Switching Linear Dynamic Models for Noise Robust In-Car Speech Recognition. - Björn W. Schuller; Martin Wöllmer; Tobias Moosmayr; Günther Ruske; Gerhard Rigoll (DAGM-Symposium, 2008)

Speech recognition in noisy environments using a switching linear dynamic model for feature enhancement. - Björn W. Schuller; Martin Wöllmer; Tobias Moosmayr; Gerhard Rigoll (INTERSPEECH, 2008)

Abandoning emotion classes - towards continuous emotion recognition with modelling of long-range dependencies. - Martin Wöllmer; Florian Eyben; Stephan Reiter; Björn W. Schuller; Cate Cox; Ellen Douglas-Cowie; Roddy Cowie (INTERSPEECH, 2008)

OpenEAR - Introducing the munich open-source emotion and affect recognition toolkit. - Florian Eyben; Martin Wöllmer; Björn W. Schuller (ACII, 2009)

A demonstration of audiovisual sensitive artificial listeners. - Marc Schröder 001; Elisabetta Bevacqua; Florian Eyben; Hatice Gunes; Dirk Heylen; Mark ter Maat; Sathish Pammi; Maja Pantic; Catherine Pelachaud; Björn W. Schuller; Etienne de Sevin; Michel F. Valstar; et al. (ACII, 2009)

From speech to letters - using a novel neural network architecture for grapheme based ASR. - Florian Eyben; Martin Wöllmer; Björn W. Schuller; Alex Graves (ASRU, 2009)

Robust vocabulary independent keyword spotting with graphical models. - Martin Wöllmer; Florian Eyben; Björn W. Schuller; Gerhard Rigoll (ASRU, 2009)

Robust discriminative keyword spotting for emotionally colored spontaneous speech using bidirectional LSTM networks. - Martin Wöllmer; Florian Eyben; Joseph Keshet; Alex Graves; Björn W. Schuller; Gerhard Rigoll (ICASSP, 2009)

Speech control in surgery: A field analysis and strategies. - Björn W. Schuller; Salman Can; Hubertus Feußner; Martin Wöllmer; Dejan Arsic; Benedikt Hörnler (ICME, 2009)

Data-driven clustering in emotional space for affect recognition using discriminatively trained LSTM networks. - Martin Wöllmer; Florian Eyben; Björn W. Schuller; Ellen Douglas-Cowie; Roddy Cowie (INTERSPEECH, 2009)

Robust in-car spelling recognition - a tandem BLSTM-HMM approach. - Martin Wöllmer; Florian Eyben; Björn W. Schuller; Yang Sun; Tobias Moosmayr; Nhu Nguyen-Thien (INTERSPEECH, 2009)

Improving Keyword Spotting with a Tandem BLSTM-DBN Architecture. - Martin Wöllmer; Florian Eyben; Alex Graves; Björn W. Schuller; Gerhard Rigoll (NOLISP, 2009)

Recognition of Noisy Speech: A Comparative Survey of Robust Model Architecture and Feature Enhancement. - Björn W. Schuller; Martin Wöllmer; Tobias Moosmayr; Gerhard Rigoll (EURASIP J. Audio Speech Music. Process., 2009)

A multidimensional dynamic time warping algorithm for efficient multimodal fusion of asynchronous data streams. - Martin Wöllmer; Marc A. Al-Hames; Florian Eyben; Björn W. Schuller; Gerhard Rigoll (Neurocomputing, 2009)

Being bored? Recognising natural interest by extensive audiovisual integration for real-life application. - Björn W. Schuller; Ronald Müller; Florian Eyben; Jürgen Gast; Benedikt Hörnler; Martin Wöllmer; Gerhard Rigoll; Anja Höthker; Hitoshi Konosu (Image Vis. Comput., 2009)

Switching Linear Dynamic Models for Recognition of Emotionally Colored and Noisy Speech. - Martin Wöllmer; Nikolaj Klebert; Björn W. Schuller (Sprachkommunikation, 2010)

Non-negative matrix factorization as noise-robust feature extractor for speech recognition. - Björn W. Schuller; Felix Weninger; Martin Wöllmer; Yang Sun; Gerhard Rigoll (ICASSP, 2010)

Spoken term detection with Connectionist Temporal Classification: A novel hybrid CTC-DBN decoder. - Martin Wöllmer; Florian Eyben; Björn W. Schuller; Gerhard Rigoll (ICASSP, 2010)

Recognition of spontaneous conversational speech using long short-term memory phoneme predictions. - Martin Wöllmer; Florian Eyben; Björn W. Schuller; Gerhard Rigoll (INTERSPEECH, 2010)

Context-sensitive multimodal emotion recognition from speech and facial expression using bidirectional LSTM modeling. - Martin Wöllmer; Angeliki Metallinou; Florian Eyben; Björn W. Schuller; Shrikanth S. Narayanan (INTERSPEECH, 2010)

Long short-term memory networks for noise robust speech recognition. - Martin Wöllmer; Yang Sun; Florian Eyben; Björn W. Schuller (INTERSPEECH, 2010)

3d gesture recognition applying long short-term memory and contextual knowledge in a CAVE. - Dejan Arsic; Luis Roalter; Martin Wöllmer; Florian Eyben; Björn W. Schuller; Moritz Kaiser; Matthias Kranz; Gerhard Rigoll (MPVA@MM, 2010)

Opensmile: the munich versatile and fast open-source audio feature extractor. - Florian Eyben; Martin Wöllmer; Björn W. Schuller (ACM Multimedia, 2010)

Emotion on the Road - Necessity, Acceptance, and Feasibility of Affective Computing in the Car. - Florian Eyben; Martin Wöllmer; Tony Poitschke; Björn W. Schuller; Christoph Blaschke; Berthold Färber; Nhu Nguyen-Thien (Adv. Hum. Comput. Interact., 2010)

Bidirectional LSTM Networks for Context-Sensitive Keyword Detection in a Cognitive Virtual Agent Framework. - Martin Wöllmer; Florian Eyben; Alex Graves; Björn W. Schuller; Gerhard Rigoll (Cogn. Comput., 2010)

On-line emotion recognition in a 3-D activation-valence-time continuum using acoustic and linguistic cues. - Florian Eyben; Martin Wöllmer; Alex Graves; Björn W. Schuller; Ellen Douglas-Cowie; Roddy Cowie (J. Multimodal User Interfaces, 2010)

Combining Long Short-Term Memory and Dynamic Bayesian Networks for Incremental Emotion-Sensitive Artificial Listening. - Martin Wöllmer; Björn W. Schuller; Florian Eyben; Gerhard Rigoll (IEEE J. Sel. Top. Signal Process., 2010)

Cross-Corpus Acoustic Emotion Recognition: Variances and Strategies. - Björn W. Schuller; Bogdan Vlasenko; Florian Eyben; Martin Wöllmer; André Stuhlsatz; Andreas Wendemuth; Gerhard Rigoll (IEEE Trans. Affect. Comput., 2010)

A novel bottleneck-BLSTM front-end for feature-level context modeling in conversational speech recognition. - Martin Wöllmer; Björn W. Schuller; Gerhard Rigoll (ASRU, 2011)

Unsupervised learning in cross-corpus acoustic emotion recognition. - Zixing Zhang 001; Felix Weninger; Martin Wöllmer; Björn W. Schuller (ASRU, 2011)

Conversational Speech Recognition in Non-stationary Reverberated Environments. - Rudy Rotili; Emanuele Principi; Martin Wöllmer; Stefano Squartini; Björn W. Schuller (COST 2102 Training School, 2011)

String-based audiovisual fusion of behavioural events for the assessment of dimensional affect. - Florian Eyben; Martin Wöllmer; Michel François Valstar; Hatice Gunes; Björn W. Schuller; Maja Pantic (FG, 2011)

Come and have an emotional workout with sensitive artificial listeners! - Marc Schröder 001; Sathish Pammi; Hatice Gunes; Maja Pantic; Michel François Valstar; Roddy Cowie; Gary McKeown; Dirk Heylen; Mark ter Maat; Florian Eyben; Björn W. Schuller; Martin Wöllmer; et al. (FG, 2011)

Localization of non-linguistic events in spontaneous speech by Non-Negative Matrix Factorization and Long Short-Term Memory. - Felix Weninger; Björn W. Schuller; Martin Wöllmer; Gerhard Rigoll (ICASSP, 2011)

A multi-stream ASR framework for BLSTM modeling of conversational speech. - Martin Wöllmer; Florian Eyben; Björn W. Schuller; Gerhard Rigoll (ICASSP, 2011)

Feature Frame Stacking in RNN-Based Tandem ASR Systems - Learned vs. Predefined Context. - Martin Wöllmer; Björn W. Schuller; Gerhard Rigoll (INTERSPEECH, 2011)

Acoustic-Linguistic Recognition of Interest in Speech with Bottleneck-BLSTM Nets. - Martin Wöllmer; Felix Weninger; Florian Eyben; Björn W. Schuller (INTERSPEECH, 2011)

Speech-Based Non-Prototypical Affect Recognition for Child-Robot Interaction in Reverberated Environments. - Martin Wöllmer; Felix Weninger; Stefan Steidl; Anton Batliner; Björn W. Schuller (INTERSPEECH, 2011)

Interacting with Emotional Virtual Agents. - Elisabetta Bevacqua; Florian Eyben; Dirk Heylen; Mark ter Maat; Sathish Pammi; Catherine Pelachaud; Marc Schröder 001; Björn W. Schuller; Etienne de Sevin; Martin Wöllmer (INTETAIN, 2011)

Automatic Assessment of Singer Traits in Popular Music: Gender, Age, Height and Race. - Felix Weninger; Martin Wöllmer; Björn W. Schuller (ISMIR, 2011)

Robust Multi-stream Keyword and Non-linguistic Vocalization Detection for Computationally Intelligent Virtual Agents. - Martin Wöllmer; Erik Marchi; Stefano Squartini; Björn W. Schuller (ISNN (2), 2011)

Enhancing Spontaneous Speech Recognition with BLSTM Features. - Martin Wöllmer; Björn W. Schuller (NOLISP, 2011)

Semantic Speech Tagging: Towards Combined Analysis of Speaker Traits. - Björn W. Schuller; Martin Wöllmer; Florian Eyben; Gerhard Rigoll; Dejan Arsic (Semantic Audio, 2011)

Computational Assessment of Interest in Speech - Facing the Real-Life Challenge. - Martin Wöllmer; Felix Weninger; Florian Eyben; Björn W. Schuller (Künstliche Intell., 2011)

Online Driver Distraction Detection Using Long Short-Term Memory. - Martin Wöllmer; Christoph Blaschke; Thomas Schindl; Björn W. Schuller; Berthold Färber; Stefan Mayer; Benjamin Trefflich (IEEE Trans. Intell. Transp. Syst., 2011)

Tandem decoding of children's speech for keyword detection in a child-robot interaction scenario. - Martin Wöllmer; Björn W. Schuller; Anton Batliner; Stefan Steidl; Dino Seppi (ACM Trans. Speech Lang. Process., 2011)

Sparse, Hierarchical and Semi-Supervised Base Learning for Monaural Enhancement of Conversational Speech. - Felix Weninger; Martin Wöllmer; Björn W. Schuller (ITG Conference on Speech Communication, 2012)

Fully Automatic Audiovisual Emotion Recognition: Voice, Words, and the Face. - Martin Wöllmer; Moritz Kaiser; Florian Eyben; Felix Weninger; Björn W. Schuller; Gerhard Rigoll (ITG Conference on Speech Communication, 2012)

Non-negative matrix factorization for highly noise-robust ASR: To enhance or to recognize? - Felix Weninger; Martin Wöllmer; Jürgen T. Geiger; Björn W. Schuller; Jort F. Gemmeke; Antti Hurmalainen; Tuomas Virtanen; Gerhard Rigoll (ICASSP, 2012)

Analyzing the memory of BLSTM Neural Networks for enhanced emotion classification in dyadic spoken interactions. - Martin Wöllmer; Angeliki Metallinou; Nassos Katsamanis; Björn W. Schuller; Shrikanth S. Narayanan (ICASSP, 2012)

Combining Bottleneck-BLSTM and Semi-Supervised Sparse NMF for Recognition of Conversational Speech in Highly Instationary Noise. - Felix Weninger; Martin Wöllmer; Björn W. Schuller (INTERSPEECH, 2012)

Temporal and Situational Context Modeling for Improved Dominance Recognition in Meetings. - Martin Wöllmer; Florian Eyben; Björn W. Schuller; Gerhard Rigoll (INTERSPEECH, 2012)

Towards distributed recognition of emotion from speech. - Wenjing Han; Zixing Zhang 001; Jun Deng; Martin Wöllmer; Felix Weninger; Björn W. Schuller (ISCCSP, 2012)

Dominance Detection in a Reverberated Acoustic Scenario. - Emanuele Principi; Rudy Rotili; Martin Wöllmer; Stefano Squartini; Björn W. Schuller (ISNN (1), 2012)

Real-Time Activity Detection in a Multi-Talker Reverberated Environment. - Emanuele Principi; Rudy Rotili; Martin Wöllmer; Florian Eyben; Stefano Squartini; Björn W. Schuller (Cogn. Comput., 2012)

Context-Sensitive Learning for Enhanced Audiovisual Emotion Classification. - Angeliki Metallinou; Martin Wöllmer; Athanasios Katsamanis; Florian Eyben; Björn W. Schuller; Shrikanth S. Narayanan (IEEE Trans. Affect. Comput., 2012)

Building Autonomous Sensitive Artificial Listeners. - Marc Schröder 001; Elisabetta Bevacqua; Roddy Cowie; Florian Eyben; Hatice Gunes; Dirk Heylen; Mark ter Maat; Gary McKeown; Sathish Pammi; Maja Pantic; Catherine Pelachaud; Björn W. Schuller; et al. (IEEE Trans. Affect. Comput., 2012)

A multitask approach to continuous five-dimensional affect sensing in natural speech. - Florian Eyben; Martin Wöllmer; Björn W. Schuller (ACM Trans. Interact. Intell. Syst., 2012)

Context-sensitive machine learning for intelligent human behavior analysis. - Martin Wöllmer (2012)

Speaker trait characterization in web videos: Uniting speech, language, and facial features. - Felix Weninger; Claudia Wagner 001; Martin Wöllmer; Björn W. Schuller; Louis-Philippe Morency (ICASSP, 2013)

Probabilistic asr feature extraction applying context-sensitive connectionist temporal classification networks. - Martin Wöllmer; Björn W. Schuller; Gerhard Rigoll (ICASSP, 2013)

Feature enhancement by bidirectional LSTM networks for conversational speech recognition in highly non-stationary noise. - Martin Wöllmer; Zixing Zhang 001; Felix Weninger; Björn W. Schuller; Gerhard Rigoll (ICASSP, 2013)

Noise robust ASR in reverberated multisource environments applying convolutive NMF and Long Short-Term Memory. - Martin Wöllmer; Felix Weninger; Jürgen T. Geiger; Björn W. Schuller; Gerhard Rigoll (Comput. Speech Lang., 2013)

YouTube Movie Reviews: Sentiment Analysis in an Audio-Visual Context. - Martin Wöllmer; Felix Weninger; Tobias Knaup; Björn W. Schuller; Congkai Sun; Kenji Sagae; Louis-Philippe Morency (IEEE Intell. Syst., 2013)

LSTM-Modeling of continuous emotions in an audiovisual affect recognition framework. - Martin Wöllmer; Moritz Kaiser; Florian Eyben; Björn W. Schuller; Gerhard Rigoll (Image Vis. Comput., 2013)

Keyword spotting exploiting Long Short-Term Memory. - Martin Wöllmer; Björn W. Schuller; Gerhard Rigoll (Speech Commun., 2013)

A Broadcast News Corpus for Evaluation and Tuning of German LVCSR Systems. - Felix Weninger; Björn W. Schuller; Florian Eyben; Martin Wöllmer; Gerhard Rigoll (CoRR, 2014)

Feature enhancement by deep LSTM networks for ASR in reverberant multisource environments. - Felix Weninger; Jürgen T. Geiger; Martin Wöllmer; Björn W. Schuller; Gerhard Rigoll (Comput. Speech Lang., 2014)

Probabilistic speech feature extraction with context-sensitive Bottleneck neural networks. - Martin Wöllmer; Björn W. Schuller (Neurocomputing, 2014)

Memory-Enhanced Neural Networks and NMF for Robust ASR. - Jürgen T. Geiger; Felix Weninger; Jort F. Gemmeke; Martin Wöllmer; Björn W. Schuller; Gerhard Rigoll (IEEE ACM Trans. Audio Speech Lang. Process., 2014)

Context-sensitive learning for enhanced audiovisual emotion classification (Extended abstract). - Angeliki Metallinou; Athanasios Katsamanis; Martin Wöllmer; Florian Eyben; Björn W. Schuller; Shrikanth S. Narayanan (ACII, 2015)

Building autonomous sensitive artificial listeners (Extended abstract). - Marc Schröder 001; Elisabetta Bevacqua; Roddy Cowie; Florian Eyben; Hatice Gunes; Dirk Heylen; Mark ter Maat; Gary McKeown; Sathish Pammi; Maja Pantic; Catherine Pelachaud; Björn W. Schuller; et al. (ACII, 2015)

Cross-corpus acoustic emotion recognition: Variances and strategies (Extended abstract). - Björn W. Schuller; Bogdan Vlasenko; Florian Eyben; Martin Wöllmer; André Stuhlsatz; Andreas Wendemuth; Gerhard Rigoll (ACII, 2015)

Towards intoxicated speech recognition. - Zixing Zhang 001; Felix Weninger; Martin Wöllmer; Jing Han 010; Björn W. Schuller (IJCNN, 2017)