| 2024 | ICASSP | Improving Speed/Accuracy Tradeoff for Online Streaming ASR via Real-Valued and Trainable Strides. | Dario Albesano, Nicola Ferri, Felix Weninger, Puming Zhan |
| 2022 | Interspeech | Conformer with dual-mode chunked attention for joint online and offline ASR. | Felix Weninger, Marco Gaudesi, Md. Akmal Haidar, Nicola Ferri, Jess Andrs-Ferrer, Puming Zhan |
| 2021 | ASRU | ChannelAugment: Improving Generalization of Multi-Channel ASR by Training with Input Channel Randomization. | Marco Gaudesi, Felix Weninger, Dushyant Sharma, Puming Zhan |
| 2021 | ASRU | Dual-Encoder Architecture with Encoder Selection for Joint Close-Talk and Far-Talk Speech Recognition. | Felix Weninger, Marco Gaudesi, Ralf Leibold, Roberto Gemello, Puming Zhan |
| 2020 | ICMI | Dyadic Speech-based Affect Recognition using DAMI-P2C Parent-child Multimodal Interaction Dataset. | Huili Chen, Yue Zhang, Felix Weninger, Rosalind W. Picard, Cynthia Breazeal, Hae Won Park |
| 2020 | Interspeech | Semi-Supervised Learning with Data Augmentation for End-to-End ASR. | Felix Weninger, Franco Mana, Roberto Gemello, Jess Andrs-Ferrer, Puming Zhan |
| 2019 | ASRU | Online Batch Normalization Adaptation for Automatic Speech Recognition. | Franco Mana, Felix Weninger, Roberto Gemello, Puming Zhan |
| 2019 | Interspeech | Listen, Attend, Spell and Adapt: Speaker Adapted Sequence-to-Sequence ASR. | Felix Weninger, Jess Andrs-Ferrer, Xinwei Li, Puming Zhan |
| 2019 | Interspeech | Deep Learning Based Mandarin Accent Identification for Accent Robust ASR. | Felix Weninger, Yang Sun, Junho Park, Daniel Willett, Puming Zhan |
| 2017 | ICASSP | Multi-task deep neural network with shared hidden layers: Breaking down the wall between emotion representations. | Yue Zhang, Yifan Liu, Felix Weninger, Bjrn W. Schuller |
| 2017 | IJCNN | Towards intoxicated speech recognition. | Zixing Zhang, Felix Weninger, Martin Wllmer, Jing Han, Bjrn W. Schuller |
| 2017 | Interspeech | Cross-Domain Classification of Drowsiness in Speech: The Case of Alcohol Intoxication and Sleep Deprivation. | Yue Zhang, Felix Weninger, Bjrn W. Schuller |
| 2016 | ICMI | Language proficiency assessment of English L2 speakers based on joint analysis of prosody and native language. | Yue Zhang, Felix Weninger, Anton Batliner, Florian Hnig, Bjrn W. Schuller |
| 2016 | IJCAI | Discriminatively Trained Recurrent Neural Networks for Continuous Dimensional Emotion Recognition from Audio. | Felix Weninger, Fabien Ringeval, Erik Marchi, Bjrn W. Schuller |
| 2016 | Interspeech | Sincerity and Deception in Speech: Two Sides of the Same Coin? A Transfer- and Multi-Task Learning Perspective. | Yue Zhang, Felix Weninger, Zhao Ren, Bjrn W. Schuller |
| 2015 | ICASSP | Deep NMF for speech separation. | Jonathan Le Roux, John R. Hershey, Felix Weninger |
| 2015 | IJCNN | Non-linear prediction with LSTM recurrent neural networks for acoustic novelty detection. | Erik Marchi, Fabio Vesperini, Felix Weninger, Florian Eyben, Stefano Squartini, Bjrn W. Schuller |
| 2015 | Interspeech | The INTERSPEECH 2015 computational paralinguistics challenge: nativeness, parkinson's & eating condition. | Bjrn W. Schuller, Stefan Steidl, Anton Batliner, Simone Hantke, Florian Hnig, Juan Rafael Orozco-Arroyave, Elmar Nth, Yue Zhang, Felix Weninger |
| 2014 | ICASSP | Single-channel speech separation with memory-enhanced recurrent neural networks. | Felix Weninger, Florian Eyben, Bjrn W. Schuller |
| 2014 | ICASSP | On-line continuous-time music mood regression with deep recurrent neural networks. | Felix Weninger, Florian Eyben, Bjrn W. Schuller |
| 2014 | ICASSP | Deep recurrent de-noising auto-encoder and blind de-reverberation for reverberated speech recognition. | Felix Weninger, Shinji Watanabe, Yuuki Tachioka, Bjrn W. Schuller |
| 2014 | Interspeech | Robust speech recognition using long short-term memory recurrent neural networks for hybrid acoustic modelling. | Jrgen T. Geiger, Zixing Zhang, Felix Weninger, Bjrn W. Schuller, Gerhard Rigoll |
| 2014 | Interspeech | Discriminative NMF and its application to single-channel source separation. | Felix Weninger, Jonathan Le Roux, John R. Hershey, Shinji Watanabe |
| 2013 | ICASSP | Real-life voice activity detection with LSTM Recurrent Neural Networks and an application to Hollywood movies. | Florian Eyben, Felix Weninger, Stefano Squartini, Bjrn W. Schuller |
| 2013 | ICASSP | Integrating noise estimation and factorization-based speech separation: A novel hybrid approach. | Cyril Joder, Felix Weninger, David Virette, Bjrn W. Schuller |
| 2013 | ICASSP | A comparative study on sparsity penalties for NMF-based speech separation: Beyond LP-norms. | Cyril Joder, Felix Weninger, David Virette, Bjrn W. Schuller |
| 2013 | ICASSP | A discriminative approach to polyphonic piano note transcription using supervised non-negative matrix factorization. | Felix Weninger, Christian Kirst, Bjrn W. Schuller, Hans-Joachim Bungartz |
| 2013 | ICASSP | Speaker trait characterization in web videos: Uniting speech, language, and facial features. | Felix Weninger, Claudia Wagner, Martin Wllmer, Bjrn W. Schuller, Louis-Philippe Morency |
| 2013 | ICASSP | Feature enhancement by bidirectional LSTM networks for conversational speech recognition in highly non-stationary noise. | Martin Wllmer, Zixing Zhang, Felix Weninger, Bjrn W. Schuller, Gerhard Rigoll |
| 2013 | ICMI | The acoustics of eye contact: detecting visual attention from conversational audio cues. | Florian Eyben, Felix Weninger, Lucas Paletta, Bjrn W. Schuller |
| 2013 | Interspeech | Affect recognition in real-life acoustic conditions - a new perspective on feature selection. | Florian Eyben, Felix Weninger, Bjrn W. Schuller |
| 2013 | Interspeech | The INTERSPEECH 2013 computational paralinguistics challenge: social signals, conflict, emotion, autism. | Bjrn 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 |
| 2012 | ICASSP | Automatic recognition of emotion evoked by general sound events. | Bjrn W. Schuller, Simone Hantke, Felix Weninger, Wenjing Han, Zixing Zhang, Shrikanth S. Narayanan |
| 2012 | ICASSP | Robust feature extraction for automatic recognition of vibrato singing in recorded polyphonic music. | Felix Weninger, Noam Amir, Ofer Amir, Irit Ronen, Florian Eyben, Bjrn W. Schuller |
| 2012 | ICASSP | Supervised and semi-supervised suppression of background music in monaural speech recordings. | Felix Weninger, Jordi Feliu, Bjrn W. Schuller |
| 2012 | ICASSP | Non-negative matrix factorization for highly noise-robust ASR: To enhance or to recognize? | Felix Weninger, Martin Wllmer, Jrgen T. Geiger, Bjrn W. Schuller, Jort F. Gemmeke, Antti Hurmalainen, Tuomas Virtanen, Gerhard Rigoll |
| 2012 | Interspeech | The INTERSPEECH 2012 Speaker Trait Challenge. | Bjrn W. Schuller, Stefan Steidl, Anton Batliner, Elmar Nth, Alessandro Vinciarelli, Felix Burkhardt, Rob van Son, Felix Weninger, Florian Eyben, Tobias Bocklet, Gelareh Mohammadi, Benjamin Weiss |
| 2012 | Interspeech | Improving Recognition of Speaker States and Traits by Cumulative Evidence: Intoxication, Sleepiness, Age and Gender. | Felix Weninger, Erik Marchi, Bjrn W. Schuller |
| 2012 | Interspeech | Discrimination of Linguistic and Non-Linguistic Vocalizations in Spontaneous Speech: Intra- and Inter-Corpus Perspectives. | Felix Weninger, Bjrn W. Schuller |
| 2012 | Interspeech | Combining Bottleneck-BLSTM and Semi-Supervised Sparse NMF for Recognition of Conversational Speech in Highly Instationary Noise. | Felix Weninger, Martin Wllmer, Bjrn W. Schuller |
| 2011 | ASRU | Unsupervised learning in cross-corpus acoustic emotion recognition. | Zixing Zhang, Felix Weninger, Martin Wllmer, Bjrn W. Schuller |
| 2011 | ICASSP | Combining monaural source separation with Long Short-Term Memory for increased robustness in vocalist gender recognition. | Felix Weninger, Jean-Louis Durrieu, Florian Eyben, Gal Richard, Bjrn W. Schuller |
| 2011 | ICASSP | OpenBliSSART: Design and evaluation of a research toolkit for Blind Source Separation in Audio Recognition Tasks. | Felix Weninger, Alexander Lehmann, Bjrn W. Schuller |
| 2011 | ICASSP | Audio recognition in the wild: Static and dynamic classification on a real-world database of animal vocalizations. | Felix Weninger, Bjrn W. Schuller |
| 2011 | ICASSP | Localization of non-linguistic events in spontaneous speech by Non-Negative Matrix Factorization and Long Short-Term Memory. | Felix Weninger, Bjrn W. Schuller, Martin Wllmer, Gerhard Rigoll |
| 2011 | Interspeech | "Would You Buy a Car from Me?" - On the Likability of Telephone Voices. | Felix Burkhardt, Bjrn W. Schuller, Benjamin Weiss, Felix Weninger |
| 2011 | Interspeech | Using Multiple Databases for Training in Emotion Recognition: To Unite or to Vote? | Bjrn W. Schuller, Zixing Zhang, Felix Weninger, Gerhard Rigoll |
| 2011 | Interspeech | Acoustic-Linguistic Recognition of Interest in Speech with Bottleneck-BLSTM Nets. | Martin Wllmer, Felix Weninger, Florian Eyben, Bjrn W. Schuller |
| 2011 | Interspeech | Speech-Based Non-Prototypical Affect Recognition for Child-Robot Interaction in Reverberated Environments. | Martin Wllmer, Felix Weninger, Stefan Steidl, Anton Batliner, Bjrn W. Schuller |
| 2010 | ICASSP | Discrimination of speech and non-linguistic vocalizations by Non-Negative Matrix Factorization. | Bjrn W. Schuller, Felix Weninger |
| 2010 | ICASSP | Non-negative matrix factorization as noise-robust feature extractor for speech recognition. | Bjrn W. Schuller, Felix Weninger, Martin Wllmer, Yang Sun, Gerhard Rigoll |