Keywords:
- accent embedding
- Accented speech
- Accentual mismatch
- acoustic generators
- Acoustic model adaptation
- acoustic modeling
- adaptation
- ADS-B data
- air surveillance data
- Air traffic control
- air traffic control communications
- air traffic controller
- air traffic controller’s workload
- air traffic management
- Alzheimer's disease
- AM
- Anti-spoofing
- Arithmetic Coding
- Artificial intelligence
- Artificial Neural Networks
- ASR
- Assistant Based Speech Recognition
- association rules
- audio and voice analysis
- Audio Coding
- audiobook
- Automatic Speech Recognition
- automatic speech recognition and understanding
- automatic speech understanding
- batch norm
- batch normalization
- bayesian fusion
- BERT
- bias aware
- BNF
- Building Blocks
- call sign detection
- Call-sign Detection
- Call-sign Recognition
- chunking
- claim verification
- Command Prediction Model
- command recognition rate
- Confidence Measure (CM)
- Contextual Adaptation
- contextual biasing
- conversational modeling
- Convolutional Neural Networks
- Cross-modal Alignment
- Cross-modal Attentio
- Cross-modal Attention
- Customization of model
- data analysis
- deep learning
- Deep learning for speech
- deep MLPs
- Deep neural network
- deep neural networks
- Delays
- depression detection
- dialogue
- diarization
- direction of arrival
- direction-of-arrival estimation
- Discourse Annotation
- Discriminative features
- dnn
- DOA estimation
- domain adaptation
- dropout
- electronic flight strips
- Encoding
- end-to-end
- end-to-end ASR
- entity linking
- Entropy Coding
- Environmental mismatch
- Estimation
- F1 score
- face verification
- fact checking
- Feature extraction
- fine-tuning
- finite-state transducers
- FM
- fmllr
- Forensics
- Frequency Domain Linear Prediction (FDLP)
- gaming
- GDPR
- GMM
- GPU decoding
- Graph Convolutional Networks
- Graph Neural Networks
- high-definition video-conferencing
- HTK
- Huffman Coding
- human factors
- Human-Computer Interaction
- human-robot interaction
- hybrid system
- i-vector
- i-vectors
- Integration of prior knowledge
- Intent Classification
- inter-task fusion
- Interpretability
- Interpretable Models
- Iterative learning
- KeyWord Spotting (KWS)
- Keyword spotting detection
- KL-HMM
- knowledge distillation
- lan- guage identification
- language identification
- Language IDentification (LID)
- language modeling
- Language Models
- Language Production
- Language targets
- Large Language Models
- Large Vocabulary Continuous Speech Recognition (LVCSR)
- Lattice-Free MMI
- LEA
- legal framework
- LID
- likelihood-based encoding
- limited training data
- Linear prediction
- logistic regression
- Low resource language
- low-resource
- LVCSR
- machine learning
- Machine Translation
- Mental Lexicon
- MFCC
- microphone arrays
- Microphones
- model adaptation
- multi-face tracking
- multi-lingual automatic speech recognition
- multi-lingual SAD
- Multi-modal Approach
- multi-modal database
- multi-task
- multilingual acoustic modeling
- Multilingual automatic speech recognition
- Multimodal machine translation
- multimodal signal processing
- multiple remote tower
- multiple sound sources
- multiple speaker detection
- multitask acoustic modeling
- multitask learning
- multitask training
- named entity recognition
- Natural language processing
- network output
- neural nets
- neural network
- neural network-based sound source localization methods
- neural networks
- node weighted graphs
- non-native speech
- online speech recognition
- OOV-word recognition
- open-architecture distributed system
- OpenSky Network
- Operant Motive Test
- OSINT
- Out- Of-Language (OOL) detection
- out-of-domain
- Out-Of-Language (OOL) detection
- parametric speech synthesis
- parametric synthesis
- perceptual evaluation of audio quality (PEAQ)
- personal data processing
- PLDA
- Position measurement
- pseudo-labelling
- Psycholinguistics
- rare word recognition
- Rare-word integration
- Raw Speech
- real-time audio processing
- real-time processing
- real-time speech recognition
- recurrent neural network
- reinforcement learning
- reliability estimation
- Representation and Processing
- resources and evaluation
- Robots
- Robust Automatic Speech Recognition
- ROXANNE
- ROXSD
- saftety
- self-supervised pre-training
- semi-supervised learning
- Semi-supervised training
- sensor fusion
- sentence embeddings
- Sentiment Analysis
- SGMM
- SGMM adaptation
- shallow fusion
- signal processing
- simultaneous detection
- single sound source
- situation awareness
- sound mixtures
- sound source localization
- spatial spectrum-based approaches
- speaker adaptation
- Speaker change detection
- speaker clustering
- Speaker identification
- speaker recognition
- speaker role classification
- speaker role detection
- speaker role identification
- speaker turn detection
- speaker verification
- Speech activity detection
- speech coding
- speech dataset
- speech decoding
- speech meta-data
- speech quality evaluations
- speech recognition
- speech synthesis
- speech understanding
- spoken dialogue systems
- Spoken Language Understanding
- Spoken Term Detection (STD)
- streaming transducer
- Subs-ace Gaussian Mixture Models
- subspace Gaussian mixture models
- supervised adaptation
- Supervised Autoencoders
- supervision
- System Combination
- Tandem
- task-oriented dialog
- Text classification
- Text Representation
- text to speech
- Text-based speaker diarization
- text-to-speech
- text-to-speech synthesis
- tower utterances
- TRACY · Law Enforcement Agencies · Suspect Detection· Non-Content Data· Social Influence Analysis· Link Prediction
- training
- transfer learning
- transformers
- TTS
- Under-resourced data
- under-resourced languages
- under-resourced speech recognition
- unsupervised learning
- user identity linkage
- verification
- Very low bit rate speech coding
- voice-activity detection
- wav2vec 2.0
- wav2vec2
- weakly-supervised learning.
- Web data
- weighted finite state transducer
- WFST
- Word Consensus Networks
- Word-Confusion-Networks
- XLS-R
- XLSR-Transducer
Publications of Petr Motlicek
2015
| Learning Feature Mapping using Deep Neural Network Bottleneck Features for Distant Large Vocabulary Speech Recognition, , , , , and , in: IEEE International Conference on Acoustics, Speech, and Signal Processing, pages 4540-4544, 2015 |
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| Preliminary Work on Speaker Adaptation for DNN-Based Speech Synthesis, , and , Idiap-RR-02-2015 |
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| Towards utterance-based neural network adaptation in acoustic modeling, , , and , in: IEEE Automatic Speech Recognition and Understanding Workshop, pages 289-295, 2015 |
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2014
| Development of Bilingual ASR System for MediaParl Corpus, , , and , Idiap-RR-21-2014 |
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| Development of Bilingual ASR System for MediaParl Corpus, , , and , in: Proceedings of the 15th Annual Conference of the International Speech Communication Association (Interspeech 2014), Singapore, ISCA, 2014 |
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| Exploiting un-transcribed foreign data for speech recognition in well-resourced languages, , , , and , in: Proceedings IEEE International Conference on Acoustics, Speech and Signal Processing, Florence, IT, pages 2322 - 2326, IEEE, 2014 |
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| Multilingual Deep Neural Network based Acoustic Modeling For Rapid Language Adaptation, , , , , and , in: Proceedings IEEE International Conference on Acoustics, Speech and Signal Processing, Florence, pages 7639-7643, IEEE, 2014 |
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| Phoneme Background Model for Information Bottleneck based Speaker Diarization, , and , in: Interspeech 2014, 2014 |
| Phoneme Background Model for Information Bottleneck based Speaker Diarization, , and , in: Interspeech, Singapore, 2014 |
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| Stress and Accent Transmission In HMM-Based Syllable-Context Very Low Bit Rate Speech Coding, , , and , in: Interspeech, 2014 |
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| Stress and Accent Transmission In HMM-Based Syllable-Context Very Low Bit Rate Speech Coding, , , and , Idiap-RR-10-2014 |
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| The DBOX Corpus Collection of Spoken Human-Human and Human-Machine Dialogues, , , , , , , , , , , , , and , in: Proceedings of the Ninth International Conference on Language Resources and Evaluation (LREC'14), Reykjavik, Iceland, European Language Resources Association (ELRA), 2014 |
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2013
| A Simple Continuous Pitch Estimation Algorithm, , and , in: IEEE Signal Processing Letters, 20(1):102--105, 2013 |
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| ACCENT ADAPTATION USING SUBSPACE GAUSSIAN MIXTURE MODELS, , , and , Idiap-RR-38-2013 |
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| ACCENT ADAPTATION USING SUBSPACE GAUSSIAN MIXTURE MODELS, , , and , in: The 38th International Conference on Acoustics, Speech, and Signal Processing (ICASSP), IEEE, Vancouver, BC, Canada, pages 7170-7174, 2013 |
[DOI] |
| Automatic Speech Indexing System of Bilingual Video Parliament Interventions, , , , , and , Idiap-RR-25-2013 |
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| Comparing different acoustic modeling techniques for multilingual boosting, , , , and , Idiap-RR-01-2013 |
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| Crosslingual Tandem-SGMM: Exploiting Out-Of-Language Data for Acoustic Model and Feature Level Adaptation, , and , Idiap-RR-39-2013 |
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| Crosslingual Tandem-SGMM: Exploiting Out-Of-Language Data for Acoustic Model and Feature Level Adaptation, , and , in: Proceedings of the 14th Annual Conference of the International Speech Communication Association (Interspeech 2013), ISCA - International Speech Communication Association, Lyon, France, pages 510-514, ISCA, 2013 |
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| FEATURE AND SCORE LEVEL COMBINATION OF SUBSPACE GAUSSIANS IN LVCSR TASK, , and , Idiap-RR-37-2013 |
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| FEATURE AND SCORE LEVEL COMBINATION OF SUBSPACE GAUSSIANS IN LVCSR TASK, , and , in: The 38th International Conference on Acoustics, Speech, and Signal Processing (ICASSP), IEEE, Vancouver, BC, Canada, pages 7604-7608, 2013 |
[DOI] |
| Impact of deep MLP architecture on different acoustic modeling techniques for under-resourced speech recognition, , , and , in: Proceedings of the IEEE workshop on Automatic Speech Recognition and Understanding, 2013 |
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| On the (Un)importance of the Contextual Factors In HMM-Based Speech Synthesis, , and , in: Proceedings of the IEEE Intl. Conference on Acoustics, Speech and Signal Processing (ICASSP), Vancouver, Canada, pages 8140 - 8143, 2013 |
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| ON THE (UN)IMPORTANCE OF THE CONTEXTUAL FACTORS IN HMM-BASED SPEECH SYNTHESIS AND CODING, , and , Idiap-RR-06-2013 |
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| Real-Time Audio-Visual Analysis for Multiperson Videoconferencing, , , , , , , , and , in: Advances in Multimedia, 2013:21, 2013 |
[DOI] [URL] |
| Using out-of-language data to improve an under-resourced speech recognizer, , , and , in: Speech Communication, 2013 |
[DOI] [URL] |
| Using out-of-language data to improve an under-resourced speech recognizer, , , and , Idiap-RR-09-2013 |
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| Who Wants To Be A Millionaire? (II), , and , Idiap-Com-02-2013 |
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2012
| Annotation and Recognition of Personality Traits in Spoken Conversations from the AMI Meetings Corpus, , and , in: Proceedings of Interspeech 2012, 2012 |
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| Application of Subspace Gaussian Mixture Models in Contrastive Acoustic Scenarios, , , and , Idiap-RR-20-2012 |
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| Assessing the Impact of Language Style on Emergent Leadership Perception from Ubiquitous Audio, , and , in: Proceedings of the 11th International Conference on Mobile and Ubiquitous Multimedia, Ulm, Germany, 2012 |
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| Bi-Modal Authentication in Mobile Environments Using Session Variability Modelling, , , , and , Idiap-RR-18-2012 |
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| Bi-Modal Authentication in Mobile Environments Using Session Variability Modelling, , , , and , in: Proceedings of the 21st International Conference on Pattern Recognition, 2012 |
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| Comparing different acoustic modeling techniques for multilingual boosting, , , , and , in: Proceedings of Interspeech, Portland, Oregon, 2012 |
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| Conversion of Recurrent Neural Network Language Models to Weighted Finite State Transducers for Automatic Speech Recognition, and , Idiap-RR-21-2012 |
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| Conversion of Recurrent Neural Network Language Models to Weighted Finite State Transducers for Automatic Speech Recognition, and , in: Proceedings of Interspeech, Portland, Oregon, USA, pages to appear, 2012 |
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