Keywords:
- acoustic modeling
- Ad hoc array calibration
- Ad hoc microphone array calibration
- Ad-hoc microphone array
- Ad-hoc microphone calibration
- adaptive training
- Adequacy of diffuseness
- AFC
- Afrikaans
- Artificial Neural Networks
- assessment method
- association rules
- audio–visual speech synchrony
- Auto-associative multilayer perceptrons
- autoencoders
- automatic disambiguation
- Automatic prosodic event detection
- Automatic Speech Recognition
- automatic speech recognition (ASR)
- Autoregressive modeling
- Bayesian recognition
- binary masking
- Binary pattern matching
- bottleneck
- Broadband beam-pattern
- Cadzow algorithm
- canonical correlation analysis
- Cerebral Palsy
- chain models
- Channel selection
- clinical application
- Compressive Acoustic Measurements
- Compressive sampling
- Compressive Sensing
- computer vision
- connectionist temporal classification (ctc)
- Conversational technologies
- Convex optimization
- Convolutive source separation
- crosslingual adaptation
- ctc
- data analysis
- data utility
- deep MLPs
- Deep neural network
- Deep neural network (DNN)
- Deep neural network posterior features
- Deep neural network posterior probabilities
- deep neural networks
- Delay-and-sum beamformer
- Dictionary learning
- difference features
- Diffuse field coherence model
- Diffuse noise coherence
- Diffuse sound coherence model
- Diffuse sound field
- Digital IIR Filters
- Digital IIR Filters
- Directivity
- discourse connectives
- Distant speech recognition
- Distributed source localization.
- dnn
- dnn-based speech recognition
- duration models
- Dynamic Bayesian Network
- Dysarthria
- e2e-lfmmi
- error correction
- Euclidean distance matrix
- evidence combination
- exemplar-based modeling
- far-field asr
- far-field speech
- Fast $k$NN
- fast adaptation
- fast training
- FC
- floor control
- Fujisaki Model
- full combination
- gaming
- Generalized cross correlation
- Generalized Trust Region Subproblem (GTRS).
- Graphemes
- Grassmannian discriminant analysis
- hidden variable
- high-dimensional sparse representations
- HMM/ANN-Hybrid
- HMMs
- human behaviour analysis
- hybrid system
- Image Model
- information bottleneck
- Information Bottleneck clustering
- Information Retrieval
- intelligibility
- Joint sparse recovery
- k-nearest neighbor (kNN) search
- Keyword Detection
- Keyword spotting detection
- KL-divergence
- KL-HMM
- kNN classifier
- Kullback-Leibler divergence
- Kullback-Leibler divergence based hidden Markov model
- Laplacian speech modeling
- Linguistic parsing
- Low bit rate speech vocoding
- low-rank representation (LRR)
- low-rank sparsity
- Matrix completion
- microphone array
- Microphone array calibration
- missing data
- missing features
- ML-adaptation
- Model-Based Compressive Sensing
- Model-based sparse recovery
- models
- multi-band
- multi-band combination
- Multi-party Speech Recognition
- Multi-speaker Localization
- multi-stream
- multi-stream processing
- multiband
- multilayer perceptron
- multilingual acoustic modeling
- multilingual ASR
- multilingual speech recognition
- Multimodal interaction
- multimodal signal processing
- multimodal speaker diarisation
- Multiparty Conversation
- multiparty meetings
- multiple time scales
- mutual information
- nearest neighbour rule of classification.
- neural network
- neural network features
- neural networks
- Noise
- noise adaptation
- noise annoyance
- noise intrusiveness
- noise reduction
- noise robust ASR
- Noisy Text
- Non-negative matrix factorization
- non-verbal features
- Objective intelligibility
- objective measures
- open-architecture distributed system
- Overlap speech
- Overlapping Speech
- overlapping speech recognition
- P-ESTOI
- Pairwise distance estimation
- PCA
- perceptual quality assessment
- Phase transform
- Phone posterior
- Phoneme classification
- phonemes
- Phonological features
- Phonological posterior
- phonological posteriors
- posterior feature
- Posterior feature space
- Posterior features
- Posterior hashing
- posterior probability
- Posterior probability structures
- Posterior representatives
- posterior space properties
- posterior-based metrics
- Principle component analysis
- Pronunciation dewarping
- Prosody Modelling
- Psychoacoustics
- Quantized posterior hashing
- query by example
- real-time processing
- reliability
- representation learning
- Reverberant enclosure
- Reverberation
- robust ASR
- Robust microphone placement
- robust recognition
- Room acoustic characterization
- Room acoustic estimation
- Room Geometry
- Room geometry estima- tion
- S-stress
- Semidefinite programming
- sensor fusion
- Single-channel source localization
- Singular value decomposition
- Social Behaviour Analysis
- Social Interactions
- Social Signal Processing
- Social signals
- soft targets
- sound source localization
- Source localization
- sparse autoencoder
- sparse coding
- Sparse Component Analysis
- Sparse modeling
- sparse overcomplete autoencoder
- Sparse Recovery
- sparse representation
- Sparse Signal Recovery
- Sparse word posterior probabilities
- sparsity
- Speaker Diarization
- Speaker localization
- speaker turn
- spectral amplitude estimation
- Spectral subspace
- Speech
- Speech Analysis
- Speech dereverberation
- Speech enhancement
- Speech intelligibility
- speech modeling
- speech processing
- speech quality
- speech recognition
- speech separation
- Speech source localization
- speech sparsity
- Speech spectral structures
- speech synthesis
- Spoken Documents Retrieval
- spoken term detection
- spontaneous meeting recordings
- Statistical Machine Translation
- Structural similarity measure
- Structured Sparse Coding
- Structured sparse representation
- Structured sparsity
- structured sparsity models
- subbands
- subjective evaluation
- subjective testing
- Subspace detection
- Superdirective beamformer
- SVD
- synchronisation
- synthetic reference templates.
- Tandem
- template-based approach
- temporal modulations
- temporal subspace
- text-to-speech synthesis
- triphone mapping
- TTS
- un- derdetermined convolutive speech separation
- under-resourced languages
- under-resourced speech recognition
- universal phoneme set
- utterance verification
- verb tense
- wav2vec 2.0
- weighting
- word emphasis
Publications of Hervé Bourlard sorted by title
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| Lattice-Free Maximum Mutual Information Training of Multilingual Speech Recognition System, , , , , and , in: In Proceedings of Interspeech 2020, pages 4746--4750, ISCA, 2020 |
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| LATTICE-FREE MMI ADAPTATION OF SELF-SUPERVISED PRETRAINED ACOUSTIC MODELS, , and , Idiap-RR-40-2020 |
[URL] |
| LATTICE-FREE MMI ADAPTATION OF SELF-SUPERVISED PRETRAINED ACOUSTIC MODELS, , and , in: Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing, 2021 |
[URL] |
| Learning to learn new models of human activities in indoor settings1, , , and , in: Interactive Multimodal Information Management, EPFL Press, 2013 |
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| Low cost duration modelling for noise robust speech recognition, , and , in: Proc. ICSLP, 2002 |
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| Low cost duration modelling for noise robust speech recognition, , and , Idiap-RR-08-2002 |
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| Low-rank and Sparse Soft Targets to Learn Better DNN Acoustic Models, , and , in: Proceedings of 2017 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2017), 2017 |
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| Low-Rank Representation of Nearest Neighbor Phone Posterior Probabilities to Enhance DNN Acoustic Modeling, , , and , Idiap-RR-04-2016 |
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| Low-Rank Representation of Nearest Neighbor Phone Posterior Probabilities to Enhance DNN Acoustic Modeling, , , and , in: Interspeech, 2016 |
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| LP Residual Features for Robust, Privacy-Sensitive Speaker Diarization, , and , Idiap-RR-14-2011 |
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| LP Residual Features for Robust, Privacy-Sensitive Speaker Diarization, , and , in: Interspeech, 2011 |
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| Machine Learning for Multimodal Interaction IV, , and , Springer-Verlag, LNCS, volume 4892, 2008 |
[DOI] |
| Machine Learning for Multimodal Interaction: First International Workshop, MLMI'2004, Springer-Verlag Heidelberg, 2005 |
| Managing Multimodal Data, Metadata and Annotations: Challenges and Solutions, , in: Multimodal Signal Processing for Human-Computer Interaction, Elsevier / Academic Press, 2009 |
| MAP Combination of Multi-Stream HMM or HMM/ANN Experts, , and , in: Proc. Eurospeech, 2001 |
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| MAP Combination of Multi-Stream HMM or HMM/ANN Experts, , and , Idiap-RR-14-2001 |
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| MediaParl: Bilingual mixed language accented speech database, , , , , and , in: Proceedings of the 2012 IEEE Workshop on Spoken Language Technology, pages 263--268, 2012 |
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| MediaParl: Bilingual mixed language accented speech database, , , , , and , Idiap-RR-03-2013 |
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| Medical image annotation, , in: Interactive Multimodal Information Management, EPFL Press, 2013 |
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| Mel-Cepstrum Modulation Spectrum (MCMS) Features for Robust ASR, , , and , in: IEEE ASRU, 2003 |
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| Mel-Cepstrum Modulation Spectrum (MCMS) Features for Robust ASR, , , and , Idiap-RR-47-2003 |
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| Microphone Array Beampattern Characterization for Hands-free Speech Applications, , and , in: IEEE 7th Sensor Array and Multichannel Signal Processing Workshop(SAM), Hoboken, NJ, USA, pages 473-476, 2012 |
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| Microphone Array Post-filter based on Noise Field Coherence, and , in: IEEE Transactions on Speech and Audio Processing, 11(6), 2003 |
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| Microphone Array Post-filter based on Noise Field Coherence, and , Idiap-RR-40-2001 |
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| Microphone Array Post-filter for Diffuse Noise Field, and , in: Proceedings of International Conference on Acoustics, Speech and Signal Processing, 2002 |
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| Microphone Array Post-filter for Diffuse Noise Field, and , Idiap-RR-39-2001 |
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| Mixed Bayesian Networks with Auxiliary Variables for Automatic Speech Recognition, , and , in: International Conference on Pattern Recognition (ICPR~2002), 2002 |
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| Mixed Bayesian Networks with Auxiliary Variables for Automatic Speech Recognition, , and , Idiap-RR-45-2001 |
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| MLP Based Hierarchical System for Task Adaptation in ASR, , and , in: Proceedings of the IEEE workshop on Automatic Speech Recognition and Understanding, Merano, Italy, 2009 |
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| MLP-based Factor Analysis for Tandem Speech Recognition, and , in: Proceedings of the International Conference on Acoustics, Speech and Signal Processing, 2013 |
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| MLP-based Log Spectral Energy Mapping for Robust Overlapping Speech Recognition, , , and , Idiap-RR-54-2007 |
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| Mobile Social Signal Processing: vision and research issues, , and , in: Proceedings of the International Workshop on Mobile HCI, Lisbon, pages 513-516, 2010 |
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| Model-Based Compressive Sensing for Multi-Party Distant Speech Recognition, , and , Idiap-RR-04-2011 |
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| Model-based Compressive Sensing for Multi-party Distant Speech Recognition, , and , in: 2011 IEEE International Conference on Acoustics, Speech and Signal Processing, 2011 |
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| Model-based Sparse Component Analysis for Reverberant Speech Localization, , , and , in: 2014 IEEE International Conference on Acoustics, Speech and Signal Processing, pages 1439 - 1443, IEEE, 2014 |
[DOI] |
| Modeling Auxiliary Information in Bayesian Network Based ASR, , and , in: 7th European Conference on Speech Communication and Technology (Eurospeech~2001), 2001 |
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| Modeling Auxiliary Information in Bayesian Network Based ASR, , and , Idiap-RR-11-2001 |
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| Modeling Human Interaction in Meetings, , , , , , , and , in: Proceedings of International Conference on Acoustics, Speech and Signal Processing, 2003 |
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| Modeling Human Interaction in Meetings, , , , , , , and , Idiap-RR-59-2002 |
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| Modeling Overlapping Speech using Vector Taylor Series, , and , in: Odyssey: The Speaker and Language Recognition Workshop, Joensuu, Finland, 2014 |
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| Modelling Auxiliary Features in Tandem Systems, , , and , in: Proceedings of ICSLP, 2004 |
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| Modelling Auxiliary Features in Tandem Systems, , , and , Idiap-RR-21-2004 |
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