Martin Wöllmer
According to our database1,
Martin Wöllmer
authored at least 74 papers
between 2008 and 2017.
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Bibliography
2017
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017
2015
Cross-corpus acoustic emotion recognition: Variances and strategies (Extended abstract).
Proceedings of the 2015 International Conference on Affective Computing and Intelligent Interaction, 2015
Proceedings of the 2015 International Conference on Affective Computing and Intelligent Interaction, 2015
Context-sensitive learning for enhanced audiovisual emotion classification (Extended abstract).
Proceedings of the 2015 International Conference on Affective Computing and Intelligent Interaction, 2015
2014
IEEE ACM Trans. Audio Speech Lang. Process., 2014
Probabilistic speech feature extraction with context-sensitive Bottleneck neural networks.
Neurocomputing, 2014
Feature enhancement by deep LSTM networks for ASR in reverberant multisource environments.
Comput. Speech Lang., 2014
CoRR, 2014
2013
Image Vis. Comput., 2013
IEEE Intell. Syst., 2013
Noise robust ASR in reverberated multisource environments applying convolutive NMF and Long Short-Term Memory.
Comput. Speech Lang., 2013
Feature enhancement by bidirectional LSTM networks for conversational speech recognition in highly non-stationary noise.
Proceedings of the IEEE International Conference on Acoustics, 2013
Probabilistic asr feature extraction applying context-sensitive connectionist temporal classification networks.
Proceedings of the IEEE International Conference on Acoustics, 2013
Speaker trait characterization in web videos: Uniting speech, language, and facial features.
Proceedings of the IEEE International Conference on Acoustics, 2013
2012
PhD thesis, 2012
A multitask approach to continuous five-dimensional affect sensing in natural speech.
ACM Trans. Interact. Intell. Syst., 2012
IEEE Trans. Affect. Comput., 2012
IEEE Trans. Affect. Comput., 2012
Cogn. Comput., 2012
Proceedings of the Advances in Neural Networks - ISNN 2012, 2012
Proceedings of the 5th International Symposium on Communications, 2012
Temporal and Situational Context Modeling for Improved Dominance Recognition in Meetings.
Proceedings of the INTERSPEECH 2012, 2012
Combining Bottleneck-BLSTM and Semi-Supervised Sparse NMF for Recognition of Conversational Speech in Highly Instationary Noise.
Proceedings of the INTERSPEECH 2012, 2012
Analyzing the memory of BLSTM Neural Networks for enhanced emotion classification in dyadic spoken interactions.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012
Non-negative matrix factorization for highly noise-robust ASR: To enhance or to recognize?
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012
Proceedings of the 10th ITG Conference on Speech Communication, 2012
Sparse, Hierarchical and Semi-Supervised Base Learning for Monaural Enhancement of Conversational Speech.
Proceedings of the 10th ITG Conference on Speech Communication, 2012
2011
Tandem decoding of children's speech for keyword detection in a child-robot interaction scenario.
ACM Trans. Speech Lang. Process., 2011
IEEE Trans. Intell. Transp. Syst., 2011
Künstliche Intell., 2011
Proceedings of the AES International Conference Semantic Audio 2011, 2011
Proceedings of the Advances in Nonlinear Speech Processing, 2011
Robust Multi-stream Keyword and Non-linguistic Vocalization Detection for Computationally Intelligent Virtual Agents.
Proceedings of the Advances in Neural Networks - ISNN 2011, 2011
Automatic Assessment of Singer Traits in Popular Music: Gender, Age, Height and Race.
Proceedings of the 12th International Society for Music Information Retrieval Conference, 2011
Proceedings of the Intelligent Technologies for Interactive Entertainment, 2011
Speech-Based Non-Prototypical Affect Recognition for Child-Robot Interaction in Reverberated Environments.
Proceedings of the INTERSPEECH 2011, 2011
Proceedings of the INTERSPEECH 2011, 2011
Feature Frame Stacking in RNN-Based Tandem ASR Systems - Learned vs. Predefined Context.
Proceedings of the INTERSPEECH 2011, 2011
Proceedings of the IEEE International Conference on Acoustics, 2011
Localization of non-linguistic events in spontaneous speech by Non-Negative Matrix Factorization and Long Short-Term Memory.
Proceedings of the IEEE International Conference on Acoustics, 2011
Proceedings of the Ninth IEEE International Conference on Automatic Face and Gesture Recognition (FG 2011), 2011
String-based audiovisual fusion of behavioural events for the assessment of dimensional affect.
Proceedings of the Ninth IEEE International Conference on Automatic Face and Gesture Recognition (FG 2011), 2011
Proceedings of the Cognitive Behavioural Systems, 2011
Proceedings of the 2011 IEEE Workshop on Automatic Speech Recognition & Understanding, 2011
A novel bottleneck-BLSTM front-end for feature-level context modeling in conversational speech recognition.
Proceedings of the 2011 IEEE Workshop on Automatic Speech Recognition & Understanding, 2011
2010
IEEE Trans. Affect. Comput., 2010
Combining Long Short-Term Memory and Dynamic Bayesian Networks for Incremental Emotion-Sensitive Artificial Listening.
IEEE J. Sel. Top. Signal Process., 2010
On-line emotion recognition in a 3-D activation-valence-time continuum using acoustic and linguistic cues.
J. Multimodal User Interfaces, 2010
Bidirectional LSTM Networks for Context-Sensitive Keyword Detection in a Cognitive Virtual Agent Framework.
Cogn. Comput., 2010
Emotion on the Road - Necessity, Acceptance, and Feasibility of Affective Computing in the Car.
Adv. Hum. Comput. Interact., 2010
Proceedings of the 18th International Conference on Multimedia 2010, 2010
3d gesture recognition applying long short-term memory and contextual knowledge in a CAVE.
Proceedings of the 1st ACM international workshop on Multimodal pervasive video analysis, 2010
Proceedings of the INTERSPEECH 2010, 2010
Context-sensitive multimodal emotion recognition from speech and facial expression using bidirectional LSTM modeling.
Proceedings of the INTERSPEECH 2010, 2010
Recognition of spontaneous conversational speech using long short-term memory phoneme predictions.
Proceedings of the INTERSPEECH 2010, 2010
Spoken term detection with Connectionist Temporal Classification: A novel hybrid CTC-DBN decoder.
Proceedings of the IEEE International Conference on Acoustics, 2010
Non-negative matrix factorization as noise-robust feature extractor for speech recognition.
Proceedings of the IEEE International Conference on Acoustics, 2010
Switching Linear Dynamic Models for Recognition of Emotionally Colored and Noisy Speech.
Proceedings of the 9. ITG-Fachtagung Sprachkommunikation 2010, 2010
2009
Being bored? Recognising natural interest by extensive audiovisual integration for real-life application.
Image Vis. Comput., 2009
A multidimensional dynamic time warping algorithm for efficient multimodal fusion of asynchronous data streams.
Neurocomputing, 2009
Recognition of Noisy Speech: A Comparative Survey of Robust Model Architecture and Feature Enhancement.
EURASIP J. Audio Speech Music. Process., 2009
Proceedings of the Advances in Nonlinear Speech Processing, 2009
Proceedings of the INTERSPEECH 2009, 2009
Data-driven clustering in emotional space for affect recognition using discriminatively trained LSTM networks.
Proceedings of the INTERSPEECH 2009, 2009
Proceedings of the 2009 IEEE International Conference on Multimedia and Expo, 2009
Robust discriminative keyword spotting for emotionally colored spontaneous speech using bidirectional LSTM networks.
Proceedings of the IEEE International Conference on Acoustics, 2009
Proceedings of the 2009 IEEE Workshop on Automatic Speech Recognition & Understanding, 2009
From speech to letters - using a novel neural network architecture for grapheme based ASR.
Proceedings of the 2009 IEEE Workshop on Automatic Speech Recognition & Understanding, 2009
Proceedings of the Affective Computing and Intelligent Interaction, 2009
Proceedings of the Affective Computing and Intelligent Interaction, 2009
2008
Abandoning emotion classes - towards continuous emotion recognition with modelling of long-range dependencies.
Proceedings of the INTERSPEECH 2008, 2008
Speech recognition in noisy environments using a switching linear dynamic model for feature enhancement.
Proceedings of the INTERSPEECH 2008, 2008
Proceedings of the Pattern Recognition, 2008