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23rd Interspeech 2022: Incheon, Korea
- Hanseok Ko, John H. L. Hansen:
23rd Annual Conference of the International Speech Communication Association, Interspeech 2022, Incheon, Korea, September 18-22, 2022. ISCA 2022
Speech Synthesis: Toward end-to-end synthesis
- Hyunjae Cho, Wonbin Jung, Junhyeok Lee
, Sang Hoon Woo:
SANE-TTS: Stable And Natural End-to-End Multilingual Text-to-Speech. 1-5 - Hanbin Bae, Young-Sun Joo
Enhancement of Pitch Controllability using Timbre-Preserving Pitch Augmentation in FastPitch. 6-10 - Martin Lenglet, Olivier Perrotin, Gérard Bailly:
Speaking Rate Control of end-to-end TTS Models by Direct Manipulation of the Encoder's Output Embeddings. 11-15 - Yooncheol Ju, Ilhwan Kim, Hongsun Yang, Ji-Hoon Kim, Byeongyeol Kim, Soumi Maiti, Shinji Watanabe
TriniTTS: Pitch-controllable End-to-end TTS without External Aligner. 16-20 - Dan Lim, Sunghee Jung, Eesung Kim:
JETS: Jointly Training FastSpeech2 and HiFi-GAN for End to End Text to Speech. 21-25
Technology for Disordered Speech
- Rosanna Turrisi, Leonardo Badino
Interpretable dysarthric speaker adaptation based on optimal-transport. 26-30 - Zhengjun Yue, Erfan Loweimi, Heidi Christensen
Dysarthric Speech Recognition From Raw Waveform with Parametric CNNs. 31-35 - Luke Prananta, Bence Mark Halpern, Siyuan Feng
The Effectiveness of Time Stretching for Enhancing Dysarthric Speech for Improved Dysarthric Speech Recognition. 36-40 - Lester Phillip Violeta, Wen-Chin Huang, Tomoki Toda:
Investigating Self-supervised Pretraining Frameworks for Pathological Speech Recognition. 41-45 - Chitralekha Bhat, Ashish Panda, Helmer Strik:
Improved ASR Performance for Dysarthric Speech Using Two-stage DataAugmentation. 46-50 - Abner Hernandez, Paula Andrea Pérez-Toro
Cross-lingual Self-Supervised Speech Representations for Improved Dysarthric Speech Recognition. 51-55
Neural Network Training Methods for ASR I
- Mun-Hak Lee, Joon-Hyuk Chang, Sang-Eon Lee, Ju-Seok Seong, Chanhee Park, Haeyoung Kwon:
Regularizing Transformer-based Acoustic Models by Penalizing Attention Weights. 56-60 - David M. Chan, Shalini Ghosh:
Content-Context Factorized Representations for Automated Speech Recognition. 61-65 - Georgios Karakasidis, Tamás Grósz
Comparison and Analysis of New Curriculum Criteria for End-to-End ASR. 66-70 - Deepak Baby, Pasquale D'Alterio, Valentin Mendelev:
Incremental learning for RNN-Transducer based speech recognition models. 71-75 - Andrew Hard, Kurt Partridge, Neng Chen, Sean Augenstein, Aishanee Shah, Hyun Jin Park, Alex Park, Sara Ng, Jessica Nguyen, Ignacio López-Moreno, Rajiv Mathews, Françoise Beaufays:
Production federated keyword spotting via distillation, filtering, and joint federated-centralized training. 76-80
Acoustic Phonetics and Prosody
- Jieun Song, Hae-Sung Jeon, Jieun Kiaer:
Use of prosodic and lexical cues for disambiguating wh-words in Korean. 81-85 - Vinicius Ribeiro, Yves Laprie
Autoencoder-Based Tongue Shape Estimation During Continuous Speech. 86-90 - Giuseppe Magistro, Claudia Crocco:
Phonetic erosion and information structure in function words: the case of mia. 91-95 - Miran Oh
Dynamic Vertical Larynx Actions Under Prosodic Focus. 96-100 - Leah Bradshaw, Eleanor Chodroff
Fundamental Frequency Variability over Time in Telephone Interactions. 101-105
Spoken Machine Translation
- Ioannis Tsiamas, Gerard I. Gállego, José A. R. Fonollosa, Marta R. Costa-jussà:
SHAS: Approaching optimal Segmentation for End-to-End Speech Translation. 106-110 - Jinming Zhao, Hao Yang, Gholamreza Haffari, Ehsan Shareghi:
M-Adapter: Modality Adaptation for End-to-End Speech-to-Text Translation. 111-115 - Mohd Abbas Zaidi, Beomseok Lee, Sangha Kim, Chanwoo Kim:
Cross-Modal Decision Regularization for Simultaneous Speech Translation. 116-120 - Ryo Fukuda, Katsuhito Sudoh, Satoshi Nakamura:
Speech Segmentation Optimization using Segmented Bilingual Speech Corpus for End-to-end Speech Translation. 121-125 - Kirandevraj R, Vinod Kumar Kurmi, Vinay P. Namboodiri, C. V. Jawahar:
Generalized Keyword Spotting using ASR embeddings. 126-130
(Multimodal) Speech Emotion Recognition I
- Youngdo Ahn, Sung Joo Lee, Jong Won Shin:
Multi-Corpus Speech Emotion Recognition for Unseen Corpus Using Corpus-Wise Weights in Classification Loss. 131-135 - Junghun Kim, Yoojin An, Jihie Kim:
Improving Speech Emotion Recognition Through Focus and Calibration Attention Mechanisms. 136-140 - Joosung Lee:
The Emotion is Not One-hot Encoding: Learning with Grayscale Label for Emotion Recognition in Conversation. 141-145 - Andreas Triantafyllopoulos, Johannes Wagner, Hagen Wierstorf, Maximilian Schmitt, Uwe Reichel, Florian Eyben, Felix Burkhardt, Björn W. Schuller:
Probing speech emotion recognition transformers for linguistic knowledge. 146-150 - Navin Raj Prabhu, Guillaume Carbajal, Nale Lehmann-Willenbrock, Timo Gerkmann:
End-To-End Label Uncertainty Modeling for Speech-based Arousal Recognition Using Bayesian Neural Networks. 151-155 - Matthew Perez
Mind the gap: On the value of silence representations to lexical-based speech emotion recognition. 156-160 - Huang-Cheng Chou, Chi-Chun Lee
Exploiting Co-occurrence Frequency of Emotions in Perceptual Evaluations To Train A Speech Emotion Classifier. 161-165 - Hira Dhamyal, Bhiksha Raj, Rita Singh:
Positional Encoding for Capturing Modality Specific Cadence for Emotion Detection. 166-170
Dereverberation, Noise Reduction, and Speaker Extraction
- Tuan Vu Ho, Maori Kobayashi, Masato Akagi:
Speak Like a Professional: Increasing Speech Intelligibility by Mimicking Professional Announcer Voice with Voice Conversion. 171-175 - Tuan Vu Ho, Quoc Huy Nguyen, Masato Akagi, Masashi Unoki:
Vector-quantized Variational Autoencoder for Phase-aware Speech Enhancement. 176-180 - Minseung Kim, Hyungchan Song, Sein Cheong, Jong Won Shin:
iDeepMMSE: An improved deep learning approach to MMSE speech and noise power spectrum estimation for speech enhancement. 181-185 - Kuo-Hsuan Hung, Szu-Wei Fu, Huan-Hsin Tseng, Hsin-Tien Chiang, Yu Tsao, Chii-Wann Lin:
Boosting Self-Supervised Embeddings for Speech Enhancement. 186-190 - Seorim Hwang
Monoaural Speech Enhancement Using a Nested U-Net with Two-Level Skip Connections. 191-195 - Hannah Muckenhirn, Aleksandr Safin, Hakan Erdogan, Felix de Chaumont Quitry, Marco Tagliasacchi, Scott Wisdom, John R. Hershey:
CycleGAN-based Unpaired Speech Dereverberation. 196-200 - Ashutosh Pandey, DeLiang Wang:
Attentive Training: A New Training Framework for Talker-independent Speaker Extraction. 201-205 - Tyler Vuong, Richard M. Stern:
Improved Modulation-Domain Loss for Neural-Network-based Speech Enhancement. 206-210 - Chiang-Jen Peng, Yun-Ju Chan, Yih-Liang Shen, Cheng Yu, Yu Tsao, Tai-Shih Chi:
Perceptual Characteristics Based Multi-objective Model for Speech Enhancement. 211-215 - Marc Delcroix, Keisuke Kinoshita
Listen only to me! How well can target speech extraction handle false alarms? 216-220 - Hao Shi, Longbiao Wang, Sheng Li
Monaural Speech Enhancement Based on Spectrogram Decomposition for Convolutional Neural Network-sensitive Feature Extraction. 221-225 - Jean-Marie Lemercier, Joachim Thiemann, Raphael Koning, Timo Gerkmann:
Neural Network-augmented Kalman Filtering for Robust Online Speech Dereverberation in Noisy Reverberant Environments. 226-230
Source Separation II
- Nicolás Schmidt, Jordi Pons, Marius Miron:
PodcastMix: A dataset for separating music and speech in podcasts. 231-235 - Kohei Saijo, Robin Scheibler:
Independence-based Joint Dereverberation and Separation with Neural Source Model. 236-240 - Kohei Saijo, Robin Scheibler:
Spatial Loss for Unsupervised Multi-channel Source Separation. 241-245 - Samuel Bellows
Effect of Head Orientation on Speech Directivity. 246-250 - Kohei Saijo, Tetsuji Ogawa:
Unsupervised Training of Sequential Neural Beamformer Using Coarsely-separated and Non-separated Signals. 251-255 - Marvin Borsdorf, Kevin Scheck, Haizhou Li, Tanja Schultz
Blind Language Separation: Disentangling Multilingual Cocktail Party Voices by Language. 256-260 - Mateusz Guzik
NTF of Spectral and Spatial Features for Tracking and Separation of Moving Sound Sources in Spherical Harmonic Domain. 261-265 - Jack Deadman, Jon Barker:
Modelling Turn-taking in Multispeaker Parties for Realistic Data Simulation. 266-270 - Christoph Böddeker, Tobias Cord-Landwehr, Thilo von Neumann, Reinhold Haeb-Umbach:
An Initialization Scheme for Meeting Separation with Spatial Mixture Models. 271-275 - Seongkyu Mun, Dhananjaya Gowda, Jihwan Lee, Changwoo Han, Dokyun Lee, Chanwoo Kim:
Prototypical speaker-interference loss for target voice separation using non-parallel audio samples. 276-280
Embedding and Network Architecture for Speaker Recognition
- Pierre-Michel Bousquet, Mickael Rouvier, Jean-François Bonastre
Reliability criterion based on learning-phase entropy for speaker recognition with neural network. 281-285 - Bei Liu, Zhengyang Chen, Yanmin Qian:
Attentive Feature Fusion for Robust Speaker Verification. 286-290 - Bei Liu, Zhengyang Chen, Yanmin Qian:
Dual Path Embedding Learning for Speaker Verification with Triplet Attention. 291-295 - Bei Liu, Zhengyang Chen, Shuai Wang, Haoyu Wang, Bing Han, Yanmin Qian:
DF-ResNet: Boosting Speaker Verification Performance with Depth-First Design. 296-300 - Ruida Li, Shuo Fang, Chenguang Ma, Liang Li:
Adaptive Rectangle Loss for Speaker Verification. 301-305 - Yang Zhang, Zhiqiang Lv, Haibin Wu, Shanshan Zhang, Pengfei Hu, Zhiyong Wu, Hung-yi Lee, Helen Meng:
MFA-Conformer: Multi-scale Feature Aggregation Conformer for Automatic Speaker Verification. 306-310 - Leying Zhang
Enroll-Aware Attentive Statistics Pooling for Target Speaker Verification. 311-315 - Yusheng Tian, Jingyu Li, Tan Lee
Transport-Oriented Feature Aggregation for Speaker Embedding Learning. 316-320 - Mufan Sang, John H. L. Hansen:
Multi-Frequency Information Enhanced Channel Attention Module for Speaker Representation Learning. 321-325 - Linjun Cai, Yuhong Yang
CS-CTCSCONV1D: Small footprint speaker verification with channel split time-channel-time separable 1-dimensional convolution. 326-330 - Pengqi Li, Lantian Li, Askar Hamdulla, Dong Wang:
Reliable Visualization for Deep Speaker Recognition. 331-335 - Zhiyuan Peng, Xuanji He, Ke Ding, Tan Lee
Unifying Cosine and PLDA Back-ends for Speaker Verification. 336-340 - Yuheng Wei
CTFALite: Lightweight Channel-specific Temporal and Frequency Attention Mechanism for Enhancing the Speaker Embedding Extractor. 341-345
Speech Representation II
- Weidong Chen, Xiaofen Xing, Xiangmin Xu, Jianxin Pang, Lan Du:
SpeechFormer: A Hierarchical Efficient Framework Incorporating the Characteristics of Speech. 346-350 - David Feinberg:
VoiceLab: Software for Fully Reproducible Automated Voice Analysis. 351-355 - Joel Shor, Subhashini Venugopalan:
TRILLsson: Distilled Universal Paralinguistic Speech Representations. 356-360 - Nan Li, Meng Ge, Longbiao Wang, Masashi Unoki, Sheng Li
Global Signal-to-noise Ratio Estimation Based on Multi-subband Processing Using Convolutional Neural Network. 361-365 - Mostafa Sadeghi, Paul Magron:
A Sparsity-promoting Dictionary Model for Variational Autoencoders. 366-370 - Yan Zhao
Deep Transductive Transfer Regression Network for Cross-Corpus Speech Emotion Recognition. 371-375 - John H. L. Hansen, Zhenyu Wang:
Audio Anti-spoofing Using Simple Attention Module and Joint Optimization Based on Additive Angular Margin Loss and Meta-learning. 376-380 - Boris Bergsma, Minhao Yang, Milos Cernak:
PEAF: Learnable Power Efficient Analog Acoustic Features for Audio Recognition. 381-385 - Gasser Elbanna
Hybrid Handcrafted and Learnable Audio Representation for Analysis of Speech Under Cognitive and Physical Load. 386-390 - Shijun Wang, Hamed Hemati, Jón Guðnason, Damian Borth:
Generative Data Augmentation Guided by Triplet Loss for Speech Emotion Recognition. 391-395 - Sarthak Yadav
Learning neural audio features without supervision. 396-400 - Yixuan Zhang, Heming Wang, DeLiang Wang:
Densely-connected Convolutional Recurrent Network for Fundamental Frequency Estimation in Noisy Speech. 401-405 - Abu Zaher Md Faridee, Hannes Gamper:
Predicting label distribution improves non-intrusive speech quality estimation. 406-410 - Takanori Ashihara, Takafumi Moriya, Kohei Matsuura, Tomohiro Tanaka:
Deep versus Wide: An Analysis of Student Architectures for Task-Agnostic Knowledge Distillation of Self-Supervised Speech Models. 411-415 - Abdul Hameed Azeemi, Ihsan Ayyub Qazi
Dataset Pruning for Resource-constrained Spoofed Audio Detection. 416-420
Speech Synthesis: Linguistic Processing, Paradigms and Other Topics II
- Jaesung Tae, Hyeongju Kim, Taesu Kim:
EdiTTS: Score-based Editing for Controllable Text-to-Speech. 421-425 - Jie Chen, Changhe Song, Deyi Tuo, Xixin Wu, Shiyin Kang, Zhiyong Wu, Helen Meng:
Improving Mandarin Prosodic Structure Prediction with Multi-level Contextual Information. 426-430 - Zalan Borsos, Matthew Sharifi, Marco Tagliasacchi:
SpeechPainter: Text-conditioned Speech Inpainting. 431-435 - Song Zhang, Ken Zheng, Xiaoxu Zhu, Baoxiang Li:
A polyphone BERT for Polyphone Disambiguation in Mandarin Chinese. 436-440 - Mutian He, Jingzhou Yang, Lei He, Frank K. Soong:
Neural Lexicon Reader: Reduce Pronunciation Errors in End-to-end TTS by Leveraging External Textual Knowledge. 441-445 - Jian Zhu, Cong Zhang, David Jurgens:
ByT5 model for massively multilingual grapheme-to-phoneme conversion. 446-450 - Puneet Mathur, Franck Dernoncourt, Quan Hung Tran, Jiuxiang Gu, Ani Nenkova, Vlad I. Morariu, Rajiv Jain, Dinesh Manocha:
DocLayoutTTS: Dataset and Baselines for Layout-informed Document-level Neural Speech Synthesis. 451-455 - Guangyan Zhang, Kaitao Song, Xu Tan, Daxin Tan, Yuzi Yan, Yanqing Liu, Gang Wang, Wei Zhou, Tao Qin, Tan Lee
Mixed-Phoneme BERT: Improving BERT with Mixed Phoneme and Sup-Phoneme Representations for Text to Speech. 456-460 - Junrui Ni
Unsupervised Text-to-Speech Synthesis by Unsupervised Automatic Speech Recognition. 461-465 - Tho Nguyen Duc Tran, The Chuong Chu, Vu Hoang, Trung Huu Bui, Steven Hung Quoc Truong:
An Efficient and High Fidelity Vietnamese Streaming End-to-End Speech Synthesis. 466-470 - Cassia Valentini-Botinhao, Manuel Sam Ribeiro, Oliver Watts, Korin Richmond
Predicting pairwise preferences between TTS audio stimuli using parallel ratings data and anti-symmetric twin neural networks. 471-475 - Zikai Chen, Lin Wu, Junjie Pan, Xiang Yin:
An Automatic Soundtracking System for Text-to-Speech Audiobooks. 476-480 - Daxin Tan, Guangyan Zhang, Tan Lee
Environment Aware Text-to-Speech Synthesis. 481-485 - Artem Ploujnikov, Mirco Ravanelli:
SoundChoice: Grapheme-to-Phoneme Models with Semantic Disambiguation. 486-490 - Evelina Bakhturina, Yang Zhang, Boris Ginsburg:
Shallow Fusion of Weighted Finite-State Transducer and Language Model for Text Normalization. 491-495 - Yogesh Virkar, Marcello Federico, Robert Enyedi, Roberto Barra-Chicote:
Prosodic alignment for off-screen automatic dubbing. 496-500 - Qibing Bai, Tom Ko, Yu Zhang:
A Study of Modeling Rising Intonation in Cantonese Neural Speech Synthesis. 501-505 - Hirokazu Kameoka, Takuhiro Kaneko, Shogo Seki, Kou Tanaka:
CAUSE: Crossmodal Action Unit Sequence Estimation from Speech. 506-510 - Binu Nisal Abeysinghe, Jesin James, Catherine I. Watson, Felix Marattukalam:
Visualising Model Training via Vowel Space for Text-To-Speech Systems. 511-515
Other Topics in Speech Recognition
- Aaqib Saeed:
Binary Early-Exit Network for Adaptive Inference on Low-Resource Devices. 516-520 - Naoyuki Kanda, Jian Wu, Yu Wu, Xiong Xiao, Zhong Meng, Xiaofei Wang, Yashesh Gaur, Zhuo Chen, Jinyu Li
Streaming Speaker-Attributed ASR with Token-Level Speaker Embeddings. 521-525 - Naoki Makishima, Satoshi Suzuki, Atsushi Ando, Ryo Masumura:
Speaker consistency loss and step-wise optimization for semi-supervised joint training of TTS and ASR using unpaired text data. 526-530 - Yi-Kai Zhang, Da-Wei Zhou, Han-Jia Ye, De-Chuan Zhan:
Audio-Visual Generalized Few-Shot Learning with Prototype-Based Co-Adaptation. 531-535 - Junteng Jia, Jay Mahadeokar, Weiyi Zheng, Yuan Shangguan, Ozlem Kalinli, Frank Seide:
Federated Domain Adaptation for ASR with Full Self-Supervision. 536-540 - Longfei Yang, Wenqing Wei, Sheng Li
Augmented Adversarial Self-Supervised Learning for Early-Stage Alzheimer's Speech Detection. 541-545 - Zvi Kons, Hagai Aronowitz, Edmilson da Silva Morais, Matheus Damasceno, Hong-Kwang Kuo, Samuel Thomas, George Saon
Extending RNN-T-based speech recognition systems with emotion and language classification. 546-549 - Alexandra Antonova, Evelina Bakhturina, Boris Ginsburg:
Thutmose Tagger: Single-pass neural model for Inverse Text Normalization. 550-554 - Yeonjin Cho, Sara Ng, Trang Tran
Leveraging Prosody for Punctuation Prediction of Spontaneous Speech. 555-559 - Fan Yu, Zhihao Du, Shiliang Zhang, Yuxiao Lin, Lei Xie:
A Comparative Study on Speaker-attributed Automatic Speech Recognition in Multi-party Meetings. 560-564
Audio Deep PLC (Packet Loss Concealment) Challenge
- Yuansheng Guan, Guochen Yu, Andong Li, Chengshi Zheng, Jie Wang:
TMGAN-PLC: Audio Packet Loss Concealment using Temporal Memory Generative Adversarial Network. 565-569 - Jean-Marc Valin, Ahmed Mustafa, Christopher Montgomery, Timothy B. Terriberry, Michael Klingbeil, Paris Smaragdis, Arvindh Krishnaswamy:
Real-Time Packet Loss Concealment With Mixed Generative and Predictive Model. 570-574 - Baiyun Liu, Qi Song, Mingxue Yang, Wuwen Yuan, Tianbao Wang:
PLCNet: Real-time Packet Loss Concealment with Semi-supervised Generative Adversarial Network. 575-579 - Lorenz Diener, Sten Sootla, Solomiya Branets, Ando Saabas, Robert Aichner, Ross Cutler:
INTERSPEECH 2022 Audio Deep Packet Loss Concealment Challenge. 580-584 - Nan Li, Xiguang Zheng, Chen Zhang, Liang Guo, Bing Yu:
End-to-End Multi-Loss Training for Low Delay Packet Loss Concealment. 585-589
Robust Speaker Recognition
- Ju-ho Kim, Jungwoo Heo, Hye-jin Shim, Ha-Jin Yu:
Extended U-Net for Speaker Verification in Noisy Environments. 590-594 - Seunghan Yang, Debasmit Das, Janghoon Cho, Hyoungwoo Park, Sungrack Yun:
Domain Agnostic Few-shot Learning for Speaker Verification. 595-599 - Qiongqiong Wang, Kong Aik Lee, Tianchi Liu
Scoring of Large-Margin Embeddings for Speaker Verification: Cosine or PLDA? 600-604 - Themos Stafylakis, Ladislav Mosner, Oldrich Plchot, Johan Rohdin, Anna Silnova, Lukás Burget, Jan Cernocký:
Training speaker embedding extractors using multi-speaker audio with unknown speaker boundaries. 605-609 - Chau Luu, Steve Renals, Peter Bell:
Investigating the contribution of speaker attributes to speaker separability using disentangled speaker representations. 610-614 - Saurabh Kataria, Jesús Villalba, Laureano Moro-Velázquez, Najim Dehak
Joint domain adaptation and speech bandwidth extension using time-domain GANs for speaker verification. 615-619
Speech Production
- Tsukasa Yoshinaga, Kikuo Maekawa, Akiyoshi Iida:
Variability in Production of Non-Sibilant Fricative [ç] in /hi/. 620-624 - Sathvik Udupa, Aravind Illa, Prasanta Kumar Ghosh:
Streaming model for Acoustic to Articulatory Inversion with transformer networks. 625-629 - Tsiky Rakotomalala, Pierre Baraduc, Pascal Perrier
Trajectories predicted by optimal speech motor control using LSTM networks. 630-634 - Daniel R. van Niekerk
Exploration strategies for articulatory synthesis of complex syllable onsets. 635-639 - Yoonjeong Lee
Linguistic versus biological factors governing acoustic voice variation. 640-643 - Takayuki Nagamine
Acquisition of allophonic variation in second language speech: An acoustic and articulatory study of English laterals by Japanese speakers. 644-648
Speech Quality Assessment
- Pranay Manocha
SAQAM: Spatial Audio Quality Assessment Metric. 649-653 - Pranay Manocha, Anurag Kumar:
Speech Quality Assessment through MOS using Non-Matching References. 654-658 - Hideki Kawahara, Kohei Yatabe
An objective test tool for pitch extractors' response attributes. 659-663 - Kai Li, Sheng Li
Data Augmentation Using McAdams-Coefficient-Based Speaker Anonymization for Fake Audio Detection. 664-668 - Salah Zaiem, Titouan Parcollet, Slim Essid
Automatic Data Augmentation Selection and Parametrization in Contrastive Self-Supervised Speech Representation Learning. 669-673 - Deebha Mumtaz, Ajit Jena, Vinit Jakhetiya, Karan Nathwani, Sharath Chandra Guntuku:
Transformer-based quality assessment model for generalized user-generated multimedia audio content. 674-678
Language Modeling and Lexical Modeling for ASR
- Christophe Van Gysel, Mirko Hannemann, Ernest Pusateri, Youssef Oualil, Ilya Oparin:
Space-Efficient Representation of Entity-centric Query Language Models. 679-683 - Saket Dingliwal, Ashish Shenoy, Sravan Bodapati, Ankur Gandhe, Ravi Teja Gadde, Katrin Kirchhoff:
Domain Prompts: Towards memory and compute efficient domain adaptation of ASR systems. 684-688 - W. Ronny Huang, Cal Peyser, Tara N. Sainath, Ruoming Pang, Trevor D. Strohman, Shankar Kumar:
Sentence-Select: Large-Scale Language Model Data Selection for Rare-Word Speech Recognition. 689-693 - Theresa Breiner, Swaroop Ramaswamy, Ehsan Variani, Shefali Garg, Rajiv Mathews, Khe Chai Sim, Kilol Gupta, Mingqing Chen, Lara McConnaughey:
UserLibri: A Dataset for ASR Personalization Using Only Text. 694-698 - Chin-Yueh Chien, Kuan-Yu Chen:
A BERT-based Language Modeling Framework. 699-703
Challenges and Opportunities for Signal Processing and Machine Learning for Multiple Smart Devices
- Yoshiki Masuyama, Kouei Yamaoka, Nobutaka Ono:
Joint Optimization of Sampling Rate Offsets Based on Entire Signal Relationship Among Distributed Microphones. 704-708 - Gregory Ciccarelli, Jarred Barber, Arun Nair
Challenges and Opportunities in Multi-device Speech Processing. 709-713 - Ameya Agaskar:
Practical Over-the-air Perceptual AcousticWatermarking. 714-718 - Timm Koppelmann, Luca Becker, Alexandru Nelus, Rene Glitza
Clustering-based Wake Word Detection in Privacy-aware Acoustic Sensor Networks. 719-723 - Francesco Nespoli, Daniel Barreda, Patrick A. Naylor
Relative Acoustic Features for Distance Estimation in Smart-Homes. 724-728 - Ashutosh Pandey, Buye Xu, Anurag Kumar, Jacob Donley, Paul Calamia, DeLiang Wang:
Time-domain Ad-hoc Array Speech Enhancement Using a Triple-path Network. 729-733
Speech Processing & Measurement
- Arne-Lukas Fietkau, Simon Stone, Peter Birkholz
Relationship between the acoustic time intervals and tongue movements of German diphthongs. 734-738 - Sanae Matsui, Kyoji Iwamoto, Reiko Mazuka:
Development of allophonic realization until adolescence: A production study of the affricate-fricative variation of /z/ among Japanese children. 739-743 - Chung Soo Ahn
Recurrent multi-head attention fusion network for combining audio and text for speech emotion recognition. 744-748 - Louise Coppieters de Gibson, Philip N. Garner
Low-Level Physiological Implications of End-to-End Learning for Speech Recognition. 749-753 - Carolina Lins Machado
Idiosyncratic lingual articulation of American English /æ/ and /ɑ/ using network analysis. 754-758 - Teruki Toya, Wenyu Zhu, Maori Kobayashi, Kenichi Nakamura, Masashi Unoki:
Method for improving the word intelligibility of presented speech using bone-conduction headphones. 759-763 - Debasish Ray Mohapatra
Three-dimensional finite-difference time-domain acoustic analysis of simplified vocal tract shapes. 764-768 - Dorina De Jong, Aldo Pastore, Noël Nguyen, Alessandro D'Ausilio:
Speech imitation skills predict automatic phonetic convergence: a GMM-UBM study on L2. 769-773 - Marc-Antoine Georges, Jean-Luc Schwartz, Thomas Hueber:
Self-supervised speech unit discovery from articulatory and acoustic features using VQ-VAE. 774-778 - Peter Wu, Shinji Watanabe
Deep Speech Synthesis from Articulatory Representations. 779-783 - Monica Ashokumar
Orofacial somatosensory inputs in speech perceptual training modulate speech production. 784-787
Speech Synthesis: Acoustic Modeling and Neural Waveform Generation I
- Minchan Kim
Transfer Learning Framework for Low-Resource Text-to-Speech using a Large-Scale Unlabeled Speech Corpus. 788-792 - Takaaki Saeki, Kentaro Tachibana, Ryuichi Yamamoto:
DRSpeech: Degradation-Robust Text-to-Speech Synthesis with Frame-Level and Utterance-Level Acoustic Representation Learning. 793-797 - Kentaro Mitsui, Kei Sawada:
MSR-NV: Neural Vocoder Using Multiple Sampling Rates. 798-802 - Yuma Koizumi, Heiga Zen
SpecGrad: Diffusion Probabilistic Model based Neural Vocoder with Adaptive Noise Spectral Shaping. 803-807 - Sangjun Park, Kihyun Choo, Joohyung Lee, Anton V. Porov, Konstantin Osipov, June Sig Sung:
Bunched LPCNet2: Efficient Neural Vocoders Covering Devices from Cloud to Edge. 808-812 - Jae-Sung Bae, Jinhyeok Yang, Taejun Bak, Young-Sun Joo
Hierarchical and Multi-Scale Variational Autoencoder for Diverse and Natural Non-Autoregressive Text-to-Speech. 813-817 - Krishna Subramani, Jean-Marc Valin, Umut Isik, Paris Smaragdis, Arvindh Krishnaswamy:
End-to-end LPCNet: A Neural Vocoder With Fully-Differentiable LPC Estimation. 818-822 - Perry Lam, Huayun Zhang, Nancy F. Chen
EPIC TTS Models: Empirical Pruning Investigations Characterizing Text-To-Speech Models. 823-827 - Karolos Nikitaras, Georgios Vamvoukakis, Nikolaos Ellinas, Konstantinos Klapsas, Konstantinos Markopoulos, Spyros Raptis, June Sig Sung, Gunu Jho, Aimilios Chalamandaris, Pirros Tsiakoulis:
Fine-grained Noise Control for Multispeaker Speech Synthesis. 828-832 - Hubert Siuzdak, Piotr Dura, Pol van Rijn, Nori Jacoby:
WavThruVec: Latent speech representation as intermediate features for neural speech synthesis. 833-837 - Ivan Vovk, Tasnima Sadekova, Vladimir Gogoryan, Vadim Popov, Mikhail A. Kudinov, Jiansheng Wei:
Fast Grad-TTS: Towards Efficient Diffusion-Based Speech Generation on CPU. 838-842 - Alexander H. Liu, Cheng-I Lai, Wei-Ning Hsu, Michael Auli, Alexei Baevski, James R. Glass:
Simple and Effective Unsupervised Speech Synthesis. 843-847 - Reo Yoneyama, Yi-Chiao Wu, Tomoki Toda:
Unified Source-Filter GAN with Harmonic-plus-Noise Source Excitation Generation. 848-852
Show and Tell I
- Taejin Park, Nithin Rao Koluguri, Fei Jia, Jagadeesh Balam, Boris Ginsburg:
NeMo Open Source Speaker Diarization System. 853-854 - Baihan Lin:
Voice2Alliance: Automatic Speaker Diarization and Quality Assurance of Conversational Alignment. 855-856 - Rishabh Kumar, Devaraja Adiga, Mayank Kothyari, Jatin Dalal, Ganesh Ramakrishnan, Preethi Jyothi:
VAgyojaka: An Annotating and Post-Editing Tool for Automatic Speech Recognition. 857-858 - Alzahra Badi, Chungho Park, Min-Seok Keum, Miguel Alba, Youngsuk Ryu, Jeongmin Bae:
SKYE: More than a conversational AI. 859-860
Spatial Audio
- Hokuto Munakata, Ryu Takeda
Training Data Generation with DOA-based Selecting and Remixing for Unsupervised Training of Deep Separation Models. 861-865 - Hangting Chen, Yi Yang, Feng Dang, Pengyuan Zhang:
Beam-Guided TasNet: An Iterative Speech Separation Framework with Multi-Channel Output. 866-870 - Feifei Xiong, Pengyu Wang
Joint Estimation of Direction-of-Arrival and Distance for Arrays with Directional Sensors based on Sparse Bayesian Learning. 871-875 - Ho-Hsiang Wu, Magdalena Fuentes, Prem Seetharaman, Juan Pablo Bello
How to Listen? Rethinking Visual Sound Localization. 876-880 - Zhiheng Ouyang, Miao Wang, Wei-Ping Zhu:
Small Footprint Neural Networks for Acoustic Direction of Arrival Estimation. 881-885 - Xiaoyu Wang, Xiangyu Kong, Xiulian Peng, Yan Lu:
Multi-Modal Multi-Correlation Learning for Audio-Visual Speech Separation. 886-890 - Haoran Yin, Meng Ge, Yanjie Fu, Gaoyan Zhang, Longbiao Wang, Lei Zhang, Lin Qiu, Jianwu Dang:
MIMO-DoAnet: Multi-channel Input and Multiple Outputs DoA Network with Unknown Number of Sound Sources. 891-895 - Yanjie Fu, Meng Ge, Haoran Yin, Xinyuan Qian, Longbiao Wang, Gaoyan Zhang, Jianwu Dang:
Iterative Sound Source Localization for Unknown Number of Sources. 896-900 - Katharine Patterson, Kevin W. Wilson, Scott Wisdom, John R. Hershey:
Distance-Based Sound Separation. 901-905 - Junjie Li, Meng Ge, Zexu Pan, Longbiao Wang, Jianwu Dang:
VCSE: Time-Domain Visual-Contextual Speaker Extraction Network. 906-910 - Ali Aroudi, Stefan Uhlich, Marc Ferras Font:
TRUNet: Transformer-Recurrent-U Network for Multi-channel Reverberant Sound Source Separation. 911-915
Single-channel Speech Enhancement II
- Xiaofeng Ge, Jiangyu Han
PercepNet+: A Phase and SNR Aware PercepNet for Real-Time Speech Enhancement. 916-920 - Zhuangqi Chen, Pingjian Zhang:
Lightweight Full-band and Sub-band Fusion Network for Real Time Speech Enhancement. 921-925 - Jiaming Cheng, Ruiyu Liang, Yue Xie, Li Zhao, Björn W. Schuller, Jie Jia, Yiyuan Peng:
Cross-Layer Similarity Knowledge Distillation for Speech Enhancement. 926-930 - Feifei Xiong, Weiguang Chen, Pengyu Wang
Spectro-Temporal SubNet for Real-Time Monaural Speech Denoising and Dereverberation. 931-935 - Ruizhe Cao, Sherif Abdulatif
CMGAN: Conformer-based Metric GAN for Speech Enhancement. 936-940 - Zeyuan Wei, Li Hao, Xueliang Zhang:
Model Compression by Iterative Pruning with Knowledge Distillation and Its Application to Speech Enhancement. 941-945 - Chenhui Zhang, Xiang Pan:
Single-channel speech enhancement using Graph Fourier Transform. 946-950 - Zilu Guo, Xu Xu, Zhongfu Ye:
Joint Optimization of the Module and Sign of the Spectral Real Part Based on CRN for Speech Denoising. 951-955 - Hao Zhang, Ashutosh Pandey, DeLiang Wang:
Attentive Recurrent Network for Low-Latency Active Noise Control. 956-960 - Jen-Hung Huang, Chung-Hsien Wu
Memory-Efficient Multi-Step Speech Enhancement with Neural ODE. 961-965 - Xinmeng Xu, Yang Wang, Jie Jia, Binbin Chen, Jianjun Hao:
GLD-Net: Improving Monaural Speech Enhancement by Learning Global and Local Dependency Features with GLD Block. 966-970 - Xinmeng Xu, Yang Wang, Jie Jia, Binbin Chen, Dejun Li:
Improving Visual Speech Enhancement Network by Learning Audio-visual Affinity with Multi-head Attention. 971-975 - Jun Chen
Speech Enhancement with Fullband-Subband Cross-Attention Network. 976-980 - Cheng Yu, Szu-Wei Fu, Tsun-An Hsieh, Yu Tsao, Mirco Ravanelli:
OSSEM: one-shot speaker adaptive speech enhancement using meta learning. 981-985 - Wenbin Jiang, Tao Liu, Kai Yu:
Efficient Speech Enhancement with Neural Homomorphic Synthesis. 986-990 - Manthan Thakker, Sefik Emre Eskimez, Takuya Yoshioka, Huaming Wang:
Fast Real-time Personalized Speech Enhancement: End-to-End Enhancement Network (E3Net) and Knowledge Distillation. 991-995 - Hiroshi Sato, Tsubasa Ochiai, Marc Delcroix, Keisuke Kinoshita
Strategies to Improve Robustness of Target Speech Extraction to Enrollment Variations. 996-1000
Novel Models and Training Methods for ASR II
- Haaris Mehmood, Agnieszka Dobrowolska, Karthikeyan Saravanan, Mete Ozay:
FedNST: Federated Noisy Student Training for Automatic Speech Recognition. 1001-1005 - Li Fu, Xiaoxiao Li, Runyu Wang, Lu Fan, Zhengchen Zhang, Meng Chen, Youzheng Wu, Xiaodong He:
SCaLa: Supervised Contrastive Learning for End-to-End Speech Recognition. 1006-1010 - Yukun Liu, Ta Li, Pengyuan Zhang, Yonghong Yan:
NAS-SCAE: Searching Compact Attention-based Encoders For End-to-end Automatic Speech Recognition. 1011-1015 - Kun Wei, Yike Zhang, Sining Sun, Lei Xie, Long Ma:
Leveraging Acoustic Contextual Representation by Audio-textual Cross-modal Learning for Conversational ASR. 1016-1020 - Guodong Ma, Pengfei Hu, Nurmemet Yolwas, Shen Huang, Hao Huang:
PM-MMUT: Boosted Phone-mask Data Augmentation using Multi-Modeling Unit Training for Phonetic-Reduction-Robust E2E Speech Recognition. 1021-1025 - Kartik Audhkhasi, Yinghui Huang, Bhuvana Ramabhadran, Pedro J. Moreno:
Analysis of Self-Attention Head Diversity for Conformer-based Automatic Speech Recognition. 1026-1030 - Weiran Wang, Tongzhou Chen, Tara N. Sainath, Ehsan Variani, Rohit Prabhavalkar, W. Ronny Huang, Bhuvana Ramabhadran, Neeraj Gaur, Sepand Mavandadi, Cal Peyser, Trevor Strohman, Yanzhang He, David Rybach:
Improving Rare Word Recognition with LM-aware MWER Training. 1031-1035 - Mohammad Zeineldeen, Jingjing Xu, Christoph Lüscher, Ralf Schlüter, Hermann Ney:
Improving the Training Recipe for a Robust Conformer-based Hybrid Model. 1036-1040 - Aleksandr Laptev, Somshubra Majumdar, Boris Ginsburg:
CTC Variations Through New WFST Topologies. 1041-1045 - Martin Sustek, Samik Sadhu, Hynek Hermansky
Dealing with Unknowns in Continual Learning for End-to-end Automatic Speech Recognition. 1046-1050 - Chenfeng Miao, Kun Zou
Towards Efficiently Learning Monotonic Alignments for Attention-based End-to-End Speech Recognition. 1051-1055 - Jisi Zhang, Catalin Zorila, Rama Doddipatla
On monoaural speech enhancement for automatic recognition of real noisy speech using mixture invariant training. 1056-1060 - Selen Hande Kabil, Hervé Bourlard:
From Undercomplete to Sparse Overcomplete Autoencoders to Improve LF-MMI based Speech Recognition. 1061-1065 - Tomohiro Tanaka, Ryo Masumura, Hiroshi Sato, Mana Ihori, Kohei Matsuura, Takanori Ashihara, Takafumi Moriya:
Domain Adversarial Self-Supervised Speech Representation Learning for Improving Unknown Domain Downstream Tasks. 1066-1070 - Takashi Maekaku, Yuya Fujita, Yifan Peng
Attention Weight Smoothing Using Prior Distributions for Transformer-Based End-to-End ASR. 1071-1075
Spoken Dialogue Systems and Multimodality
- Naokazu Uchida, Takeshi Homma
Reducing Offensive Replies in Open Domain Dialogue Systems. 1076-1080 - Ting-Wei Wu, Biing-Hwang Juang:
Induce Spoken Dialog Intents via Deep Unsupervised Context Contrastive Clustering. 1081-1085 - Fumio Nihei, Ryo Ishii, Yukiko I. Nakano, Kyosuke Nishida, Ryo Masumura, Atsushi Fukayama, Takao Nakamura:
Dialogue Acts Aided Important Utterance Detection Based on Multiparty and Multimodal Information. 1086-1090 - Dhanush Bekal, Sundararajan Srinivasan, Srikanth Ronanki, Sravan Bodapati, Katrin Kirchhoff:
Contextual Acoustic Barge-In Classification for Spoken Dialog Systems. 1091-1095 - Peilin Zhou, Dading Chong, Helin Wang, Qingcheng Zeng:
Calibrate and Refine! A Novel and Agile Framework for ASR Error Robust Intent Detection. 1096-1100 - Lingyun Feng, Jianwei Yu, Yan Wang, Songxiang Liu, Deng Cai, Haitao Zheng:
ASR-Robust Natural Language Understanding on ASR-GLUE dataset. 1101-1105 - Mai Hoang Dao, Thinh Hung Truong, Dat Quoc Nguyen:
From Disfluency Detection to Intent Detection and Slot Filling. 1106-1110 - Hengshun Zhou, Jun Du, Gongzhen Zou, Zhaoxu Nian, Chin-Hui Lee, Sabato Marco Siniscalchi, Shinji Watanabe
Audio-Visual Wake Word Spotting in MISP2021 Challenge: Dataset Release and Deep Analysis. 1111-1115 - Christina Sartzetaki, Georgios Paraskevopoulos, Alexandros Potamianos:
Extending Compositional Attention Networks for Social Reasoning in Videos. 1116-1120 - Shiquan Wang, Yuke Si, Xiao Wei, Longbiao Wang, Zhiqiang Zhuang, Xiaowang Zhang, Jianwu Dang:
TopicKS: Topic-driven Knowledge Selection for Knowledge-grounded Dialogue Generation. 1121-1125 - Andreas Liesenfeld, Mark Dingemanse
Bottom-up discovery of structure and variation in response tokens ('backchannels') across diverse languages. 1126-1130 - Yi Zhu, Zexun Wang, Hang Liu, Peiying Wang, Mingchao Feng, Meng Chen, Xiaodong He:
Cross-modal Transfer Learning via Multi-grained Alignment for End-to-End Spoken Language Understanding. 1131-1135 - Keiko Ochi
Use of Nods Less Synchronized with Turn-Taking and Prosody During Conversations in Adults with Autism. 1136-1140
Show and Tell I(VR)
- Denis Ivanko, Dmitry Ryumin, Alexey M. Kashevnik, Alexandr Axyonov, Andrey Kitenko, Igor Lashkov, Alexey Karpov:
DAVIS: Driver's Audio-Visual Speech recognition. 1141-1142
Speech Emotion Recognition I
- Einari Vaaras, Manu Airaksinen, Okko Räsänen
Analysis of Self-Supervised Learning and Dimensionality Reduction Methods in Clustering-Based Active Learning for Speech Emotion Recognition. 1143-1147 - Chun-Yu Chen, Yun-Shao Lin, Chi-Chun Lee
Emotion-Shift Aware CRF for Decoding Emotion Sequence in Conversation. 1148-1152 - Bo-Hao Su, Chi-Chun Lee
Vaccinating SER to Neutralize Adversarial Attacks with Self-Supervised Augmentation Strategy. 1153-1157 - Jack Parry, Eric DeMattos, Anita Klementiev, Axel Ind, Daniela Morse-Kopp, Georgia Clarke, Dimitri Palaz:
Speech Emotion Recognition in the Wild using Multi-task and Adversarial Learning. 1158-1162 - Ashishkumar Prabhakar Gudmalwar, Biplove Basel, Anirban Dutta, Ch V. Rama Rao:
The Magnitude and Phase based Speech Representation Learning using Autoencoder for Classifying Speech Emotions using Deep Canonical Correlation Analysis. 1163-1167 - Lucas Goncalves
Improving Speech Emotion Recognition Using Self-Supervised Learning with Domain-Specific Audiovisual Tasks. 1168-1172
Single-channel Speech Enhancement I
- Yuma Koizumi, Shigeki Karita, Arun Narayanan, Sankaran Panchapagesan, Michiel Bacchiani:
SNRi Target Training for Joint Speech Enhancement and Recognition. 1173-1177 - Yutaro Sanada, Takumi Nakagawa, Yuichiro Wada, Kosaku Takanashi, Yuhui Zhang, Kiichi Tokuyama, Takafumi Kanamori, Tomonori Yamada
Deep Self-Supervised Learning of Speech Denoising from Noisy Speeches. 1178-1182 - Chi-Chang Lee, Cheng-Hung Hu, Yu-Chen Lin, Chu-Song Chen, Hsin-Min Wang, Yu Tsao:
NASTAR: Noise Adaptive Speech Enhancement with Target-Conditional Resampling. 1183-1187 - Ivan Shchekotov, Pavel K. Andreev, Oleg Ivanov, Aibek Alanov, Dmitry P. Vetrov:
FFC-SE: Fast Fourier Convolution for Speech Enhancement. 1188-1192 - Or Tal, Moshe Mandel, Felix Kreuk, Yossi Adi:
A Systematic Comparison of Phonetic Aware Techniques for Speech Enhancement. 1193-1197 - Wooseok Shin
Multi-View Attention Transfer for Efficient Speech Enhancement. 1198-1202
Speech Synthesis: New Applications
- Nabarun Goswami
SATTS: Speaker Attractor Text to Speech, Learning to Speak by Learning to Separate. 1203-1207 - Talia Ben Simon, Felix Kreuk, Faten Awwad, Jacob T. Cohen, Joseph Keshet:
Correcting Mispronunciations in Speech using Spectrogram Inpainting. 1208-1212 - Jason Fong, Daniel Lyth, Gustav Eje Henter, Hao Tang, Simon King:
Speech Audio Corrector: using speech from non-target speakers for one-off correction of mispronunciations in grapheme-input text-to-speech. 1213-1217 - Wen-Chin Huang, Dejan Markovic, Alexander Richard, Israel Dejene Gebru, Anjali Menon:
End-to-End Binaural Speech Synthesis. 1218-1222 - Julia Koch, Florian Lux, Nadja Schauffler, Toni Bernhart, Felix Dieterle, Jonas Kuhn, Sandra Richter, Gabriel Viehhauser, Ngoc Thang Vu:
PoeticTTS - Controllable Poetry Reading for Literary Studies. 1223-1227 - Paul Konstantin Krug, Peter Birkholz
Articulatory Synthesis for Data Augmentation in Phoneme Recognition. 1228-1232
Spoken Language Understanding I
- Jihyun Lee
SF-DST: Few-Shot Self-Feeding Reading Comprehension Dialogue State Tracking with Auxiliary Task. 1233-1237 - Oralie Cattan, Sahar Ghannay, Christophe Servan, Sophie Rosset:
Benchmarking Transformers-based models on French Spoken Language Understanding tasks. 1238-1242 - Seong-Hwan Heo, WonKee Lee, Jong-Hyeok Lee:
mcBERT: Momentum Contrastive Learning with BERT for Zero-Shot Slot Filling. 1243-1247 - Pu Wang
Bottleneck Low-rank Transformers for Low-resource Spoken Language Understanding. 1248-1252 - Anirudh Raju, Milind Rao, Gautam Tiwari, Pranav Dheram, Bryan Anderson, Zhe Zhang, Chul Lee, Bach Bui, Ariya Rastrow:
On joint training with interfaces for spoken language understanding. 1253-1257 - Vineet Garg, Ognjen Rudovic, Pranay Dighe, Ahmed Hussen Abdelaziz, Erik Marchi, Saurabh Adya, Chandra Dhir, Ahmed H. Tewfik:
Device-Directed Speech Detection: Regularization via Distillation for Weakly-Supervised Models. 1258-1262
Inclusive and Fair Speech Technologies I
- Perez Ogayo, Graham Neubig, Alan W. Black:
Building African Voices. 1263-1267 - Pranav Dheram, Murugesan Ramakrishnan, Anirudh Raju, I-Fan Chen, Brian King, Katherine Powell, Melissa Saboowala, Karan Shetty, Andreas Stolcke:
Toward Fairness in Speech Recognition: Discovery and mitigation of performance disparities. 1268-1272 - May Pik Yu Chan, June Choe, Aini Li, Yiran Chen, Xin Gao, Nicole R. Holliday:
Training and typological bias in ASR performance for world Englishes. 1273-1277
Inclusive and Fair Speech Technologies II
- Marcely Zanon Boito, Laurent Besacier, Natalia A. Tomashenko
A Study of Gender Impact in Self-supervised Models for Speech-to-Text Systems. 1278-1282 - Alexander Johnson, Kevin Everson, Vijay Ravi, Anissa Gladney, Mari Ostendorf, Abeer Alwan:
Automatic Dialect Density Estimation for African American English. 1283-1287 - Kunnar Kukk
Improving Language Identification of Accented Speech. 1288-1292 - Wiebke Toussaint, Lauriane Gorce, Aaron Yi Ding
Design Guidelines for Inclusive Speaker Verification Evaluation Datasets. 1293-1297 - Viet Anh Trinh, Pegah Ghahremani, Brian John King, Jasha Droppo, Andreas Stolcke, Roland Maas:
Reducing Geographic Disparities in Automatic Speech Recognition via Elastic Weight Consolidation. 1298-1302
Phonetics I
- Takuya Kunihara, Chuanbo Zhu, Nobuaki Minematsu, Noriko Nakanishi:
Gradual Improvements Observed in Learners' Perception and Production of L2 Sounds Through Continuing Shadowing Practices on a Daily Basis. 1303-1307 - Christin Kirchhübel, Georgina Brown:
Spoofed speech from the perspective of a forensic phonetician. 1308-1312 - Hae-Sung Jeon, Stephen Nichols
Investigating Prosodic Variation in British English Varieties using ProPer. 1313-1317 - Hyun Kyung Hwang, Manami Hirayama, Takaomi Kato:
Perceived prominence and downstep in Japanese. 1318-1321 - Andrea Alicehajic, Silke Hamann:
The discrimination of [zi]-[dʑi] by Japanese listeners and the prospective phonologization of /zi/. 1322-1326 - Ingo Langheinrich, Simon Stone, Xinyu Zhang, Peter Birkholz
Glottal inverse filtering based on articulatory synthesis and deep learning. 1327-1331 - Bogdan Ludusan, Marin Schröer, Petra Wagner
Investigating phonetic convergence of laughter in conversation. 1332-1336 - Véronique Delvaux, Audrey Lavallée, Fanny Degouis, Xavier Saloppe, Jean-Louis Nandrino
Telling self-defining memories: An acoustic study of natural emotional speech productions. 1337-1341 - Laura Spinu
Voicing neutralization in Romanian fricatives across different speech styles. 1342-1346 - Sishi Liao
Nasal Coda Loss in the Chengdu Dialect of Mandarin: Evidence from RT-MRI. 1347-1351 - Philipp Buech
ema2wav: doing articulation by Praat. 1352-1356
Multi-, Cross-lingual and Other Topics in ASR I
- Lars Rumberg, Christopher Gebauer, Hanna Ehlert
Improving Phonetic Transcriptions of Children's Speech by Pronunciation Modelling with Constrained CTC-Decoding. 1357-1361 - Soky Kak, Sheng Li
Leveraging Simultaneous Translation for Enhancing Transcription of Low-resource Language via Cross Attention Mechanism. 1362-1366 - Saida Mussakhojayeva, Yerbolat Khassanov, Huseyin Atakan Varol:
KSC2: An Industrial-Scale Open-Source Kazakh Speech Corpus. 1367-1371 - Tünde Szalay
Knowledge of accent differences can be used to predict speech recognition. 1372-1376 - Maximilian Karl Scharf
Lombard Effect for Bilingual Speakers in Cantonese and English: importance of spectro-temporal features. 1377-1381 - Martin Flechl, Shou-Chun Yin, Junho Park, Peter Skala:
End-to-end speech recognition modeling from de-identified data. 1382-1386 - Aditya Yadavalli, Mirishkar Sai Ganesh, Anil Kumar Vuppala:
Multi-Task End-to-End Model for Telugu Dialect and Speech Recognition. 1387-1391 - Jiamin Xie, John H. L. Hansen:
DEFORMER: Coupling Deformed Localized Patterns with Global Context for Robust End-to-end Speech Recognition. 1392-1396
Zero, low-resource and multi-modal speech recognition I
- Yuna Lee, Seung Jun Baek:
Keyword Spotting with Synthetic Data using Heterogeneous Knowledge Distillation. 1397-1401 - Maureen de Seyssel
Probing phoneme, language and speaker information in unsupervised speech representations. 1402-1406 - Andrei Bîrladeanu, Helen Minnis, Alessandro Vinciarelli:
Automatic Detection of Reactive Attachment Disorder Through Turn-Taking Analysis in Clinical Child-Caregiver Sessions. 1407-1410 - Eesung Kim, Jae-Jin Jeon, Hyeji Seo, Hoon Kim:
Automatic Pronunciation Assessment using Self-Supervised Speech Representation Learning. 1411-1415 - Tyler Miller, David Harwath:
Exploring Few-Shot Fine-Tuning Strategies for Models of Visually Grounded Speech. 1416-1420 - Dongseong Hwang, Khe Chai Sim, Zhouyuan Huo, Trevor Strohman:
Pseudo Label Is Better Than Human Label. 1421-1425 - Werner van der Merwe, Herman Kamper
A Temporal Extension of Latent Dirichlet Allocation for Unsupervised Acoustic Unit Discovery. 1426-1430
Speaker Embedding and Diarization
- Siqi Zheng, Hongbin Suo, Qian Chen:
PRISM: Pre-trained Indeterminate Speaker Representation Model for Speaker Diarization and Speaker Verification. 1431-1435 - Xiaoyi Qin, Na Li, Chao Weng, Dan Su, Ming Li:
Cross-Age Speaker Verification: Learning Age-Invariant Speaker Embeddings. 1436-1440 - Weiqing Wang, Ming Li, Qingjian Lin:
Online Target Speaker Voice Activity Detection for Speaker Diarization. 1441-1445 - Niko Brummer, Albert Swart, Ladislav Mosner, Anna Silnova, Oldrich Plchot, Themos Stafylakis, Lukás Burget:
Probabilistic Spherical Discriminant Analysis: An Alternative to PLDA for length-normalized embeddings. 1446-1450 - Bin Gu:
Deep speaker embedding with frame-constrained training strategy for speaker verification. 1451-1455 - Yifan Chen, Yifan Guo, Qingxuan Li, Gaofeng Cheng, Pengyuan Zhang, Yonghong Yan:
Interrelate Training and Searching: A Unified Online Clustering Framework for Speaker Diarization. 1456-1460 - Mao-Kui He, Jun Du, Chin-Hui Lee:
End-to-End Audio-Visual Neural Speaker Diarization. 1461-1465 - Yanyan Yue, Jun Du, Mao-Kui He, Yu Ting Yeung, Renyu Wang:
Online Speaker Diarization with Core Samples Selection. 1466-1470 - Chenyu Yang, Yu Wang:
Robust End-to-end Speaker Diarization with Generic Neural Clustering. 1471-1475 - Tao Liu, Shuai Fan, Xu Xiang
MSDWild: Multi-modal Speaker Diarization Dataset in the Wild. 1476-1480 - Md. Iftekhar Tanveer, Diego Casabuena, Jussi Karlgren
Unsupervised Speaker Diarization that is Agnostic to Language, Overlap-Aware, and Tuning Free. 1481-1485 - Keisuke Kinoshita
Utterance-by-utterance overlap-aware neural diarization with Graph-PIT. 1486-1490 - Jie Wang, Yuji Liu, Binling Wang, Yiming Zhi, Song Li, Shipeng Xia, Jiayang Zhang, Feng Tong, Lin Li, Qingyang Hong:
Spatial-aware Speaker Diarizaiton for Multi-channel Multi-party Meeting. 1491-1495
Acoustic Event Detection and Classification
- Yunhao Liang, Yanhua Long, Yijie Li, Jiaen Liang:
Selective Pseudo-labeling and Class-wise Discriminative Fusion for Sound Event Detection. 1496-1500 - Peng Liu, Songbin Li, Jigang Tang:
An End-to-End Macaque Voiceprint Verification Method Based on Channel Fusion Mechanism. 1501-1505 - Liang Xu, Jing Wang, Lizhong Wang, Sijun Bi, Jianqian Zhang, Qiuyue Ma:
Human Sound Classification based on Feature Fusion Method with Air and Bone Conducted Signal. 1506-1510 - Dongchao Yang, Helin Wang, Zhongjie Ye, Yuexian Zou, Wenwu Wang:
RaDur: A Reference-aware and Duration-robust Network for Target Sound Detection. 1511-1515 - Achyut Mani Tripathi, Konark Paul:
Temporal Self Attention-Based Residual Network for Environmental Sound Classification. 1516-1520 - Juncheng Li, Shuhui Qu, Po-Yao Huang, Florian Metze:
AudioTagging Done Right: 2nd comparison of deep learning methods for environmental sound classification. 1521-1525 - Helin Wang, Dongchao Yang, Chao Weng, Jianwei Yu, Yuexian Zou:
Improving Target Sound Extraction with Timestamp Information. 1526-1530 - Ying Hu, Xiujuan Zhu, Yunlong Li, Hao Huang, Liang He:
A Multi-grained based Attention Network for Semi-supervised Sound Event Detection. 1531-1535 - Sangwook Park, Sandeep Reddy Kothinti, Mounya Elhilali:
Temporal coding with magnitude-phase regularization for sound event detection. 1536-1540 - Nian Shao
RCT: Random consistency training for semi-supervised sound event detection. 1541-1545 - Yifei Xin, Dongchao Yang, Yuexian Zou:
Audio Pyramid Transformer with Domain Adaption for Weakly Supervised Sound Event Detection and Audio Classification. 1546-1550 - Yu Wang, Mark Cartwright, Juan Pablo Bello
Active Few-Shot Learning for Sound Event Detection. 1551-1555 - Tong Ye, Shijing Si, Jianzong Wang
Uncertainty Calibration for Deep Audio Classifiers. 1556-1560 - Yuanbo Hou, Dick Botteldooren
Event-related data conditioning for acoustic event classification. 1561-1565
Speech Synthesis: Acoustic Modeling and Neural Waveform Generation II
- Haohan Guo, Hui Lu, Xixin Wu, Helen Meng:
A Multi-Scale Time-Frequency Spectrogram Discriminator for GAN-based Non-Autoregressive TTS. 1566-1570 - Dacheng Yin, Chuanxin Tang, Yanqing Liu, Xiaoqiang Wang, Zhiyuan Zhao, Yucheng Zhao, Zhiwei Xiong, Sheng Zhao, Chong Luo:
RetrieverTTS: Modeling Decomposed Factors for Text-Based Speech Insertion. 1571-1575 - Manh Luong, Viet-Anh Tran:
FlowVocoder: A small Footprint Neural Vocoder based Normalizing Flow for Speech Synthesis. 1576-1580 - Yanqing Liu, Ruiqing Xue, Lei He, Xu Tan, Sheng Zhao:
DelightfulTTS 2: End-to-End Speech Synthesis with Adversarial Vector-Quantized Auto-Encoders. 1581-1585 - Xin Yuan
AdaVocoder: Adaptive Vocoder for Custom Voice. 1586-1590 - Shengyuan Xu, Wenxiao Zhao, Jing Guo:
RefineGAN: Universally Generating Waveform Better than Ground Truth with Highly Accurate Pitch and Intensity Responses. 1591-1595 - Chenpeng Du
VQTTS: High-Fidelity Text-to-Speech Synthesis with Self-Supervised VQ Acoustic Feature. 1596-1600 - Mengnan He, Tingwei Guo, Zhenxing Lu, Ruixiong Zhang, Caixia Gong:
Improving GAN-based vocoder for fast and high-quality speech synthesis. 1601-1605 - Yuanhao Yi, Lei He, Shifeng Pan, Xi Wang, Yuchao Zhang:
SoftSpeech: Unsupervised Duration Model in FastSpeech 2. 1606-1610 - Haohan Guo, Feng-Long Xie, Frank K. Soong, Xixin Wu, Helen Meng:
A Multi-Stage Multi-Codebook VQ-VAE Approach to High-Performance Neural TTS. 1611-1615 - Yuhan Li, Ying Shen, Dongqing Wang, Lin Zhang:
SiD-WaveFlow: A Low-Resource Vocoder Independent of Prior Knowledge. 1616-1620 - Takeru Gorai, Daisuke Saito, Nobuaki Minematsu:
Text-to-speech synthesis using spectral modeling based on non-negative autoencoder. 1621-1625 - Hiroki Kanagawa, Yusuke Ijima, Hiroyuki Toda:
Joint Modeling of Multi-Sample and Subband Signals for Fast Neural Vocoding on CPU. 1626-1630 - Takuhiro Kaneko, Hirokazu Kameoka, Kou Tanaka, Shogo Seki:
MISRNet: Lightweight Neural Vocoder Using Multi-Input Single Shared Residual Blocks. 1631-1635 - Chenfeng Miao, Ting Chen, Minchuan Chen, Jun Ma, Shaojun Wang, Jing Xiao:
A compact transformer-based GAN vocoder. 1636-1640 - Hideyuki Tachibana
Diffusion Generative Vocoder for Fullband Speech Synthesis Based on Weak Third-order SDE Solver. 1641-1645
ASR: Architecture and Search
- Ehsan Variani, Michael Riley, David Rybach, Cyril Allauzen, Tongzhou Chen, Bhuvana Ramabhadran:
On Adaptive Weight Interpolation of the Hybrid Autoregressive Transducer. 1646-1650 - Ting-Wei Wu, I-Fan Chen, Ankur Gandhe:
Learning to rank with BERT-based confidence models in ASR rescoring. 1651-1655 - Jiatong Shi, George Saon
VQ-T: RNN Transducers using Vector-Quantized Prediction Network States. 1656-1660 - Binbin Zhang, Di Wu, Zhendong Peng, Xingchen Song, Zhuoyuan Yao, Hang Lv, Lei Xie, Chao Yang, Fuping Pan, Jianwei Niu:
WeNet 2.0: More Productive End-to-End Speech Recognition Toolkit. 1661-1665 - Yufei Liu, Rao Ma, Haihua Xu, Yi He, Zejun Ma, Weibin Zhang:
Internal Language Model Estimation Through Explicit Context Vector Learning for Attention-based Encoder-decoder ASR. 1666-1670 - Zehan Li, Haoran Miao, Keqi Deng, Gaofeng Cheng, Sanli Tian, Ta Li, Yonghong Yan:
Improving Streaming End-to-End ASR on Transformer-based Causal Models with Encoder States Revision Strategies. 1671-1675 - Ye Bai, Jie Li, Wenjing Han, Hao Ni, Kaituo Xu, Zhuo Zhang, Cheng Yi, Xiaorui Wang:
Parameter-Efficient Conformers via Sharing Sparsely-Gated Experts for End-to-End Speech Recognition. 1676-1680 - Zhanheng Yang, Sining Sun, Jin Li, Xiaoming Zhang, Xiong Wang, Long Ma, Lei Xie:
CaTT-KWS: A Multi-stage Customized Keyword Spotting Framework based on Cascaded Transducer-Transformer. 1681-1685 - Rui Wang, Qibing Bai, Junyi Ao, Long Zhou, Zhixiang Xiong, Zhihua Wei, Yu Zhang, Tom Ko, Haizhou Li:
LightHuBERT: Lightweight and Configurable Speech Representation Learning with Once-for-All Hidden-Unit BERT. 1686-1690 - Jash Rathod, Nauman Dawalatabad, Shatrughan Singh, Dhananjaya Gowda:
Multi-stage Progressive Compression of Conformer Transducer for On-device Speech Recognition. 1691-1695 - Weiran Wang, Ke Hu, Tara N. Sainath:
Streaming Align-Refine for Non-autoregressive Deliberation. 1696-1700 - Rongmei Lin, Yonghui Xiao, Tien-Ju Yang, Ding Zhao, Li Xiong, Giovanni Motta, Françoise Beaufays:
Federated Pruning: Improving Neural Network Efficiency with Federated Learning. 1701-1705 - Shaojin Ding, Weiran Wang, Ding Zhao, Tara N. Sainath, Yanzhang He, Robert David, Rami Botros, Xin Wang, Rina Panigrahy, Qiao Liang, Dongseong Hwang, Ian McGraw, Rohit Prabhavalkar, Trevor Strohman:
A Unified Cascaded Encoder ASR Model for Dynamic Model Sizes. 1706-1710 - Shaojin Ding, Phoenix Meadowlark, Yanzhang He, Lukasz Lew, Shivani Agrawal, Oleg Rybakov:
4-bit Conformer with Native Quantization Aware Training for Speech Recognition. 1711-1715 - Qiang Xu, Tongtong Song, Longbiao Wang, Hao Shi, Yuqin Lin, Yongjie Lv, Meng Ge, Qiang Yu, Jianwu Dang:
Self-Distillation Based on High-level Information Supervision for Compressing End-to-End ASR Model. 1716-1720
Spoken Language Processing II
- Ye Jia, Yifan Ding, Ankur Bapna, Colin Cherry, Yu Zhang, Alexis Conneau, Nobu Morioka:
Leveraging unsupervised and weakly-supervised data to improve direct speech-to-speech translation. 1721-1725 - Linh The Nguyen, Nguyen Luong Tran, Long Doan, Manh Luong, Dat Quoc Nguyen:
A High-Quality and Large-Scale Dataset for English-Vietnamese Speech Translation. 1726-1730 - Qian Wang, Chen Wang, Jiajun Zhang:
Investigating Parameter Sharing in Multilingual Speech Translation. 1731-1735 - Zehui Yang, Yifan Chen, Lei Luo, Runyan Yang, Lingxuan Ye, Gaofeng Cheng, Ji Xu, Yaohui Jin, Qingqing Zhang, Pengyuan Zhang, Lei Xie, Yonghong Yan:
Open Source MagicData-RAMC: A Rich Annotated Mandarin Conversational(RAMC) Speech Dataset. 1736-1740 - Chengfei Li, Shuhao Deng, Yaoping Wang, Guangjing Wang, Yaguang Gong, Changbin Chen, Jinfeng Bai:
TALCS: An open-source Mandarin-English code-switching corpus and a speech recognition baseline. 1741-1745 - Keqi Deng, Shinji Watanabe
Blockwise Streaming Transformer for Spoken Language Understanding and Simultaneous Speech Translation. 1746-1750 - Nguyen Luong Tran, Duong Minh Le, Dat Quoc Nguyen:
BARTpho: Pre-trained Sequence-to-Sequence Models for Vietnamese. 1751-1755 - Maxim Markitantov, Elena Ryumina
Biometric Russian Audio-Visual Extended MASKS (BRAVE-MASKS) Corpus: Multimodal Mask Type Recognition Task. 1756-1760 - Jen-Tzung Chien
Bayesian Transformer Using Disentangled Mask Attention. 1761-1765 - Hang Chen, Jun Du, Yusheng Dai, Chin-Hui Lee, Sabato Marco Siniscalchi, Shinji Watanabe
Audio-Visual Speech Recognition in MISP2021 Challenge: Dataset Release and Deep Analysis. 1766-1770 - Danni Liu, Changhan Wang, Hongyu Gong, Xutai Ma, Yun Tang, Juan Miguel Pino:
From Start to Finish: Latency Reduction Strategies for Incremental Speech Synthesis in Simultaneous Speech-to-Speech Translation. 1771-1775 - Derek Tam, Surafel Melaku Lakew, Yogesh Virkar, Prashant Mathur, Marcello Federico:
Isochrony-Aware Neural Machine Translation for Automatic Dubbing. 1776-1780 - Qianqian Dong, Fengpeng Yue, Tom Ko, Mingxuan Wang, Qibing Bai, Yu Zhang:
Leveraging Pseudo-labeled Data to Improve Direct Speech-to-Speech Translation. 1781-1785
Source Separation I
- Zexu Pan, Meng Ge, Haizhou Li:
A Hybrid Continuity Loss to Reduce Over-Suppression for Time-domain Target Speaker Extraction. 1786-1790 - Axel Berg
Extending GCC-PHAT using Shift Equivariant Neural Networks. 1791-1795 - Efthymios Tzinis, Gordon Wichern, Aswin Shanmugam Subramanian, Paris Smaragdis, Jonathan Le Roux:
Heterogeneous Target Speech Separation. 1796-1800 - Xubo Liu, Haohe Liu, Qiuqiang Kong, Xinhao Mei, Jinzheng Zhao, Qiushi Huang, Mark D. Plumbley, Wenwu Wang:
Separate What You Describe: Language-Queried Audio Source Separation. 1801-1805 - Dejan Markovic, Alexandre Défossez, Alexander Richard:
Implicit Neural Spatial Filtering for Multichannel Source Separation in the Waveform Domain. 1806-1810
ASR Technologies and Systems
- Jumon Nozaki, Tatsuya Kawahara, Kenkichi Ishizuka, Taiichi Hashimoto:
End-to-end Speech-to-Punctuated-Text Recognition. 1811-1815 - Adrien Pupier
End-to-End Dependency Parsing of Spoken French. 1816-1820 - Shuo-Yiin Chang, Bo Li, Tara N. Sainath, Chao Zhang, Trevor Strohman, Qiao Liang, Yanzhang He:
Turn-Taking Prediction for Natural Conversational Speech. 1821-1825 - Shuo-Yiin Chang, Guru Prakash, Zelin Wu, Tara N. Sainath, Bo Li, Qiao Liang, Adam Stambler, Shyam Upadhyay, Manaal Faruqui, Trevor Strohman:
Streaming Intended Query Detection using E2E Modeling for Continued Conversation. 1826-1830 - Jan Lehecka, Jan Svec
Exploring Capabilities of Monolingual Audio Transformers using Large Datasets in Automatic Speech Recognition of Czech. 1831-1835 - Rodrigo Schoburg Carrillo de Mira
SVTS: Scalable Video-to-Speech Synthesis. 1836-1840
Speech Perception
- Takeshi Kishiyama, Chuyu Huang, Yuki Hirose:
One-step models in pitch perception: Experimental evidence from Japanese. 1841-1845 - Rubén Pérez Ramón, Martin Cooke, María Luisa García Lecumberri:
Generating iso-accented stimuli for second language research: methodology and a dataset for Spanish-accented English. 1846-1850 - Adrian Leemann, Péter Jeszenszky, Carina Steiner, Corinne Lanthemann:
Factors affecting the percept of Yanny v. Laurel (or mixed): Insights from a large-scale study on Swiss German listeners. 1851-1855 - Zhaoyan Zhang, Jason Zhang, Jody Kreiman:
Effects of laryngeal manipulations on voice gender perception. 1856-1860 - Boram Lee, Naomi Yamaguchi
Why is Korean lenis stop difficult to perceive for L2 Korean learners? 1861-1865 - Alvaro Martin Iturralde Zurita, Meghan Clayards:
Lexical stress in Spanish word segmentation. 1866-1870
Spoken Term Detection and Voice Search
- Hyeon-Kyeong Shin, Hyewon Han
Learning Audio-Text Agreement for Open-vocabulary Keyword Spotting. 1871-1875 - Badr M. Abdullah, Bernd Möbius
Integrating Form and Meaning: A Multi-Task Learning Model for Acoustic Word Embeddings. 1876-1880 - Seunghan Yang, Byeonggeun Kim, Inseop Chung, Simyung Chang:
Personalized Keyword Spotting through Multi-task Learning. 1881-1885 - Jan Svec
Deep LSTM Spoken Term Detection using Wav2Vec 2.0 Recognizer. 1886-1890 - Christin Jose, Joe Wang, Grant P. Strimel, Mohammad Omar Khursheed, Yuriy Mishchenko, Brian Kulis:
Latency Control for Keyword Spotting. 1891-1895 - Prateeth Nayak, Takuya Higuchi, Anmol Gupta, Shivesh Ranjan, Stephen Shum, Siddharth Sigtia, Erik Marchi, Varun Lakshminarasimhan, Minsik Cho, Saurabh Adya, Chandra Dhir, Ahmed H. Tewfik:
Improving Voice Trigger Detection with Metric Learning. 1896-1900
Speech and Language in Health: From Remote Monitoring to Medical Conversations I
- Hagen Soltau, Izhak Shafran, Mingqiu Wang, Laurent El Shafey:
RNN Transducers for Named Entity Recognition with constraints on alignment for understanding medical conversations. 1901-1905 - Zixiu Wu, Rim Helaoui, Diego Reforgiato Recupero, Daniele Riboni:
Towards Automated Counselling Decision-Making: Remarks on Therapist Action Forecasting on the AnnoMI Dataset. 1906-1910 - Salvatore Fara, Stefano Goria, Emilia Molimpakis, Nicholas Cummins
Speech and the n-Back task as a lens into depression. How combining both may allow us to isolate different core symptoms of depression. 1911-1915 - Amrit Romana, Minxue Niu, Matthew Perez
Enabling Off-the-Shelf Disfluency Detection and Categorization for Pathological Speech. 1916-1920 - Catarina Botelho, Tanja Schultz
Challenges of using longitudinal and cross-domain corpora on studies of pathological speech. 1921-1925
Speech Synthesis: Linguistic Processing, Paradigms and Other Topics I
- Yi-Chang Chen, Yu-Chuan Steven, Yen-Cheng Chang, Yi-Ren Yeh:
g2pW: A Conditional Weighted Softmax BERT for Polyphone Disambiguation in Mandarin. 1926-1930 - Byeongseon Park, Ryuichi Yamamoto, Kentaro Tachibana:
A Unified Accent Estimation Method Based on Multi-Task Learning for Japanese Text-to-Speech. 1931-1935 - Tuomo Raitio, Petko Petkov, Jiangchuan Li, P. V. Muhammed Shifas, Andrea Davis, Yannis Stylianou:
Vocal effort modeling in neural TTS for improving the intelligibility of synthetic speech in noise. 1936-1940 - Eunwoo Song, Ryuichi Yamamoto, Ohsung Kwon, Chan-Ho Song, Min-Jae Hwang, Suhyeon Oh, Hyun-Wook Yoon, Jin-Seob Kim, Jae-Min Kim:
TTS-by-TTS 2: Data-Selective Augmentation for Neural Speech Synthesis Using Ranking Support Vector Machine with Variational Autoencoder. 1941-1945 - Giulia Comini, Goeric Huybrechts, Manuel Sam Ribeiro, Adam Gabrys, Jaime Lorenzo-Trueba:
Low-data? No problem: low-resource, language-agnostic conversational text-to-speech via F0-conditioned data augmentation. 1946-1950
Show and Tell II
- Digvijay Ingle, Ayush Kumar, Krishnachaitanya Gogineni, Jithendra Vepa:
Real-Time Monitoring of Silences in Contact Center Conversations. 1951-1952 - Konrad Zielinski, Marek Grzelec, Martin Hagmüller:
Humanizing bionic voice: interactive demonstration of aesthetic design and control factors influencing the devices assembly and waveshape engineering. 1953-1954 - Damien Ronssin, Milos Cernak:
Application for Real-time Personalized Speaker Extraction. 1955-1956 - Debarpan Bhattacharya, Debottam Dutta, Neeraj Kumar Sharma, Srikanth Raj Chetupalli, Pravin Mote, Sriram Ganapathy, Chandrakiran C, Sahiti Nori, Suhail K. K, Sadhana Gonuguntla, Murali Alagesan:
Coswara: A website application enabling COVID-19 screening by analysing respiratory sound samples and health symptoms. 1957-1958 - P. Schäfer, Paula Andrea Pérez-Toro, Philipp Klumpp, Juan Rafael Orozco-Arroyave, Elmar Nöth, Andreas K. Maier, A. Abad, Maria Schuster, Tomás Arias-Vergara:
CoachLea: an Android Application to Evaluate the Speech Production and Perception of Children with Hearing Loss. 1959-1960 - Fasih Haider, Saturnino Luz:
An Automated Mood Diary for Older User's using Ambient Assisted Living Recorded Speech. 1961-1962
Multimodal Speech Emotion Recognition and Paralinguistics
- Hai-tao Xu, Jie Zhang, Li-Rong Dai:
Differential Time-frequency Log-mel Spectrogram Features for Vision Transformer Based Infant Cry Recognition. 1963-1967 - Daniel Fernau, Stefan Hillmann
Towards Automated Dialog Personalization using MBTI Personality Indicators. 1968-1972 - Fan Qian, Hongwei Song, Jiqing Han:
Word-wise Sparse Attention for Multimodal Sentiment Analysis. 1973-1977 - Tarun Gupta, Duc-Tuan Truong
Estimation of speaker age and height from speech signal using bi-encoder transformer mixture model. 1978-1982 - Weiqiao Zheng, Ping Yang, Rongfeng Lai, Kongyang Zhu, Tao Zhang, Junpeng Zhang, Hongcheng Fu:
Exploring Multi-task Learning Based Gender Recognition and Age Estimation for Class-imbalanced Data. 1983-1987 - Jie Wei
Audio-Visual Domain Adaptation Feature Fusion for Speech Emotion Recognition. 1988-1992 - Minyue Zhang, Hongwei Ding:
Impact of Background Noise and Contribution of Visual Information in Emotion Identification by Native Mandarin Speakers. 1993-1997 - Wei Yang, Satoru Fukayama, Panikos Heracleous, Jun Ogata:
Exploiting Fine-tuning of Self-supervised Learning Models for Improving Bi-modal Sentiment Analysis and Emotion Recognition. 1998-2002 - Dehua Tao, Tan Lee
Characterizing Therapist's Speaking Style in Relation to Empathy in Psychotherapy. 2003-2007 - Dehua Tao, Tan Lee
Hierarchical Attention Network for Evaluating Therapist Empathy in Counseling Session. 2008-2012 - Jinchao Li, Shuai Wang, Yang Chao, Xunying Liu, Helen Meng:
Context-aware Multimodal Fusion for Emotion Recognition. 2013-2017 - Jinhan Wang, Vijay Ravi, Jonathan Flint, Abeer Alwan:
Unsupervised Instance Discriminative Learning for Depression Detection from Speech Signals. 2018-2022 - Nasim Mahdinazhad Sardhaei, Marzena Zygis, Hamid Sharifzadeh:
How do our eyebrows respond to masks and whispering? The case of Persians. 2023-2027 - Alice Baird, Panagiotis Tzirakis, Jeffrey A. Brooks, Lauren Kim, Michael Opara, Christopher B. Gregory, Jacob Metrick, Garrett Boseck, Dacher Keltner, Alan Cowen:
State & Trait Measurement from Nonverbal Vocalizations: A Multi-Task Joint Learning Approach. 2028-2032 - Amruta Saraf, Ganesh Sivaraman, Elie Khoury
Confidence Measure for Automatic Age Estimation From Speech. 2033-2037
Neural Transducers, Streaming ASR and Novel ASR Models
- Andrea Fasoli, Chia-Yu Chen, Mauricio J. Serrano, Swagath Venkataramani, George Saon
Accelerating Inference and Language Model Fusion of Recurrent Neural Network Transducers via End-to-End 4-bit Quantization. 2038-2042 - Guangzhi Sun, Chao Zhang, Philip C. Woodland:
Tree-constrained Pointer Generator with Graph Neural Network Encodings for Contextual Speech Recognition. 2043-2047 - Junfeng Hou, Jinkun Chen, Wanyu Li, Yufeng Tang, Jun Zhang, Zejun Ma:
Bring dialogue-context into RNN-T for streaming ASR. 2048-2052 - Felix Weninger, Marco Gaudesi, Md. Akmal Haidar, Nicola Ferri, Jesús Andrés-Ferrer, Puming Zhan:
Conformer with dual-mode chunked attention for joint online and offline ASR. 2053-2057 - Wei Zhou
Efficient Training of Neural Transducer for Speech Recognition. 2058-2062 - Zhifu Gao, Shiliang Zhang, Ian McLoughlin
Paraformer: Fast and Accurate Parallel Transformer for Non-autoregressive End-to-End Speech Recognition. 2063-2067 - Fangjun Kuang, Liyong Guo, Wei Kang, Long Lin, Mingshuang Luo, Zengwei Yao, Daniel Povey:
Pruned RNN-T for fast, memory-efficient ASR training. 2068-2072 - Xianchao Wu:
Deep Sparse Conformer for Speech Recognition. 2073-2077 - Hung-Shin Lee, Pin-Tuan Huang, Yao-Fei Cheng, Hsin-Min Wang:
Chain-based Discriminative Autoencoders for Speech Recognition. 2078-2082 - Jay Mahadeokar, Yangyang Shi, Ke Li, Duc Le, Jiedan Zhu, Vikas Chandra, Ozlem Kalinli, Michael L. Seltzer:
Streaming parallel transducer beam search with fast slow cascaded encoders. 2083-2087 - Mohan Li, Rama Sanand Doddipatla
Self-regularised Minimum Latency Training for Streaming Transformer-based Speech Recognition. 2088-2092 - Dario Albesano, Jesús Andrés-Ferrer, Nicola Ferri, Puming Zhan:
On the Prediction Network Architecture in RNN-T for ASR. 2093-2097 - Yusuke Shinohara, Shinji Watanabe
Minimum latency training of sequence transducers for streaming end-to-end speech recognition. 2098-2102 - Keyu An, Huahuan Zheng, Zhijian Ou, Hongyu Xiang, Ke Ding, Guanglu Wan:
CUSIDE: Chunking, Simulating Future Context and Decoding for Streaming ASR. 2103-2107 - Xianchao Wu:
Attention Enhanced Citrinet for Speech Recognition. 2108-2112
Zero, Low-resource and Multi-Modal Speech Recognition II
- Qiantong Xu, Alexei Baevski, Michael Auli:
Simple and Effective Zero-shot Cross-lingual Phoneme Recognition. 2113-2117 - Bowen Shi, Wei-Ning Hsu, Abdelrahman Mohamed:
Robust Self-Supervised Audio-Visual Speech Recognition. 2118-2122 - Robin Algayres, Adel Nabli, Benoît Sagot, Emmanuel Dupoux:
Speech Sequence Embeddings using Nearest Neighbors Contrastive Learning. 2123-2127 - Junhao Xu, Shoukang Hu, Xunying Liu, Helen Meng:
Towards Green ASR: Lossless 4-bit Quantization of a Hybrid TDNN System on the 300-hr Swithboard Corpus. 2128-2132 - Siqing Qin
Finer-grained Modeling units-based Meta-Learning for Low-resource Tibetan Speech Recognition. 2133-2137
Atypical Speech Analysis and Detection
- Parvaneh Janbakhshi, Ina Kodrasi
Adversarial-Free Speaker Identity-Invariant Representation Learning for Automatic Dysarthric Speech Classification. 2138-2142 - Zhenglin Zhang
Automated Detection of Wilson's Disease Based on Improved Mel-frequency Cepstral Coefficients with Signal Decomposition. 2143-2147 - Zixia Fan
The effect of backward noise on lexical tone discrimination in Mandarin-speaking amusics. 2148-2152 - Xiaoquan Ke, Man-Wai Mak, Helen M. Meng:
Automatic Selection of Discriminative Features for Dementia Detection in Cantonese-Speaking People. 2153-2157 - Zhuoya Liu, Mark A. Huckvale, Julian McGlashan:
Automated Voice Pathology Discrimination from Continuous Speech Benefits from Analysis by Phonetic Context. 2158-2162 - Adria Mallol-Ragolta, Helena Cuesta, Emilia Gómez, Björn W. Schuller:
Multi-Type Outer Product-Based Fusion of Respiratory Sounds for Detecting COVID-19. 2163-2167 - Xueshuai Zhang, Jiakun Shen, Jun Zhou, Pengyuan Zhang, Yonghong Yan, Zhihua Huang, Yanfen Tang, Yu Wang, Fujie Zhang, Shaoxing Zhang, Aijun Sun:
Robust Cough Feature Extraction and Classification Method for COVID-19 Cough Detection Based on Vocalization Characteristics. 2168-2172 - Farhad Javanmardi, Sudarsana Reddy Kadiri
Comparing 1-dimensional and 2-dimensional spectral feature representations in voice pathology detection using machine learning and deep learning classifiers. 2173-2177 - Gerasimos Chatzoudis, Manos Plitsis, Spyridoula Stamouli, Athanasia-Lida Dimou, Nassos Katsamanis, Vassilis Katsouros:
Zero-Shot Cross-lingual Aphasia Detection using Automatic Speech Recognition. 2178-2182 - Youxiang Zhu, Xiaohui Liang, John A. Batsis, Robert M. Roth:
Domain-aware Intermediate Pretraining for Dementia Detection with Limited Data. 2183-2187 - Cécile Fougeron, Nicolas Audibert, Ina Kodrasi
Comparison of 5 methods for the evaluation of intelligibility in mild to moderate French dysarthric speech. 2188-2192
Adaptation, Transfer Learning, and Distillation for ASR
- Kuan-Po Huang, Yu-Kuan Fu, Yu Zhang, Hung-yi Lee:
Improving Distortion Robustness of Self-supervised Speech Processing Tasks with Domain Adaptation. 2193-2197 - Guan-Ting Lin, Shang-Wen Li, Hung-yi Lee:
Listen, Adapt, Better WER: Source-free Single-utterance Test-time Adaptation for Automatic Speech Recognition. 2198-2202 - Kwanghee Choi, Hyung-Min Park:
Distilling a Pretrained Language Model to a Multilingual ASR Model. 2203-2207 - Hiroaki Sato, Tomoyasu Komori, Takeshi Mishima, Yoshihiko Kawai, Takahiro Mochizuki, Shoei Sato, Tetsuji Ogawa:
Text-Only Domain Adaptation Based on Intermediate CTC. 2208-2212 - Jenthe Thienpondt, Kris Demuynck:
Transfer Learning for Robust Low-Resource Children's Speech ASR with Transformers and Source-Filter Warping. 2213-2217 - Yuki Takashima, Shota Horiguchi, Shinji Watanabe
Updating Only Encoders Prevents Catastrophic Forgetting of End-to-End ASR Models. 2218-2222
Speaker and Language Recognition I
- Jeong-Hwan Choi, Joon-Young Yang, Ye-Rin Jeoung, Joon-Hyuk Chang:
Improved CNN-Transformer using Broadcasted Residual Learning for Text-Independent Speaker Verification. 2223-2227 - Jee-weon Jung, You Jin Kim, Hee-Soo Heo, Bong-Jin Lee, Youngki Kwon, Joon Son Chung:
Pushing the limits of raw waveform speaker recognition. 2228-2232 - Hexin Liu, Leibny Paola García-Perera, Andy W. H. Khong, Suzy J. Styles, Sanjeev Khudanpur:
PHO-LID: A Unified Model Incorporating Acoustic-Phonetic and Phonotactic Information for Language Identification. 2233-2237 - Moakala Tzudir, Priyankoo Sarmah, S. R. Mahadeva Prasanna:
Prosodic Information in Dialect Identification of a Tonal Language: The case of Ao. 2238-2242 - Wo Jae Lee, Emanuele Coviello:
A Multimodal Strategy for Singing Language Identification. 2243-2247
Pathological Speech Analysis
- Khalid Daoudi, Biswajit Das, Solange Milhé de Saint Victor, Alexandra Foubert-Samier, Margherita Fabbri, Anne Pavy-Le Traon, Olivier Rascol, Virginie Woisard, Wassilios G. Meissner
A comparative study on vowel articulation in Parkinson's disease and multiple system atrophy. 2248-2252 - Luc Ardaillon, Nathalie Henrich Bernardoni, Olivier Perrotin:
Voicing decision based on phonemes classification and spectral moments for whisper-to-speech conversion. 2253-2257 - Tanya Talkar, Christina Manxhari, James J. Williamson, Kara M. Smith, Thomas F. Quatieri:
Speech Acoustics in Mild Cognitive Impairment and Parkinson's Disease With and Without Concurrent Drawing Tasks. 2258-2262 - Kelvin Tran, Lingfeng Xu
Investigating the Impact of Speech Compression on the Acoustics of Dysarthric Speech. 2263-2267 - Avamarie Brueggeman, John H. L. Hansen:
Speaker Trait Enhancement for Cochlear Implant Users: A Case Study for Speaker Emotion Perception. 2268-2272 - Neha Reddy
Optimal thyroplasty implant shape and stiffness for treatment of acute unilateral vocal fold paralysis: Evidence from a canine in vivo phonation model. 2273-2277
Cross/Multi-lingual ASR
- Arun Babu, Changhan Wang, Andros Tjandra, Kushal Lakhotia, Qiantong Xu, Naman Goyal, Kritika Singh, Patrick von Platen, Yatharth Saraf, Juan Pino, Alexei Baevski, Alexis Conneau, Michael Auli:
XLS-R: Self-supervised Cross-lingual Speech Representation Learning at Scale. 2278-2282 - Janine Rugayan, Torbjørn Svendsen
Semantically Meaningful Metrics for Norwegian ASR Systems. 2283-2287 - Ondrej Klejch, Electra Wallington, Peter Bell:
Deciphering Speech: a Zero-Resource Approach to Cross-Lingual Transfer in ASR. 2288-2292 - Rishabh Kumar, Devaraja Adiga, Rishav Ranjan, Amrith Krishna, Ganesh Ramakrishnan, Pawan Goyal, Preethi Jyothi:
Linguistically Informed Post-processing for ASR Error correction in Sanskrit. 2293-2297 - Mahir Morshed, Mark Hasegawa-Johnson:
Cross-lingual articulatory feature information transfer for speech recognition using recurrent progressive neural networks. 2298-2302
Speaking Styles and Interaction Styles I
- Diego Aguirre, Nigel G. Ward, Jonathan E. Avila, Heike Lehnert-LeHouillier:
Comparison of Models for Detecting Off-Putting Speaking Styles. 2303-2307 - Seiya Kawano, Muteki Arioka, Akishige Yuguchi, Kenta Yamamoto, Koji Inoue, Tatsuya Kawahara, Satoshi Nakamura, Koichiro Yoshino:
Multimodal Persuasive Dialogue Corpus using Teleoperated Android. 2308-2312 - Yookyung Shin, Younggun Lee
Text-driven Emotional Style Control and Cross-speaker Style Transfer in Neural TTS. 2313-2317 - Adaeze O. Adigwe, Esther Klabbers:
Strategies for developing a Conversational Speech Dataset for Text-To-Speech Synthesis. 2318-2322 - Xiyuan Gao, Shekhar Nayak, Matt Coler:
Deep CNN-based Inductive Transfer Learning for Sarcasm Detection in Speech. 2323-2327
Speaking Styles and Interaction Styles II
- Kentaro Mitsui, Tianyu Zhao, Kei Sawada, Yukiya Hono, Yoshihiko Nankaku, Keiichi Tokuda:
End-to-End Text-to-Speech Based on Latent Representation of Speaking Styles Using Spontaneous Dialogue. 2328-2332 - Amber Afshan, Abeer Alwan:
Attention-based conditioning methods using variable frame rate for style-robust speaker verification. 2333-2337 - Amber Afshan, Abeer Alwan:
Learning from human perception to improve automatic speaker verification in style-mismatched conditions. 2338-2342 - Katariina Martikainen, Jussi Karlgren
Exploring audio-based stylistic variation in podcasts. 2343-2347
Speech Synthesis: Tools, Data, and Evaluation
- Kamil Deja
Automatic Evaluation of Speaker Similarity. 2348-2352 - Ziyao Zhang, Alessio Falai, Ariadna Sánchez, Orazio Angelini, Kayoko Yanagisawa:
Mix and Match: An Empirical Study on Training Corpus Composition for Polyglot Text-To-Speech (TTS). 2353-2357 - Shinnosuke Takamichi, Wataru Nakata, Naoko Tanji, Hiroshi Saruwatari:
J-MAC: Japanese multi-speaker audiobook corpus for speech synthesis. 2358-2362 - Jacob Webber, Samuel K. Lo, Isaac L. Bleaman:
REYD - The First Yiddish Text-to-Speech Dataset and System. 2363-2367 - Marcel de Korte, Jaebok Kim, Aki Kunikoshi, Adaeze Adigwe, Esther Klabbers:
Data-augmented cross-lingual synthesis in a teacher-student framework. 2368-2372 - Ayushi Pandey, Sébastien Le Maguer, Julie Carson-Berndsen
Production characteristics of obstruents in WaveNet and older TTS systems. 2373-2377 - Sébastien Le Maguer
Back to the Future: Extending the Blizzard Challenge 2013. 2378-2382 - Josh Meyer, David Ifeoluwa Adelani, Edresson Casanova, Alp Öktem, Daniel Whitenack
BibleTTS: a large, high-fidelity, multilingual, and uniquely African speech corpus. 2383-2387 - Georgia Maniati, Alexandra Vioni, Nikolaos Ellinas, Karolos Nikitaras, Konstantinos Klapsas, June Sig Sung, Gunu Jho, Aimilios Chalamandaris, Pirros Tsiakoulis:
SOMOS: The Samsung Open MOS Dataset for the Evaluation of Neural Text-to-Speech Synthesis. 2388-2392
Acoustic Signal Representation and Analysis II
- Byeonggeun Kim, Seunghan Yang, Jangho Kim, Hyunsin Park, Juntae Lee, Simyung Chang:
Domain Generalization with Relaxed Instance Frequency-wise Normalization for Multi-device Acoustic Scene Classification. 2393-2397 - Rui Tao, Long Yan, Kazushige Ouchi, Xiangdong Wang:
Couple learning for semi-supervised sound event detection. 2398-2402 - Rajeev Rajan, Ananya Ayasi
Oktoechos Classification in Liturgical Music Using SBU-LSTM/GRU. 2403-2407 - Yuhang He, Andrew Markham:
SoundDoA: Learn Sound Source Direction of Arrival and Semantics from Sound Raw Waveforms. 2408-2412 - Christian Bergler, Alexander Barnhill
ORCA-WHISPER: An Automatic Killer Whale Sound Type Generation Toolkit Using Deep Learning. 2413-2417 - Joon-Hyuk Chang, Won-Gook Choi:
Convolutional Recurrent Neural Network with Auxiliary Stream for Robust Variable-Length Acoustic Scene Classification. 2418-2422 - Shahaf Bassan, Yossi Adi, Jeffrey S. Rosenschein:
Unsupervised Symbolic Music Segmentation using Ensemble Temporal Prediction Errors. 2423-2427 - Amir Shirian, Krishna Somandepalli, Victor Sanchez, Tanaya Guha:
Visually-aware Acoustic Event Detection using Heterogeneous Graphs. 2428-2432 - Arshdeep Singh
A Passive Similarity based CNN Filter Pruning for Efficient Acoustic Scene Classification. 2433-2437 - Alan Baade, Puyuan Peng, David Harwath:
MAE-AST: Masked Autoencoding Audio Spectrogram Transformer. 2438-2442
Speech and Language in Health: From Remote Monitoring to Medical Conversations II
- Sebastian Peter Bayerl, Gabriel Roccabruna, Shammur Absar Chowdhury, Tommaso Ciulli, Morena Danieli, Korbinian Riedhammer
What can Speech and Language Tell us About the Working Alliance in Psychotherapy. 2443-2447 - Geoffrey T. Frost, Grant Theron
TB or not TB? Acoustic cough analysis for tuberculosis classification. 2448-2452 - Visar Berisha, Chelsea Krantsevich, Gabriela Stegmann, Shira Hahn, Julie Liss:
Are reported accuracies in the clinical speech machine learning literature overoptimistic? 2453-2457 - Bahman Mirheidari, André Bittar, Nicholas Cummins
Automatic Detection of Expressed Emotion from Five-Minute Speech Samples: Challenges and Opportunities. 2458-2462 - Bahman Mirheidari, Daniel Blackburn
Automatic cognitive assessment: Combining sparse datasets with disparate cognitive scores. 2463-2467 - Ting Dang
Exploring Semi-supervised Learning for Audio-based COVID-19 Detection using FixMatch. 2468-2472 - Debarpan Bhattacharya, Debottam Dutta, Neeraj Kumar Sharma
Analyzing the impact of SARS-CoV-2 variants on respiratory sound signals. 2473-2477 - Franziska Braun, Markus Förstel, Bastian Oppermann, Andreas Erzigkeit, Hartmut Lehfeld, Thomas Hillemacher, Korbinian Riedhammer
Automated Evaluation of Standardized Dementia Screening Tests. 2478-2482 - Paula Andrea Pérez-Toro
Alzheimer's Detection from English to Spanish Using Acoustic and Linguistic Embeddings. 2483-2487 - Jing Su, Longxiang Zhang, Hamid Reza Hassanzadeh, Thomas Schaaf:
Extract and Abstract with BART for Clinical Notes from Doctor-Patient Conversations. 2488-2492 - Bishal Lamichhane
Dyadic Interaction Assessment from Free-living Audio for Depression Severity Assessment. 2493-2497 - Venkata Srikanth Nallanthighal, Aki Härmä
COVID-19 detection based on respiratory sensing from speech. 2498-2502
Dereverberation and Echo Cancellation
- Xiaoxue Luo, Chengshi Zheng, Andong Li, Yuxuan Ke, Xiaodong Li:
Bifurcation and Reunion: A Loss-Guided Two-Stage Approach for Monaural Speech Dereverberation. 2503-2507 - Linjuan Cheng, Chengshi Zheng, Andong Li, Yuquan Wu, Renhua Peng, Xiaodong Li:
A deep complex multi-frame filtering network for stereophonic acoustic echo cancellation. 2508-2512 - Chang Han, Weiping Tu, Yuhong Yang, Jingyi Li, Xinhong Li:
Speaker- and Phone-aware Convolutional Transformer Network for Acoustic Echo Cancellation. 2513-2517 - Shimin Zhang, Ziteng Wang, Yukai Ju, Yihui Fu, Yueyue Na, Qiang Fu, Lei Xie:
Personalized Acoustic Echo Cancellation for Full-duplex Communications. 2518-2522 - Chenggang Zhang, Jinjiang Liu, Xueliang Zhang:
LCSM: A Lightweight Complex Spectral Mapping Framework for Stereophonic Acoustic Echo Cancellation. 2523-2527 - Vinay Kothapally, Yong Xu, Meng Yu, Shi-Xiong Zhang, Dong Yu:
Joint Neural AEC and Beamforming with Double-Talk Detection. 2528-2532 - Karim Helwani, Erfan Soltanmohammadi, Michael Mark Goodwin, Arvindh Krishnaswamy:
Clock Skew Robust Acoustic Echo Cancellation. 2533-2537 - Sankaran Panchapagesan, Arun Narayanan, Turaj Zakizadeh Shabestary, Shuai Shao, Nathan Howard, Alex Park, James Walker, Alexander Gruenstein:
A Conformer-based Waveform-domain Neural Acoustic Echo Canceller Optimized for ASR Accuracy. 2538-2542 - Vinay Kothapally, John H. L. Hansen:
Complex-Valued Time-Frequency Self-Attention for Speech Dereverberation. 2543-2547
Voice Conversion and Adaptation III
- Liumeng Xue, Shan Yang, Na Hu, Dan Su, Lei Xie:
Learning Noise-independent Speech Representation for High-quality Voice Conversion for Noisy Target Speakers. 2548-2552 - Sicheng Yang
Speech Representation Disentanglement with Adversarial Mutual Information Learning for One-shot Voice Conversion. 2553-2557 - Jiahong Huang, Wen Xu, Yule Li, Junshi Liu, Dongpeng Ma, Wei Xiang:
FlowCPCVC: A Contrastive Predictive Coding Supervised Flow Framework for Any-to-Any Voice Conversion. 2558-2562 - Yi Lei, Shan Yang, Jian Cong, Lei Xie, Dan Su:
Glow-WaveGAN 2: High-quality Zero-shot Text-to-speech Synthesis and Any-to-any Voice Conversion. 2563-2567 - Yihan Wu, Xu Tan, Bohan Li, Lei He, Sheng Zhao, Ruihua Song, Tao Qin, Tie-Yan Liu:
AdaSpeech 4: Adaptive Text to Speech in Zero-Shot Scenarios. 2568-2572 - Yixuan Zhou, Changhe Song, Xiang Li, Luwen Zhang, Zhiyong Wu, Yanyao Bian, Dan Su, Helen Meng:
Content-Dependent Fine-Grained Speaker Embedding for Zero-Shot Speaker Adaptation in Text-to-Speech Synthesis. 2573-2577 - Haoquan Yang, Liqun Deng, Yu Ting Yeung, Nianzu Zheng, Yong Xu:
Streamable Speech Representation Disentanglement and Multi-Level Prosody Modeling for Live One-Shot Voice Conversion. 2578-2582 - Tuan-Nam Nguyen, Ngoc-Quan Pham, Alexander Waibel:
Accent Conversion using Pre-trained Model and Synthesized Data from Voice Conversion. 2583-2587 - Pol van Rijn, Silvan Mertes, Dominik Schiller, Piotr Dura, Hubert Siuzdak, Peter M. C. Harrison, Elisabeth André
VoiceMe: Personalized voice generation in TTS. 2588-2592 - Ruibin Yuan, Yuxuan Wu, Jacob Li, Jaxter Kim:
DeID-VC: Speaker De-identification via Zero-shot Pseudo Voice Conversion. 2593-2597 - Jiachen Lian, Chunlei Zhang, Gopala Krishna Anumanchipalli, Dong Yu:
Towards Improved Zero-shot Voice Conversion with Conditional DSVAE. 2598-2602 - Zongyang Du, Berrak Sisman, Kun Zhou, Haizhou Li:
Disentanglement of Emotional Style and Speaker Identity for Expressive Voice Conversion. 2603-2607
Novel Models and Training Methods for ASR III
- Zhong Meng, Yashesh Gaur, Naoyuki Kanda, Jinyu Li
Internal Language Model Adaptation with Text-Only Data for End-to-End Speech Recognition. 2608-2612 - Ye-Qian Du, Jie Zhang, Qiu-Shi Zhu, Lirong Dai, Ming-Hui Wu, Xin Fang, Zhou-Wang Yang:
A Complementary Joint Training Approach Using Unpaired Speech and Text A Complementary Joint Training Approach Using Unpaired Speech and Text. 2613-2617 - Xun Gong, Zhikai Zhou, Yanmin Qian:
Knowledge Transfer and Distillation from Autoregressive to Non-Autoregessive Speech Recognition. 2618-2622 - Jiajun Deng, Xurong Xie, Tianzi Wang, Mingyu Cui, Boyang Xue, Zengrui Jin, Mengzhe Geng, Guinan Li, Xunying Liu, Helen Meng:
Confidence Score Based Conformer Speaker Adaptation for Speech Recognition. 2623-2627 - Han Zhu
Decoupled Federated Learning for ASR with Non-IID Data. 2628-2632 - Sanli Tian, Keqi Deng, Zehan Li, Lingxuan Ye, Gaofeng Cheng, Ta Li, Yonghong Yan:
Knowledge Distillation For CTC-based Speech Recognition Via Consistent Acoustic Representation Learning. 2633-2637 - Xiaodong Cui, George Saon
Improving Generalization of Deep Neural Network Acoustic Models with Length Perturbation and N-best Based Label Smoothing. 2638-2642 - Chengyi Wang, Yiming Wang, Yu Wu, Sanyuan Chen, Jinyu Li
Supervision-Guided Codebooks for Masked Prediction in Speech Pre-training. 2643-2647 - Shuo Ren, Shujie Liu, Yu Wu, Long Zhou, Furu Wei:
Speech Pre-training with Acoustic Piece. 2648-2652 - Bowen Zhang, Songjun Cao, Xiaoming Zhang, Yike Zhang, Long Ma, Takahiro Shinozaki:
Censer: Curriculum Semi-supervised Learning for Speech Recognition Based on Self-supervised Pre-training. 2653-2657 - Junyi Ao, Ziqiang Zhang, Long Zhou, Shujie Liu, Haizhou Li, Tom Ko, Lirong Dai, Jinyu Li
Pre-Training Transformer Decoder for End-to-End ASR Model with Unpaired Speech Data. 2658-2662 - Ramit Sawhney, Megh Thakkar, Vishwa Shah, Puneet Mathur, Vasu Sharma, Dinesh Manocha:
PISA: PoIncaré Saliency-Aware Interpolative Augmentation. 2663-2667 - Muqiao Yang, Ian R. Lane, Shinji Watanabe
Online Continual Learning of End-to-End Speech Recognition Models. 2668-2672 - Takafumi Moriya, Hiroshi Sato, Tsubasa Ochiai, Marc Delcroix, Takahiro Shinozaki:
Streaming Target-Speaker ASR with Neural Transducer. 2673-2677 - Arjit Jain, Pranay Reddy Samala, Deepak Mittal, Preethi Jyothi, Maneesh Singh:
SPLICEOUT: A Simple and Efficient Audio Augmentation Method. 2678-2682
Spoken Language Modeling and Understanding
- Vishal Sunder, Eric Fosler-Lussier, Samuel Thomas, Hong-Kwang Kuo, Brian Kingsbury:
Tokenwise Contrastive Pretraining for Finer Speech-to-BERT Alignment in End-to-End Speech-to-Intent Systems. 2683-2687 - Yasuhito Ohsugi, Itsumi Saito, Kyosuke Nishida, Sen Yoshida:
Japanese ASR-Robust Pre-trained Language Model with Pseudo-Error Sentences Generated by Grapheme-Phoneme Conversion. 2688-2692 - Jingjing Dong, Jiayi Fu, Peng Zhou, Hao Li, Xiaorui Wang:
Improving Spoken Language Understanding with Cross-Modal Contrastive Learning. 2693-2697 - Anderson R. Avila, Khalil Bibi, Rui Heng Yang, Xinlin Li, Chao Xing, Xiao Chen:
Low-bit Shift Network for End-to-End Spoken Language Understanding. 2698-2702 - Yingying Gao, Junlan Feng, Chao Deng, Shilei Zhang:
Meta Auxiliary Learning for Low-resource Spoken Language Understanding. 2703-2707 - Ye Wang, Baishun Ling, Yanmeng Wang, Junhao Xue, Shaojun Wang, Jing Xiao:
Adversarial Knowledge Distillation For Robust Spoken Language Understanding. 2708-2712 - Yangyang Ou, Peng Zhang, Jing Zhang, Hui Gao, Xing Ma:
Incorporating Dual-Aware with Hierarchical Interactive Memory Networks for Task-Oriented Dialogue. 2713-2717 - Yuntao Li, Hanchu Zhang, Yutian Li, Sirui Wang, Wei Wu, Yan Zhang:
Pay More Attention to History: A Context Modeling Strategy for Conversational Text-to-SQL. 2718-2722 - Yuntao Li, Can Xu, Huang Hu, Lei Sha
Small Changes Make Big Differences: Improving Multi-turn Response Selection in Dialogue Systems via Fine-Grained Contrastive Learning. 2723-2727 - Marco Dinarelli, Marco Naguib, François Portet
Toward Low-Cost End-to-End Spoken Language Understanding. 2728-2732 - Eleftherios Kapelonis, Efthymios Georgiou
A Multi-Task BERT Model for Schema-Guided Dialogue State Tracking. 2733-2737 - Heting Gao, Junrui Ni
WavPrompt: Towards Few-Shot Spoken Language Understanding with Frozen Language Models. 2738-2742 - Asahi Ogushi, Toshiki Onishi
Analysis of praising skills focusing on utterance contents. 2743-2747 - Pengwei Wang, Yinpei Su, Xiaohuan Zhou, Xin Ye, Liangchen Wei, Ming Liu, Yuan You, Feijun Jiang:
Speech2Slot: A Limited Generation Framework with Boundary Detection for Slot Filling from Speech. 2748-2752
Acoustic Signal Representation and Analysis I
- Khaled Koutini, Jan Schlüter, Hamid Eghbal-zadeh, Gerhard Widmer:
Efficient Training of Audio Transformers with Patchout. 2753-2757 - Mayank Sharma, Tarun Gupta, Kenny Qiu, Xiang Hao, Raffay Hamid:
CNN-based Audio Event Recognition for Automated Violence Classification and Rating for Prime Video Content. 2758-2762 - Hyeonuk Nam, Seong-Hu Kim, Byeong-Yun Ko, Yong-Hwa Park
Frequency Dynamic Convolution: Frequency-Adaptive Pattern Recognition for Sound Event Detection. 2763-2767 - Zohreh Mostaani, Mathew Magimai-Doss:
On Breathing Pattern Information in Synthetic Speech. 2768-2772 - Chen Chen, Nana Hou, Yuchen Hu, Heqing Zou, Xiaofeng Qi, Eng Siong Chng:
Interactive Auido-text Representation for Automated Audio Captioning with Contrastive Learning. 2773-2777 - Yuya Yamamoto, Juhan Nam
Deformable CNN and Imbalance-Aware Feature Learning for Singing Technique Classification. 2778-2782
Privacy and Security in Speech Communication
- Nicolas M. Müller, Pavel Czempin, Franziska Dieckmann, Adam Froghyar, Konstantin Böttinger:
Does Audio Deepfake Detection Generalize? 2783-2787 - Nicolas M. Müller, Franziska Dieckmann, Jennifer Williams:
Attacker Attribution of Audio Deepfakes. 2788-2792 - Pierre Champion, Anthony Larcher, Denis Jouvet:
Are disentangled representations all you need to build speaker anonymization systems? 2793-2797 - Francisco Teixeira
Towards End-to-End Private Automatic Speaker Recognition. 2798-2802 - Ehsan Amid, Om Dipakbhai Thakkar, Arun Narayanan, Rajiv Mathews, Françoise Beaufays:
Extracting Targeted Training Data from ASR Models, and How to Mitigate It. 2803-2807 - W. Ronny Huang, Steve Chien, Om Dipakbhai Thakkar, Rajiv Mathews:
Detecting Unintended Memorization in Language-Model-Fused ASR. 2808-2812
Multimodal Systems
- Shuta Taniguchi, Tsuneo Kato, Akihiro Tamura, Keiji Yasuda:
Transformer-Based Automatic Speech Recognition with Auxiliary Input of Source Language Text Toward Transcribing Simultaneous Interpretation. 2813-2817 - Valentin Gabeur, Paul Hongsuck Seo, Arsha Nagrani, Chen Sun, Karteek Alahari, Cordelia Schmid:
AVATAR: Unconstrained Audiovisual Speech Recognition. 2818-2822 - Puyuan Peng, David Harwath:
Word Discovery in Visually Grounded, Self-Supervised Speech Models. 2823-2827 - Richard Rose, Olivier Siohan:
End-to-End multi-talker audio-visual ASR using an active speaker attention module. 2828-2832 - Dmitriy Serdyuk, Otavio Braga, Olivier Siohan:
Transformer-Based Video Front-Ends for Audio-Visual Speech Recognition for Single and Muti-Person Video. 2833-2837 - Joanna Hong, Minsu Kim, Daehun Yoo, Yong Man Ro:
Visual Context-driven Audio Feature Enhancement for Robust End-to-End Audio-Visual Speech Recognition. 2838-2842
Atypical Speech Detection
- John B. Harvill, Mark Hasegawa-Johnson, Chang D. Yoo:
Frame-Level Stutter Detection. 2843-2847 - Darshana Priyasad, Andi Partovi, Sridha Sridharan, Maryam Kashefpoor, Tharindu Fernando
Detecting Heart Failure Through Voice Analysis using Self-Supervised Mode-Based Memory Fusion. 2848-2852 - Si Ioi Ng, Cymie Wing-Yee Ng, Jiarui Wang, Tan Lee
Automatic Detection of Speech Sound Disorder in Child Speech Using Posterior-based Speaker Representations. 2853-2857 - Dominika Woszczyk, Anna Hlédiková, Alican Akman, Soteris Demetriou, Björn W. Schuller:
Data Augmentation for Dementia Detection in Spoken Language. 2858-2862 - Debottam Dutta, Debarpan Bhattacharya, Sriram Ganapathy, Amir Hossein Poorjam, Deepak Mittal, Maneesh Singh:
Acoustic Representation Learning on Breathing and Speech Signals for COVID-19 Detection. 2863-2867 - Sebastian Peter Bayerl, Dominik Wagner, Elmar Nöth, Korbinian Riedhammer
Detecting Dysfluencies in Stuttering Therapy Using wav2vec 2.0. 2868-2872
Spoofing-Aware Automatic Speaker Verification (SASV) I
- Jeong-Hwan Choi, Joon-Young Yang, Ye-Rin Jeoung, Joon-Hyuk Chang:
HYU Submission for the SASV Challenge 2022: Reforming Speaker Embeddings with Spoofing-Aware Conditioning. 2873-2877 - Jungwoo Heo, Ju-Ho Kim, Hyun-seo Shin:
Two Methods for Spoofing-Aware Speaker Verification: Multi-Layer Perceptron Score Fusion Model and Integrated Embedding Projector. 2878-2882 - Chang Zeng
Spoofing-Aware Attention based ASV Back-end with Multiple Enrollment Utterances and a Sampling Strategy for the SASV Challenge 2022. 2883-2887 - Alexander Alenin, Nikita Torgashov, Anton Okhotnikov, Rostislav Makarov, Ivan Yakovlev:
A Subnetwork Approach for Spoofing Aware Speaker Verification. 2888-2892 - Jee-weon Jung, Hemlata Tak, Hye-jin Shim, Hee-Soo Heo, Bong-Jin Lee, Soo-Whan Chung, Ha-Jin Yu, Nicholas W. D. Evans, Tomi Kinnunen:
SASV 2022: The First Spoofing-Aware Speaker Verification Challenge. 2893-2897 - Jin Woo Lee, Eungbeom Kim, Junghyun Koo, Kyogu Lee:
Representation Selective Self-distillation and wav2vec 2.0 Feature Exploration for Spoof-aware Speaker Verification. 2898-2902
Single-channel and multi-channel Speech Enhancement
- Nils L. Westhausen, Bernd T. Meyer:
tPLCnet: Real-time Deep Packet Loss Concealment in the Time Domain Using a Short Temporal Context. 2903-2907 - Kristina Tesch, Nils-Hendrik Mohrmann, Timo Gerkmann:
On the Role of Spatial, Spectral, and Temporal Processing for DNN-based Non-linear Multi-channel Speech Enhancement. 2908-2912 - Haoyu Li, Junichi Yamagishi:
DDS: A new device-degraded speech dataset for speech enhancement. 2913-2917 - Yicheng Du, Aditya Arie Nugraha, Kouhei Sekiguchi, Yoshiaki Bando, Mathieu Fontaine, Kazuyoshi Yoshii
Direction-Aware Joint Adaptation of Neural Speech Enhancement and Recognition in Real Multiparty Conversational Environments. 2918-2922 - Julitta Bartolewska, Stanislaw Kacprzak
Refining DNN-based Mask Estimation using CGMM-based EM Algorithm for Multi-channel Noise Reduction. 2923-2927 - Simon Welker
Speech Enhancement with Score-Based Generative Models in the Complex STFT Domain. 2928-2932 - Mohamed Nabih Ali
Enhancing Embeddings for Speech Classification in Noisy Conditions. 2933-2937 - Arnon Turetzky, Tzvi Michelson, Yossi Adi, Shmuel Peleg:
Deep Audio Waveform Prior. 2938-2942 - Mieszko Fras, Marcin Witkowski
Convolutive Weighted Multichannel Wiener Filter Front-end for Distant Automatic Speech Recognition in Reverberant Multispeaker Scenarios. 2943-2947 - Danilo de Oliveira
Efficient Transformer-based Speech Enhancement Using Long Frames and STFT Magnitudes. 2948-2952 - Muqiao Yang, Joseph Konan, David Bick, Anurag Kumar, Shinji Watanabe
Improving Speech Enhancement through Fine-Grained Speech Characteristics. 2953-2957
Voice Conversion and Adaptation II
- Piotr Bilinski
Creating New Voices using Normalizing Flows. 2958-2962 - Ariadna Sánchez, Alessio Falai, Ziyao Zhang, Orazio Angelini, Kayoko Yanagisawa:
Unify and Conquer: How Phonetic Feature Representation Affects Polyglot Text-To-Speech (TTS). 2963-2967 - Kenta Udagawa, Yuki Saito, Hiroshi Saruwatari:
Human-in-the-loop Speaker Adaptation for DNN-based Multi-speaker TTS. 2968-2972 - Magdalena Proszewska, Grzegorz Beringer, Daniel Sáez-Trigueros, Thomas Merritt, Abdelhamid Ezzerg, Roberto Barra-Chicote:
GlowVC: Mel-spectrogram space disentangling model for language-independent text-free voice conversion. 2973-2977 - Jaeuk Lee, Joon-Hyuk Chang:
One-Shot Speaker Adaptation Based on Initialization by Generative Adversarial Networks for TTS. 2978-2982 - Alon Levkovitch, Eliya Nachmani, Lior Wolf:
Zero-Shot Voice Conditioning for Denoising Diffusion TTS Models. 2983-2987 - Jaeuk Lee, Joon-Hyuk Chang:
Advanced Speaker Embedding with Predictive Variance of Gaussian Distribution for Speaker Adaptation in TTS. 2988-2992 - Panagiotis Kakoulidis
Karaoker: Alignment-free singing voice synthesis with speech training data. 2993-2997 - Ji Sub Um, Yeunju Choi, Hoi Rin Kim:
ACNN-VC: Utilizing Adaptive Convolution Neural Network for One-Shot Voice Conversion. 2998-3002 - Tasnima Sadekova, Vladimir Gogoryan, Ivan Vovk, Vadim Popov, Mikhail A. Kudinov, Jiansheng Wei:
A Unified System for Voice Cloning and Voice Conversion through Diffusion Probabilistic Modeling. 3003-3007 - Tae-Woo Kim, Min-Su Kang, Gyeong-Hoon Lee:
Adversarial Multi-Task Learning for Disentangling Timbre and Pitch in Singing Voice Synthesis. 3008-3012 - Shrutina Agarwal, Naoya Takahashi, Sriram Ganapathy:
Leveraging Symmetrical Convolutional Transformer Networks for Speech to Singing Voice Style Transfer. 3013-3017 - Ryo Terashima, Ryuichi Yamamoto, Eunwoo Song, Yuma Shirahata, Hyun-Wook Yoon, Jae-Min Kim, Kentaro Tachibana:
Cross-Speaker Emotion Transfer for Low-Resource Text-to-Speech Using Non-Parallel Voice Conversion with Pitch-Shift Data Augmentation. 3018-3022
Resource-constrained ASR
- Qu Yang, Qi Liu
Deep residual spiking neural network for keyword spotting in low-resource settings. 3023-3027 - Murali Karthick Baskar, Andrew Rosenberg, Bhuvana Ramabhadran, Yu Zhang, Nicolás Serrano:
Reducing Domain mismatch in Self-supervised speech pre-training. 3028-3032 - Kai Zhen, Hieu Duy Nguyen, Raviteja Chinta, Nathan Susanj, Athanasios Mouchtaris, Tariq Afzal, Ariya Rastrow:
Sub-8-Bit Quantization Aware Training for 8-Bit Neural Network Accelerator with On-Device Speech Recognition. 3033-3037 - Dong-Hyun Kim, Jae-Hong Lee, Ji-Hwan Mo, Joon-Hyuk Chang:
W2V2-Light: A Lightweight Version of Wav2vec 2.0 for Automatic Speech Recognition. 3038-3042 - Yi Xie, Jonathan Macoskey, Martin Radfar, Feng-Ju Chang, Brian John King, Ariya Rastrow, Athanasios Mouchtaris, Grant P. Strimel:
Compute Cost Amortized Transformer for Streaming ASR. 3043-3047 - Apoorv Vyas, Wei-Ning Hsu, Michael Auli, Alexei Baevski:
On-demand compute reduction with stochastic wav2vec 2.0. 3048-3052 - Geoffroy Vanderreydt, François Remy
Transfer Learning from Multi-Lingual Speech Translation Benefits Low-Resource Speech Recognition. 3053-3057 - Szu-Jui Chen, Jiamin Xie, John H. L. Hansen:
FeaRLESS: Feature Refinement Loss for Ensembling Self-Supervised Learning Features in Robust End-to-end Speech Recognition. 3058-3062
Speech Production, Perception and Multimodality
- Tatsuya Kitamura, Naoki Kunimoto, Hideki Kawahara, Shigeaki Amano:
Perceptual Evaluation of Penetrating Voices through a Semantic Differential Method. 3063-3067 - Kimiko Tsukada
Non-native Perception of Japanese Singleton/Geminate Contrasts: Comparison of Mandarin and Mongolian Speakers Differing in Japanese Experience. 3068-3072 - Benjamin O'Brien
Evaluating the effects of modified speech on perceptual speaker identification performance. 3073-3077 - Yuhong Yang
Mandarin Lombard Grid: a Lombard-grid-like corpus of Standard Chinese. 3078-3082 - Takayuki Arai, Miho Yamada, Megumi Okusawa:
Syllable sequence of /a/+/ta/ can be heard as /atta/ in Japanese with visual or tactile cues. 3083-3087 - Yu-Wen Chen, Yu Tsao:
InQSS: a speech intelligibility and quality assessment model using a multi-task learning network. 3088-3092 - Andreas Weise, Rivka Levitan:
Investigating the influence of personality on acoustic-prosodic entrainment. 3093-3097 - Yi Li, Xiaoming Jiang:
Common and differential acoustic representation of interpersonal and tactile iconic perception of Mandarin vowels. 3098-3102 - Jovan Eranovic, Daniel Pape, Magda Stroinska, Elisabet Service, Marijana Matkovski:
Effects of Noise on Speech Perception and Spoken Word Comprehension. 3103-3107 - Sichen Zhang, Aijun Li:
Acquisition of Two Consecutive Neutral Tones in Mandarin-Speaking Preschoolers: Phonological Representation and Phonetic Realization. 3108-3112 - Anwesha Roy, Varun Belagali, Prasanta Kumar Ghosh:
Air tissue boundary segmentation using regional loss in real-time Magnetic Resonance Imaging video for speech production. 3113-3117 - Mark Gibson, Marcel Schlechtweg, Beatriz Blecua Falgueras, Judit Ayala Alcalde:
Language-specific interactions of vowel discrimination in noise. 3118-3122 - Ansen Antony, Sumanth Reddy Kota, Akhilesh Lade, Spoorthy V
An Improved Transformer Transducer Architecture for Hindi-English Code Switched Speech Recognition. 3123-3127 - Venkatesh Shenoy Kadandale
VocaLiST: An Audio-Visual Synchronisation Model for Lips and Voices. 3128-3132
Multi-, Cross-lingual and Other Topics in ASR II
- Jovan M. Dalhouse, Katunobu Itou:
Cross-Lingual Transfer Learning Approach to Phoneme Error Detection via Latent Phonetic Representation. 3133-3137 - Takashi Fukuda, Samuel Thomas, Masayuki Suzuki, Gakuto Kurata, George Saon
Global RNN Transducer Models For Multi-dialect Speech Recognition. 3138-3142 - Vera Bernhard, Sandra Schwab, Jean-Philippe Goldman:
Acoustic Stress Detection in Isolated English Words for Computer-Assisted Pronunciation Training. 3143-3147 - Golan Pundak, Tsendsuren Munkhdalai, Khe Chai Sim:
On-the-fly ASR Corrections with Audio Exemplars. 3148-3152 - Zongfeng Quan, Nick J. C. Wang, Wei Chu, Tao Wei, Shaojun Wang, Jing Xiao:
FFM: A Frame Filtering Mechanism To Accelerate Inference Speed For Conformer In Speech Recognition. 3153-3157 - Mingyu Cui, Jiajun Deng, Shoukang Hu, Xurong Xie, Tianzi Wang, Shujie Hu, Mengzhe Geng, Boyang Xue, Xunying Liu, Helen Meng:
Two-pass Decoding and Cross-adaptation Based System Combination of End-to-end Conformer and Hybrid TDNN ASR Systems. 3158-3162 - Lingxuan Ye, Gaofeng Cheng, Runyan Yang, Zehui Yang, Sanli Tian, Pengyuan Zhang, Yonghong Yan:
Improving Recognition of Out-of-vocabulary Words in E2E Code-switching ASR by Fusing Speech Generation Methods. 3163-3167 - Yuanyuan Zhang
Mitigating bias against non-native accents. 3168-3172 - Jin Li, Rongfeng Su, Xurong Xie, Lan Wang, Nan Yan:
A Multi-level Acoustic Feature Extraction Framework for Transformer Based End-to-End Speech Recognition. 3173-3177 - Jinchuan Tian, Jianwei Yu, Chunlei Zhang, Yuexian Zou, Dong Yu:
LAE: Language-Aware Encoder for Monolingual and Multilingual ASR. 3178-3182 - Biswaranjan Pattanayak, Gayadhar Pradhan
Significance of single frequency filter for the development of children's KWS system. 3183-3187 - Bo Li, Tara N. Sainath, Ruoming Pang, Shuo-Yiin Chang, Qiumin Xu, Trevor Strohman, Vince Chen, Qiao Liang, Heguang Liu, Yanzhang He, Parisa Haghani, Sameer Bidichandani:
A Language Agnostic Multilingual Streaming On-Device ASR System. 3188-3192 - Zhanheng Yang, Hang Lv, Xiong Wang, Ao Zhang, Lei Xie:
Minimizing Sequential Confusion Error in Speech Command Recognition. 3193-3197 - Barbara Schuppler
Homophone Disambiguation Profits from Durational Information. 3198-3202 - Chu-Xiao Zuo
Speaker-Specific Utterance Ensemble based Transfer Attack on Speaker Identification. 3203-3207 - Samik Sadhu, Hynek Hermansky
Complex Frequency Domain Linear Prediction: A Tool to Compute Modulation Spectrum of Speech. 3208-3212 - Vishwanath Pratap Singh, Hardik B. Sailor, Supratik Bhattacharya, Abhishek Pandey:
Spectral Modification Based Data Augmentation For Improving End-to-End ASR For Children's Speech. 3213-3217 - Ryo Masumura, Yoshihiro Yamazaki, Saki Mizuno, Naoki Makishima, Mana Ihori, Mihiro Uchida
End-to-End Joint Modeling of Conversation History-Dependent and Independent ASR Systems with Multi-History Training. 3218-3222 - Chao Zhang, Bo Li, Tara N. Sainath, Trevor Strohman, Sepand Mavandadi, Shuo-Yiin Chang, Parisa Haghani:
Streaming End-to-End Multilingual Speech Recognition with Joint Language Identification. 3223-3227
Spoken Language Processing III
- Zhiyuan Zhao, Chuanxin Tang, Chengdong Yao, Chong Luo:
An Anchor-Free Detector for Continuous Speech Keyword Spotting. 3228-3232 - Xiao Wang, Song Cheng, Jun Li, Shushan Qiao, Yumei Zhou, Yi Zhan:
Low-complex and Highly-performed Binary Residual Neural Network for Small-footprint Keyword Spotting. 3233-3237 - Heinrich Dinkel, Yongqing Wang, Zhiyong Yan, Junbo Zhang, Yujun Wang:
UniKW-AT: Unified Keyword Spotting and Audio Tagging. 3238-3242 - Jun Wang:
ESSumm: Extractive Speech Summarization from Untranscribed Meeting. 3243-3247 - Alexis Conneau, Ankur Bapna, Yu Zhang, Min Ma, Patrick von Platen, Anton Lozhkov, Colin Cherry, Ye Jia, Clara Rivera, Mihir Kale, Daan van Esch, Vera Axelrod, Simran Khanuja, Jonathan H. Clark, Orhan Firat, Michael Auli, Sebastian Ruder, Jason Riesa, Melvin Johnson:
XTREME-S: Evaluating Cross-lingual Speech Representations. 3248-3252 - Junpeng Liu, Yanyan Zou, Yuxuan Xi, Shengjie Li, Mian Ma, Zhuoye Ding, Bo Long:
Negative Guided Abstractive Dialogue Summarization. 3253-3257 - Fan Cui, Liyong Guo, Quandong Wang, Peng Gao, Yujun Wang:
Exploring representation learning for small-footprint keyword spotting. 3258-3262 - Jian Xue, Peidong Wang, Jinyu Li
Large-Scale Streaming End-to-End Speech Translation with Neural Transducers. 3263-3267 - Xiaozhou Zhou, Ruying Bao, William M. Campbell:
Phonetic Embedding for ASR Robustness in Entity Resolution. 3268-3272 - Xiao Wei, Yuke Si, Shiquan Wang, Longbiao Wang, Jianwu Dang:
Hierarchical Tagger with Multi-task Learning for Cross-domain Slot Filling. 3273-3277 - Menglong Xu, Shengqiang Li, Chengdong Liang, Xiao-Lei Zhang:
Multi-class AUC Optimization for Robust Small-footprint Keyword Spotting with Limited Training Data. 3278-3282 - Jirí Martínek, Christophe Cerisara, Pavel Král, Ladislav Lenc
Weak supervision for Question Type Detection with large language models. 3283-3287
Non-intrusive Objective Speech Quality Assessment (NISQA) Challenge for Online Conferencing Applications
- Miao Liu, Jing Wang, Liang Xu, Jianqian Zhang, Shicong Li, Fei Xiang:
BIT-MI Deep Learning-based Model to Non-intrusive Speech Quality Assessment Challenge in Online Conferencing Applications. 3288-3292 - Wenjing Liu, Chuan Xie:
MOS Prediction Network for Non-intrusive Speech Quality Assessment in Online Conferencing. 3293-3297 - Xiaofeng Shu, Yanjie Chen, Chuxiang Shang, Yan Zhao, Chengshuai Zhao, Yehang Zhu, Chuanzeng Huang, Yuxuan Wang:
Non-intrusive Speech Quality Assessment with a Multi-Task Learning based Subband Adaptive Attention Temporal Convolutional Neural Network. 3298-3302 - Junyong Hao, Shunzhou Ye, Cheng Lu, Fei Dong, Jingang Liu, Dong Pi:
Soft-label Learn for No-Intrusive Speech Quality Assessment. 3303-3307 - Gaoxiong Yi, Wei Xiao, Yiming Xiao, Babak Naderi, Sebastian Möller, Wafaa Wardah, Gabriel Mittag, Ross Cutler, Zhuohuang Zhang, Donald S. Williamson
ConferencingSpeech 2022 Challenge: Non-intrusive Objective Speech Quality Assessment (NISQA) Challenge for Online Conferencing Applications. 3308-3312 - Karl El Hajal
MOSRA: Joint Mean Opinion Score and Room Acoustics Speech Quality Assessment. 3313-3317 - Yuchen Liu, Li-Chia Yang, Alexander Pawlicki, Marko Stamenovic:
CCATMos: Convolutional Context-aware Transformer Network for Non-intrusive Speech Quality Assessment. 3318-3322 - Lianwu Chen, Xinlei Ren, Xu Zhang, Xiguang Zheng, Chen Zhang, Liang Guo, Bing Yu:
Impairment Representation Learning for Speech Quality Assessment. 3323-3327
Speech and Language in Health: From Remote Monitoring to Medical Conversations III
- Yi Wang, Tianzi Wang, Zi Ye, Lingwei Meng, Shoukang Hu, Xixin Wu, Xunying Liu, Helen Meng:
Exploring linguistic feature and model combination for speech recognition based automatic AD detection. 3328-3332 - Dong Wang, Yanhui Ding, Qing Zhao, Peilin Yang, Shuping Tan, Ya Li:
ECAPA-TDNN Based Depression Detection from Clinical Speech. 3333-3337 - Vijay Ravi, Jinhan Wang, Jonathan Flint, Abeer Alwan:
A Step Towards Preserving Speakers' Identity While Detecting Depression Via Speaker Disentanglement. 3338-3342 - Tomasz Rutowski, Amir Harati, Elizabeth Shriberg, Yang Lu, Piotr Chlebek, Ricardo Oliveira:
Toward Corpus Size Requirements for Training and Evaluating Depression Risk Models Using Spoken Language. 3343-3347 - Ayimnisagul Ablimit, Karen Scholz, Tanja Schultz
Deep Learning Approaches for Detecting Alzheimer's Dementia from Conversational Speech of ILSE Study. 3348-3352 - Nadee Seneviratne, Carol Y. Espy-Wilson:
Multimodal Depression Severity Score Prediction Using Articulatory Coordination Features and Hierarchical Attention Based Text Embeddings. 3353-3357 - Nimshi Venkat Meripo, Sandeep Konam:
ASR Error Detection via Audio-Transcript entailment. 3358-3362
Speech Synthesis: Prosody Modeling
- Sri Karlapati, Penny Karanasou, Mateusz Lajszczak, Syed Ammar Abbas, Alexis Moinet, Peter Makarov, Ray Li, Arent van Korlaar, Simon Slangen, Thomas Drugman:
CopyCat2: A Single Model for Multi-Speaker TTS and Many-to-Many Fine-Grained Prosody Transfer. 3363-3367 - Peter Makarov, Syed Ammar Abbas, Mateusz Lajszczak, Arnaud Joly, Sri Karlapati, Alexis Moinet, Thomas Drugman, Penny Karanasou:
Simple and Effective Multi-sentence TTS with Expressive and Coherent Prosody. 3368-3372 - Yuto Nishimura, Yuki Saito, Shinnosuke Takamichi, Kentaro Tachibana, Hiroshi Saruwatari:
Acoustic Modeling for End-to-End Empathetic Dialogue Speech Synthesis Using Linguistic and Prosodic Contexts of Dialogue History. 3373-3377 - Shreyas Seshadri, Tuomo Raitio, Dan Castellani, Jiangchuan Li:
Emphasis Control for Parallel Neural TTS. 3378-3382 - Brooke Stephenson, Laurent Besacier, Laurent Girin, Thomas Hueber:
BERT, can HE predict contrastive focus? Predicting and controlling prominence in neural TTS using a language model. 3383-3387 - Johannah O'Mahony, Catherine Lai, Simon King:
Combining conversational speech with read speech to improve prosody in Text-to-Speech synthesis. 3388-3392
Self-supervised, Semi-supervised, Adaptation and Data Augmentation for ASR
- Zhiyun Lu, Yongqiang Wang, Yu Zhang, Wei Han, Zhehuai Chen, Parisa Haghani:
Unsupervised Data Selection via Discrete Speech Representation for ASR. 3393-3397 - Jae-Hong Lee, Chae Won Lee, Jin-Seong Choi, Joon-Hyuk Chang, Woo Kyeong Seong, Jeonghan Lee:
CTRL: Continual Representation Learning to Transfer Information of Pre-trained for WAV2VEC 2.0. 3398-3402 - Murali Karthick Baskar, Tim Herzig, Diana Nguyen, Mireia Díez, Tim Polzehl, Lukás Burget, Jan Cernocký:
Speaker adaptation for Wav2vec2 based dysarthric ASR. 3403-3407 - Gary Wang, Andrew Rosenberg, Bhuvana Ramabhadran, Fadi Biadsy, Jesse Emond, Yinghui Huang, Pedro J. Moreno:
Non-Parallel Voice Conversion for ASR Augmentation. 3408-3412 - Heli Qi
Improved Consistency Training for Semi-Supervised Sequence-to-Sequence ASR via Speech Chain Reconstruction and Self-Transcribing. 3413-3417 - A. Arunkumar, Srinivasan Umesh:
Joint Encoder-Decoder Self-Supervised Pre-training for ASR. 3418-3422
Phonetics and Phonology
- Margaret Zellers
An overview of discourse clicks in Central Swedish. 3423-3427 - Hiroto Noguchi, Sanae Matsui, Naoya Watabe, Chuyu Huang, Ayako Hashimoto, Ai Mizoguchi
VOT and F0 perturbations for the realization of voicing contrast in Tohoku Japanese. 3428-3432 - Rachid Ridouane, Philipp Buech
Complex sounds and cross-language influence: The case of ejectives in Omani Mehri. 3433-3437 - Mathilde Hutin, Martine Adda-Decker, Lori Lamel, Ioana Vasilescu:
When Phonetics Meets Morphology: Intervocalic Voicing Within and Across Words in Romance Languages. 3438-3442 - Jianjing Kuang, May Pik Yu Chan, Nari Rhee, Mark Liberman
The mapping between syntactic and prosodic phrasing in English and Mandarin. 3443-3447 - Philipp Buech
Pharyngealization in Amazigh: Acoustic and articulatory marking over time. 3448-3452
Spoken Language Understanding II
- Valentin Pelloin, Franck Dary, Nicolas Hervé, Benoît Favre, Nathalie Camelin, Antoine Laurent, Laurent Besacier:
ASR-Generated Text for Language Model Pre-training Applied to Speech Tasks. 3453-3457 - Ya-Hsin Chang, Yun-Nung Chen:
Contrastive Learning for Improving ASR Robustness in Spoken Language Understanding. 3458-3462 - Anoop Kumar, Pankaj Kumar Sharma, Aravind Illa, Sriram Venkatapathy, Subhrangshu Nandi, Pritam Varma, Anurag Dwarakanath, Aram Galstyan:
Learning Under Label Noise for Robust Spoken Language Understanding systems. 3463-3467 - Duc Le, Akshat Shrivastava, Paden D. Tomasello, Suyoun Kim, Aleksandr Livshits, Ozlem Kalinli, Michael L. Seltzer:
Deliberation Model for On-Device Spoken Language Understanding. 3468-3472 - Hemant Yadav, Akshat Gupta, Sai Krishna Rallabandi, Alan W. Black, Rajiv Ratn Shah:
Intent classification using pre-trained language agnostic embeddings for low resource languages. 3473-3477 - Siddhant Arora, Siddharth Dalmia, Xuankai Chang, Brian Yan, Alan W. Black, Shinji Watanabe
Two-Pass Low Latency End-to-End Spoken Language Understanding. 3478-3482
Speech Intelligibility Prediction for Hearing-Impaired Listeners I
- George Close
Non-intrusive Speech Intelligibility Metric Prediction for Hearing Impaired Individuals. 3483-3487 - Zehai Tu, Ning Ma
Exploiting Hidden Representations from a DNN-based Speech Recogniser for Speech Intelligibility Prediction in Hearing-impaired Listeners. 3488-3492 - Zehai Tu, Ning Ma
Unsupervised Uncertainty Measures of Automatic Speech Recognition for Non-intrusive Speech Intelligibility Prediction. 3493-3497 - Jana Roßbach, Rainer Huber
Speech Intelligibility Prediction for Hearing-Impaired Listeners with the LEAP Model. 3498-3502 - Franklin Alvarez Cardinale
Predicting Speech Intelligibility using the Spike Acativity Mutual Information Index. 3503-3507 - Jon Barker, Michael Akeroyd, Trevor J. Cox, John F. Culling, Jennifer Firth
The 1st Clarity Prediction Challenge: A machine learning challenge for hearing aid intelligibility prediction. 3508-3512
Low-Resource ASR Development I
- Matthew Baas, Herman Kamper
Voice Conversion Can Improve ASR in Very Low-Resource Settings. 3513-3517 - Rodolfo Zevallos, Núria Bel, Guillermo Cámbara, Mireia Farrús, Jordi Luque:
Data Augmentation for Low-Resource Quechua ASR Improvement. 3518-3522 - Kavan Fatehi, Mercedes Torres Torres, Ayse Küçükyilmaz:
ScoutWav: Two-Step Fine-Tuning on Self-Supervised Automatic Speech Recognition for Low-Resource Environments. 3523-3527 - Tarun Sai Bandarupalli, Shakti Rath, Nirmesh Shah, Naoyuki Onoe, Sriram Ganapathy:
Semi-supervised Acoustic and Language Modeling for Hindi ASR. 3528-3532 - Dan Berrebbi, Jiatong Shi, Brian Yan, Osbel López-Francisco, Jonathan D. Amith, Shinji Watanabe
Combining Spectral and Self-Supervised Features for Low Resource Speech Recognition and Translation. 3533-3537 - Nathaniel Romney Robinson, Perez Ogayo, Swetha R. Gangu, David R. Mortensen
When Is TTS Augmentation Through a Pivot Language Useful? 3538-3542 - Aku Rouhe, Anja Virkkunen, Juho Leinonen, Mikko Kurimo:
Low Resource Comparison of Attention-based and Hybrid ASR Exploiting wav2vec 2.0. 3543-3547 - Anish Bhanushali, Grant Bridgman, Deekshitha G, Prasanta Kumar Ghosh, Pratik Kumar, Saurabh Kumar, Adithya Raj Kolladath, Nithya Ravi, Aaditeshwar Seth, Ashish Seth, Abhayjeet Singh, Vrunda N. Sukhadia, Srinivasan Umesh, Sathvik Udupa, Lodagala V. S. V. Durga Prasad:
Gram Vaani ASR Challenge on spontaneous telephone speech recordings in regional variations of Hindi. 3548-3552
Speech representation I
- Pranay Manocha, Zeyu Jin, Adam Finkelstein:
Audio Similarity is Unreliable as a Proxy for Audio Quality. 3553-3557 - Sunmook Choi, Il-Youp Kwak
Overlapped Frequency-Distributed Network: Frequency-Aware Voice Spoofing Countermeasure. 3558-3562 - Yosi Shrem, Felix Kreuk, Joseph Keshet:
Formant Estimation and Tracking using Probabilistic Heat-Maps. 3563-3567 - Youngsik Eom, Yeonghyeon Lee, Ji Sub Um, Hoi Rin Kim:
Anti-Spoofing Using Transfer Learning with Variational Information Bottleneck. 3568-3572 - Mudit D. Batra, M. K. Jayesh, C. S. Ramalingam:
Robust Pitch Estimation Using Multi-Branch CNN-LSTM and 1-Norm LP Residual. 3573-3577 - Bronya Roni Chernyak, Talia Ben Simon, Yael Segal
DeepFry: Identifying Vocal Fry Using Deep Neural Networks. 3578-3582 - Dan Wells
Phonetic Analysis of Self-supervised Representations of English Speech. 3583-3587 - Yeonghyeon Lee, Kangwook Jang, Jahyun Goo, Youngmoon Jung, Hoi Rin Kim:
FitHuBERT: Going Thinner and Deeper for Knowledge Distillation of Speech Self-Supervised Models. 3588-3592 - Sri Harsha Dumpala, Chandramouli Shama Sastry, Rudolf Uher, Sageev Oore:
On Combining Global and Localized Self-Supervised Models of Speech. 3593-3597 - Vipula Dissanayake, Sachith Seneviratne, Hussel Suriyaarachchi, Elliott Wen, Suranga Nanayakkara:
Self-supervised Representation Fusion for Speech and Wearable Based Emotion Recognition. 3598-3602 - Cal Peyser, W. Ronny Huang, Andrew Rosenberg, Tara N. Sainath, Michael Picheny, Kyunghyun Cho:
Towards Disentangled Speech Representations. 3603-3607
Pathological Speech Assessment
- Sebastião Quintas, Julie Mauclair, Virginie Woisard, Julien Pinquier
Automatic Assessment of Speech Intelligibility using Consonant Similarity for Head and Neck Cancer. 3608-3612 - Marise Neijman
Compensation in Verbal and Nonverbal Communication after Total Laryngectomy. 3613-3617 - Yaroslav Getman
wav2vec2-based Speech Rating System for Children with Speech Sound Disorder. 3618-3622 - Andreas Triantafyllopoulos, Markus Fendler, Anton Batliner, Maurice Gerczuk, Shahin Amiriparian
Distinguishing between pre- and post-treatment in the speech of patients with chronic obstructive pulmonary disease. 3623-3627 - Seonwoo Lee, Sunhee Kim, Minhwa Chung:
A Study on the Phonetic Inventory Development of Children with Cochlear Implants for 5 Years after Implantation. 3628-3632 - João Vítor Menezes, Pouriya Amini Digehsara, Christoph Wagner, Marco Mütze, Michael Bärhold, Petr Schaffer, Dirk Plettemeier, Peter Birkholz
Evaluation of different antenna types and positions in a stepped frequency continuous-wave radar-based silent speech interface. 3633-3637 - Sondes Abderrazek, Corinne Fredouille, Alain Ghio, Muriel Lalain, Christine Meunier
Validation of the Neuro-Concept Detector framework for the characterization of speech disorders: A comparative study including Dysarthria and Dysphonia. 3638-3642 - Ilja Baumann, Dominik Wagner, Sebastian P. Bayerl, Tobias Bocklet
Nonwords Pronunciation Classification in Language Development Tests for Preschool Children. 3643-3647 - Nina Benway, Jonathan L. Preston, Elaine Hitchcock, Asif Salekin, Harshit Sharma, Tara McAllister Byun:
PERCEPT-R: An Open-Access American English Child/Clinical Speech Corpus Specialized for the Audio Classification of /ɹ/. 3648-3652 - Beiming Cao, Kristin Teplansky, Nordine Sebkhi
Data Augmentation for End-to-end Silent Speech Recognition for Laryngectomees. 3653-3657 - Hardik Kothare, Michael Neumann, Jackson Liscombe, Oliver Roesler, William Burke, Andrew Exner, Sandy Snyder, Andrew Cornish, Doug Habberstad, David Pautler, David Suendermann-Oeft, Jessica Huber, Vikram Ramanarayanan:
Statistical and clinical utility of multimodal dialogue-based speech and facial metrics for Parkinson's disease assessment. 3658-3662
Show and Tell III
- Leticia Arco, Carlos Mosquera, Fabjola Braho, Yisel Clavel Quintero, Johan Loeckx:
Evaluation of call centre conversations based on a high-level symbolic representation. 3663-3664 - Yi Xu, Anqi Xu, Daniel R. van Niekerk, Branislav Gerazov, Peter Birkholz, Paul Konstantin Krug, Santitham Prom-on, Lorna F. Halliday:
Evoc-Learn - High quality simulation of early vocal learning. 3665-3666 - C. Siddarth, Sathvik Udupa, Prasanta Kumar Ghosh:
Watch Me Speak: 2D Visualization of Human Mouth during Speech. 3667-3668
Speaker and Language Recognition II
- Mariia Lesnichaia, Veranika Mikhailava, Natalia Bogach, Yurii Lezhenin, John Blake, Evgeny Pyshkin:
Classification of Accented English Using CNN Model Trained on Amplitude Mel-Spectrograms. 3669-3673 - Woo Hyun Kang, Jahangir Alam, Abderrahim Fathan:
MIM-DG: Mutual information minimization-based domain generalization for speaker verification. 3674-3678 - Chengdong Liang, Yijiang Chen, Jiadi Yao, Xiao-Lei Zhang:
Multi-Channel Far-Field Speaker Verification with Large-Scale Ad-hoc Microphone Arrays. 3679-3683 - Anqi Lyu, Zhiming Wang, Huijia Zhu:
Ant Multilingual Recognition System for OLR 2021 Challenge. 3684-3688 - Hang-Rui Hu, Yan Song, Li-Rong Dai, Ian McLoughlin
Class-Aware Distribution Alignment based Unsupervised Domain Adaptation for Speaker Verification. 3689-3693 - Jingyu Li, Wei Liu, Tan Lee
EDITnet: A Lightweight Network for Unsupervised Domain Adaptation in Speaker Verification. 3694-3698 - Sanyuan Chen, Yu Wu, Chengyi Wang, Shujie Liu, Zhuo Chen, Peidong Wang, Gang Liu, Jinyu Li
Why does Self-Supervised Learning for Speech Recognition Benefit Speaker Recognition? 3699-3703 - Jinzheng Zhao, Peipei Wu, Xubo Liu, Shidrokh Goudarzi, Haohe Liu, Yong Xu, Wenwu Wang:
Audio Visual Multi-Speaker Tracking with Improved GCF and PMBM Filter. 3704-3708 - Zhuo Li
The HCCL System for the NIST SRE21. 3709-3713 - Zhenke Gao, Man-Wai Mak, Weiwei Lin:
UNet-DenseNet for Robust Far-Field Speaker Verification. 3714-3718 - Qijie Shao, Jinghao Yan, Jian Kang, Pengcheng Guo, Xian Shi, Pengfei Hu, Lei Xie:
Linguistic-Acoustic Similarity Based Accent Shift for Accent Recognition. 3719-3723 - Peng Shen, Xugang Lu, Hisashi Kawai:
Transducer-based language embedding for spoken language identification. 3724-3728 - Binling Wang, Feng Wang, Wenxuan Hu, Qiulin Wang, Jing Li, Dong Wang, Lin Li, Qingyang Hong:
Oriental Language Recognition (OLR) 2021: Summary and Analysis. 3729-3733
Speech Segmentation II
- Woo Hyun Kang, Jahangir Alam, Abderrahim Fathan:
Mixup regularization strategies for spoofing countermeasure system. 3734-3738 - Arindam Ghosh, Mark C. Fuhs, Deblin Bagchi, Bahman Farahani, Monika Woszczyna:
Low-resource Low-footprint Wake-word Detection using Knowledge Distillation. 3739-3743 - Shaojin Ding, Rajeev Rikhye, Qiao Liang, Yanzhang He, Quan Wang, Arun Narayanan, Tom O'Malley, Ian McGraw:
Personal VAD 2.0: Optimizing Personal Voice Activity Detection for On-Device Speech Recognition. 3744-3748 - Zhiyun Fan, Zhenlin Liang, Linhao Dong, Yi Liu, Shiyu Zhou, Meng Cai, Jun Zhang, Zejun Ma, Bo Xu:
Token-level Speaker Change Detection Using Speaker Difference and Speech Content via Continuous Integrate-and-fire. 3749-3753 - Daniel Rho, Jinhyeok Park, Jong Hwan Ko:
NAS-VAD: Neural Architecture Search for Voice Activity Detection. 3754-3758 - Claus M. Larsen, Peter Koch
Adversarial Multi-Task Deep Learning for Noise-Robust Voice Activity Detection with Low Algorithmic Delay. 3759-3763 - Yang Xiao, Nana Hou, Eng Siong Chng:
Rainbow Keywords: Efficient Incremental Learning for Online Spoken Keyword Spotting. 3764-3768 - Ge Zhu, Juan Pablo Cáceres, Justin Salamon:
Filler Word Detection and Classification: A Dataset and Benchmark. 3769-3773
Robust ASR, and Far-field/Multi-talker ASR
- Naoyuki Kanda, Jian Wu, Yu Wu, Xiong Xiao, Zhong Meng, Xiaofei Wang, Yashesh Gaur, Zhuo Chen, Jinyu Li
Streaming Multi-Talker ASR with Token-Level Serialized Output Training. 3774-3778 - Pablo Peso Parada, Agnieszka Dobrowolska, Karthikeyan Saravanan, Mete Ozay:
pMCT: Patched Multi-Condition Training for Robust Speech Recognition. 3779-3783 - Sashi Novitasari, Takashi Fukuda, Gakuto Kurata:
Improving ASR Robustness in Noisy Condition Through VAD Integration. 3784-3788 - Ryu Takeda
Empirical Sampling from Latent Utterance-wise Evidence Model for Missing Data ASR based on Neural Encoder-Decoder Model. 3789-3793 - Xuyi Zhuang, Lu Zhang, Zehua Zhang, Yukun Qian, Mingjiang Wang:
Coarse-Grained Attention Fusion With Joint Training Framework for Complex Speech Enhancement and End-to-End Speech Recognition. 3794-3798 - Zixun Guo, Chen Chen, Eng Siong Chng:
DENT-DDSP: Data-efficient noisy speech generator using differentiable digital signal processors for explicit distortion modelling and noise-robust speech recognition. 3799-3803 - Kun Wei, Pengcheng Guo, Ning Jiang:
Improving Transformer-based Conversational ASR by Inter-Sentential Attention Mechanism. 3804-3808 - Yan Gao, Javier Fernández-Marqués, Titouan Parcollet, Abhinav Mehrotra, Nicholas D. Lane:
Federated Self-supervised Speech Representations: Are We There Yet? 3809-3813 - Xiaofei Wang, Dongmei Wang, Naoyuki Kanda, Sefik Emre Eskimez, Takuya Yoshioka:
Leveraging Real Conversational Data for Multi-Channel Continuous Speech Separation. 3814-3818 - Xuankai Chang, Takashi Maekaku, Yuya Fujita, Shinji Watanabe
End-to-End Integration of Speech Recognition, Speech Enhancement, and Self-Supervised Learning Representation. 3819-3823 - Yoshiaki Bando, Takahiro Aizawa, Katsutoshi Itoyama, Kazuhiro Nakadai:
Weakly-Supervised Neural Full-Rank Spatial Covariance Analysis for a Front-End System of Distant Speech Recognition. 3824-3828 - Thomas R. O'Malley, Arun Narayanan, Quan Wang:
A universally-deployable ASR frontend for joint acoustic echo cancellation, speech enhancement, and voice separation. 3829-3833 - Srikanth Raj Chetupalli, Sriram Ganapathy:
Speaker conditioned acoustic modeling for multi-speaker conversational ASR. 3834-3838 - Nilaksh Das, Polo Chau:
Hear No Evil: Towards Adversarial Robustness of Automatic Speech Recognition via Multi-Task Learning. 3839-3843 - Xianrui Zheng, Chao Zhang, Philip C. Woodland:
Tandem Multitask Training of Speaker Diarisation and Speech Recognition for Meeting Transcription. 3844-3848
ASR: Linguistic Components
- Muhammad Umar Farooq, Thomas Hain
Investigating the Impact of Crosslingual Acoustic-Phonetic Similarities on Multilingual Speech Recognition. 3849-3853 - Zhijie Shen, Wu Guo:
An Improved Deliberation Network with Text Pre-training for Code-Switching Automatic Speech Recognition. 3854-3858 - Zhihan Wang, Feng Hou, Yuanhang Qiu, Zhizhong Ma, Satwinder Singh, Ruili Wang:
CyclicAugment: Speech Data Random Augmentation with Cosine Annealing Scheduler for Auotmatic Speech Recognition. 3859-3863 - Mengxi Nie, Ming Yan, Caixia Gong:
Prompt-based Re-ranking Language Model for ASR. 3864-3868 - Xin-Chun Li, Jin-Lin Tang, Shaoming Song, Bingshuai Li, Yinchuan Li
Avoid Overfitting User Specific Information in Federated Keyword Spotting. 3869-3873 - Jingyuan Yang, Rongjun Li, Wei Peng:
ASR Error Correction with Constrained Decoding on Operation Prediction. 3874-3878 - Ngoc-Quan Pham, Alexander Waibel, Jan Niehues
Adaptive multilingual speech recognition with pretrained models. 3879-3883 - Hoang Thi Thu Uyen, Nguyen Anh Tu, Ta Duc Huy:
Vietnamese Capitalization and Punctuation Recovery Models. 3884-3888 - Hayato Futami, Hirofumi Inaguma, Sei Ueno, Masato Mimura, Shinsuke Sakai, Tatsuya Kawahara:
Non-autoregressive Error Correction for CTC-based ASR with Phone-conditioned Masked LM. 3889-3893 - Shuai Zhang, Jiangyan Yi, Zhengkun Tian, Jianhua Tao, Yu Ting Yeung, Liqun Deng:
reducing multilingual context confusion for end-to-end code-switching automatic speech recognition. 3894-3898 - Emiru Tsunoo, Yosuke Kashiwagi, Chaitanya Prasad Narisetty, Shinji Watanabe
Residual Language Model for End-to-end Speech Recognition. 3899-3903 - Huahuan Zheng, Keyu An, Zhijian Ou, Chen Huang, Ke Ding, Guanglu Wan:
An Empirical Study of Language Model Integration for Transducer based Speech Recognition. 3904-3908 - Zijian Yang, Yingbo Gao, Alexander Gerstenberger, Jintao Jiang, Ralf Schlüter, Hermann Ney:
Self-Normalized Importance Sampling for Neural Language Modeling. 3909-3913 - Jennifer Drexler Fox, Natalie Delworth:
Improving Contextual Recognition of Rare Words with an Alternate Spelling Prediction Model. 3914-3918 - Takuma Udagawa, Masayuki Suzuki, Gakuto Kurata, Nobuyasu Itoh, George Saon
Effect and Analysis of Large-scale Language Model Rescoring on Competitive ASR Systems. 3919-3923 - Tongtong Song, Qiang Xu, Meng Ge, Longbiao Wang, Hao Shi, Yongjie Lv, Yuqin Lin, Jianwu Dang:
Language-specific Characteristic Assistance for Code-switching Speech Recognition. 3924-3928
Speech Intelligibility Prediction for Hearing-Impaired Listeners II
- Toshio Irino, Honoka Tamaru, Ayako Yamamoto:
Speech intelligibility of simulated hearing loss sounds and its prediction using the Gammachirp Envelope Similarity Index (GESI). 3929-3933 - Mark A. Huckvale, Gaston Hilkhuysen:
ELO-SPHERES intelligibility prediction model for the Clarity Prediction Challenge 2022. 3934-3938 - Samuel J. Yang, Scott Wisdom, Chet Gnegy, Richard F. Lyon, Sagar Savla:
Listening with Googlears: Low-Latency Neural Multiframe Beamforming and Equalization for Hearing Aids. 3939-3943 - Ryandhimas Edo Zezario
MBI-Net: A Non-Intrusive Multi-Branched Speech Intelligibility Prediction Model for Hearing Aids. 3944-3948
Show and Tell III(VR)
- Kye Min Tan, Richeng Duan, Xin Huang, Bowei Zou, Xuan Long Do:
A Deep Learning Platform for Language Education Research and Development. 3949-3950 - Yujia Jin, Yanlu Xie, Jinsong Zhang:
A VR Interactive 3D Mandarin Pronunciation Teaching Model. 3951-3952
Summarization, Entity Extraction, Evaluation and Others
- Nikko Strom, Haidar Khan, Wael Hamza:
Squashed Weight Distribution for Low Bit Quantization of Deep Models. 3953-3957 - Samuel Hollands
Evaluating the Performance of State-of-the-Art ASR Systems on Non-Native English using Corpora with Extensive Language Background Variation. 3958-3962 - Karan Singla, Shahab Jalalvand, Yeon-Jun Kim, Ryan Price, Daniel Pressel, Srinivas Bangalore:
Seq-2-Seq based Refinement of ASR Output for Spoken Name Capture. 3963-3967 - Thibault Bañeras Roux, Mickael Rouvier, Jane Wottawa, Richard Dufour:
Qualitative Evaluation of Language Model Rescoring in Automatic Speech Recognition. 3968-3972 - Arlo Faria, Adam Janin, Sidhi Adkoli, Korbinian Riedhammer
Toward Zero Oracle Word Error Rate on the Switchboard Benchmark. 3973-3977 - Suyoun Kim, Duc Le, Weiyi Zheng, Tarun Singh, Abhinav Arora, Xiaoyu Zhai, Christian Fuegen, Ozlem Kalinli, Michael L. Seltzer:
Evaluating User Perception of Speech Recognition System Quality with Semantic Distance Metric. 3978-3982
Automatic Analysis of Paralinguistics
- Jeewoo Yoon, Jinyoung Han, Erik P. Bucy, Jungseock Joo:
Predicting Emotional Intensity in Political Debates via Non-verbal Signals. 3983-3987 - Mao Saeki, Kotoka Miyagi, Shinya Fujie, Shungo Suzuki, Tetsuji Ogawa, Tetsunori Kobayashi, Yoichi Matsuyama:
Confusion Detection for Adaptive Conversational Strategies of An Oral Proficiency Assessment Interview Agent. 3988-3992 - Helen Gent, Chase Adams, Yan Tang
Deep Learning for Prosody-Based Irony Classification in Spontaneous Speech. 3993-3997 - Sreyan Ghosh, Sonal Kumar, Yaman Kumar
Span Classification with Structured Information for Disfluency Detection in Spoken Utterances. 3998-4002 - Yi Chang, Zhao Ren, Thanh Tam Nguyen, Wolfgang Nejdl, Björn W. Schuller:
Example-based Explanations with Adversarial Attacks for Respiratory Sound Analysis. 4003-4007 - Gordon Rennie, Olga Perepelkina, Alessandro Vinciarelli:
Which Model is Best: Comparing Methods and Metrics for Automatic Laughter Detection in a Naturalistic Conversational Dataset. 4008-4012
Self Supervision and Anti-Spoofing
- Yehoshua Dissen, Felix Kreuk, Joseph Keshet:
Self-supervised Speaker Diarization. 4013-4017 - Théo Lepage
Label-Efficient Self-Supervised Speaker Verification With Information Maximization and Contrastive Learning. 4018-4022 - Piotr Kawa, Marcin Plata, Piotr Syga
Attack Agnostic Dataset: Towards Generalization and Stabilization of Audio DeepFake Detection. 4023-4027 - Jaejin Cho, Raghavendra Pappagari, Piotr Zelasko, Laureano Moro-Velázquez, Jesús Villalba, Najim Dehak
Non-contrastive self-supervised learning of utterance-level speech representations. 4028-4032 - Mohammad MohammadAmini, Driss Matrouf, Jean-François Bonastre
Barlow Twins self-supervised learning for robust speaker recognition. 4033-4037
Speech Articulation & Neural Processing
- Corentin Puffay
Relating the fundamental frequency of speech with EEG using a dilated convolutional network. 4038-4042 - Verdiana De Fino, Lionel Fontan
Prediction of L2 speech proficiency based on multi-level linguistic features. 4043-4047 - Fareeha S. Rana, Daniel Pape, Elisabet Service:
The effect of increasing acoustic and linguistic complexity on auditory processing: an EEG study. 4048-4052 - Katrina Kechun Li
Recording and timing vocal responses in online experimentation. 4053-4057 - Maria del Mar Cordero, Ambre Denis-Noël
Neural correlates of acoustic and semantic cues during speech segmentation in French. 4058-4062 - Kevin Meng, Seo-Hyun Lee, Farhad Goodarzy, Simon J. Vogrin
Evidence of Onset and Sustained Neural Responses to Isolated Phonemes from Intracranial Recordings in a Voice-based Cursor Control Task. 4063-4067
Low Resource Spoken Language Understanding
- Salima Mdhaffar
End-to-end model for named entity recognition from speech without paired training data. 4068-4072 - Quentin Meeus
Multitask Learning for Low Resource Spoken Language Understanding. 4073-4077
Non-intrusive Objective Speech Quality Assessment (NISQA) Challenge for Online Conferencing Applications
- M. K. Jayesh, Mukesh Sharma, Praneeth Vonteddu, Mahaboob Ali Basha Shaik, Sriram Ganapathy:
Transformer Networks for Non-Intrusive Speech Quality Prediction. 4078-4082 - Bastiaan Tamm
Pre-trained Speech Representations as Feature Extractors for Speech Quality Assessment in Online Conferencing Applications. 4083-4087 - Helard Becerra Martinez
Exploring the influence of fine-tuning data on wav2vec 2.0 model for blind speech quality prediction. 4088-4092
Novel Models and Training Methods for ASR I
- Zhehuai Chen, Yu Zhang, Andrew Rosenberg, Bhuvana Ramabhadran, Pedro J. Moreno, Ankur Bapna, Heiga Zen
MAESTRO: Matched Speech Text Representations through Modality Matching. 4093-4097 - Da-Hee Yang, Joon-Hyuk Chang:
FiLM Conditioning with Enhanced Feature to the Transformer-based End-to-End Noisy Speech Recognition. 4098-4102 - Nicolae-Catalin Ristea, Radu Tudor Ionescu, Fahad Shahbaz Khan:
SepTr: Separable Transformer for Audio Spectrogram Processing. 4103-4107 - Koharu Horii, Meiko Fukuda, Kengo Ohta, Ryota Nishimura, Atsunori Ogawa, Norihide Kitaoka:
End-to-End Spontaneous Speech Recognition Using Disfluency Labeling. 4108-4112 - Raphaël Olivier, Bhiksha Raj:
Recent improvements of ASR models in the face of adversarial attacks. 4113-4117 - Kyuhong Shim
Similarity and Content-based Phonetic Self Attention for Speech Recognition. 4118-4122 - Juntae Kim, Jeehye Lee:
Generalizing RNN-Transducer to Out-Domain Audio via Sparse Self-Attention Layers. 4123-4127 - Zeyang Song, Qi Liu
Knowledge distillation for In-memory keyword spotting model. 4128-4132 - Felix Meyer, Wilfried Michel, Mohammad Zeineldeen, Ralf Schlüter, Hermann Ney:
Automatic Learning of Subword Dependent Model Scales. 4133-4136 - Alexandre Bittar, Philip N. Garner
Bayesian Recurrent Units and the Forward-Backward Algorithm. 4137-4141
Acoustic scene analysis
- Xinhao Mei, Xubo Liu, Jianyuan Sun, Mark D. Plumbley, Wenwu Wang:
On Metric Learning for Audio-Text Cross-Modal Retrieval. 4142-4146 - Yuanbo Hou, Zhaoyi Liu
CT-SAT: Contextual Transformer for Sequential Audio Tagging. 4147-4151 - Zi Huang, Shulei Ji, Zhilan Hu, Chuangjian Cai, Jing Luo
ADFF: Attention Based Deep Feature Fusion Approach for Music Emotion Recognition. 4152-4156 - Han Lei, Ning Chen:
Audio-Visual Scene Classification Based on Multi-modal Graph Fusion. 4157-4161 - Chandan K. A. Reddy, Vishak Gopal, Harishchandra Dubey, Ross Cutler, Sergiy Matusevych, Robert Aichner:
MusicNet: Compact Convolutional Neural Network for Real-time Background Music Detection. 4162-4166 - Kun Chen, Jun Wang, Feng Deng, Xiaorui Wang:
iCNN-Transformer: An improved CNN-Transformer with Channel-spatial Attention and Keyword Prediction for Automated Audio Captioning. 4167-4171 - Xian Li, Xiaofei Li:
ATST: Audio Representation Learning with Teacher-Student Transformer. 4172-4176 - Yajian Wang, Jun Du, Hang Chen, Qing Wang, Chin-Hui Lee:
Deep Segment Model for Acoustic Scene Classification. 4177-4181 - Sukanya Sonowal, Anish Tamse:
Novel Augmentation Schemes for Device Robust Acoustic Scene Classification. 4182-4186 - Shichao Hu, Bin Zhang, Jinhong Lu, Yiliang Jiang, Wucheng Wang, Lingcheng Kong, Weifeng Zhao, Tao Jiang:
WideResNet with Joint Representation Learning and Data Augmentation for Cover Song Identification. 4187-4191 - Rahil Parikh, Harshavardhan Sundar, Ming Sun, Chao Wang, Spyros Matsoukas:
Impact of Acoustic Event Tagging on Scene Classification in a Multi-Task Learning Framework. 4192-4196 - Daiki Takeuchi, Yasunori Ohishi, Daisuke Niizumi, Noboru Harada
Introducing Auxiliary Text Query-modifier to Content-based Audio Retrieval. 4197-4201
Speech Coding and Privacy
- Jiahui Pan, Shuai Nie, Hui Zhang, Shulin He, Kanghao Zhang, Shan Liang, Xueliang Zhang, Jianhua Tao:
Speaker recognition-assisted robust audio deepfake detection. 4202-4206 - Yuchen Liu, Apu Kapadia
Preventing sensitive-word recognition using self-supervised learning to preserve user-privacy for automatic speech recognition. 4207-4211 - Nicola Pia, Kishan Gupta, Srikanth Korse
NESC: Robust Neural End-2-End Speech Coding with GANs. 4212-4216 - Huaying Xue, Xiulian Peng, Xue Jiang, Yan Lu:
Towards Error-Resilient Neural Speech Coding. 4217-4221 - Xue Jiang, Xiulian Peng, Huaying Xue, Yuan Zhang, Yan Lu:
Cross-Scale Vector Quantization for Scalable Neural Speech Coding. 4222-4226 - Haohe Liu, Woosung Choi, Xubo Liu, Qiuqiang Kong, Qiao Tian, DeLiang Wang:
Neural Vocoder is All You Need for Speech Super-resolution. 4227-4231 - Haohe Liu, Xubo Liu, Qiuqiang Kong, Qiao Tian, Yan Zhao, DeLiang Wang, Chuanzeng Huang, Yuxuan Wang:
VoiceFixer: A Unified Framework for High-Fidelity Speech Restoration. 4232-4236 - Dimitrios Stoidis, Andrea Cavallaro:
Generating gender-ambiguous voices for privacy-preserving speech recognition. 4237-4241
Speech Synthesis: Singing, Multimodal, Crosslingual Synthesis
- Yu Wang, Xinsheng Wang, Pengcheng Zhu, Jie Wu, Hanzhao Li, Heyang Xue, Yongmao Zhang, Lei Xie, Mengxiao Bi:
Opencpop: A High-Quality Open Source Chinese Popular Song Corpus for Singing Voice Synthesis. 4242-4246 - Haoyue Zhan, Xinyuan Yu, Haitong Zhang, Yang Zhang, Yue Lin:
Exploring Timbre Disentanglement in Non-Autoregressive Cross-Lingual Text-to-Speech. 4247-4251 - Zewang Zhang, Yibin Zheng, Xinhui Li, Li Lu:
WeSinger: Data-augmented Singing Voice Synthesis with Auxiliary Losses. 4252-4256 - Yukun Peng, Zhenhua Ling:
Decoupled Pronunciation and Prosody Modeling in Meta-Learning-based Multilingual Speech Synthesis. 4257-4261 - Xiaobin Zhuang, Huiran Yu, Weifeng Zhao, Tao Jiang, Peng Hu:
KaraTuner: Towards End-to-End Natural Pitch Correction for Singing Voice in Karaoke. 4262-4266 - Heyang Xue, Xinsheng Wang, Yongmao Zhang, Lei Xie, Pengcheng Zhu, Mengxiao Bi:
Learn2Sing 2.0: Diffusion and Mutual Information-Based Target Speaker SVS by Learning from Singing Teacher. 4267-4271 - Shuai Guo, Jiatong Shi, Tao Qian, Shinji Watanabe
SingAug: Data Augmentation for Singing Voice Synthesis with Cycle-consistent Training Strategy. 4272-4276 - Jiatong Shi, Shuai Guo, Tao Qian, Tomoki Hayashi, Yuning Wu, Fangzheng Xu, Xuankai Chang, Huazhe Li, Peter Wu, Shinji Watanabe
Muskits: an End-to-end Music Processing Toolkit for Singing Voice Synthesis. 4277-4281 - Chang Liu, Zhen-Hua Ling, Ling-Hui Chen:
Pronunciation Dictionary-Free Multilingual Speech Synthesis by Combining Unsupervised and Supervised Phonetic Representations. 4282-4286 - Chao Wang, Zhonghao Li, Benlai Tang, Xiang Yin, Yuan Wan, Yibiao Yu, Zejun Ma:
Towards high-fidelity singing voice conversion with acoustic reference and contrastive predictive coding. 4287-4291 - Shaohuan Zhou, Shun Lei, Weiya You, Deyi Tuo, Yuren You, Zhiyong Wu, Shiyin Kang, Helen Meng:
Towards Improving the Expressiveness of Singing Voice Synthesis with BERT Derived Semantic Information. 4292-4296 - Sreeram Manghat, Sreeja Manghat, Tanja Schultz
Normalization of code-switched text for speech synthesis. 4297-4301 - Raymond Chung, Brian Mak
Synthesizing Near Native-accented Speech for a Non-native Speaker by Imitating the Pronunciation and Prosody of a Native Speaker. 4302-4306 - Xu Li, Shansong Liu, Ying Shan:
A Hierarchical Speaker Representation Framework for One-shot Singing Voice Conversion. 4307-4311
Applications in Transcription, Education and Learning II
- Longfei Yang, Jinsong Zhang, Takahiro Shinozaki:
Self-Supervised Learning with Multi-Target Contrastive Coding for Non-Native Acoustic Modeling of Mispronunciation Verification. 4312-4316 - Daniel Zhang, Ashwinkumar Ganesan, Sarah Campbell, Daniel Korzekwa:
L2-GEN: A Neural Phoneme Paraphrasing Approach to L2 Speech Synthesis for Mispronunciation Diagnosis. 4317-4321 - Satwik Dutta, Sarah Anne Tao, Jacob C. Reyna, Rebecca Elizabeth Hacker, Dwight W. Irvin, Jay F. Buzhardt, John H. L. Hansen:
Challenges remain in Building ASR for Spontaneous Preschool Children Speech in Naturalistic Educational Environments. 4322-4326 - Zhan Zhang, Yuehai Wang, Jianyi Yang:
End-to-end Mispronunciation Detection with Simulated Error Distance. 4327-4331 - Zhan Zhang, Yuehai Wang, Jianyi Yang:
BiCAPT: Bidirectional Computer-Assisted Pronunciation Training with Normalizing Flows. 4332-4336 - Kaiqi Fu, Shaojun Gao, Xiaohai Tian, Wei Li, Zejun Ma:
Using Fluency Representation Learned from Sequential Raw Features for Improving Non-native Fluency Scoring. 4337-4341 - Qi Chen, BingHuai Lin, YanLu Xie:
An Alignment Method Leveraging Articulatory Features for Mispronunciation Detection and Diagnosis in L2 English. 4342-4346 - Phani Sankar Nidadavolu, Na Xu, Nick Jutila, Ravi Teja Gadde, Aswarth Abhilash Dara, Joseph Savold, Sapan Patel
RefTextLAS: Reference Text Biased Listen, Attend, and Spell Model For Accurate Reading Evaluation. 4347-4351 - Nianzu Zheng, Liqun Deng, Wenyong Huang, Yu Ting Yeung, Baohua Xu, Yuanyuan Guo, Yasheng Wang, Xiao Chen, Xin Jiang, Qun Liu:
CoCA-MDD: A Coupled Cross-Attention based Framework for Streaming Mispronunciation Detection and Diagnosis. 4352-4356
Spoofing-Aware Automatic Speaker Verification (SASV) II
- Haibin Wu, Lingwei Meng, Jiawen Kang, Jinchao Li, Xu Li, Xixin Wu, Hung-yi Lee, Helen Meng:
Spoofing-Aware Speaker Verification by Multi-Level Fusion. 4357-4361 - Woo Hyun Kang, Jahangir Alam, Abderrahim Fathan:
End-to-end framework for spoof-aware speaker verification. 4362-4366 - Jucai Lin, Tingwei Chen, Jingbiao Huang, Ruidong Fang, Jun Yin, Yuanping Yin, Wei Shi, Weizhen Huang, Yapeng Mao:
The CLIPS System for 2022 Spoofing-Aware Speaker Verification Challenge. 4367-4370 - Peng Zhang, Peng Hu, Xueliang Zhang:
Norm-constrained Score-level Ensemble for Spoofing Aware Speaker Verification. 4371-4375 - Yuxiang Zhang, Zhuo Li
SASV Based on Pre-trained ASV System and Integrated Scoring Module. 4376-4380 - Li Zhang, Yue Li, Huan Zhao, Qing Wang, Lei Xie:
Backend Ensemble for Speaker Verification and Spoofing Countermeasure. 4381-4385 - Hao Tan, Junjian Zhang, Huan Zhang, Le Wang, Yaguan Qian, Zhaoquan Gu:
NRI-FGSM: An Efficient Transferable Adversarial Attack for Speaker Recognition Systems. 4386-4390 - Zhongwei Teng, Quchen Fu, Jules White, Maria E. Powell, Douglas C. Schmidt:
SA-SASV: An End-to-End Spoof-Aggregated Spoofing-Aware Speaker Verification System. 4391-4395 - Xingming Wang, Xiaoyi Qin, Yikang Wang, Yunfei Xu, Ming Li:
The DKU-OPPO System for the 2022 Spoofing-Aware Speaker Verification Challenge. 4396-4400
Speech Coding and Restoration
- Seungu Han, Junhyeok Lee
NU-Wave 2: A General Neural Audio Upsampling Model for Various Sampling Rates. 4401-4405 - Takaaki Saeki, Shinnosuke Takamichi, Tomohiko Nakamura
SelfRemaster: Self-Supervised Speech Restoration with Analysis-by-Synthesis Approach Using Channel Modeling. 4406-4410 - Joon Byun, Seungmin Shin
Optimization of Deep Neural Network (DNN) Speech Coder Using a Multi Time Scale Perceptual Loss Function. 4411-4415 - Donghyeon Kim, Bowon Lee:
Phase Vocoder For Time Stretch Based On Center Frequency Estimation. 4416-4420 - Ali Siahkoohi, Michael Chinen, Tom Denton, W. Bastiaan Kleijn
Ultra-Low-Bitrate Speech Coding with Pretrained Transformers. 4421-4425 - Xiaoxiao Miao, Xin Wang
Analyzing Language-Independent Speaker Anonymization Framework under Unseen Conditions. 4426-4430
Streaming ASR
- Martin Radfar, Rohit Barnwal, Rupak Vignesh Swaminathan, Feng-Ju Chang, Grant P. Strimel, Nathan Susanj, Athanasios Mouchtaris:
ConvRNN-T: Convolutional Augmented Recurrent Neural Network Transducers for Streaming Speech Recognition. 4431-4435 - Kaiqi Zhao, Hieu Nguyen, Animesh Jain, Nathan Susanj, Athanasios Mouchtaris, Lokesh Gupta, Ming Zhao:
Knowledge Distillation via Module Replacing for Automatic Speech Recognition with Recurrent Neural Network Transducer. 4436-4440 - Jaesong Lee, Lukas Lee, Shinji Watanabe
Memory-Efficient Training of RNN-Transducer with Sampled Softmax. 4441-4445 - Cong-Thanh Do, Mohan Li, Rama Doddipatla
Multiple-hypothesis RNN-T Loss for Unsupervised Fine-tuning and Self-training of Neural Transducer. 4446-4450 - Ilya Sklyar, Anna Piunova, Christian Osendorfer:
Separator-Transducer-Segmenter: Streaming Recognition and Segmentation of Multi-party Speech. 4451-4455
Applications in Transcription, Education and Learning I
- Jeremy Heng Meng Wong, Huayun Zhang, Nancy F. Chen
Variations of multi-task learning for spoken language assessment. 4456-4460 - Takuya Kunihara, Chuanbo Zhu, Daisuke Saito, Nobuaki Minematsu, Noriko Nakanishi:
Detection of Learners' Listening Breakdown with Oral Dictation and Its Use to Model Listening Skill Improvement Exclusively Through Shadowing. 4461-4465 - Yu Suzuki, Tsuneo Kato, Akihiro Tamura:
Automatic Prosody Evaluation of L2 English Read Speech in Reference to Accent Dictionary with Transformer Encoder. 4466-4470 - Stefano Bannò, Bhanu Balusu, Mark J. F. Gales, Kate M. Knill, Konstantinos Kyriakopoulos:
View-Specific Assessment of L2 Spoken English. 4471-4475 - Yu Bai, Ferdy Hubers
The Effects of Implicit and Explicit Feedback in an ASR-based Reading Tutor for Dutch First-graders. 4476-4480 - Mu Yang, Kevin Hirschi
Improving Mispronunciation Detection with Wav2vec2-based Momentum Pseudo-Labeling for Accentedness and Intelligibility Assessment. 4481-4485
Spoken Dialogue Systems
- Jin Sakuma, Shinya Fujie, Tetsunori Kobayashi:
Response Timing Estimation for Spoken Dialog System using Dialog Act Estimation. 4486-4490 - Farhat Jabeen, Simon Betz
Hesitations in Urdu/Hindi: Distribution and Properties of Fillers & Silences. 4491-4495 - K. V. Vijay Girish, Srikanth Konjeti, Jithendra Vepa:
Interpretabilty of Speech Emotion Recognition modelled using Self-Supervised Speech and Text Pre-Trained Embeddings. 4496-4500 - Ayush Kumar, Vijit Malik, Jithendra Vepa:
Does Utterance entails Intent?: Evaluating Natural Language Inference Based Setup for Few-Shot Intent Detection. 4501-4505 - Sarenne Carrol Wallbridge
Investigating perception of spoken dialogue acceptability through surprisal. 4506-4510 - Chiori Hori, Takaaki Hori, Jonathan Le Roux:
Low-Latency Online Streaming VideoQA Using Audio-Visual Transformers. 4511-4515
The VoiceMOS Challenge
- Adriana Stan
The ZevoMOS entry to VoiceMOS Challenge 2022. 4516-4520 - Takaaki Saeki, Detai Xin, Wataru Nakata, Tomoki Koriyama, Shinnosuke Takamichi, Hiroshi Saruwatari:
UTMOS: UTokyo-SaruLab System for VoiceMOS Challenge 2022. 4521-4525 - Huy Nguyen, Kai Li, Masashi Unoki:
Automatic Mean Opinion Score Estimation with Temporal Modulation Features on Gammatone Filterbank for Speech Assessment. 4526-4530 - Michael Chinen, Jan Skoglund
Using Rater and System Metadata to Explain Variance in the VoiceMOS Challenge 2022 Dataset. 4531-4535 - Wen-Chin Huang, Erica Cooper, Yu Tsao, Hsin-Min Wang, Tomoki Toda, Junichi Yamagishi:
The VoiceMOS Challenge 2022. 4536-4540 - Wei-Cheng Tseng, Wei-Tsung Kao, Hung-yi Lee:
DDOS: A MOS Prediction Framework utilizing Domain Adaptive Pre-training and Distribution of Opinion Scores. 4541-4545
Speech Synthesis: Speaking Style, Emotion and Accents I
- Syed Ammar Abbas, Thomas Merritt, Alexis Moinet, Sri Karlapati, Ewa Muszynska, Simon Slangen, Elia Gatti, Thomas Drugman:
Expressive, Variable, and Controllable Duration Modelling in TTS. 4546-4550 - Wataru Nakata, Tomoki Koriyama, Shinnosuke Takamichi, Yuki Saito, Yusuke Ijima, Ryo Masumura, Hiroshi Saruwatari:
Predicting VQVAE-based Character Acting Style from Quotation-Annotated Text for Audiobook Speech Synthesis. 4551-4555 - Min-Kyung Kim, Joon-Hyuk Chang:
Adversarial and Sequential Training for Cross-lingual Prosody Transfer TTS. 4556-4560 - Changhwan Kim, Seyun Um, Hyungchan Yoon, Hong-Goo Kang:
FluentTTS: Text-dependent Fine-grained Style Control for Multi-style TTS. 4561-4565 - Wei-Ping Huang, Po-Chun Chen, Sung-Feng Huang, Hung-yi Lee:
Few Shot Cross-Lingual TTS Using Transferable Phoneme Embedding. 4566-4570 - Lev Finkelstein, Heiga Zen
Training Text-To-Speech Systems From Synthetic Data: A Practical Approach For Accent Transfer Tasks. 4571-4575 - Daiki Yoshioka, Yusuke Yasuda, Noriyuki Matsunaga, Yamato Ohtani, Tomoki Toda:
Spoken-Text-Style Transfer with Conditional Variational Autoencoder and Content Word Storage. 4576-4580 - Ajinkya Kulkarni, Vincent Colotte, Denis Jouvet:
Analysis of expressivity transfer in non-autoregressive end-to-end multispeaker TTS systems. 4581-4585 - Dino Rattcliffe, You Wang, Alex Mansbridge, Penny Karanasou, Alexis Moinet, Marius Cotescu:
Cross-lingual Style Transfer with Conditional Prior VAE and Style Loss. 4586-4590 - Julian Zaïdi, Hugo Seuté, Benjamin van Niekerk, Marc-André Carbonneau:
Daft-Exprt: Cross-Speaker Prosody Transfer on Any Text for Expressive Speech Synthesis. 4591-4595 - Hyun-Wook Yoon, Ohsung Kwon, Hoyeon Lee, Ryuichi Yamamoto, Eunwoo Song, Jae-Min Kim, Min-Jae Hwang:
Language Model-Based Emotion Prediction Methods for Emotional Speech Synthesis Systems. 4596-4600 - Arijit Mukherjee, Shubham Bansal, Sandeepkumar Satpal, Rupesh K. Mehta:
Text aware Emotional Text-to-speech with BERT. 4601-4605
Speech Segmentation I
- Lukás Mateju, Frantisek Kynych, Petr Cerva, Jirí Málek, Jindrich Zdánský:
Overlapped Speech Detection in Broadcast Streams Using X-vectors. 4606-4610 - Yael Segal
DDKtor: Automatic Diadochokinetic Speech Analysis. 4611-4615 - Michel Cardoso Meneses, Rafael Bérgamo Holanda, Luis Vasconcelos Peres, Gabriela Dantas Rocha:
SiDi KWS: A Large-Scale Multilingual Dataset for Keyword Spotting. 4616-4620 - Byeonggeun Kim, Seunghan Yang, Inseop Chung, Simyung Chang:
Dummy Prototypical Networks for Few-Shot Open-Set Keyword Spotting. 4621-4625 - Eklavya Sarkar
Unsupervised Voice Activity Detection by Modeling Source and System Information using Zero Frequency Filtering. 4626-4630 - Rini A. Sharon, Heet Shah, Debdoot Mukherjee, Vikram Gupta:
Multilingual and Multimodal Abuse Detection. 4631-4635 - Théo Mariotte, Anthony Larcher, Silvio Montrésor, Jean-Hugh Thomas:
Microphone Array Channel Combination Algorithms for Overlapped Speech Detection. 4636-4640 - Yui Sudo
Streaming Automatic Speech Recognition with Re-blocking Processing Based on Integrated Voice Activity Detection. 4641-4645 - Tzeviya Fuchs, Yedid Hoshen, Yossi Keshet:
Unsupervised Word Segmentation using K Nearest Neighbors. 4646-4650
Human Speech & Signal Processing
- Zhuohuang Zhang, Donald S. Williamson
Investigation on the Band Importance of Phase-aware Speech Enhancement. 4651-4655 - Yifan Sun, Qinlong Huang, Xihong Wu:
Unsupervised Acoustic-to-Articulatory Inversion with Variable Vocal Tract Anatomy. 4656-4660 - Yifan Sun, Qinlong Huang, Xihong Wu:
Unsupervised Inference of Physiologically Meaningful Articulatory Trajectories with VocalTractLab. 4661-4665 - Running Zhao, Jiangtao Yu
Radio2Speech: High Quality Speech Recovery from Radio Frequency Signals. 4666-4670 - Mamady Nabé
Isochronous is beautiful? Syllabic event detection in a neuro-inspired oscillatory model is facilitated by isochrony in speech. 4671-4675 - Leon Liebig, Christoph Wagner, Alexander Mainka, Peter Birkholz
An investigation of regression-based prediction of the femininity or masculinity in speech of transgender people. 4676-4680 - Rahil Parikh, Nadee Seneviratne, Ganesh Sivaraman, Shihab A. Shamma, Carol Y. Espy-Wilson:
Acoustic To Articulatory Speech Inversion Using Multi-Resolution Spectro-Temporal Representations Of Speech Signals. 4681-4685 - Jiachen Lian, Alan W. Black, Louis Goldstein, Gopala Krishna Anumanchipalli:
Deep Neural Convolutive Matrix Factorization for Articulatory Representation Decomposition. 4686-4690 - Zhao Zhang, Ju Zhang, Jianguo Wei
Vocal-Tract Area Functions with Articulatory Reality for Tract Opening. 4691-4694
Speech Emotion Recognition II
- Shaokai Li
Coupled Discriminant Subspace Alignment for Cross-database Speech Emotion Recognition. 4695-4699 - Jennifer Santoso, Takeshi Yamada, Kenkichi Ishizuka, Taiichi Hashimoto, Shoji Makino:
Performance Improvement of Speech Emotion Recognition by Neutral Speech Detection Using Autoencoder and Intermediate Representation. 4700-4704 - Ying Hu, Yuwu Tang, Hao Huang, Liang He:
A Graph Isomorphism Network with Weighted Multiple Aggregators for Speech Emotion Recognition. 4705-4709 - Murchana Baruah, Bonny Banerjee
Speech Emotion Recognition via Generation using an Attention-based Variational Recurrent Neural Network. 4710-4714 - Vikramjit Mitra, Hsiang-Yun Sherry Chien, Vasudha Kowtha, Joseph Yitan Cheng, Erdrin Azemi:
Speech Emotion: Investigating Model Representations, Multi-Task Learning and Knowledge Distillation. 4715-4719 - Desheng Hu, Xinhui Hu, Xinkang Xu:
Multiple Enhancements to LSTM for Learning Emotion-Salient Features in Speech Emotion Recognition. 4720-4724 - Zihan Zhao, Yanfeng Wang, Yu Wang:
Multi-level Fusion of Wav2vec 2.0 and BERT for Multimodal Emotion Recognition. 4725-4729 - Chengxin Chen
CTA-RNN: Channel and Temporal-wise Attention RNN leveraging Pre-trained ASR Embeddings for Speech Emotion Recognition. 4730-4734 - Alena Velichko, Maxim Markitantov, Heysem Kaya, Alexey Karpov:
Complex Paralinguistic Analysis of Speech: Predicting Gender, Emotions and Deception in a Hierarchical Framework. 4735-4739 - Akihiko Takashima, Ryo Masumura, Atsushi Ando, Yoshihiro Yamazaki, Mihiro Uchida
Interactive Co-Learning with Cross-Modal Transformer for Audio-Visual Emotion Recognition. 4740-4744 - Zuheng Kang, Junqing Peng, Jianzong Wang
SpeechEQ: Speech Emotion Recognition based on Multi-scale Unified Datasets and Multitask Learning. 4745-4749 - Yang Liu
Discriminative Feature Representation Based on Cascaded Attention Network with Adversarial Joint Loss for Speech Emotion Recognition. 4750-4754 - Nicolas Audibert, Cécile Fougeron:
Intra-speaker phonetic variation in read speech: comparison with inter-speaker variability in a controlled population. 4755-4759
Speaker Recognition and Anti-Spoofing
- Nik Vaessen, David A. van Leeuwen:
Training speaker recognition systems with limited data. 4760-4764 - Yijie Lou, Shiliang Pu, Jianfeng Zhou, Xin Qi, Qinbo Dong, Hongwei Zhou:
A Deep One-Class Learning Method for Replay Attack Detection. 4765-4769 - Haodong Zhao
A Universal Identity Backdoor Attack against Speaker Verification based on Siamese Network. 4770-4774 - Xin Wang, Chuan Xie, Qiang Wu, Huayi Zhan, Ying Wu:
A Novel Phoneme-based Modeling for Text-independent Speaker Identification. 4775-4779 - Bing Han, Zhengyang Chen, Yanmin Qian:
Self-Supervised Speaker Verification Using Dynamic Loss-Gate and Label Correction. 4780-4784 - Bowen Shi, Abdelrahman Mohamed, Wei-Ning Hsu:
Learning Lip-Based Audio-Visual Speaker Embeddings with AV-HuBERT. 4785-4789 - Jin Li, Xin Fang, Fan Chu, Tian Gao, Yan Song, Rong Li Dai:
Acoustic Feature Shuffling Network for Text-independent Speaker Verification. 4790-4794 - Yan Wen, Zhenchun Lei, Yingen Yang, Changhong Liu, Minglei Ma:
Multi-Path GMM-MobileNet Based on Attack Algorithms and Codecs for Synthetic Speech and Deepfake Detection. 4795-4799 - Minho Jin, Chelsea Ju, Zeya Chen, Yi-Chieh Liu, Jasha Droppo, Andreas Stolcke:
Adversarial Reweighting for Speaker Verification Fairness. 4800-4804 - Long Chen, Yixiong Meng, Venkatesh Ravichandran
Graph-based Multi-View Fusion and Local Adaptation: Mitigating Within-Household Confusability for Speaker Identification. 4805-4809
Miscellaneous Topics in Speech, Voice and Hearing Disorders
- Ronglai Zuo, Brian Mak
Local Context-aware Self-attention for Continuous Sign Language Recognition. 4810-4814 - Tobias Weise, Philipp Klumpp, Andreas K. Maier, Elmar Nöth, Björn Heismann, Maria Schuster, Seung Hee Yang:
Disentangled Latent Speech Representation for Automatic Pathological Intelligibility Assessment. 4815-4819 - Kaitao Song, Teng Wan, Bixia Wang, Huiqiang Jiang, Luna Qiu, Jiahang Xu, Liping Jiang, Qun Lou, Yuqing Yang, Dongsheng Li, Xudong Wang, Lili Qiu:
Improving Hypernasality Estimation with Automatic Speech Recognition in Cleft Palate Speech. 4820-4824 - Tianzi Wang, Jiajun Deng, Mengzhe Geng, Zi Ye, Shoukang Hu, Yi Wang, Mingyu Cui, Zengrui Jin, Xunying Liu, Helen Meng:
Conformer Based Elderly Speech Recognition System for Alzheimer's Disease Detection. 4825-4829 - Zixia Fan
Revisiting visuo-spatial processing in individuals with congenital amusia. 4830-4834 - Pouriya Amini Digehsara, João Vítor Possamai de Menezes
A user-friendly headset for radar-based silent speech recognition. 4835-4839 - Jingwen Cheng, Yuchen Yan, Yingming Gao, Xiaoli Feng, Yannan Wang, Jinsong Zhang:
A study of production error analysis for Mandarin-speaking Children with Hearing Impairment. 4840-4844
Low-Resource ASR Development II
- Zhouyuan Huo, Dongseong Hwang, Khe Chai Sim, Shefali Garg, Ananya Misra, Nikhil Siddhartha, Trevor Strohman, Françoise Beaufays:
Incremental Layer-Wise Self-Supervised Learning for Efficient Unsupervised Speech Domain Adaptation On Device. 4845-4849 - Muhammad Umar Farooq, Darshan Adiga Haniya Narayana, Thomas Hain
Non-Linear Pairwise Language Mappings for Low-Resource Multilingual Acoustic Model Fusion. 4850-4854 - Jing Zhao, Haoyu Wang, Jinpeng Li, Shuzhou Chai, Guanbo Wang, Guoguo Chen, Wei-Qiang Zhang:
The THUEE System Description for the IARPA OpenASR21 Challenge. 4855-4859 - Guolong Zhong, Hongyu Song, Ruoyu Wang, Lei Sun, Diyuan Liu, Jia Pan, Xin Fang, Jun Du, Jie Zhang, Lirong Dai:
External Text Based Data Augmentation for Low-Resource Speech Recognition in the Constrained Condition of OpenASR21 Challenge. 4860-4864 - Liam Lonergan, Mengjie Qian, Neasa Ní Chiaráin, Christer Gobl
Cross-dialect lexicon optimisation for an endangered language ASR system: the case of Irish. 4865-4869 - Han Zhu
Wav2vec-S: Semi-Supervised Pre-Training for Low-Resource ASR. 4870-4874 - Yanick Schraner, Christian Scheller, Michel Plüss, Lukas Neukom, Manfred Vogel:
Comparison of Unsupervised Learning and Supervised Learning with Noisy Labels for Low-Resource Speech Recognition. 4875-4879 - Tanvina Patel, Odette Scharenborg
Using cross-model learnings for the Gram Vaani ASR Challenge 2022. 4880-4884 - Xinjian Li, Florian Metze, David R. Mortensen
ASR2K: Speech Recognition for Around 2000 Languages without Audio. 4885-4889 - Ronit Damania, Christopher Homan, Emily Prud'hommeaux:
Combining Simple but Novel Data Augmentation Methods for Improving Conformer ASR. 4890-4894 - Kay Peterson, Audrey Tong, Yan Yu:
OpenASR21: The Second Open Challenge for Automatic Speech Recognition of Low-Resource Languages. 4895-4899 - Ruchao Fan
DRAFT: A Novel Framework to Reduce Domain Shifting in Self-supervised Learning and Its Application to Children's ASR. 4900-4904 - Séverine Guillaume, Guillaume Wisniewski, Benjamin Galliot, Minh Chau Nguyen, Maxime Fily, Guillaume Jacques, Alexis Michaud:
Plugging a neural phoneme recognizer into a simple language model: a workflow for low-resource setting. 4905-4909
Voice Conversion and Adaptation I
- Yeonjong Choi, Chao Xie, Tomoki Toda:
An Evaluation of Three-Stage Voice Conversion Framework for Noisy and Reverberant Conditions. 4910-4914 - Zijiang Yang, Xin Jing, Andreas Triantafyllopoulos, Meishu Song, Ilhan Aslan, Björn W. Schuller:
An Overview & Analysis of Sequence-to-Sequence Emotional Voice Conversion. 4915-4919 - Waris Quamer
Zero-Shot Foreign Accent Conversion without a Native Reference. 4920-4924 - Sarina Meyer, Florian Lux, Pavel Denisov, Julia Koch, Pascal Tilli, Ngoc Thang Vu:
Speaker Anonymization with Phonetic Intermediate Representations. 4925-4929 - Michael Kuhlmann, Fritz Seebauer, Janek Ebbers, Petra Wagner
Investigation into Target Speaking Rate Adaptation for Voice Conversion. 4930-4934 - Konstantinos Klapsas, Nikolaos Ellinas, Karolos Nikitaras, Georgios Vamvoukakis, Panagiotis Kakoulidis
Self supervised learning for robust voice cloning. 4935-4939
Search/Decoding Algorithms for ASR
- Ke Hu, Tara N. Sainath, Yanzhang He, Rohit Prabhavalkar
Improving Deliberation by Text-Only and Semi-Supervised Training. 4940-4944 - Jounghee Kim, Pilsung Kang:
K-Wav2vec 2.0: Automatic Speech Recognition based on Joint Decoding of Graphemes and Syllables. 4945-4949 - Anuroop Sriram, Michael Auli, Alexei Baevski:
Wav2Vec-Aug: Improved self-supervised training with limited data. 4950-4954 - Martin Kocour, Katerina Zmolíková, Lucas Ondel, Jan Svec, Marc Delcroix, Tsubasa Ochiai, Lukás Burget, Jan Cernocký:
Revisiting joint decoding based multi-talker speech recognition with DNN acoustic model. 4955-4959 - Mirek Novak, Pavlos Papadopoulos:
RNN-T lattice enhancement by grafting of pruned paths. 4960-4964 - Tatsuya Komatsu, Yusuke Fujita, Jaesong Lee, Lukas Lee, Shinji Watanabe
Better Intermediates Improve CTC Inference. 4965-4969
Emotional Speech Production and Perception
- Iona Gessinger, Michelle Cohn, Georgia Zellou, Bernd Möbius
Cross-Cultural Comparison of Gradient Emotion Perception: Human vs. Alexa TTS Voices. 4970-4974 - L. L. Chamara Kasun, Chung Soo Ahn
Discriminative Adversarial Learning for Speaker Independent Emotion Recognition. 4975-4979 - Naoaki Suzuki, Satoshi Nakamura:
Representing 'how you say' with 'what you say': English corpus of focused speech and text reflecting corresponding implications. 4980-4984 - Léane Salais, Pablo Arias, Clément Le Moine
Production Strategies of Vocal Attitudes. 4985-4989 - Ambika Kirkland, Harm Lameris, Éva Székely, Joakim Gustafson:
Where's the uh, hesitation? The interplay between filled pause location, speech rate and fundamental frequency in perception of confidence. 4990-4994
Speech Analysis
- W. Ronny Huang, Shuo-Yiin Chang, David Rybach, Tara N. Sainath, Rohit Prabhavalkar, Cal Peyser, Zhiyun Lu, Cyril Allauzen:
E2E Segmenter: Joint Segmenting and Decoding for Long-Form ASR. 4995-4999 - Sung-Lin Yeh, Hao Tang:
Autoregressive Co-Training for Learning Discrete Speech Representation. 5000-5004 - Kai-Wei Chang, Wei-Cheng Tseng, Shang-Wen Li, Hung-yi Lee:
An Exploration of Prompt Tuning on Generative Spoken Language Model for Speech Processing Tasks. 5005-5009 - Martin Lebourdais, Marie Tahon, Antoine Laurent, Sylvain Meignier:
Overlapped speech and gender detection with WavLM pre-trained features. 5010-5014 - Yann Teytaut, Baptiste Bouvier, Axel Roebel:
A study on constraining Connectionist Temporal Classification for temporal audio alignment. 5015-5019 - Yashish M. Siriwardena, Ganesh Sivaraman, Carol Y. Espy-Wilson:
Acoustic-to-articulatory Speech Inversion with Multi-task Learning. 5020-5024
Trustworthy Speech Processing
- Mohamed Maouche, Brij Mohan Lal Srivastava, Nathalie Vauquier, Aurélien Bellet, Marc Tommasi, Emmanuel Vincent:
Enhancing Speech Privacy with Slicing. 5025-5029 - Yu-Lin Huang, Bo-Hao Su, Y.-W. Peter Hong
An Attention-Based Method for Guiding Attribute-Aligned Speech Representation Learning. 5030-5034 - Sonal Joshi
Defense against Adversarial Attacks on Hybrid Speech Recognition System using Adversarial Fine-tuning with Denoiser. 5035-5039 - Wei-Cheng Tseng, Wei-Tsung Kao, Hung-yi Lee:
Membership Inference Attacks Against Self-supervised Speech Models. 5040-5044 - Yiwen Shao, Jesús Villalba, Sonal Joshi
Chunking Defense for Adversarial Attacks on ASR. 5045-5049 - Tiantian Feng, Shrikanth Narayanan:
Semi-FedSER: Semi-supervised Learning for Speech Emotion Recognition On Federated Learning using Multiview Pseudo-Labeling. 5050-5054 - Tiantian Feng, Raghuveer Peri, Shrikanth Narayanan:
User-Level Differential Privacy against Attribute Inference Attack of Speech Emotion Recognition on Federated Learning. 5055-5059 - Sonal Joshi
AdvEst: Adversarial Perturbation Estimation to Classify and Detect Adversarial Attacks against Speaker Identification. 5060-5064
Speaker Recognition and Diarization
- Eunkyung Yoo, Hyeonseop Song, Taehyeong Kim, Chul Lee:
Online Learning of Open-set Speaker Identification by Active User-registration. 5065-5069 - Shinimol Salim, Syed Shahnawazuddin, Waquar Ahmad
Automatic Speaker Verification System for Dysarthria Patients. 5070-5074 - Nikolaos Flemotomos, Shrikanth Narayanan:
Multimodal Clustering with Role Induced Constraints for Speaker Diarization. 5075-5079 - Taejin Park, Nithin Rao Koluguri, Jagadeesh Balam, Boris Ginsburg:
Multi-scale Speaker Diarization with Dynamic Scale Weighting. 5080-5084 - Ashutosh Chaubey, Sparsh Sinha, Susmita Ghose:
Improved Relation Networks for End-to-End Speaker Verification and Identification. 5085-5089 - Magdalena Rybicka
End-to-End Neural Speaker Diarization with an Iterative Refinement of Non-Autoregressive Attention-based Attractors. 5090-5094 - Federico Landini
From Simulated Mixtures to Simulated Conversations as Training Data for End-to-End Neural Diarization. 5095-5099 - Yuta Ide, Susumu Saito, Teppei Nakano, Tetsuji Ogawa:
Can Humans Correct Errors From System? Investigating Error Tendencies in Speaker Identification Using Crowdsourcing. 5100-5104 - Miseul Kim, Zhenyu Piao, Seyun Um, Ran Lee, Jaemin Joh, Seungshin Lee, Hong-Goo Kang:
Light-Weight Speaker Verification with Global Context Information. 5105-5109 - Junyi Peng, Rongzhi Gu, Ladislav Mosner, Oldrich Plchot, Lukás Burget, Jan Cernocký:
Learnable Sparse Filterbank for Speaker Verification. 5110-5114
Self-supervised, Semi-supervised, Adaptation and Data Augmentation for ASR II
- Ashtosh Sapru:
Using Data Augmentation and Consistency Regularization to Improve Semi-supervised Speech Recognition. 5115-5119 - Long Mai
Unsupervised domain adaptation for speech recognition with unsupervised error correction. 5120-5124 - Fadi Biadsy, Youzheng Chen, Xia Zhang, Oleg Rybakov, Andrew Rosenberg, Pedro J. Moreno:
A Scalable Model Specialization Framework for Training and Inference using Submodels and its Application to Speech Model Personalization. 5125-5129 - Teena tom Dieck, Paula Andrea Pérez-Toro
Wav2vec behind the Scenes: How end2end Models learn Phonetics. 5130-5134 - Weiyi Zheng, Alex Xiao, Gil Keren, Duc Le, Frank Zhang, Christian Fuegen, Ozlem Kalinli, Yatharth Saraf, Abdelrahman Mohamed:
Scaling ASR Improves Zero and Few Shot Learning. 5135-5139 - Yu Nakagome, Tatsuya Komatsu, Yusuke Fujita, Shuta Ichimura, Yusuke Kida:
InterAug: Augmenting Noisy Intermediate Predictions for CTC-based ASR. 5140-5144 - A. Arunkumar, Vrunda Nileshkumar Sukhadia, Srinivasan Umesh:
Investigation of Ensemble features of Self-Supervised Pretrained Models for Automatic Speech Recognition. 5145-5149
Spoken Language Processing I
- Zhengyuan Liu, Nancy F. Chen
Dynamic Sliding Window Modeling for Abstractive Meeting Summarization. 5150-5154 - Yuki Saito, Yuto Nishimura, Shinnosuke Takamichi, Kentaro Tachibana, Hiroshi Saruwatari:
STUDIES: Corpus of Japanese Empathetic Dialogue Speech Towards Friendly Voice Agent. 5155-5159 - Lars Rumberg, Christopher Gebauer, Hanna Ehlert
kidsTALC: A Corpus of 3- to 11-year-old German Children's Connected Natural Speech. 5160-5164 - Guan-Ting Lin, Yung-Sung Chuang, Ho-Lam Chung, Shu-Wen Yang, Hsuan-Jui Chen, Shuyan Annie Dong, Shang-Wen Li, Abdelrahman Mohamed, Hung-yi Lee, Lin-Shan Lee:
DUAL: Discrete Spoken Unit Adaptive Learning for Textless Spoken Question Answering. 5165-5169 - Myunghun Jung, Hoi Rin Kim:
Asymmetric Proxy Loss for Multi-View Acoustic Word Embeddings. 5170-5174 - Chih-Chiang Chang, Hung-yi Lee:
Exploring Continuous Integrate-and-Fire for Adaptive Simultaneous Speech Translation. 5175-5179 - Thi Thu Trang Nguyen, Trung Duc Anh Dang, Quoc Viet Vu, Woomyoung Park:
Building Vietnamese Conversational Smart Home Dataset and Natural Language Understanding Model. 5180-5184 - Sreyan Ghosh, Samden Lepcha, Sakshi Singh, Rajiv Ratn Shah, Srinivasan Umesh:
DeToxy: A Large-Scale Multimodal Dataset for Toxicity Classification in Spoken Utterances. 5185-5189 - Erik Ekstedt, Gabriel Skantze
Voice Activity Projection: Self-supervised Learning of Turn-taking Events. 5190-5194 - Sravya Popuri, Peng-Jen Chen, Changhan Wang, Juan Pino, Yossi Adi, Jiatao Gu, Wei-Ning Hsu, Ann Lee:
Enhanced Direct Speech-to-Speech Translation Using Self-supervised Pre-training and Data Augmentation. 5195-5199 - Jinmiao Huang, Waseem Gharbieh, Qianhui Wan, Han Suk Shim, Hyun Chul Lee:
QbyE-MLPMixer: Query-by-Example Open-Vocabulary Keyword Spotting using MLPMixer. 5200-5204 - Waseem Gharbieh, Jinmiao Huang, Qianhui Wan, Han Suk Shim, Hyun Chul Lee:
DyConvMixer: Dynamic Convolution Mixer Architecture for Open-Vocabulary Keyword Spotting. 5205-5209 - Chelzy Belitz, John H. L. Hansen:
Challenges in Metadata Creation for Massive Naturalistic Team-Based Audio Data. 5210-5214
Show and Tell IV
- Davis Nicmanis, Askars Salimbajevs:
Spoken Dialogue System for Call Centers with Expressive Speech Synthesis. 5215-5216 - Christoph Draxler, Julian Pomp:
OCTRA - An Innovative Approach to Orthographic Transcription. 5217-5218 - Emelie Van De Vreken, Korin Richmond, Catherine Lai:
Voice Puppetry with FastPitch. 5219-5220 - Debjyoti Paul, Yutong Pang, Szu-Jui Chen, Xuedong Zhang:
Improving Data Driven Inverse Text Normalization using Data Augmentation and Machine Translation. 5221-5222
Phonetics II
- Yizhou Wang, Rikke L. Bundgaard-Nielsen
Native phonotactic interference in L2 vowel processing: Mouse-tracking reveals cognitive conflicts during identification. 5223-5227 - Mingqiong Luo:
Mandarin nasal place assimilation revisited: an acoustic study. 5228-5232 - Constantijn Kaland
Bending the string: intonation contour length as a correlate of macro-rhythm. 5233-5237 - Vincent Hughes
Eliciting and evaluating likelihood ratios for speaker recognition by human listeners under forensically realistic channel-mismatched conditions. 5238-5242 - Bruce Xiao Wang, Vincent Hughes
Reducing uncertainty at the score-to-LR stage in likelihood ratio-based forensic voice comparison using automatic speaker recognition systems. 5243-5247 - Jonathan Him Nok Lee
Durational Patterning at Discourse Boundaries in Relation to Therapist Empathy in Psychotherapy. 5248-5252 - Sudarsana Reddy Kadiri
Convolutional Neural Networks for Classification of Voice Qualities from Speech and Neck Surface Accelerometer Signals. 5253-5257 - Kei Furukawa, Takeshi Kishiyama, Satoshi Nakamura:
Applying Syntax-Prosody Mapping Hypothesis and Prosodic Well-Formedness Constraints to Neural Sequence-to-Sequence Speech Synthesis. 5258-5262 - Yan Li, Ying Chen, Xinya Zhang, Yanyang Chen, Jiazheng Wang:
Effects of Language Contact on Vowel Nasalization in Wenzhou and Rugao Dialects. 5263-5267 - Nathan Joel Young, David Britain, Adrian Leemann:
A blueprint for using deepfakes in sociolinguistic matched-guise experiments. 5268-5272 - Zuoyu Tian, Xiao Dong, Feier Gao, Haining Wang, Chien-Jer Charles Lin:
Mandarin Tone Sandhi Realization: Evidence from Large Speech Corpora. 5273-5277 - Giang Le, Chilin Shih, Yan Tang
A Laryngographic Study on the Voice Quality of Northern Vietnamese Tones under the Lombard Effect. 5278-5282 - Marzena Zygis, Sarah Wesolek, Nina Hosseini-Kivanani, Manfred Krifka:
The Prosody of Cheering in Sport Events. 5283-5287 - Zihan Wang
Contribution of the glottal flow residual in affect-related voice transformation. 5288-5292 - Michael Carne, Yuko Kinoshita, Shunichi Ishihara
High level feature fusion in forensic voice comparison. 5293-5297 - Gasper Begus
Modeling speech recognition and synthesis simultaneously: Encoding and decoding lexical and sublexical semantic information into speech with no direct access to speech data. 5298-5302 - Sun-Ah Jun, Maria Luisa Zubizarreta:
Paraguayan Guarani: Tritonal pitch accent and Accentual Phrase. 5303-5307 - Qingcheng Zeng, Dading Chong, Peilin Zhou, Jie Yang:
Low-resource Accent Classification in Geographically-proximate Settings: A Forensic and Sociophonetics Perspective. 5308-5312
Source Separation III
- Jian Luo, Jianzong Wang
Tiny-Sepformer: A Tiny Time-Domain Transformer Network For Speech Separation. 5313-5317 - Zifeng Zhao, Rongzhi Gu, Dongchao Yang, Jinchuan Tian, Yuexian Zou:
Speaker-Aware Mixture of Mixtures Training for Weakly Supervised Speaker Extraction. 5318-5322 - Shahar Lutati, Eliya Nachmani, Lior Wolf:
SepIt: Approaching a Single Channel Speech Separation Bound. 5323-5327 - Kai Li, Xiaolin Hu, Yi Luo:
On the Use of Deep Mask Estimation Module for Neural Source Separation Systems. 5328-5332 - Zifeng Zhao, Dongchao Yang, Rongzhi Gu, Haoran Zhang, Yuexian Zou:
Target Confusion in End-to-end Speaker Extraction: Analysis and Approaches. 5333-5337 - Xue Yang, Changchun Bao:
Embedding Recurrent Layers with Dual-Path Strategy in a Variant of Convolutional Network for Speaker-Independent Speech Separation. 5338-5342 - Fan-Lin Wang, Hung-Shin Lee, Yu Tsao, Hsin-Min Wang:
Disentangling the Impacts of Language and Channel Variability on Speech Separation Networks. 5343-5347 - Amir Ivry, Israel Cohen, Baruch Berdugo:
Objective Metrics to Evaluate Residual-Echo Suppression During Double-Talk in the Stereophonic Case. 5348-5352 - Joel Rixen, Matthias Renz:
QDPN - Quasi-dual-path Network for single-channel Speech Separation. 5353-5357 - Shun Lu, Yang Wang, Peng Yao, Chenxing Li, Jianchao Tan, Feng Deng, Xiaorui Wang, Chengru Song:
Conformer Space Neural Architecture Search for Multi-Task Audio Separation. 5358-5362 - Okan Köpüklü, Maja Taseska:
ResectNet: An Efficient Architecture for Voice Activity Detection on Mobile Devices. 5363-5367 - Wenjing Liu, Chuan Xie:
Gated Convolutional Fusion for Time-Domain Target Speaker Extraction Network. 5368-5372 - Yang Wang, Chenxing Li, Feng Deng, Shun Lu, Peng Yao, Jianchao Tan, Chengru Song, Xiaorui Wang:
WA-Transformer: Window Attention-based Transformer with Two-stage Strategy for Multi-task Audio Source Separation. 5373-5377 - Changsheng Quan, Xiaofei Li:
Multichannel Speech Separation with Narrow-band Conformer. 5378-5382 - Wangyou Zhang, Zhuo Chen, Naoyuki Kanda, Shujie Liu, Jinyu Li
Separating Long-Form Speech with Group-wise Permutation Invariant Training. 5383-5387 - Rohit Paturi, Sundararajan Srinivasan, Katrin Kirchhoff, Daniel Garcia-Romero:
Directed speech separation for automatic speech recognition of long form conversational speech. 5388-5392 - Srikanth Raj Chetupalli, Emanuël A. P. Habets:
Speech Separation for an Unknown Number of Speakers Using Transformers With Encoder-Decoder Attractors. 5393-5397 - Ryan M. Corey
Cooperative Speech Separation With a Microphone Array and Asynchronous Wearable Devices. 5398-5402 - Kevin Kilgour, Beat Gfeller, Qingqing Huang, Aren Jansen, Scott Wisdom, Marco Tagliasacchi:
Text-Driven Separation of Arbitrary Sounds. 5403-5407 - Rahil Parikh, Gaspar Rochette, Carol Y. Espy-Wilson, Shihab A. Shamma:
An Empirical Analysis on the Vulnerabilities of End-to-End Speech Segregation Models. 5408-5412
Speech Enhancement and Intelligibility
- Andong Li, Guochen Yu, Chengshi Zheng, Xiaodong Li:
TaylorBeamformer: Learning All-Neural Beamformer for Multi-Channel Speech Enhancement from Taylor's Approximation Theory. 5413-5417 - Kazuma Iwamoto, Tsubasa Ochiai, Marc Delcroix, Rintaro Ikeshita, Hiroshi Sato, Shoko Araki, Shigeru Katagiri:
How bad are artifacts?: Analyzing the impact of speech enhancement errors on ASR. 5418-5422 - Jing Zhou, Changchun Bao:
Multi-source wideband DOA estimation method by frequency focusing and error weighting. 5423-5427 - Soha A. Nossier, Julie A. Wall
Convolutional Recurrent Smart Speech Enhancement Architecture for Hearing Aids. 5428-5432 - Weixin Meng, Chengshi Zheng, Xiaodong Li:
Fully Automatic Balance between Directivity Factor and White Noise Gain for Large-scale Microphone Arrays in Diffuse Noise Fields. 5433-5437 - Xiaohai Tian, Kaiqi Fu, Shaojun Gao, Yiwei Gu, Kai Wang, Wei Li, Zejun Ma:
A Transfer and Multi-Task Learning based Approach for MOS Prediction. 5438-5442 - Zhengdong Yang, Wangjin Zhou, Chenhui Chu, Sheng Li
Fusion of Self-supervised Learned Models for MOS Prediction. 5443-5447 - Rong Chao, Cheng Yu, Szu-Wei Fu, Xugang Lu, Yu Tsao:
Perceptual Contrast Stretching on Target Feature for Speech Enhancement. 5448-5452 - Yanzhang Geng, Heng Wang, Tao Zhang, Xin Zhao:
A speech enhancement method for long-range speech acquisition task. 5453-5457 - Yen-Ju Lu, Xuankai Chang, Chenda Li, Wangyou Zhang, Samuele Cornell, Zhaoheng Ni, Yoshiki Masuyama, Brian Yan, Robin Scheibler, Zhong-Qiu Wang, Yu Tsao, Yanmin Qian, Shinji Watanabe
ESPnet-SE++: Speech Enhancement for Robust Speech Recognition, Translation, and Understanding. 5458-5462 - Ryandhimas Edo Zezario
MTI-Net: A Multi-Target Speech Intelligibility Prediction Model. 5463-5467 - Suliang Bu, Yunxin Zhao, Tuo Zhao:
Steering vector correction in MVDR beamformer for speech enhancement. 5468-5472 - Juliana N. Saba, John H. L. Hansen:
Speech Modification for Intelligibility in Cochlear Implant Listeners: Individual Effects of Vowel- and Consonant-Boosting. 5473-5477 - Jigang Ren, Qirong Mao:
DCTCN: Deep Complex Temporal Convolutional Network for Long Time Speech Enhancement. 5478-5482 - Ding Zhao, Zhan Zhang, Bin Yu, Yuehai Wang:
Improve Speech Enhancement using Perception-High-Related Time-Frequency Loss. 5483-5487
Speech Synthesis: Speaking Style, Emotion and Accents II
- Raul Fernandez, David Haws, Guy Lorberbom, Slava Shechtman, Alexander Sorin:
Transplantation of Conversational Speaking Style with Interjections in Sequence-to-Sequence Speech Synthesis. 5488-5492 - Rui Liu, Berrak Sisman, Björn W. Schuller, Guanglai Gao, Haizhou Li:
Accurate Emotion Strength Assessment for Seen and Unseen Speech Based on Data-Driven Deep Learning. 5493-5497 - Tao Li, Xinsheng Wang, Qicong Xie, Zhichao Wang, Mingqi Jiang, Lei Xie:
Cross-speaker Emotion Transfer Based On Prosody Compensation for End-to-End Speech Synthesis. 5498-5502 - Yihan Wu, Xi Wang, Shaofei Zhang, Lei He, Ruihua Song, Jian-Yun Nie
Self-supervised Context-aware Style Representation for Expressive Speech Synthesis. 5503-5507 - Zhaoci Liu, Ning-Qian Wu, Yajie Zhang, Zhenhua Ling:
Integrating Discrete Word-Level Style Variations into Non-Autoregressive Acoustic Models for Speech Synthesis. 5508-5512 - Ziqian Dai, Jianwei Yu, Yan Wang, Nuo Chen, Yanyao Bian, Guangzhi Li, Deng Cai, Dong Yu:
Automatic Prosody Annotation with Pre-Trained Text-Speech Model. 5513-5517 - Yixuan Zhou, Changhe Song, Jingbei Li, Zhiyong Wu, Yanyao Bian, Dan Su, Helen Meng:
Enhancing Word-Level Semantic Representation via Dependency Structure for Expressive Text-to-Speech Synthesis. 5518-5522 - Shun Lei, Yixuan Zhou, Liyang Chen, Jiankun Hu, Zhiyong Wu, Shiyin Kang, Helen Meng:
Towards Multi-Scale Speaking Style Modelling with Hierarchical Context Information for Mandarin Speech Synthesis. 5523-5527 - Xiang Li, Changhe Song, Xianhao Wei, Zhiyong Wu, Jia Jia, Helen Meng:
Towards Cross-speaker Reading Style Transfer on Audiobook Dataset. 5528-5532 - Yi Meng, Xiang Li, Zhiyong Wu, Tingtian Li
CALM: Constrastive Cross-modal Speaking Style Modeling for Expressive Text-to-Speech Synthesis. 5533-5537 - Jiaxu He, Cheng Gong, Longbiao Wang, Di Jin, Xiaobao Wang, Junhai Xu, Jianwu Dang:
Improve emotional speech synthesis quality by learning explicit and implicit representations with semi-supervised training. 5538-5542
Show & Tell IV(VR)
- Tuan-Duy H. Nguyen, Duy Phung, Duy Tran-Cong Nguyen, Hieu Minh Tran, Manh Luong, Tin Duy Vo, Hung Hai Bui, Dinh Q. Phung, Dat Quoc Nguyen:
A Vietnamese-English Neural Machine Translation System. 5543-5544
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