Martin Wöllmer

Publication Activity (10 Years)

Years Active: 2008-2017
Publications (10 Years): 4

Top Venues

ICASSP

ACII

INTERSPEECH

Comput. Speech Lang.

Technical University Munich (PHD)

Education History

Technical University Munich

PHD

Publications

Zixing Zhang, Felix Weninger, Martin Wöllmer, Jing Han, Björn W. Schuller
Towards intoxicated speech recognition. IJCNN (2017)
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
Building autonomous sensitive artificial listeners (Extended abstract). ACII (2015)
Björn W. Schuller, Bogdan Vlasenko, Florian Eyben, Martin Wöllmer, André Stuhlsatz, Andreas Wendemuth, Gerhard Rigoll
Cross-corpus acoustic emotion recognition: Variances and strategies (Extended abstract). ACII (2015)
Angeliki Metallinou, Athanasios Katsamanis, Martin Wöllmer, Florian Eyben, Björn W. Schuller, Shrikanth S. Narayanan
Context-sensitive learning for enhanced audiovisual emotion classification (Extended abstract). ACII (2015)
Martin Wöllmer, Björn W. Schuller
Probabilistic speech feature extraction with context-sensitive Bottleneck neural networks. Neurocomputing 132 (2014)
Jürgen T. Geiger, Felix Weninger, Jort F. Gemmeke, Martin Wöllmer, Björn W. Schuller, Gerhard Rigoll
Memory-Enhanced Neural Networks and NMF for Robust ASR. IEEE ACM Trans. Audio Speech Lang. Process. 22 (6) (2014)
Felix Weninger, Björn W. Schuller, Florian Eyben, Martin Wöllmer, Gerhard Rigoll
A Broadcast News Corpus for Evaluation and Tuning of German LVCSR Systems. CoRR (2014)
Felix Weninger, Jürgen T. Geiger, Martin Wöllmer, Björn W. Schuller, Gerhard Rigoll
Feature enhancement by deep LSTM networks for ASR in reverberant multisource environments. Comput. Speech Lang. 28 (4) (2014)
Martin Wöllmer, Felix Weninger, Tobias Knaup, Björn W. Schuller, Congkai Sun, Kenji Sagae, Louis-Philippe Morency
YouTube Movie Reviews: Sentiment Analysis in an Audio-Visual Context. IEEE Intell. Syst. 28 (3) (2013)
Martin Wöllmer, Björn W. Schuller, Gerhard Rigoll
Probabilistic asr feature extraction applying context-sensitive connectionist temporal classification networks. ICASSP (2013)
Felix Weninger, Claudia Wagner, Martin Wöllmer, Björn W. Schuller, Louis-Philippe Morency
Speaker trait characterization in web videos: Uniting speech, language, and facial features. ICASSP (2013)
Martin Wöllmer, Zixing Zhang, Felix Weninger, Björn W. Schuller, Gerhard Rigoll
Feature enhancement by bidirectional LSTM networks for conversational speech recognition in highly non-stationary noise. ICASSP (2013)
Martin Wöllmer, Björn W. Schuller, Gerhard Rigoll
Keyword spotting exploiting Long Short-Term Memory. Speech Commun. 55 (2) (2013)
Martin Wöllmer, Moritz Kaiser, Florian Eyben, Björn W. Schuller, Gerhard Rigoll
LSTM-Modeling of continuous emotions in an audiovisual affect recognition framework. Image Vis. Comput. 31 (2) (2013)
Martin Wöllmer, Felix Weninger, Jürgen T. Geiger, Björn W. Schuller, Gerhard Rigoll
Noise robust ASR in reverberated multisource environments applying convolutive NMF and Long Short-Term Memory. Comput. Speech Lang. 27 (3) (2013)
Emanuele Principi, Rudy Rotili, Martin Wöllmer, Stefano Squartini, Björn W. Schuller
Dominance Detection in a Reverberated Acoustic Scenario. ISNN (1) (2012)
Florian Eyben, Martin Wöllmer, Björn W. Schuller
A multitask approach to continuous five-dimensional affect sensing in natural speech. ACM Trans. Interact. Intell. Syst. 2 (1) (2012)
Martin Wöllmer, Florian Eyben, Björn W. Schuller, Gerhard Rigoll
Temporal and Situational Context Modeling for Improved Dominance Recognition in Meetings. INTERSPEECH (2012)
Felix Weninger, Martin Wöllmer, Jürgen T. Geiger, Björn W. Schuller, Jort F. Gemmeke, Antti Hurmalainen, Tuomas Virtanen, Gerhard Rigoll
Non-negative matrix factorization for highly noise-robust ASR: To enhance or to recognize? ICASSP (2012)
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)
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)
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)
Angeliki Metallinou, Martin Wöllmer, Athanasios Katsamanis, Florian Eyben, Björn W. Schuller, Shrikanth S. Narayanan
Context-Sensitive Learning for Enhanced Audiovisual Emotion Classification. IEEE Trans. Affect. Comput. 3 (2) (2012)
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
Building Autonomous Sensitive Artificial Listeners. IEEE Trans. Affect. Comput. 3 (2) (2012)
Emanuele Principi, Rudy Rotili, Martin Wöllmer, Florian Eyben, Stefano Squartini, Björn W. Schuller
Real-Time Activity Detection in a Multi-Talker Reverberated Environment. Cogn. Comput. 4 (4) (2012)
Martin Wöllmer, Angeliki Metallinou, Nassos Katsamanis, Björn W. Schuller, Shrikanth S. Narayanan
Analyzing the memory of BLSTM Neural Networks for enhanced emotion classification in dyadic spoken interactions. ICASSP (2012)
Wenjing Han, Zixing Zhang, Jun Deng, Martin Wöllmer, Felix Weninger, Björn W. Schuller
Towards distributed recognition of emotion from speech. ISCCSP (2012)
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
Come and have an emotional workout with sensitive artificial listeners! FG (2011)
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)
Rudy Rotili, Emanuele Principi, Martin Wöllmer, Stefano Squartini, Björn W. Schuller
Conversational Speech Recognition in Non-stationary Reverberated Environments. COST 2102 Training School (2011)
Martin Wöllmer, Erik Marchi, Stefano Squartini, Björn W. Schuller
Robust Multi-stream Keyword and Non-linguistic Vocalization Detection for Computationally Intelligent Virtual Agents. ISNN (2) (2011)
Martin Wöllmer, Björn W. Schuller
Enhancing Spontaneous Speech Recognition with BLSTM Features. NOLISP (2011)
Florian Eyben, Martin Wöllmer, Michel François Valstar, Hatice Gunes, Björn W. Schuller, Maja Pantic
String-based audiovisual fusion of behavioural events for the assessment of dimensional affect. FG (2011)
Zixing Zhang, Felix Weninger, Martin Wöllmer, Björn W. Schuller
Unsupervised learning in cross-corpus acoustic emotion recognition. ASRU (2011)
Björn W. Schuller, Martin Wöllmer, Florian Eyben, Gerhard Rigoll, Dejan Arsic
Semantic Speech Tagging: Towards Combined Analysis of Speaker Traits. Semantic Audio (2011)
Martin Wöllmer, Felix Weninger, Florian Eyben, Björn W. Schuller
Acoustic-Linguistic Recognition of Interest in Speech with Bottleneck-BLSTM Nets. INTERSPEECH (2011)
Martin Wöllmer, Christoph Blaschke, Thomas Schindl, Björn W. Schuller, Berthold Färber, Stefan Mayer, Benjamin Trefflich
Online Driver Distraction Detection Using Long Short-Term Memory. IEEE Trans. Intell. Transp. Syst. 12 (2) (2011)
Felix Weninger, Martin Wöllmer, Björn W. Schuller
Automatic Assessment of Singer Traits in Popular Music: Gender, Age, Height and Race. ISMIR (2011)
Martin Wöllmer, Björn W. Schuller, Gerhard Rigoll
Feature Frame Stacking in RNN-Based Tandem ASR Systems - Learned vs. Predefined Context. INTERSPEECH (2011)
Martin Wöllmer, Björn W. Schuller, Gerhard Rigoll
A novel bottleneck-BLSTM front-end for feature-level context modeling in conversational speech recognition. ASRU (2011)
Elisabetta Bevacqua, Florian Eyben, Dirk Heylen, Mark ter Maat, Sathish Pammi, Catherine Pelachaud, Marc Schröder, Björn W. Schuller, Etienne de Sevin, Martin Wöllmer
Interacting with Emotional Virtual Agents. INTETAIN (2011)
Martin Wöllmer, Felix Weninger, Florian Eyben, Björn W. Schuller
Computational Assessment of Interest in Speech - Facing the Real-Life Challenge. Künstliche Intell. 25 (3) (2011)
Felix Weninger, Björn W. Schuller, Martin Wöllmer, Gerhard Rigoll
Localization of non-linguistic events in spontaneous speech by Non-Negative Matrix Factorization and Long Short-Term Memory. ICASSP (2011)
Martin Wöllmer, Björn W. Schuller, Anton Batliner, Stefan Steidl, Dino Seppi
Tandem decoding of children's speech for keyword detection in a child-robot interaction scenario. ACM Trans. Speech Lang. Process. 7 (4) (2011)
Martin Wöllmer, Florian Eyben, Björn W. Schuller, Gerhard Rigoll
A multi-stream ASR framework for BLSTM modeling of conversational speech. ICASSP (2011)
Florian Eyben, Martin Wöllmer, Tony Poitschke, Björn W. Schuller, Christoph Blaschke, Berthold Färber, Nhu Nguyen-Thien
Emotion on the Road - Necessity, Acceptance, and Feasibility of Affective Computing in the Car. Adv. Hum. Comput. Interact. 2010 (2010)
Martin Wöllmer, Florian Eyben, Björn W. Schuller, Gerhard Rigoll
Spoken term detection with Connectionist Temporal Classification: A novel hybrid CTC-DBN decoder. ICASSP (2010)
Björn W. Schuller, Felix Weninger, Martin Wöllmer, Yang Sun, Gerhard Rigoll
Non-negative matrix factorization as noise-robust feature extractor for speech recognition. ICASSP (2010)
Martin Wöllmer, Florian Eyben, Björn W. Schuller, Gerhard Rigoll
Recognition of spontaneous conversational speech using long short-term memory phoneme predictions. INTERSPEECH (2010)
Florian Eyben, Martin Wöllmer, Alex Graves, Björn W. Schuller, Ellen Douglas-Cowie, Roddy Cowie
On-line emotion recognition in a 3-D activation-valence-time continuum using acoustic and linguistic cues. J. Multimodal User Interfaces 3 (1-2) (2010)
Florian Eyben, Martin Wöllmer, Björn W. Schuller
Opensmile: the munich versatile and fast open-source audio feature extractor. ACM Multimedia (2010)
Martin Wöllmer, Florian Eyben, Alex Graves, Björn W. Schuller, Gerhard Rigoll
Bidirectional LSTM Networks for Context-Sensitive Keyword Detection in a Cognitive Virtual Agent Framework. Cogn. Comput. 2 (3) (2010)
Martin Wöllmer, Angeliki Metallinou, Florian Eyben, Björn W. Schuller, Shrikanth S. Narayanan
Context-sensitive multimodal emotion recognition from speech and facial expression using bidirectional LSTM modeling. INTERSPEECH (2010)
Dejan Arsic, Luis Roalter, Martin Wöllmer, Florian Eyben, Björn W. Schuller, Moritz Kaiser, Matthias Kranz, Gerhard Rigoll
3d gesture recognition applying long short-term memory and contextual knowledge in a CAVE. MPVA@MM (2010)
Björn W. Schuller, Bogdan Vlasenko, Florian Eyben, Martin Wöllmer, André Stuhlsatz, Andreas Wendemuth, Gerhard Rigoll
Cross-Corpus Acoustic Emotion Recognition: Variances and Strategies. IEEE Trans. Affect. Comput. 1 (2) (2010)
Martin Wöllmer, Nikolaj Klebert, Björn W. Schuller
Switching Linear Dynamic Models for Recognition of Emotionally Colored and Noisy Speech. Sprachkommunikation (2010)
Martin Wöllmer, Yang Sun, Florian Eyben, Björn W. Schuller
Long short-term memory networks for noise robust speech recognition. INTERSPEECH (2010)
Martin Wöllmer, Björn W. Schuller, Florian Eyben, Gerhard Rigoll
Combining Long Short-Term Memory and Dynamic Bayesian Networks for Incremental Emotion-Sensitive Artificial Listening. IEEE J. Sel. Top. Signal Process. 4 (5) (2010)
Martin Wöllmer, Florian Eyben, Björn W. Schuller, Gerhard Rigoll
Robust vocabulary independent keyword spotting with graphical models. ASRU (2009)
Björn W. Schuller, Ronald Müller, Florian Eyben, Jürgen Gast, Benedikt Hörnler, Martin Wöllmer, Gerhard Rigoll, Anja Höthker, Hitoshi Konosu
Being bored? Recognising natural interest by extensive audiovisual integration for real-life application. Image Vis. Comput. 27 (12) (2009)
Florian Eyben, Martin Wöllmer, Björn W. Schuller
OpenEAR - Introducing the munich open-source emotion and affect recognition toolkit. ACII (2009)
Martin Wöllmer, Florian Eyben, Joseph Keshet, Alex Graves, Björn W. Schuller, Gerhard Rigoll
Robust discriminative keyword spotting for emotionally colored spontaneous speech using bidirectional LSTM networks. ICASSP (2009)
Martin Wöllmer, Florian Eyben, Björn W. Schuller, Yang Sun, Tobias Moosmayr, Nhu Nguyen-Thien
Robust in-car spelling recognition - a tandem BLSTM-HMM approach. INTERSPEECH (2009)
Martin Wöllmer, Florian Eyben, Alex Graves, Björn W. Schuller, Gerhard Rigoll
Improving Keyword Spotting with a Tandem BLSTM-DBN Architecture. NOLISP (2009)
Martin Wöllmer, Marc A. Al-Hames, Florian Eyben, Björn W. Schuller, Gerhard Rigoll
A multidimensional dynamic time warping algorithm for efficient multimodal fusion of asynchronous data streams. Neurocomputing 73 (1-3) (2009)
Florian Eyben, Martin Wöllmer, Björn W. Schuller, Alex Graves
From speech to letters - using a novel neural network architecture for grapheme based ASR. ASRU (2009)
Björn W. Schuller, Martin Wöllmer, Tobias Moosmayr, Gerhard Rigoll
Recognition of Noisy Speech: A Comparative Survey of Robust Model Architecture and Feature Enhancement. EURASIP J. Audio Speech Music. Process. 2009 (2009)
Martin Wöllmer, Florian Eyben, Björn W. Schuller, Ellen Douglas-Cowie, Roddy Cowie
Data-driven clustering in emotional space for affect recognition using discriminatively trained LSTM networks. INTERSPEECH (2009)
Björn W. Schuller, Salman Can, Hubertus Feußner, Martin Wöllmer, Dejan Arsic, Benedikt Hörnler
Speech control in surgery: A field analysis and strategies. ICME (2009)
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
A demonstration of audiovisual sensitive artificial listeners. ACII (2009)
Martin Wöllmer, Florian Eyben, Stephan Reiter, Björn W. Schuller, Cate Cox, Ellen Douglas-Cowie, Roddy Cowie
Abandoning emotion classes - towards continuous emotion recognition with modelling of long-range dependencies. INTERSPEECH (2008)
Björn W. Schuller, Martin Wöllmer, Tobias Moosmayr, Gerhard Rigoll
Speech recognition in noisy environments using a switching linear dynamic model for feature enhancement. INTERSPEECH (2008)
Björn W. Schuller, Martin Wöllmer, Tobias Moosmayr, Günther Ruske, Gerhard Rigoll
Switching Linear Dynamic Models for Noise Robust In-Car Speech Recognition. DAGM-Symposium (2008)

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Publication Activity (10 Years)

Top Topics

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Martin Wöllmer