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Zixing Zhang 0001
Person information
- affiliation: Hunan University, College of Computer Science and Electronic Engineering, Changsha, China
- affiliation (2017 - 2019): Imperial College London, Department of Computing, UK
- affiliation (2015 - 2017): University of Passau, Faculty of Computer Science and Mathematics, Germany
- affiliation (PhD 2015): TU Munich, Institute for Human-Machine Communication, Germany
Other persons with the same name
- Zixing Zhang 0002 — Beijing University of Posts and Telecommunications, Key Laboratory of Intelligent Telecommunications software and Multimedia, China
- Zixing Zhang 0003 — East China Normal University, Department of Computer Science and Technology, Shanghai, China
- Zixing Zhang 0004 — Fordham University, Department of Computer and Information Science, New York, NY, USA
- Zixing Zhang 0005 — Huawei Technologies Research & Development (UK) Ltd
- Zixing Zhang 0006 — Baidu Inc, Beijing China
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2020 – today
- 2024
- [j44]Song Wang
, Huan Zhao
Individual mapping and asymmetric dual supervision for discrete cross-modal hashing. Expert Syst. Appl. 247: 123333 (2024) - [j43]Jiwei Liu
An Angle-Oriented Approach to Transferring Speech to Gesture for Highly Anthropomorphized Embodied Conversational Agents. Int. J. Comput. Intell. Appl. 23(2): 2450006:1-2450006:22 (2024) - [j42]Haijiao Chen
Discriminative Feature Learning-Based Federated Lightweight Distillation Against Multiple Attacks. IEEE Internet Things J. 11(10): 17663-17677 (2024) - [j41]Haijiao Chen
Gradient-Level Differential Privacy Against Attribute Inference Attack for Speech Emotion Recognition. IEEE Signal Process. Lett. 31: 3124-3128 (2024) - [j40]Zixing Zhang
Refashioning Emotion Recognition Modeling: The Advent of Generalized Large Models. IEEE Trans. Comput. Soc. Syst. 11(5): 6690-6704 (2024) - [c65]Huan Zhao, Xupeng Zha, Zixing Zhang:
EmoTransKG: An Innovative Emotion Knowledge Graph to Reveal Emotion Transformation. ACL (Findings) 2024: 12098-12110 - [c64]Zixing Zhang, Tao Pang, Jing Han, Björn W. Schuller:
Intelligent Cardiac Auscultation for Murmur Detection via Parallel-Attentive Models with Uncertainty Estimation. ICASSP 2024: 861-865 - [c63]Yingxue Gao, Huan Zhao, Zixing Zhang:
Adaptive Speech Emotion Representation Learning Based On Dynamic Graph. ICASSP 2024: 1116-11120 - [c62]Xupeng Zha, Huan Zhao, Zixing Zhang:
Esihgnn: Event-State Interactions Infused Heterogeneous Graph Neural Network for Conversational Emotion Recognition. ICASSP 2024: 11136-11140 - [c61]Zhongren Dong
HAFFormer: A Hierarchical Attention-Free Framework for Alzheimer's Disease Detection From Spontaneous Speech. ICASSP 2024: 11246-11250 - [c60]Liyizhe Peng, Zixing Zhang, Tao Pang, Jing Han, Huan Zhao, Hao Chen, Björn W. Schuller:
Customising General Large Language Models for Specialised Emotion Recognition Tasks. ICASSP 2024: 11326-11330 - [c59]Zixing Zhang
Open Vocabulary Emotion Prediction Based on Large Multimodal Models. MRAC@MM 2024: 99-103 - [c58]Guanghui Ye, Huan Zhao, Zixing Zhang, Xupeng Zha, Zhihua Jiang:
LSTDial: Enhancing Dialogue Generation via Long- and Short-Term Measurement Feedback. NAACL-HLT 2024: 5857-5871 - [i17]Yi Chang, Zhao Ren, Zixing Zhang, Xin Jing, Kun Qian, Xi Shao, Bin Hu, Tanja Schultz, Björn W. Schuller:
STAA-Net: A Sparse and Transferable Adversarial Attack for Speech Emotion Recognition. CoRR abs/2402.01227 (2024) - [i16]Zhongren Dong, Zixing Zhang, Weixiang Xu, Jing Han, Jianjun Ou, Björn W. Schuller:
HAFFormer: A Hierarchical Attention-Free Framework for Alzheimer's Disease Detection From Spontaneous Speech. CoRR abs/2405.03952 (2024) - [i15]Zixing Zhang, Tao Pang, Jing Han, Björn W. Schuller:
Intelligent Cardiac Auscultation for Murmur Detection via Parallel-Attentive Models with Uncertainty Estimation. CoRR abs/2405.03953 (2024) - [i14]Yingxue Gao, Huan Zhao, Zixing Zhang:
Adaptive Speech Emotion Representation Learning Based On Dynamic Graph. CoRR abs/2405.03956 (2024) - [i13]Xupeng Zha, Huan Zhao, Zixing Zhang:
ESIHGNN: Event-State Interactions Infused Heterogeneous Graph Neural Network for Conversational Emotion Recognition. CoRR abs/2405.03960 (2024) - [i12]Yuanchao Li, Zixing Zhang, Jing Han, Peter Bell, Catherine Lai:
Semi-Supervised Cognitive State Classification from Speech with Multi-View Pseudo-Labeling. CoRR abs/2409.16937 (2024) - 2023
- [j39]Huan Zhao
ACG-EmoCluster: A Novel Framework to Capture Spatial and Temporal Information from Emotional Speech Enhanced by DeepCluster. Sensors 23(10): 4777 (2023) - [j38]Bo Li, Huan Zhao
Diversifying Emotional Dialogue Generation via Selective Adversarial Training. Sensors 23(13): 5904 (2023) - [c57]Xinzhou Xu, Jun Deng, Zixing Zhang, Zhen Yang, Björn W. Schuller:
Zero-Shot Speech Emotion Recognition Using Generative Learning with Reconstructed Prototypes. ICASSP 2023: 1-5 - [c56]Huan Zhao, Haijiao Chen
Privacy-Enhanced Federated Learning Against Attribute Inference Attack for Speech Emotion Recognition. ICASSP 2023: 1-5 - [c55]Yingxue Gao
GCFormer: A Graph Convolutional Transformer for Speech Emotion Recognition. ICMI 2023: 307-313 - [c54]Huan Zhao, Bo Li, Zixing Zhang:
Speaker-aware Cross-modal Fusion Architecture for Conversational Emotion Recognition. INTERSPEECH 2023: 2718-2722 - [c53]Huan Zhao, Yujiang Wang, Tingting Li, Song Wang, Lixuan Li, Xupeng Zha, Zixing Zhang:
Frequency Domain Feature Learning with Wavelet Transform for Image Translation. PRICAI (3) 2023: 345-357 - [i11]Zixing Zhang, Liyizhe Peng, Tao Pang, Jing Han, Huan Zhao, Björn W. Schuller:
Refashioning Emotion Recognition Modelling: The Advent of Generalised Large Models. CoRR abs/2308.11578 (2023) - [i10]Liyizhe Peng, Zixing Zhang, Tao Pang, Jing Han, Huan Zhao, Hao Chen, Björn W. Schuller:
Customising General Large Language Models for Specialised Emotion Recognition Tasks. CoRR abs/2310.14225 (2023) - 2022
- [j37]Xinzhou Xu
Rethinking Auditory Affective Descriptors Through Zero-Shot Emotion Recognition in Speech. IEEE Trans. Comput. Soc. Syst. 9(5): 1530-1541 (2022) - [j36]Xinzhou Xu
Exploring Zero-Shot Emotion Recognition in Speech Using Semantic-Embedding Prototypes. IEEE Trans. Multim. 24: 2752-2765 (2022) - [c52]Ziping Zhao, Zhen Gong, Mingyue Niu, Jiali Ma, Haishuai Wang, Zixing Zhang, Ya Li:
Automatic Respiratory Sound Classification Via Multi-Branch Temporal Convolutional Network. ICASSP 2022: 9102-9106 - [c51]Huan Zhao, Yiqing Wang, Bo Li, Song Wang, Zixing Zhang, Xupeng Zha:
Deliberation Selector for Knowledge-Grounded Conversation Generation. PRICAI (3) 2022: 226-239 - [i9]Meishu Song, Zijiang Yang, Andreas Triantafyllopoulos, Xin Jing, Vincent Karas, Jiangjian Xie, Zixing Zhang, Yoshiharu Yamamoto, Björn W. Schuller:
Dynamic Restrained Uncertainty Weighting Loss for Multitask Learning of Vocal Expression. CoRR abs/2206.11049 (2022) - 2021
- [j35]Jing Han
Exploring Perception Uncertainty for Emotion Recognition in Dyadic Conversation and Music Listening. Cogn. Comput. 13(2): 231-240 (2021) - [j34]Zixing Zhang, Ding Liu, Jing Han, Kun Qian, Björn W. Schuller
Learning audio sequence representations for acoustic event classification. Expert Syst. Appl. 178: 115007 (2021) - [j33]Jing Han
Internet of emotional people: Towards continual affective computing cross cultures via audiovisual signals. Future Gener. Comput. Syst. 114: 294-306 (2021) - [j32]Kun Qian
Computer Audition for Fighting the SARS-CoV-2 Corona Crisis - Introducing the Multitask Speech Corpus for COVID-19. IEEE Internet Things J. 8(21): 16035-16046 (2021) - [j31]Ziping Zhao
Combining a parallel 2D CNN with a self-attention Dilated Residual Network for CTC-based discrete speech emotion recognition. Neural Networks 141: 52-60 (2021) - [j30]Kun Qian
Artificial Intelligence Internet of Things for the Elderly: From Assisted Living to Health-Care Monitoring. IEEE Signal Process. Mag. 38(4): 78-88 (2021) - [j29]Jing Han, Zixing Zhang, Cecilia Mascolo, Elisabeth André
Deep Learning for Mobile Mental Health: Challenges and recent advances. IEEE Signal Process. Mag. 38(6): 96-105 (2021) - [j28]Jing Han
EmoBed: Strengthening Monomodal Emotion Recognition via Training with Crossmodal Emotion Embeddings. IEEE Trans. Affect. Comput. 12(3): 553-564 (2021) - [j27]Kun Qian
Can Machine Learning Assist Locating the Excitation of Snore Sound? A Review. IEEE J. Biomed. Health Informatics 25(4): 1233-1246 (2021) - [j26]Ziping Zhao, Zhongtian Bao, Zixing Zhang, Nicholas Cummins
Self-attention transfer networks for speech emotion recognition. Virtual Real. Intell. Hardw. 3(1): 43-54 (2021) - [c50]Xinzhou Xu, Jun Deng, Zixing Zhang, Chen Wu, Björn W. Schuller:
Identifying surgical-mask speech using deep neural networks on low-level aggregation. SAC 2021: 580-585 - 2020
- [j25]Huan Zhao
Robust Semisupervised Generative Adversarial Networks for Speech Emotion Recognition via Distribution Smoothness. IEEE Access 8: 106889-106900 (2020) - [j24]Ziping Zhao
Automatic Assessment of Depression From Speech via a Hierarchical Attention Transfer Network and Attention Autoencoders. IEEE J. Sel. Top. Signal Process. 14(2): 423-434 (2020) - [j23]Jun Deng
Exploiting time-frequency patterns with LSTM-RNNs for low-bitrate audio restoration. Neural Comput. Appl. 32(4): 1095-1107 (2020) - [j22]Zixing Zhang
Guest Editorial Special Issue on Adversarial Learning in Computational Intelligence. IEEE Trans. Emerg. Top. Comput. Intell. 4(4): 414-416 (2020) - [j21]Zixing Zhang
Snore-GANs: Improving Automatic Snore Sound Classification With Synthesized Data. IEEE J. Biomed. Health Informatics 24(1): 300-310 (2020) - [c49]Ziping Zhao, Zhongtian Bao, Zixing Zhang, Nicholas Cummins
Hierarchical Attention Transfer Networks for Depression Assessment from Speech. ICASSP 2020: 7159-7163 - [c48]Zhao Ren, Alice Baird, Jing Han, Zixing Zhang, Björn W. Schuller:
Generating and Protecting Against Adversarial Attacks for Deep Speech-Based Emotion Recognition Models. ICASSP 2020: 7184-7188 - [c47]Jing Han, Kun Qian
An Early Study on Intelligent Analysis of Speech Under COVID-19: Severity, Sleep Quality, Fatigue, and Anxiety. INTERSPEECH 2020: 4946-4950 - [i8]Jing Han, Kun Qian, Meishu Song, Zijiang Yang, Zhao Ren, Shuo Liu, Juan Liu, Huaiyuan Zheng, Wei Ji, Tomoya Koike, Xiao Li, Zixing Zhang, Yoshiharu Yamamoto, Björn W. Schuller:
An Early Study on Intelligent Analysis of Speech under COVID-19: Severity, Sleep Quality, Fatigue, and Anxiety. CoRR abs/2005.00096 (2020)
2010 – 2019
- 2019
- [j20]Ziping Zhao
Exploring Deep Spectrum Representations via Attention-Based Recurrent and Convolutional Neural Networks for Speech Emotion Recognition. IEEE Access 7: 97515-97525 (2019) - [j19]Jing Han, Zixing Zhang, Björn W. Schuller
Adversarial Training in Affective Computing and Sentiment Analysis: Recent Advances and Perspectives [Review Article]. IEEE Comput. Intell. Mag. 14(2): 68-81 (2019) - [j18]Zixing Zhang
Dynamic Difficulty Awareness Training for Continuous Emotion Prediction. IEEE Trans. Multim. 21(5): 1289-1301 (2019) - [c46]Meishu Song, Zijiang Yang, Alice Baird, Emilia Parada-Cabaleiro, Zixing Zhang, Ziping Zhao, Björn W. Schuller
Audiovisual Analysis for Recognising Frustration during Game-Play: Introducing the Multimodal Game Frustration Database. ACII 2019: 517-523 - [c45]Kun Qian
Teaching Machines to Know Your Depressive State: On Physical Activity in Health and Major Depressive Disorder. EMBC 2019: 3592-3595 - [c44]Jing Han, Zixing Zhang, Zhao Ren, Björn W. Schuller
Implicit Fusion by Joint Audiovisual Training for Emotion Recognition in Mono Modality. ICASSP 2019: 5861-5865 - [c43]Huan Zhao, Yufeng Xiao, Jing Han, Zixing Zhang:
Compact Convolutional Recurrent Neural Networks via Binarization for Speech Emotion Recognition. ICASSP 2019: 6690-6694 - [c42]Zixing Zhang, Bingwen Wu, Björn W. Schuller
Attention-augmented End-to-end Multi-task Learning for Emotion Prediction from Speech. ICASSP 2019: 6705-6709 - [c41]Najla Al Futaisi
VCMNet: Weakly Supervised Learning for Automatic Infant Vocalisation Maturity Analysis. ICMI 2019: 205-209 - [c40]Ziping Zhao, Zhongtian Bao, Zixing Zhang, Nicholas Cummins
Attention-Enhanced Connectionist Temporal Classification for Discrete Speech Emotion Recognition. INTERSPEECH 2019: 206-210 - [c39]Xinzhou Xu, Jun Deng, Nicholas Cummins
Autonomous Emotion Learning in Speech: A View of Zero-Shot Speech Emotion Recognition. INTERSPEECH 2019: 949-953 - [c38]Kun Qian
Automatic Detection of Major Depressive Disorder via a Bag-of-Behaviour-Words Approach. ISICDM 2019: 71-75 - [i7]Zixing Zhang, Jing Han, Kun Qian, Christoph Janott, Yanan Guo, Björn W. Schuller:
Snore-GANs: Improving Automatic Snore Sound Classification with Synthesized Data. CoRR abs/1903.12422 (2019) - [i6]Zixing Zhang, Bingwen Wu, Björn W. Schuller:
Attention-Augmented End-to-End Multi-Task Learning for Emotion Prediction from Speech. CoRR abs/1903.12424 (2019) - [i5]Jing Han, Zixing Zhang, Zhao Ren, Björn W. Schuller:
EmoBed: Strengthening Monomodal Emotion Recognition via Training with Crossmodal Emotion Embeddings. CoRR abs/1907.10428 (2019) - 2018
- [j17]Zixing Zhang, Jing Han, Jun Deng, Xinzhou Xu, Fabien Ringeval, Björn W. Schuller
Leveraging Unlabeled Data for Emotion Recognition With Enhanced Collaborative Semi-Supervised Learning. IEEE Access 6: 22196-22209 (2018) - [j16]Christoph Janott, Maximilian Schmitt, Yue Zhang, Kun Qian
Snoring classified: The Munich-Passau Snore Sound Corpus. Comput. Biol. Medicine 94: 106-118 (2018) - [j15]Zhao Ren, Kun Qian
Deep Scalogram Representations for Acoustic Scene Classification. IEEE CAA J. Autom. Sinica 5(3): 662-669 (2018) - [j14]Jun Deng, Xinzhou Xu, Zixing Zhang, Sascha Frühholz
Semisupervised Autoencoders for Speech Emotion Recognition. IEEE ACM Trans. Audio Speech Lang. Process. 26(1): 31-43 (2018) - [j13]Zixing Zhang
Deep Learning for Environmentally Robust Speech Recognition: An Overview of Recent Developments. ACM Trans. Intell. Syst. Technol. 9(5): 49:1-49:28 (2018) - [c37]Jing Han, Zixing Zhang, Zhao Ren, Fabien Ringeval, Björn W. Schuller
Towards Conditional Adversarial Training for Predicting Emotions from Speech. ICASSP 2018: 6822-6826 - [c36]Ya'nan Guo, Jing Han, Zixing Zhang, Björn W. Schuller, Yide Ma:
Exploring A New Method for Food Likability Rating Based on DT-CWT Theory. ICMI 2018: 569-573 - [c35]Zixing Zhang, Jing Han, Kun Qian
Evolving Learning for Analysing Mood-Related Infant Vocalisation. INTERSPEECH 2018: 142-146 - [c34]Ziping Zhao, Yu Zheng, Zixing Zhang, Haishuai Wang, Yiqin Zhao, Chao Li:
Exploring Spatio-Temporal Representations by Integrating Attention-based Bidirectional-LSTM-RNNs and FCNs for Speech Emotion Recognition. INTERSPEECH 2018: 272-276 - [c33]Zixing Zhang, Alejandrina Cristià, Anne S. Warlaumont, Björn W. Schuller
Automated Classification of Children's Linguistic versus Non-Linguistic Vocalisations. INTERSPEECH 2018: 2588-2592 - [c32]Jing Han, Zixing Zhang, Maximilian Schmitt, Zhao Ren, Fabien Ringeval, Björn W. Schuller
Bags in Bag: Generating Context-Aware Bags for Tracking Emotions from Speech. INTERSPEECH 2018: 3082-3086 - [i4]Jing Han, Zixing Zhang, Nicholas Cummins, Björn W. Schuller:
Adversarial Training in Affective Computing and Sentiment Analysis: Recent Advances and Perspectives. CoRR abs/1809.08927 (2018) - [i3]Zixing Zhang, Jing Han, Eduardo Coutinho
Dynamic Difficulty Awareness Training for Continuous Emotion Prediction. CoRR abs/1810.05507 (2018) - 2017
- [j12]Jun Deng
Recognizing Emotions From Whispered Speech Based on Acoustic Feature Transfer Learning. IEEE Access 5: 5235-5246 (2017) - [j11]Jing Han, Zixing Zhang, Nicholas Cummins
Strength modelling for real-worldautomatic continuous affect recognition from audiovisual signals. Image Vis. Comput. 65: 76-86 (2017) - [j10]Jun Deng, Xinzhou Xu, Zixing Zhang, Sascha Frühholz
Universum Autoencoder-Based Domain Adaptation for Speech Emotion Recognition. IEEE Signal Process. Lett. 24(4): 500-504 (2017) - [j9]Zixing Zhang, Nicholas Cummins
Advanced Data Exploitation in Speech Analysis: An overview. IEEE Signal Process. Mag. 34(4): 107-129 (2017) - [j8]Xinzhou Xu, Jun Deng, Nicholas Cummins
A Two-Dimensional Framework of Multiple Kernel Subspace Learning for Recognizing Emotion in Speech. IEEE ACM Trans. Audio Speech Lang. Process. 25(7): 1436-1449 (2017) - [j7]Kun Qian
Classification of the Excitation Location of Snore Sounds in the Upper Airway by Acoustic Multifeature Analysis. IEEE Trans. Biomed. Eng. 64(8): 1731-1741 (2017) - [c31]Kun Qian, Zhao Ren, Vedhas Pandit, Zijiang Yang, Zixing Zhang, Björn W. Schuller:
Wavelets Revisited for the Classification of Acoustic Scenes. DCASE 2017: 108-112 - [c30]Zhao Ren, Vedhas Pandit, Kun Qian, Zijiang Yang, Zixing Zhang, Björn W. Schuller:
Deep Sequential Image Features on Acoustic Scene Classification. DCASE 2017: 113-117 - [c29]Jing Han, Zixing Zhang, Fabien Ringeval, Björn W. Schuller
Reconstruction-error-based learning for continuous emotion recognition in speech. ICASSP 2017: 2367-2371 - [c28]Jing Han, Zixing Zhang, Fabien Ringeval, Björn W. Schuller
Prediction-based learning for continuous emotion recognition in speech. ICASSP 2017: 5005-5009 - [c27]Zixing Zhang, Felix Weninger, Martin Wöllmer, Jing Han, Björn W. Schuller
Towards intoxicated speech recognition. IJCNN 2017: 1555-1559 - [c26]Simone Hantke, Zixing Zhang, Björn W. Schuller
Towards Intelligent Crowdsourcing for Audio Data Annotation: Integrating Active Learning in the Real World. INTERSPEECH 2017: 3951-3955 - [c25]Jing Han, Zixing Zhang, Maximilian Schmitt, Maja Pantic, Björn W. Schuller
From Hard to Soft: Towards more Human-like Emotion Recognition by Modelling the Perception Uncertainty. ACM Multimedia 2017: 890-897 - [i2]Zixing Zhang, Jürgen T. Geiger, Jouni Pohjalainen, Amr El-Desoky Mousa, Björn W. Schuller:
Deep Learning for Environmentally Robust Speech Recognition: An Overview of Recent Developments. CoRR abs/1705.10874 (2017) - [i1]Zixing Zhang, Ding Liu, Jing Han, Björn W. Schuller:
Learning Audio Sequence Representations for Acoustic Event Classification. CoRR abs/1707.08729 (2017) - 2016
- [j6]Jun Deng
Exploitation of Phase-Based Features for Whispered Speech Emotion Recognition. IEEE Access 4: 4299-4309 (2016) - [c24]Jun Deng, Nicholas Cummins, Jing Han, Xinzhou Xu, Zhao Ren, Vedhas Pandit
The University of Passau Open Emotion Recognition System for the Multimodal Emotion Challenge. CCPR (2) 2016: 652-666 - [c23]Kun Qian
Wavelet features for classification of vote snore sounds. ICASSP 2016: 221-225 - [c22]Zixing Zhang, Fabien Ringeval, Bin Dong, Eduardo Coutinho
Enhanced semi-supervised learning for multimodal emotion recognition. ICASSP 2016: 5185-5189 - [c21]Xinzhou Xu, Jun Deng, Maryna Gavryukova, Zixing Zhang, Li Zhao, Björn W. Schuller
Multiscale kernel locally penalised discriminant analysis exemplified by emotion recognition in speech. ICMI 2016: 233-237 - [c20]Zixing Zhang, Fabien Ringeval, Jing Han, Jun Deng, Erik Marchi, Björn W. Schuller
Facing Realism in Spontaneous Emotion Recognition from Speech: Feature Enhancement by Autoencoder with LSTM Neural Networks. INTERSPEECH 2016: 3593-3597 - [c19]Jun Deng, Xinzhou Xu, Zixing Zhang, Sascha Frühholz, Didier Grandjean
Fisher Kernels on Phase-Based Features for Speech Emotion Recognition. IWSDS 2016: 195-203 - [c18]Jouni Pohjalainen, Fabien Ringeval, Zixing Zhang, Björn W. Schuller
Spectral and Cepstral Audio Noise Reduction Techniques in Speech Emotion Recognition. ACM Multimedia 2016: 670-674 - 2015
- [b1]Zixing Zhang:
Semi-Autonomous Data Enrichment and Optimisation for Intelligent Speech Analysis. Technical University Munich, Verlag Dr. Hut 2015 - [j5]Zixing Zhang, Eduardo Coutinho
Cooperative Learning and its Application to Emotion Recognition from Speech. IEEE ACM Trans. Audio Speech Lang. Process. 23(1): 115-126 (2015) - [c17]Yue Zhang, Eduardo Coutinho
On rater reliability and agreement based dynamic active learning. ACII 2015: 70-76 - [c16]Kun Qian
Bird sounds classification by large scale acoustic features and extreme learning machine. GlobalSIP 2015: 1317-1321 - [c15]Yue Zhang, Eduardo Coutinho
Dynamic Active Learning Based on Agreement and Applied to Emotion Recognition in Spoken Interactions. ICMI 2015: 275-278 - 2014
- [j4]Jun Deng, Zixing Zhang, Florian Eyben, Björn W. Schuller
Autoencoder-based Unsupervised Domain Adaptation for Speech Emotion Recognition. IEEE Signal Process. Lett. 21(9): 1068-1072 (2014) - [j3]Zixing Zhang, Eduardo Coutinho
Distributing Recognition in Computational Paralinguistics. IEEE Trans. Affect. Comput. 5(4): 406-417 (2014) - [j2]Zixing Zhang, Joel Pinto, Christian Plahl, Björn W. Schuller
Channel mapping using bidirectional long short-term memory for dereverberation in hands-free voice controlled devices. IEEE Trans. Consumer Electron. 60(3): 525-533 (2014) - [c14]Jun Deng, Rui Xia, Zixing Zhang, Yang Liu, Björn W. Schuller
Introducing shared-hidden-layer autoencoders for transfer learning and their application in acoustic emotion recognition. ICASSP 2014: 4818-4822 - [c13]Jun Deng, Zixing Zhang, Björn W. Schuller
Linked Source and Target Domain Subspace Feature Transfer Learning - Exemplified by Speech Emotion Recognition. ICPR 2014: 761-766 - [c12]Jürgen T. Geiger, Zixing Zhang, Felix Weninger, Björn W. Schuller, Gerhard Rigoll:
Robust speech recognition using long short-term memory recurrent neural networks for hybrid acoustic modelling. INTERSPEECH 2014: 631-635 - 2013
- [c11]Jun Deng, Zixing Zhang, Erik Marchi, Björn W. Schuller
Sparse Autoencoder-Based Feature Transfer Learning for Speech Emotion Recognition. ACII 2013: 511-516 - [c10]Martin Wöllmer, Zixing Zhang, Felix Weninger, Björn W. Schuller
Feature enhancement by bidirectional LSTM networks for conversational speech recognition in highly non-stationary noise. ICASSP 2013: 6822-6826 - [c9]Zixing Zhang, Jun Deng, Björn W. Schuller
Co-training succeeds in Computational Paralinguistics. ICASSP 2013: 8505-8509 - [c8]Zixing Zhang, Jun Deng, Erik Marchi, Björn W. Schuller:
Active learning by label uncertainty for acoustic emotion recognition. INTERSPEECH 2013: 2856-2860 - 2012
- [j1]Björn W. Schuller
Synthesized speech for model training in cross-corpus recognition of human emotion. Int. J. Speech Technol. 15(3): 313-323 (2012) - [c7]Zixing Zhang, Felix Weninger, Björn W. Schuller:
Towards Automatic Intoxication Detection from Speech in Real-Life Acoustic Environments. ITG Conference on Speech Communication 2012: 1-4 - [c6]Zixing Zhang, Björn W. Schuller
Semi-supervised learning helps in sound event classification. ICASSP 2012: 333-336 - [c5]Björn W. Schuller
Automatic recognition of emotion evoked by general sound events. ICASSP 2012: 341-344 - [c4]Zixing Zhang, Björn W. Schuller:
Active Learning by Sparse Instance Tracking and Classifier Confidence in Acoustic Emotion Recognition. INTERSPEECH 2012: 362-365 - [c3]Wenjing Han, Zixing Zhang, Jun Deng, Martin Wöllmer, Felix Weninger, Björn W. Schuller
Towards distributed recognition of emotion from speech. ISCCSP 2012: 1-4 - 2011
- [c2]Zixing Zhang, Felix Weninger, Martin Wöllmer, Björn W. Schuller
Unsupervised learning in cross-corpus acoustic emotion recognition. ASRU 2011: 523-528 - [c1]Björn W. Schuller, Zixing Zhang, Felix Weninger, Gerhard Rigoll:
Using Multiple Databases for Training in Emotion Recognition: To Unite or to Vote? INTERSPEECH 2011: 1553-1556
Coauthor Index
[j40] [c64] [c61] [c60] [i17] [i16] [i15] [c57] [i11] [i10] [j37] [j36] [i9] [j35] [j34] [j33] [j32] [j31] [j30] [j29] [j28] [j27] [j26] [c50] [j24] [j23] [j22] [j21] [c49] [c48] [c47] [i8] [j20] [j19] [j18] [c46] [c45] [c44] [c42] [c41] [c40] [c39] [c38] [i7] [i6] [i5] [j17] [j16] [j15] [j14] [j13] [c37] [c36] [c35] [c33] [c32] [i4] [i3] [j12] [j11] [j10] [j9] [j8] [j7] [c31] [c30] [c29] [c28] [c27] [c26] [c25] [i2] [i1] [j6] [c24] [c23] [c22] [c21] [c20] [c19] [c18] [j5] [c17] [c16] [c15] [j4] [j3] [j2] [c14] [c13] [c12] [c11] [c10] [c9] [c8] [j1] [c7] [c6] [c5] [c4] [c3] [c2] [c1]
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last updated on 2024-12-23 19:31 CET by the dblp team
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