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Felix Weninger
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2020 – today
- 2024
- [c71]Dario Albesano, Nicola Ferri, Felix Weninger, Puming Zhan:
Improving Speed/Accuracy Tradeoff for Online Streaming ASR via Real-Valued and Trainable Strides. ICASSP 2024: 11716-11720 - 2022
- [j19]Yue Zhang
, Felix Weninger, Björn W. Schuller
Holistic Affect Recognition Using PaNDA: Paralinguistic Non-Metric Dimensional Analysis. IEEE Trans. Affect. Comput. 13(2): 769-780 (2022) - [c70]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. INTERSPEECH 2022: 2053-2057 - 2021
- [c69]Felix Weninger, Marco Gaudesi, Ralf Leibold, Roberto Gemello, Puming Zhan:
Dual-Encoder Architecture with Encoder Selection for Joint Close-Talk and Far-Talk Speech Recognition. ASRU 2021: 534-540 - [c68]Marco Gaudesi, Felix Weninger, Dushyant Sharma, Puming Zhan:
ChannelAugment: Improving Generalization of Multi-Channel ASR by Training with Input Channel Randomization. ASRU 2021: 824-829 - [i8]Felix Weninger, Marco Gaudesi, Ralf Leibold, Roberto Gemello, Puming Zhan:
Dual-Encoder Architecture with Encoder Selection for Joint Close-Talk and Far-Talk Speech Recognition. CoRR abs/2109.08744 (2021) - [i7]Marco Gaudesi, Felix Weninger, Dushyant Sharma, Puming Zhan:
ChannelAugment: Improving generalization of multi-channel ASR by training with input channel randomization. CoRR abs/2109.11225 (2021) - 2020
- [j18]Yue Zhang
A Generic Human-Machine Annotation Framework Based on Dynamic Cooperative Learning. IEEE Trans. Cybern. 50(3): 1230-1239 (2020) - [c67]Huili Chen, Yue Zhang, Felix Weninger, Rosalind W. Picard, Cynthia Breazeal, Hae Won Park:
Dyadic Speech-based Affect Recognition using DAMI-P2C Parent-child Multimodal Interaction Dataset. ICMI 2020: 97-106 - [c66]Felix Weninger, Franco Mana, Roberto Gemello, Jesús Andrés-Ferrer, Puming Zhan:
Semi-Supervised Learning with Data Augmentation for End-to-End ASR. INTERSPEECH 2020: 2802-2806 - [i6]Felix Weninger, Franco Mana, Roberto Gemello, Jesús Andrés-Ferrer, Puming Zhan:
Semi-Supervised Learning with Data Augmentation for End-to-End ASR. CoRR abs/2007.13876 (2020) - [i5]Felix Weninger, Yue Zhang, Rosalind W. Picard:
openXDATA: A Tool for Multi-Target Data Generation and Missing Label Completion. CoRR abs/2007.13889 (2020) - [i4]Huili Chen, Yue Zhang, Felix Weninger, Rosalind W. Picard, Cynthia Breazeal, Hae Won Park:
Dyadic Speech-based Affect Recognition using DAMI-P2C Parent-child Multimodal Interaction Dataset. CoRR abs/2008.09207 (2020)
2010 – 2019
- 2019
- [j17]Björn W. Schuller
Affective and behavioural computing: Lessons learnt from the First Computational Paralinguistics Challenge. Comput. Speech Lang. 53: 156-180 (2019) - [c65]Franco Mana, Felix Weninger, Roberto Gemello, Puming Zhan:
Online Batch Normalization Adaptation for Automatic Speech Recognition. ASRU 2019: 875-880 - [c64]Felix Weninger, Yang Sun, Junho Park, Daniel Willett, Puming Zhan:
Deep Learning Based Mandarin Accent Identification for Accent Robust ASR. INTERSPEECH 2019: 510-514 - [c63]Felix Weninger, Jesús Andrés-Ferrer, Xinwei Li, Puming Zhan:
Listen, Attend, Spell and Adapt: Speaker Adapted Sequence-to-Sequence ASR. INTERSPEECH 2019: 3805-3809 - [i3]Felix Weninger, Jesús Andrés-Ferrer, Xinwei Li, Puming Zhan:
Listen, Attend, Spell and Adapt: Speaker Adapted Sequence-to-Sequence ASR. CoRR abs/1907.04916 (2019) - 2018
- [j16]Björn W. Schuller
Three recent trends in Paralinguistics on the way to omniscient machine intelligence. J. Multimodal User Interfaces 12(4): 273-283 (2018) - 2017
- [c62]Yue Zhang, Yifan Liu, Felix Weninger, Björn W. Schuller
Multi-task deep neural network with shared hidden layers: Breaking down the wall between emotion representations. ICASSP 2017: 4990-4994 - [c61]Zixing Zhang, Felix Weninger, Martin Wöllmer, Jing Han, Björn W. Schuller
Towards intoxicated speech recognition. IJCNN 2017: 1555-1559 - [c60]Yue Zhang, Felix Weninger, Björn W. Schuller
Cross-Domain Classification of Drowsiness in Speech: The Case of Alcohol Intoxication and Sleep Deprivation. INTERSPEECH 2017: 3152-3156 - [c59]Yue Zhang, Felix Weninger, Boqing Liu, Maximilian Schmitt, Florian Eyben, Björn W. Schuller
A Paralinguistic Approach To Speaker Diarisation: Using Age, Gender, Voice Likability and Personality Traits. ACM Multimedia 2017: 387-392 - 2016
- [j15]Florian Groß
Route and Stopping Intent Prediction at Intersections From Car Fleet Data. IEEE Trans. Intell. Veh. 1(2): 177-186 (2016) - [c58]Yue Zhang, Felix Weninger, Anton Batliner, Florian Hönig, Björn W. Schuller
Language proficiency assessment of English L2 speakers based on joint analysis of prosody and native language. ICMI 2016: 274-278 - [c57]Felix Weninger, Fabien Ringeval, Erik Marchi, Björn W. Schuller:
Discriminatively Trained Recurrent Neural Networks for Continuous Dimensional Emotion Recognition from Audio. IJCAI 2016: 2196-2202 - [c56]Yue Zhang, Felix Weninger, Zhao Ren, Björn W. Schuller
Sincerity and Deception in Speech: Two Sides of the Same Coin? A Transfer- and Multi-Task Learning Perspective. INTERSPEECH 2016: 2041-2045 - 2015
- [b1]Felix Weninger:
Intelligent Single-Channel Methods for Multi-Source Audio Analysis. Technical University Munich, Germany, Verlag Dr. Hut 2015, ISBN 978-3-8439-2314-9, pp. 1-207 - [j14]Björn W. Schuller
A Survey on perceived speaker traits: Personality, likability, pathology, and the first challenge. Comput. Speech Lang. 29(1): 100-131 (2015) - [j13]Felix Weninger, Johannes Bergmann, Björn W. Schuller:
Introducing CURRENNT: the munich open-source CUDA recurrent neural network toolkit. J. Mach. Learn. Res. 16: 547-551 (2015) - [c55]Felix Weninger, Hakan Erdogan, Shinji Watanabe
Speech Enhancement with LSTM Recurrent Neural Networks and its Application to Noise-Robust ASR. LVA/ICA 2015: 91-99 - [c54]Jonathan Le Roux, John R. Hershey, Felix Weninger:
Deep NMF for speech separation. ICASSP 2015: 66-70 - [c53]Erik Marchi, Fabio Vesperini, Felix Weninger, Florian Eyben, Stefano Squartini
Non-linear prediction with LSTM recurrent neural networks for acoustic novelty detection. IJCNN 2015: 1-7 - [c52]Björn W. Schuller, Stefan Steidl, Anton Batliner, Simone Hantke, Florian Hönig, Juan Rafael Orozco-Arroyave, Elmar Nöth, Yue Zhang, Felix Weninger:
The INTERSPEECH 2015 computational paralinguistics challenge: nativeness, parkinson's & eating condition. INTERSPEECH 2015: 478-482 - 2014
- [j12]Björn W. Schuller
Medium-term speaker states - A review on intoxication, sleepiness and the first challenge. Comput. Speech Lang. 28(2): 346-374 (2014) - [j11]Felix Weninger, Jürgen T. Geiger, Martin Wöllmer, Björn W. Schuller
Feature enhancement by deep LSTM networks for ASR in reverberant multisource environments. Comput. Speech Lang. 28(4): 888-902 (2014) - [j10]Jürgen T. Geiger, Felix Weninger, Jort F. Gemmeke, Martin Wöllmer, Björn W. Schuller
Memory-Enhanced Neural Networks and NMF for Robust ASR. IEEE ACM Trans. Audio Speech Lang. Process. 22(6): 1037-1046 (2014) - [c51]Felix Weninger, John R. Hershey, Jonathan Le Roux, Björn W. Schuller
Discriminatively trained recurrent neural networks for single-channel speech separation. GlobalSIP 2014: 577-581 - [c50]Felix Weninger, Florian Eyben, Björn W. Schuller
Single-channel speech separation with memory-enhanced recurrent neural networks. ICASSP 2014: 3709-3713 - [c49]Felix Weninger, Shinji Watanabe
Deep recurrent de-noising auto-encoder and blind de-reverberation for reverberated speech recognition. ICASSP 2014: 4623-4627 - [c48]Felix Weninger, Florian Eyben, Björn W. Schuller
On-line continuous-time music mood regression with deep recurrent neural networks. ICASSP 2014: 5412-5416 - [c47]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 - [c46]Felix Weninger, Jonathan Le Roux, John R. Hershey, Shinji Watanabe:
Discriminative NMF and its application to single-channel source separation. INTERSPEECH 2014: 865-869 - [c45]Eduardo Coutinho, Felix Weninger, Björn W. Schuller, Klaus R. Scherer:
The Munich LSTM-RNN Approach to the MediaEval 2014 "Emotion in Music'" Task. MediaEval 2014 - [c44]Mohammad Soleymani, Anna Aljanaki, Yi-Hsuan Yang, Michael N. Caro, Florian Eyben, Konstantin Markov, Björn W. Schuller, Remco C. Veltkamp, Felix Weninger, Frans Wiering:
Emotional Analysis of Music: A Comparison of Methods. ACM Multimedia 2014: 1161-1164 - [c43]Christian Kirst, Felix Weninger, Cyril Joder, Peter Grosche, Jürgen T. Geiger, Björn W. Schuller:
On-Line NMF-Based Stereo Up-Mixing of Speech Improves Perceived Reduction of Non-Stationary Noise. Semantic Audio 2014 - [i2]John R. Hershey, Jonathan Le Roux, Felix Weninger:
Deep Unfolding: Model-Based Inspiration of Novel Deep Architectures. CoRR abs/1409.2574 (2014) - [i1]Felix Weninger, Björn W. Schuller, Florian Eyben, Martin Wöllmer, Gerhard Rigoll:
A Broadcast News Corpus for Evaluation and Tuning of German LVCSR Systems. CoRR abs/1412.4616 (2014) - 2013
- [j9]Martin Wöllmer, Felix Weninger, Jürgen T. Geiger, Björn W. Schuller
Noise robust ASR in reverberated multisource environments applying convolutive NMF and Long Short-Term Memory. Comput. Speech Lang. 27(3): 780-797 (2013) - [j8]Martin Wöllmer, Felix Weninger, Tobias Knaup, Björn W. Schuller
YouTube Movie Reviews: Sentiment Analysis in an Audio-Visual Context. IEEE Intell. Syst. 28(3): 46-53 (2013) - [j7]Felix Weninger, Pascal Staudt, Björn W. Schuller
Words that Fascinate the Listener: Predicting Affective Ratings of On-Line Lectures. Int. J. Distance Educ. Technol. 11(2): 110-123 (2013) - [j6]Björn W. Schuller
Serious Gaming for Behavior Change: The State of Play. IEEE Pervasive Comput. 12(3): 48-55 (2013) - [c42]Felix Weninger, Christian Kirst, Björn W. Schuller
A discriminative approach to polyphonic piano note transcription using supervised non-negative matrix factorization. ICASSP 2013: 6-10 - [c41]Cyril Joder, Felix Weninger, David Virette, Björn W. Schuller
Integrating noise estimation and factorization-based speech separation: A novel hybrid approach. ICASSP 2013: 131-135 - [c40]Florian Eyben, Felix Weninger, Stefano Squartini
Real-life voice activity detection with LSTM Recurrent Neural Networks and an application to Hollywood movies. ICASSP 2013: 483-487 - [c39]Cyril Joder, Felix Weninger, David Virette, Björn W. Schuller
A comparative study on sparsity penalties for NMF-based speech separation: Beyond LP-norms. ICASSP 2013: 858-862 - [c38]Felix Weninger, Claudia Wagner, Martin Wöllmer, Björn W. Schuller
Speaker trait characterization in web videos: Uniting speech, language, and facial features. ICASSP 2013: 3647-3651 - [c37]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 - [c36]Florian Eyben, Felix Weninger, Lucas Paletta
The acoustics of eye contact: detecting visual attention from conversational audio cues. GazeIn@ICMI 2013: 7-12 - [c35]Aldona Rosner, Felix Weninger, Björn W. Schuller
Influence of Low-Level Features Extracted from Rhythmic and Harmonic Sections on Music Genre Classification. ICMMI 2013: 467-473 - [c34]Björn W. Schuller, Stefan Steidl, Anton Batliner, Alessandro Vinciarelli, Klaus R. Scherer, Fabien Ringeval, Mohamed Chetouani, Felix Weninger, Florian Eyben, Erik Marchi, Marcello Mortillaro, Hugues Salamin, Anna Polychroniou, Fabio Valente, Samuel Kim:
The INTERSPEECH 2013 computational paralinguistics challenge: social signals, conflict, emotion, autism. INTERSPEECH 2013: 148-152 - [c33]Florian Eyben, Felix Weninger, Björn W. Schuller:
Affect recognition in real-life acoustic conditions - a new perspective on feature selection. INTERSPEECH 2013: 2044-2048 - [c32]Felix Weninger, Florian Eyben, Björn W. Schuller:
The TUM Approach to the MediaEval Music Emotion Task Using Generic Affective Audio Features. MediaEval 2013 - [c31]Florian Eyben, Felix Weninger, Florian Groß
Recent developments in openSMILE, the munich open-source multimedia feature extractor. ACM Multimedia 2013: 835-838 - [c30]Florian Eyben, Felix Weninger, Erik Marchi, Björn W. Schuller
Likability of human voices: A feature analysis and a neural network regression approach to automatic likability estimation. WIAMIS 2013: 1-4 - 2012
- [j5]Björn W. Schuller
Synthesized speech for model training in cross-corpus recognition of human emotion. Int. J. Speech Technol. 15(3): 313-323 (2012) - [j4]Felix Weninger, Jarek Krajewski, Anton Batliner, Björn W. Schuller
The Voice of Leadership: Models and Performances of Automatic Analysis in Online Speeches. IEEE Trans. Affect. Comput. 3(4): 496-508 (2012) - [j3]Felix Weninger, Björn W. Schuller
Optimization and Parallelization of Monaural Source Separation Algorithms in the openBliSSART Toolkit. J. Signal Process. Syst. 69(3): 267-277 (2012) - [c29]Felix Weninger, Martin Wöllmer, Björn W. Schuller:
Sparse, Hierarchical and Semi-Supervised Base Learning for Monaural Enhancement of Conversational Speech. ITG Conference on Speech Communication 2012: 1-4 - [c28]Martin Wöllmer, Moritz Kaiser, Florian Eyben, Felix Weninger, Björn W. Schuller, Gerhard Rigoll:
Fully Automatic Audiovisual Emotion Recognition: Voice, Words, and the Face. ITG Conference on Speech Communication 2012: 1-4 - [c27]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 - [c26]Cyril Joder, Felix Weninger, Florian Eyben, David Virette, Björn W. Schuller
Real-Time Speech Separation by Semi-supervised Nonnegative Matrix Factorization. LVA/ICA 2012: 322-329 - [c25]Felix Weninger, Jordi Feliu, Björn W. Schuller
Supervised and semi-supervised suppression of background music in monaural speech recordings. ICASSP 2012: 61-64 - [c24]Felix Weninger, Noam Amir
Robust feature extraction for automatic recognition of vibrato singing in recorded polyphonic music. ICASSP 2012: 85-88 - [c23]Björn W. Schuller
Automatic recognition of emotion evoked by general sound events. ICASSP 2012: 341-344 - [c22]Felix Weninger, Martin Wöllmer, Jürgen T. Geiger, Björn W. Schuller
Non-negative matrix factorization for highly noise-robust ASR: To enhance or to recognize? ICASSP 2012: 4681-4684 - [c21]Felix Weninger, Björn W. Schuller:
Discrimination of Linguistic and Non-Linguistic Vocalizations in Spontaneous Speech: Intra- and Inter-Corpus Perspectives. INTERSPEECH 2012: 102-105 - [c20]Björn W. Schuller, Stefan Steidl, Anton Batliner, Elmar Nöth, Alessandro Vinciarelli, Felix Burkhardt, Rob van Son, Felix Weninger, Florian Eyben, Tobias Bocklet, Gelareh Mohammadi, Benjamin Weiss:
The INTERSPEECH 2012 Speaker Trait Challenge. INTERSPEECH 2012: 254-257 - [c19]Felix Weninger, Martin Wöllmer, Björn W. Schuller:
Combining Bottleneck-BLSTM and Semi-Supervised Sparse NMF for Recognition of Conversational Speech in Highly Instationary Noise. INTERSPEECH 2012: 302-305 - [c18]Felix Weninger, Erik Marchi, Björn W. Schuller:
Improving Recognition of Speaker States and Traits by Cumulative Evidence: Intoxication, Sleepiness, Age and Gender. INTERSPEECH 2012: 1159-1162 - [c17]Wenjing Han, Zixing Zhang, Jun Deng, Martin Wöllmer, Felix Weninger, Björn W. Schuller
Towards distributed recognition of emotion from speech. ISCCSP 2012: 1-4 - [c16]Florian Eyben, Felix Weninger, Nicolas H. Lehment, Gerhard Rigoll, Björn W. Schuller:
Violent Scenes Detection with Large, Brute-forced Acoustic and Visual Feature Sets. MediaEval 2012 - [p1]Felix Weninger, Björn W. Schuller, Cynthia C. S. Liem, Frank Kurth, Alan Hanjalic:
Music Information Retrieval: An Inspirational Guide to Transfer from Related Disciplines. Multimodal Music Processing 2012: 195-216 - 2011
- [j2]Felix Weninger, Björn W. Schuller
Recognition of Nonprototypical Emotions in Reverberated and Noisy Speech by Nonnegative Matrix Factorization. EURASIP J. Adv. Signal Process. 2011 (2011) - [j1]Martin Wöllmer, Felix Weninger, Florian Eyben, Björn W. Schuller
Computational Assessment of Interest in Speech - Facing the Real-Life Challenge. Künstliche Intell. 25(3): 225-234 (2011) - [c15]Zixing Zhang, Felix Weninger, Martin Wöllmer, Björn W. Schuller
Unsupervised learning in cross-corpus acoustic emotion recognition. ASRU 2011: 523-528 - [c14]Björn W. Schuller
Ten Recent Trends in Computational Paralinguistics. COST 2102 Training School 2011: 35-49 - [c13]Felix Weninger, Björn W. Schuller
Audio recognition in the wild: Static and dynamic classification on a real-world database of animal vocalizations. ICASSP 2011: 337-340 - [c12]Felix Weninger, Alexander Lehmann, Björn W. Schuller
OpenBliSSART: Design and evaluation of a research toolkit for Blind Source Separation in Audio Recognition Tasks. ICASSP 2011: 1625-1628 - [c11]Felix Weninger, Jean-Louis Durrieu, Florian Eyben, Gaël Richard, Björn W. Schuller
Combining monaural source separation with Long Short-Term Memory for increased robustness in vocalist gender recognition. ICASSP 2011: 2196-2199 - [c10]Felix Weninger, Björn W. Schuller
Localization of non-linguistic events in spontaneous speech by Non-Negative Matrix Factorization and Long Short-Term Memory. ICASSP 2011: 5840-5843 - [c9]Martin Wöllmer, Felix Weninger, Florian Eyben, Björn W. Schuller:
Acoustic-Linguistic Recognition of Interest in Speech with Bottleneck-BLSTM Nets. INTERSPEECH 2011: 77-80 - [c8]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 - [c7]Felix Burkhardt, Björn W. Schuller, Benjamin Weiss, Felix Weninger:
"Would You Buy a Car from Me?" - On the Likability of Telephone Voices. INTERSPEECH 2011: 1557-1560 - [c6]Martin Wöllmer, Felix Weninger, Stefan Steidl, Anton Batliner, Björn W. Schuller:
Speech-Based Non-Prototypical Affect Recognition for Child-Robot Interaction in Reverberated Environments. INTERSPEECH 2011: 3113-3104 - [c5]Felix Weninger, Martin Wöllmer, Björn W. Schuller:
Automatic Assessment of Singer Traits in Popular Music: Gender, Age, Height and Race. ISMIR 2011: 37-42 - [c4]Björn W. Schuller, Felix Weninger, Johannes Dorfner:
Multi-Modal Non-Prototypical Music Mood Analysis in Continuous Space: Reliability and Performances. ISMIR 2011: 759-764 - 2010
- [c3]Björn W. Schuller
Non-negative matrix factorization as noise-robust feature extractor for speech recognition. ICASSP 2010: 4562-4565 - [c2]Björn W. Schuller
Discrimination of speech and non-linguistic vocalizations by Non-Negative Matrix Factorization. ICASSP 2010: 5054-5057 - [c1]Björn W. Schuller, Christoph Kozielski, Felix Weninger, Florian Eyben, Gerhard Rigoll:
Vocalist Gender Recognition in Recorded Popular Music. ISMIR 2010: 613-618
Coauthor Index
[j19] [j18] [j17] [j16] [c62] [c61] [c60] [c59] [j15] [c58] [c57] [c56] [j14] [j13] [c55] [c53] [c52] [j12] [j11] [j10] [c51] [c50] [c49] [c48] [c47] [c45] [c44] [c43] [i1] [j9] [j8] [j7] [j6] [c42] [c41] [c40] [c39] [c38] [c37] [c36] [c35] [c34] [c33] [c32] [c31] [c30] [j5] [j4] [j3] [c29] [c28] [c27] [c26] [c25] [c24] [c23] [c22] [c21] [c20] [c19] [c18] [c17] [c16] [p1] [j2] [j1] [c15] [c14] [c13] [c12] [c11] [c10] [c9] [c8] [c7] [c6] [c5] [c4] [c3] [c2] [c1]
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