Martin Wöllmer

74 papers A* 1A 13B 8C 4Misc 10Journal 23Unranked 14

Year	Rank	Type	Title / Venue / Authors
2017	B	`conf`	Towards intoxicated speech recognition. IJCNN Zixing Zhang, Felix Weninger, Martin Wöllmer, Jing Han, Björn W. Schuller
2015	B	`conf`	Building autonomous sensitive artificial listeners (Extended abstract). ACII Marc Schröder, Elisabetta Bevacqua, Roddy Cowie, Florian Eyben, Hatice Gunes, Dirk Heylen, Mark ter Maat, Gary McKeown, Sathish Pammi, Maja Pantic, Catherine Pelachaud, Björn W. Schuller, Etienne de Sevin, Michel F. Valstar, Martin Wöllmer
2015	B	`conf`	Context-sensitive learning for enhanced audiovisual emotion classification (Extended abstract). ACII Angeliki Metallinou, Athanasios Katsamanis, Martin Wöllmer, Florian Eyben, Björn W. Schuller, Shrikanth S. Narayanan
2015	B	`conf`	Cross-corpus acoustic emotion recognition: Variances and strategies (Extended abstract). ACII Björn W. Schuller, Bogdan Vlasenko, Florian Eyben, Martin Wöllmer, André Stuhlsatz, Andreas Wendemuth, Gerhard Rigoll
2014	J	`jnl`	A Broadcast News Corpus for Evaluation and Tuning of German LVCSR Systems. CoRR Felix Weninger, Björn W. Schuller, Florian Eyben, Martin Wöllmer, Gerhard Rigoll
2014	J	`jnl`	Feature enhancement by deep LSTM networks for ASR in reverberant multisource environments. Comput. Speech Lang. Felix Weninger, Jürgen T. Geiger, Martin Wöllmer, Björn W. Schuller, Gerhard Rigoll
2014	J	`jnl`	Memory-Enhanced Neural Networks and NMF for Robust ASR. IEEE ACM Trans. Audio Speech Lang. Process. Jürgen T. Geiger, Felix Weninger, Jort F. Gemmeke, Martin Wöllmer, Björn W. Schuller, Gerhard Rigoll
2014	J	`jnl`	Probabilistic speech feature extraction with context-sensitive Bottleneck neural networks. Neurocomputing Martin Wöllmer, Björn W. Schuller
2013	Misc	`conf`	Feature enhancement by bidirectional LSTM networks for conversational speech recognition in highly non-stationary noise. ICASSP Martin Wöllmer, Zixing Zhang, Felix Weninger, Björn W. Schuller, Gerhard Rigoll
2013	J	`jnl`	Keyword spotting exploiting Long Short-Term Memory. Speech Commun. Martin Wöllmer, Björn W. Schuller, Gerhard Rigoll
2013	J	`jnl`	LSTM-Modeling of continuous emotions in an audiovisual affect recognition framework. Image Vis. Comput. Martin Wöllmer, Moritz Kaiser, Florian Eyben, Björn W. Schuller, Gerhard Rigoll
2013	J	`jnl`	Noise robust ASR in reverberated multisource environments applying convolutive NMF and Long Short-Term Memory. Comput. Speech Lang. Martin Wöllmer, Felix Weninger, Jürgen T. Geiger, Björn W. Schuller, Gerhard Rigoll
2013	Misc	`conf`	Probabilistic asr feature extraction applying context-sensitive connectionist temporal classification networks. ICASSP Martin Wöllmer, Björn W. Schuller, Gerhard Rigoll
2013	Misc	`conf`	Speaker trait characterization in web videos: Uniting speech, language, and facial features. ICASSP Felix Weninger, Claudia Wagner, Martin Wöllmer, Björn W. Schuller, Louis-Philippe Morency
2013	J	`jnl`	YouTube Movie Reviews: Sentiment Analysis in an Audio-Visual Context. IEEE Intell. Syst. Martin Wöllmer, Felix Weninger, Tobias Knaup, Björn W. Schuller, Congkai Sun, Kenji Sagae, Louis-Philippe Morency
2012	J	`jnl`	A multitask approach to continuous five-dimensional affect sensing in natural speech. ACM Trans. Interact. Intell. Syst. Florian Eyben, Martin Wöllmer, Björn W. Schuller
2012	Misc	`conf`	Analyzing the memory of BLSTM Neural Networks for enhanced emotion classification in dyadic spoken interactions. ICASSP Martin Wöllmer, Angeliki Metallinou, Nassos Katsamanis, Björn W. Schuller, Shrikanth S. Narayanan
2012	J	`jnl`	Building Autonomous Sensitive Artificial Listeners. IEEE Trans. Affect. Comput. Marc Schröder, Elisabetta Bevacqua, Roddy Cowie, Florian Eyben, Hatice Gunes, Dirk Heylen, Mark ter Maat, Gary McKeown, Sathish Pammi, Maja Pantic, Catherine Pelachaud, Björn W. Schuller, Etienne de Sevin, Michel François Valstar, Martin Wöllmer
2012	A	`conf`	Combining Bottleneck-BLSTM and Semi-Supervised Sparse NMF for Recognition of Conversational Speech in Highly Instationary Noise. INTERSPEECH Felix Weninger, Martin Wöllmer, Björn W. Schuller
2012	J	`jnl`	Context-Sensitive Learning for Enhanced Audiovisual Emotion Classification. IEEE Trans. Affect. Comput. Angeliki Metallinou, Martin Wöllmer, Athanasios Katsamanis, Florian Eyben, Björn W. Schuller, Shrikanth S. Narayanan
2012	—	`—`	Context-sensitive machine learning for intelligent human behavior analysis. Martin Wöllmer
2012	—	`conf`	Dominance Detection in a Reverberated Acoustic Scenario. ISNN (1) Emanuele Principi, Rudy Rotili, Martin Wöllmer, Stefano Squartini, Björn W. Schuller
2012	—	`conf`	Fully Automatic Audiovisual Emotion Recognition: Voice, Words, and the Face. ITG Conference on Speech Communication Martin Wöllmer, Moritz Kaiser, Florian Eyben, Felix Weninger, Björn W. Schuller, Gerhard Rigoll
2012	Misc	`conf`	Non-negative matrix factorization for highly noise-robust ASR: To enhance or to recognize? ICASSP Felix Weninger, Martin Wöllmer, Jürgen T. Geiger, Björn W. Schuller, Jort F. Gemmeke, Antti Hurmalainen, Tuomas Virtanen, Gerhard Rigoll
2012	J	`jnl`	Real-Time Activity Detection in a Multi-Talker Reverberated Environment. Cogn. Comput. Emanuele Principi, Rudy Rotili, Martin Wöllmer, Florian Eyben, Stefano Squartini, Björn W. Schuller
2012	—	`conf`	Sparse, Hierarchical and Semi-Supervised Base Learning for Monaural Enhancement of Conversational Speech. ITG Conference on Speech Communication Felix Weninger, Martin Wöllmer, Björn W. Schuller
2012	A	`conf`	Temporal and Situational Context Modeling for Improved Dominance Recognition in Meetings. INTERSPEECH Martin Wöllmer, Florian Eyben, Björn W. Schuller, Gerhard Rigoll
2012	—	`conf`	Towards distributed recognition of emotion from speech. ISCCSP Wenjing Han, Zixing Zhang, Jun Deng, Martin Wöllmer, Felix Weninger, Björn W. Schuller
2011	Misc	`conf`	A multi-stream ASR framework for BLSTM modeling of conversational speech. ICASSP Martin Wöllmer, Florian Eyben, Björn W. Schuller, Gerhard Rigoll
2011	C	`conf`	A novel bottleneck-BLSTM front-end for feature-level context modeling in conversational speech recognition. ASRU Martin Wöllmer, Björn W. Schuller, Gerhard Rigoll
2011	A	`conf`	Acoustic-Linguistic Recognition of Interest in Speech with Bottleneck-BLSTM Nets. INTERSPEECH Martin Wöllmer, Felix Weninger, Florian Eyben, Björn W. Schuller
2011	—	`conf`	Automatic Assessment of Singer Traits in Popular Music: Gender, Age, Height and Race. ISMIR Felix Weninger, Martin Wöllmer, Björn W. Schuller
2011	B	`conf`	Come and have an emotional workout with sensitive artificial listeners! FG Marc Schröder, 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, Elisabetta Bevacqua, Catherine Pelachaud, Etienne de Sevin
2011	J	`jnl`	Computational Assessment of Interest in Speech - Facing the Real-Life Challenge. Künstliche Intell. Martin Wöllmer, Felix Weninger, Florian Eyben, Björn W. Schuller
2011	—	`conf`	Conversational Speech Recognition in Non-stationary Reverberated Environments. COST 2102 Training School Rudy Rotili, Emanuele Principi, Martin Wöllmer, Stefano Squartini, Björn W. Schuller
2011	—	`conf`	Enhancing Spontaneous Speech Recognition with BLSTM Features. NOLISP Martin Wöllmer, Björn W. Schuller
2011	A	`conf`	Feature Frame Stacking in RNN-Based Tandem ASR Systems - Learned vs. Predefined Context. INTERSPEECH Martin Wöllmer, Björn W. Schuller, Gerhard Rigoll
2011	—	`conf`	Interacting with Emotional Virtual Agents. INTETAIN Elisabetta Bevacqua, Florian Eyben, Dirk Heylen, Mark ter Maat, Sathish Pammi, Catherine Pelachaud, Marc Schröder, Björn W. Schuller, Etienne de Sevin, Martin Wöllmer
2011	Misc	`conf`	Localization of non-linguistic events in spontaneous speech by Non-Negative Matrix Factorization and Long Short-Term Memory. ICASSP Felix Weninger, Björn W. Schuller, Martin Wöllmer, Gerhard Rigoll
2011	J	`jnl`	Online Driver Distraction Detection Using Long Short-Term Memory. IEEE Trans. Intell. Transp. Syst. Martin Wöllmer, Christoph Blaschke, Thomas Schindl, Björn W. Schuller, Berthold Färber, Stefan Mayer, Benjamin Trefflich
2011	—	`conf`	Robust Multi-stream Keyword and Non-linguistic Vocalization Detection for Computationally Intelligent Virtual Agents. ISNN (2) Martin Wöllmer, Erik Marchi, Stefano Squartini, Björn W. Schuller
2011	—	`conf`	Semantic Speech Tagging: Towards Combined Analysis of Speaker Traits. Semantic Audio Björn W. Schuller, Martin Wöllmer, Florian Eyben, Gerhard Rigoll, Dejan Arsic
2011	A	`conf`	Speech-Based Non-Prototypical Affect Recognition for Child-Robot Interaction in Reverberated Environments. INTERSPEECH Martin Wöllmer, Felix Weninger, Stefan Steidl, Anton Batliner, Björn W. Schuller
2011	B	`conf`	String-based audiovisual fusion of behavioural events for the assessment of dimensional affect. FG Florian Eyben, Martin Wöllmer, Michel François Valstar, Hatice Gunes, Björn W. Schuller, Maja Pantic
2011	J	`jnl`	Tandem decoding of children's speech for keyword detection in a child-robot interaction scenario. ACM Trans. Speech Lang. Process. Martin Wöllmer, Björn W. Schuller, Anton Batliner, Stefan Steidl, Dino Seppi
2011	C	`conf`	Unsupervised learning in cross-corpus acoustic emotion recognition. ASRU Zixing Zhang, Felix Weninger, Martin Wöllmer, Björn W. Schuller
2010	—	`conf`	3d gesture recognition applying long short-term memory and contextual knowledge in a CAVE. MPVA@MM Dejan Arsic, Luis Roalter, Martin Wöllmer, Florian Eyben, Björn W. Schuller, Moritz Kaiser, Matthias Kranz, Gerhard Rigoll
2010	J	`jnl`	Bidirectional LSTM Networks for Context-Sensitive Keyword Detection in a Cognitive Virtual Agent Framework. Cogn. Comput. Martin Wöllmer, Florian Eyben, Alex Graves, Björn W. Schuller, Gerhard Rigoll
2010	J	`jnl`	Combining Long Short-Term Memory and Dynamic Bayesian Networks for Incremental Emotion-Sensitive Artificial Listening. IEEE J. Sel. Top. Signal Process. Martin Wöllmer, Björn W. Schuller, Florian Eyben, Gerhard Rigoll
2010	A	`conf`	Context-sensitive multimodal emotion recognition from speech and facial expression using bidirectional LSTM modeling. INTERSPEECH Martin Wöllmer, Angeliki Metallinou, Florian Eyben, Björn W. Schuller, Shrikanth S. Narayanan
2010	J	`jnl`	Cross-Corpus Acoustic Emotion Recognition: Variances and Strategies. IEEE Trans. Affect. Comput. Björn W. Schuller, Bogdan Vlasenko, Florian Eyben, Martin Wöllmer, André Stuhlsatz, Andreas Wendemuth, Gerhard Rigoll
2010	J	`jnl`	Emotion on the Road - Necessity, Acceptance, and Feasibility of Affective Computing in the Car. Adv. Hum. Comput. Interact. Florian Eyben, Martin Wöllmer, Tony Poitschke, Björn W. Schuller, Christoph Blaschke, Berthold Färber, Nhu Nguyen-Thien
2010	A	`conf`	Long short-term memory networks for noise robust speech recognition. INTERSPEECH Martin Wöllmer, Yang Sun, Florian Eyben, Björn W. Schuller
2010	Misc	`conf`	Non-negative matrix factorization as noise-robust feature extractor for speech recognition. ICASSP Björn W. Schuller, Felix Weninger, Martin Wöllmer, Yang Sun, Gerhard Rigoll
2010	J	`jnl`	On-line emotion recognition in a 3-D activation-valence-time continuum using acoustic and linguistic cues. J. Multimodal User Interfaces Florian Eyben, Martin Wöllmer, Alex Graves, Björn W. Schuller, Ellen Douglas-Cowie, Roddy Cowie
2010	A*	`conf`	Opensmile: the munich versatile and fast open-source audio feature extractor. ACM Multimedia Florian Eyben, Martin Wöllmer, Björn W. Schuller
2010	A	`conf`	Recognition of spontaneous conversational speech using long short-term memory phoneme predictions. INTERSPEECH Martin Wöllmer, Florian Eyben, Björn W. Schuller, Gerhard Rigoll
2010	Misc	`conf`	Spoken term detection with Connectionist Temporal Classification: A novel hybrid CTC-DBN decoder. ICASSP Martin Wöllmer, Florian Eyben, Björn W. Schuller, Gerhard Rigoll
2010	—	`conf`	Switching Linear Dynamic Models for Recognition of Emotionally Colored and Noisy Speech. Sprachkommunikation Martin Wöllmer, Nikolaj Klebert, Björn W. Schuller
2009	B	`conf`	A demonstration of audiovisual sensitive artificial listeners. ACII Marc Schröder, 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, Martin Wöllmer
2009	J	`jnl`	A multidimensional dynamic time warping algorithm for efficient multimodal fusion of asynchronous data streams. Neurocomputing Martin Wöllmer, Marc A. Al-Hames, Florian Eyben, Björn W. Schuller, Gerhard Rigoll
2009	J	`jnl`	Being bored? Recognising natural interest by extensive audiovisual integration for real-life application. Image Vis. Comput. Björn W. Schuller, Ronald Müller, Florian Eyben, Jürgen Gast, Benedikt Hörnler, Martin Wöllmer, Gerhard Rigoll, Anja Höthker, Hitoshi Konosu
2009	A	`conf`	Data-driven clustering in emotional space for affect recognition using discriminatively trained LSTM networks. INTERSPEECH Martin Wöllmer, Florian Eyben, Björn W. Schuller, Ellen Douglas-Cowie, Roddy Cowie
2009	C	`conf`	From speech to letters - using a novel neural network architecture for grapheme based ASR. ASRU Florian Eyben, Martin Wöllmer, Björn W. Schuller, Alex Graves
2009	—	`conf`	Improving Keyword Spotting with a Tandem BLSTM-DBN Architecture. NOLISP Martin Wöllmer, Florian Eyben, Alex Graves, Björn W. Schuller, Gerhard Rigoll
2009	B	`conf`	OpenEAR - Introducing the munich open-source emotion and affect recognition toolkit. ACII Florian Eyben, Martin Wöllmer, Björn W. Schuller
2009	J	`jnl`	Recognition of Noisy Speech: A Comparative Survey of Robust Model Architecture and Feature Enhancement. EURASIP J. Audio Speech Music. Process. Björn W. Schuller, Martin Wöllmer, Tobias Moosmayr, Gerhard Rigoll
2009	Misc	`conf`	Robust discriminative keyword spotting for emotionally colored spontaneous speech using bidirectional LSTM networks. ICASSP Martin Wöllmer, Florian Eyben, Joseph Keshet, Alex Graves, Björn W. Schuller, Gerhard Rigoll
2009	A	`conf`	Robust in-car spelling recognition - a tandem BLSTM-HMM approach. INTERSPEECH Martin Wöllmer, Florian Eyben, Björn W. Schuller, Yang Sun, Tobias Moosmayr, Nhu Nguyen-Thien
2009	C	`conf`	Robust vocabulary independent keyword spotting with graphical models. ASRU Martin Wöllmer, Florian Eyben, Björn W. Schuller, Gerhard Rigoll
2009	A	`conf`	Speech control in surgery: A field analysis and strategies. ICME Björn W. Schuller, Salman Can, Hubertus Feußner, Martin Wöllmer, Dejan Arsic, Benedikt Hörnler
2008	A	`conf`	Abandoning emotion classes - towards continuous emotion recognition with modelling of long-range dependencies. INTERSPEECH Martin Wöllmer, Florian Eyben, Stephan Reiter, Björn W. Schuller, Cate Cox, Ellen Douglas-Cowie, Roddy Cowie
2008	A	`conf`	Speech recognition in noisy environments using a switching linear dynamic model for feature enhancement. INTERSPEECH Björn W. Schuller, Martin Wöllmer, Tobias Moosmayr, Gerhard Rigoll
2008	—	`conf`	Switching Linear Dynamic Models for Noise Robust In-Car Speech Recognition. DAGM-Symposium Björn W. Schuller, Martin Wöllmer, Tobias Moosmayr, Günther Ruske, Gerhard Rigoll