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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
[c50] [c49] [c48] [c47] [j22] [j21] [j20] [i1] [j19] [j18] [j17] [j16] [c46] [c45] [c44] [j15] [j14] [j13] [j12] [c43] [c42] [c41] [c40] [c39] [c38] [c37] [c36] [j11] [j10] [j9] [c35] [c34] [c33] [c32] [c31] [c30] [c29] [c28] [c27] [c26] [c25] [c24] [c23] [c22] [c21] [j8] [j7] [j6] [j5] [j4] [c20] [c19] [c18] [c17] [c16] [c15] [c14] [c13] [j3] [j2] [j1] [c12] [c11] [c10] [c9] [c8] [c7] [c6] [c5] [c4] [c3] [c2] [c1]
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