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Martin Wöllmer
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2010 – 2019
- 2017
- [c50]Zixing Zhang, Felix Weninger, Martin Wöllmer, Jing Han, Björn W. Schuller
:
Towards intoxicated speech recognition. IJCNN 2017: 1555-1559 - 2015
- [c49]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: 456-462 - [c48]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: 463-469 - [c47]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: 470-476 - 2014
- [j22]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): 888-902 (2014) - [j21]Martin Wöllmer, Björn W. Schuller
:
Probabilistic speech feature extraction with context-sensitive Bottleneck neural networks. Neurocomputing 132: 113-120 (2014) - [j20]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): 1037-1046 (2014) - [i1]Felix Weninger, Björn W. Schuller, Florian Eyben, Martin Wöllmer, Gerhard Rigoll:
A Broadcast News Corpus for Evaluation and Tuning of German LVCSR Systems. CoRR abs/1412.4616 (2014) - 2013
- [j19]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): 780-797 (2013) - [j18]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): 46-53 (2013) - [j17]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): 153-163 (2013) - [j16]Martin Wöllmer, Björn W. Schuller
, Gerhard Rigoll:
Keyword spotting exploiting Long Short-Term Memory. Speech Commun. 55(2): 252-265 (2013) - [c46]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: 3647-3651 - [c45]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: 6822-6826 - [c44]Martin Wöllmer, Björn W. Schuller
, Gerhard Rigoll:
Probabilistic asr feature extraction applying context-sensitive connectionist temporal classification networks. ICASSP 2013: 7125-7129 - 2012
- [b1]Martin Wöllmer:
Context-sensitive machine learning for intelligent human behavior analysis. Technical University Munich, 2012, pp. 1-251 - [j15]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): 386-397 (2012) - [j14]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): 165-183 (2012) - [j13]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): 184-198 (2012) - [j12]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): 6:1-6:29 (2012) - [c43]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: 1-4 - [c42]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: 1-4 - [c41]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: 4157-4160 - [c40]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: 4681-4684 - [c39]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: 302-305 - [c38]Martin Wöllmer, Florian Eyben, Björn W. Schuller, Gerhard Rigoll:
Temporal and Situational Context Modeling for Improved Dominance Recognition in Meetings. INTERSPEECH 2012: 350-353 - [c37]Wenjing Han, Zixing Zhang, Jun Deng, Martin Wöllmer, Felix Weninger, Björn W. Schuller
:
Towards distributed recognition of emotion from speech. ISCCSP 2012: 1-4 - [c36]Emanuele Principi
, Rudy Rotili, Martin Wöllmer, Stefano Squartini
, Björn W. Schuller
:
Dominance Detection in a Reverberated Acoustic Scenario. ISNN (1) 2012: 394-402 - 2011
- [j11]Martin Wöllmer, Felix Weninger, Florian Eyben, Björn W. Schuller
:
Computational Assessment of Interest in Speech - Facing the Real-Life Challenge. Künstliche Intell. 25(3): 225-234 (2011) - [j10]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): 574-582 (2011) - [j9]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): 12:1-12:22 (2011) - [c35]Martin Wöllmer, Björn W. Schuller
, Gerhard Rigoll:
A novel bottleneck-BLSTM front-end for feature-level context modeling in conversational speech recognition. ASRU 2011: 36-41 - [c34]Zixing Zhang, Felix Weninger, Martin Wöllmer, Björn W. Schuller
:
Unsupervised learning in cross-corpus acoustic emotion recognition. ASRU 2011: 523-528 - [c33]Rudy Rotili, Emanuele Principi
, Martin Wöllmer, Stefano Squartini
, Björn W. Schuller
:
Conversational Speech Recognition in Non-stationary Reverberated Environments. COST 2102 Training School 2011: 50-59 - [c32]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: 322-329 - [c31]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: 646 - [c30]Martin Wöllmer, Florian Eyben, Björn W. Schuller
, Gerhard Rigoll:
A multi-stream ASR framework for BLSTM modeling of conversational speech. ICASSP 2011: 4860-4863 - [c29]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: 5840-5843 - [c28]Martin Wöllmer, Felix Weninger, Florian Eyben, Björn W. Schuller:
Acoustic-Linguistic Recognition of Interest in Speech with Bottleneck-BLSTM Nets. INTERSPEECH 2011: 77-80 - [c27]Martin Wöllmer, Björn W. Schuller, Gerhard Rigoll:
Feature Frame Stacking in RNN-Based Tandem ASR Systems - Learned vs. Predefined Context. INTERSPEECH 2011: 1233-1236 - [c26]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: 3113-3104 - [c25]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: 243-245 - [c24]Felix Weninger, Martin Wöllmer, Björn W. Schuller:
Automatic Assessment of Singer Traits in Popular Music: Gender, Age, Height and Race. ISMIR 2011: 37-42 - [c23]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: 496-505 - [c22]Martin Wöllmer, Björn W. Schuller
:
Enhancing Spontaneous Speech Recognition with BLSTM Features. NOLISP 2011: 17-24 - [c21]Björn W. Schuller, Martin Wöllmer, Florian Eyben, Gerhard Rigoll, Dejan Arsic:
Semantic Speech Tagging: Towards Combined Analysis of Speaker Traits. Semantic Audio 2011 - 2010
- [j8]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: 263593:1-263593:17 (2010) - [j7]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): 180-190 (2010) - [j6]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): 7-19 (2010) - [j5]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): 867-881 (2010) - [j4]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): 119-131 (2010) - [c20]Martin Wöllmer, Nikolaj Klebert, Björn W. Schuller:
Switching Linear Dynamic Models for Recognition of Emotionally Colored and Noisy Speech. Sprachkommunikation 2010: 1-4 - [c19]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: 4562-4565 - [c18]Martin Wöllmer, Florian Eyben, Björn W. Schuller
, Gerhard Rigoll:
Spoken term detection with Connectionist Temporal Classification: A novel hybrid CTC-DBN decoder. ICASSP 2010: 5274-5277 - [c17]Martin Wöllmer, Florian Eyben, Björn W. Schuller
, Gerhard Rigoll:
Recognition of spontaneous conversational speech using long short-term memory phoneme predictions. INTERSPEECH 2010: 1946-1949 - [c16]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: 2362-2365 - [c15]Martin Wöllmer, Yang Sun, Florian Eyben, Björn W. Schuller
:
Long short-term memory networks for noise robust speech recognition. INTERSPEECH 2010: 2966-2969 - [c14]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: 33-36 - [c13]Florian Eyben, Martin Wöllmer, Björn W. Schuller
:
Opensmile: the munich versatile and fast open-source audio feature extractor. ACM Multimedia 2010: 1459-1462
2000 – 2009
- 2009
- [j3]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) - [j2]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): 366-380 (2009) - [j1]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): 1760-1774 (2009) - [c12]Florian Eyben, Martin Wöllmer, Björn W. Schuller
:
OpenEAR - Introducing the munich open-source emotion and affect recognition toolkit. ACII 2009: 1-6 - [c11]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: 1-2 - [c10]Martin Wöllmer, Florian Eyben, Björn W. Schuller
, Gerhard Rigoll:
Robust vocabulary independent keyword spotting with graphical models. ASRU 2009: 349-353 - [c9]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: 376-380 - [c8]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: 3949-3952 - [c7]Björn W. Schuller
, Salman Can, Hubertus Feußner, Martin Wöllmer, Dejan Arsic, Benedikt Hörnler:
Speech control in surgery: A field analysis and strategies. ICME 2009: 1214-1217 - [c6]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: 1595-1598 - [c5]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: 2507-2510 - [c4]Martin Wöllmer, Florian Eyben, Alex Graves, Björn W. Schuller
, Gerhard Rigoll:
Improving Keyword Spotting with a Tandem BLSTM-DBN Architecture. NOLISP 2009: 68-75 - 2008
- [c3]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: 244-253 - [c2]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: 597-600 - [c1]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: 1789-1792
Coauthor Index
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