| 2017 | IJCNN | Towards intoxicated speech recognition. | Zixing Zhang, Felix Weninger, Martin Wllmer, Jing Han, Bjrn W. Schuller |
| 2015 | ACII | Context-sensitive learning for enhanced audiovisual emotion classification (Extended abstract). | Angeliki Metallinou, Athanasios Katsamanis, Martin Wllmer, Florian Eyben, Bjrn W. Schuller, Shrikanth S. Narayanan |
| 2015 | ACII | Building autonomous sensitive artificial listeners (Extended abstract). | Marc Schrder, Elisabetta Bevacqua, Roddy Cowie, Florian Eyben, Hatice Gunes, Dirk Heylen, Mark ter Maat, Gary McKeown, Sathish Pammi, Maja Pantic, Catherine Pelachaud, Bjrn W. Schuller, Etienne de Sevin, Michel F. Valstar, Martin Wllmer |
| 2015 | ACII | Cross-corpus acoustic emotion recognition: Variances and strategies (Extended abstract). | Bjrn W. Schuller, Bogdan Vlasenko, Florian Eyben, Martin Wllmer, Andr Stuhlsatz, Andreas Wendemuth, Gerhard Rigoll |
| 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 | Probabilistic asr feature extraction applying context-sensitive connectionist temporal classification networks. | Martin Wllmer, Bjrn W. Schuller, Gerhard Rigoll |
| 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 |
| 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 | ICASSP | Analyzing the memory of BLSTM Neural Networks for enhanced emotion classification in dyadic spoken interactions. | Martin Wllmer, Angeliki Metallinou, Nassos Katsamanis, Bjrn W. Schuller, Shrikanth S. Narayanan |
| 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 |
| 2012 | Interspeech | Temporal and Situational Context Modeling for Improved Dominance Recognition in Meetings. | Martin Wllmer, Florian Eyben, Bjrn W. Schuller, Gerhard Rigoll |
| 2012 | ISNN | Dominance Detection in a Reverberated Acoustic Scenario. | Emanuele Principi, Rudy Rotili, Martin Wllmer, Stefano Squartini, Bjrn W. Schuller |
| 2011 | ASRU | A novel bottleneck-BLSTM front-end for feature-level context modeling in conversational speech recognition. | Martin Wllmer, Bjrn W. Schuller, Gerhard Rigoll |
| 2011 | ASRU | Unsupervised learning in cross-corpus acoustic emotion recognition. | Zixing Zhang, Felix Weninger, Martin Wllmer, 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 | ICASSP | A multi-stream ASR framework for BLSTM modeling of conversational speech. | Martin Wllmer, Florian Eyben, Bjrn W. Schuller, Gerhard Rigoll |
| 2011 | Interspeech | Feature Frame Stacking in RNN-Based Tandem ASR Systems - Learned vs. Predefined Context. | Martin Wllmer, Bjrn W. Schuller, 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 |
| 2011 | ISNN | Robust Multi-stream Keyword and Non-linguistic Vocalization Detection for Computationally Intelligent Virtual Agents. | Martin Wllmer, Erik Marchi, Stefano Squartini, Bjrn W. Schuller |
| 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 |
| 2010 | ICASSP | Spoken term detection with Connectionist Temporal Classification: A novel hybrid CTC-DBN decoder. | Martin Wllmer, Florian Eyben, Bjrn W. Schuller, Gerhard Rigoll |
| 2010 | Interspeech | Recognition of spontaneous conversational speech using long short-term memory phoneme predictions. | Martin Wllmer, Florian Eyben, Bjrn W. Schuller, Gerhard Rigoll |
| 2010 | Interspeech | Context-sensitive multimodal emotion recognition from speech and facial expression using bidirectional LSTM modeling. | Martin Wllmer, Angeliki Metallinou, Florian Eyben, Bjrn W. Schuller, Shrikanth S. Narayanan |
| 2010 | Interspeech | Long short-term memory networks for noise robust speech recognition. | Martin Wllmer, Yang Sun, Florian Eyben, Bjrn W. Schuller |
| 2009 | ACII | OpenEAR - Introducing the munich open-source emotion and affect recognition toolkit. | Florian Eyben, Martin Wllmer, Bjrn W. Schuller |
| 2009 | ACII | A demonstration of audiovisual sensitive artificial listeners. | Marc Schrder, Elisabetta Bevacqua, Florian Eyben, Hatice Gunes, Dirk Heylen, Mark ter Maat, Sathish Pammi, Maja Pantic, Catherine Pelachaud, Bjrn W. Schuller, Etienne de Sevin, Michel F. Valstar, Martin Wllmer |
| 2009 | ASRU | From speech to letters - using a novel neural network architecture for grapheme based ASR. | Florian Eyben, Martin Wllmer, Bjrn W. Schuller, Alex Graves |
| 2009 | ASRU | Robust vocabulary independent keyword spotting with graphical models. | Martin Wllmer, Florian Eyben, Bjrn W. Schuller, Gerhard Rigoll |
| 2009 | ICASSP | Robust discriminative keyword spotting for emotionally colored spontaneous speech using bidirectional LSTM networks. | Martin Wllmer, Florian Eyben, Joseph Keshet, Alex Graves, Bjrn W. Schuller, Gerhard Rigoll |
| 2009 | Interspeech | Data-driven clustering in emotional space for affect recognition using discriminatively trained LSTM networks. | Martin Wllmer, Florian Eyben, Bjrn W. Schuller, Ellen Douglas-Cowie, Roddy Cowie |
| 2009 | Interspeech | Robust in-car spelling recognition - a tandem BLSTM-HMM approach. | Martin Wllmer, Florian Eyben, Bjrn W. Schuller, Yang Sun, Tobias Moosmayr, Nhu Nguyen-Thien |
| 2008 | Interspeech | Speech recognition in noisy environments using a switching linear dynamic model for feature enhancement. | Bjrn W. Schuller, Martin Wllmer, Tobias Moosmayr, Gerhard Rigoll |
| 2008 | Interspeech | Abandoning emotion classes - towards continuous emotion recognition with modelling of long-range dependencies. | Martin Wllmer, Florian Eyben, Stephan Reiter, Bjrn W. Schuller, Cate Cox, Ellen Douglas-Cowie, Roddy Cowie |