Keywords:
- accent embedding
- Accented speech
- Accentual mismatch
- acoustic generators
- Acoustic model adaptation
- acoustic modeling
- adaptation
- ADS-B data
- Aho-Corasick algorithm
- air surveillance data
- Air traffic control
- air traffic control communications
- air traffic controller
- air traffic controller’s workload
- air traffic management
- Air-Traffic Communication (ATC)
- Alzheimer's disease
- AM
- Anti-spoofing
- Arithmetic Coding
- Artificial intelligence
- Artificial Neural Networks
- ASR
- ASR robustness
- Assistant Based Speech Recognition
- association rules
- audio and voice analysis
- Audio Coding
- audiobook
- Automatic Depression Detection
- Automatic Speech Recognition
- automatic speech recognition (ASR)
- automatic speech recognition and understanding
- automatic speech understanding
- batch norm
- batch normalization
- bayesian fusion
- Benchmark
- Benchmarking
- BERT
- bias
- bias aware
- bias word error rate
- BNF
- Building Blocks
- call sign detection
- Call-sign Detection
- Call-sign Recognition
- chunking
- claim verification
- Clinical Interviews
- Command Prediction Model
- command recognition rate
- Confidence Measure (CM)
- contact-center speech
- Contextual Adaptation
- contextual ASR
- contextual biasing
- Contextualisation and adaptation of ASR
- conversational agents
- conversational AI
- conversational hallucination
- conversational modeling
- Convolutional Neural Networks
- crime scene dataset
- Criminal investigations
- Cross-modal Alignment
- Cross-modal Attentio
- Cross-modal Attention
- Customization of model
- data analysis
- Data Selection
- dataset
- deep learning
- Deep learning for speech
- deep MLPs
- Deep neural network
- deep neural networks
- Delays
- Depression Corpora
- depression detection
- dialogue
- dialogue evaluation
- dialogue flow
- dialogue simulation
- diarization
- digital mental health
- direction of arrival
- direction-of-arrival estimation
- Discourse Annotation
- Discriminative features
- DISPLACE-2
- dnn
- DOA estimation
- domain adaptation
- Domain Classification
- dropout
- Dual mode encoder
- ECAPA-TDNN embedding
- electronic flight strips
- embedding
- Encoding
- end-to-end
- end-to-end ASR
- entity linking
- entity recognition
- entity-aware evaluation
- Entropy Coding
- Environmental mismatch
- Estimation
- explainability
- F1 score
- face verification
- fact checking
- factual reporting
- Feature extraction
- fine-tuning
- finite-state transducers
- flow-aware metrics
- FM
- fmllr
- Forensics
- Foundation Models
- Frequency Domain Linear Prediction (FDLP)
- fvae-lora
- gaming
- GDPR
- GMM
- GPU decoding
- Graph Convolutional Network (GCN)
- Graph Convolutional Networks
- Graph Neural Networks
- hallucination
- hallucination detection
- high-definition video-conferencing
- HTK
- Huffman Coding
- human factors
- Human-Computer Interaction
- human-robot interaction
- hybrid system
- i-vector
- i-vectors
- information verification
- 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)
- latent space factorization
- Lattice-Free MMI
- LEA
- legal framework
- LID
- likelihood-based encoding
- limited training data
- Linear prediction
- LLM
- LLM evaluation
- LLM-based ASR
- local speaker segmentation
- logistic regression
- LoRA
- Low resource language
- low-rank adaptation
- low-resource
- LVCSR
- machine learning
- Machine Translation
- media bias
- Mental Lexicon
- MFCC
- microphone arrays
- Microphones
- model adaptation
- model fine-tuning
- 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 analysis
- network output
- neural nets
- neural network
- neural network-based sound source localization methods
- neural networks
- news media
- node weighted graphs
- non-native speech
- online speech recognition
- OOV-word recognition
- open-architecture distributed system
- OpenSky Network
- Operant Motive Test
- orchestration
- 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
- personas
- PLDA
- Position measurement
- procedural hallucination
- procedural similarity
- prompt projection
- Prompting
- pseudo-labelling
- Psycholinguistics
- rare word recognition
- Rare-word integration
- Raw Speech
- real-time ASR
- real-time audio processing
- real-time processing
- real-time speech recognition
- recurrent neural network
- reinforcement learning
- reliability estimation
- Representation and Processing
- reproducibility
- resources and evaluation
- Robots
- Robust Automatic Speech Recognition
- ROXANNE
- ROXSD
- saftety
- scenario management
- self-supervised learning
- self-supervised pre-training
- semi-supervised learning
- Semi-supervised training
- sensor fusion
- sentence embeddings
- Sentiment Analysis
- SGMM
- SGMM adaptation
- shallow fusion
- signal processing
- simulated Call Detail Records (CDRs)
- simultaneous detection
- single sound source
- situation awareness
- sound mixtures
- sound source localization
- spatial spectrum-based approaches
- speaker adaptation
- Speaker change detection
- speaker clustering
- Speaker Diarization
- 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 LLMs
- speech meta-data
- speech quality evaluations
- speech recognition
- speech synthesis
- speech understanding
- Speech-to-LLM alignment
- speech-to-text alignment
- spoken dialogue systems
- Spoken Language Understanding
- Spoken Term Detection (STD)
- spurious correlation robustness
- streaming ASR
- streaming transducer
- Subs-ace Gaussian Mixture Models
- subspace Gaussian mixture models
- supervised adaptation
- Supervised Autoencoders
- supervision
- synthetic dialogue
- synthetic NCD dataset
- System Combination
- Tandem
- task-oriented dialog
- task-oriented dialogue
- Text classification
- text denoising
- Text fine-tuning
- Text Representation
- text to speech
- Text-based speaker diarization
- text-to-speech
- text-to-speech synthesis
- topic modelling
- tower utterances
- TRACY · Law Enforcement Agencies · Suspect Detection· Non-Content Data· Social Influence Analysis· Link Prediction
- TRACY· Non-Content data· Law Enforcement Agencies · Suspect Detection· Mobile Signaling Data· ROXANNE
- training
- transfer learning
- transformer transducer
- 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
- whisper
- Whisper models
- Word Consensus Networks
- Word-Confusion-Networks
- XLS-R
- XLSR
- XLSR-Transducer
- Zipformer
Publications of Petr Motlicek sorted by first author
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| Efficient Data Selection for Domain Adaptation of ASR Using Pseudo-Labels and Multi-Stage Filtering, , , , , , , , , , , , and , in: Proc. Interspeech, 2025 |
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| Accelerating Criminal Investigations with TRACY, , , , , , , and , in: 16th EAI International Conference on Digital Forensics & Cyber Crime, 2025 |
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| Enhancing Speaker Diarization using Correlation-Based Clustering Initialization, , , and , Idiap-RR-09-2025 |
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| Speech Data Selection for Efficient ASR Fine-Tuning using Domain Classifier and Pseudo-Label Filtering, , , , , , , , , , , and , in: 2025 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2025), 2025 |
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| Mapping the Media Landscape: Predicting Factual Reporting and Political Bias Through Web Interactions, , , and , in: Proceedings of the 15th International Conference of the CLEF Association: Experimental IR Meets Multilinguality, Multimodality, and Interaction, Grenoble, France, pages 127-138, Springer Nature Switzerland, 2024 |
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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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| Idiap submission to the NIST SRE 2019 Speaker Recognition Evaluation, , , , and , Idiap-RR-15-2019 |
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| Speech Activity Detection Based on Multilingual Speech Recognition System, , and , in: Interspeech, 2021 |
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| Supervised domain adaptation for text-independent speaker verification using limited data, , , and , in: Interspeech, pages 3815-3819, 2020 |
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| Innovators@SMM4H'22: An Ensembles Approach for Stance and Premise Classification of COVID-19 Health Mandates Tweets, , , , and , in: International Conference on Computational Linguistics (COLING 2022), 2022 |
| IDIAP Submission@LT-EDI-ACL2022 : Hope Speech Detection for Equality, Diversity and Inclusion, and , in: ACL, 2022 |
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| IDIAP Submission@LT-EDI-ACL2022: Homophobia/Transphobia Detection in social media comments, and , in: ACL Proceedings, 2022 |
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| IDIAP Submission@LT-EDI-ACL2022: Detecting Signs of Depression from Social Media Text, and , in: ACL, 2022 |
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| Semi-supervised Learning with Semantic Knowledge Extraction for Improved Speech Recognition in Air Traffic Control, , , , , and , in: Proceedings of Interspeech 2017, Stockholm, Sweden, pages 2406-2410, 2017 |
[DOI] |
| Semi-supervised Learning with Semantic Knowledge Extraction for Improved Speech Recognition in Air Traffic Control, , , , , and , Idiap-RR-21-2017 |
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| Iterative Learning of Speech Recognition Models for Air Traffic Control, , , , , , and , in: Proceedings of Interspeech 2018, ISCA, Hyderabad, India, pages 3519-3523, 2018 |
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| Automatic Speech Indexing System of Bilingual Video Parliament Interventions, , , , , and , Idiap-RR-25-2013 |
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| Fast Streaming Transducer ASR Prototyping via Knowledge Distillation with Whisper, , , , , , , , and , in: Findings of the Association for Computational Linguistics: EMNLP 2024, pages 16747–16762, Association for Computational Linguistics (ACL), 2024 |
[DOI] [URL] |
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| Audio Coding Based on Long Temporal Segments: Experiments With Quantization of Excitation Signal, and , Idiap-RR-46-2006 |
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| An Empirical Comparison of Semantic Similarity Methods for Analyzing down-streaming Automatic Minuting task, , , , and , in: Pacific Asia Conference on Language, Information and Computation (PACLIC 36), In ACL Anthology Proceedings, 2022 |
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| Automatic Summarization for Creative Writing: Denoising Auto-Encoder based Pipeline Method for Generating Summary of Movie Scripts, , , , and , in: Automatic Summarization for Creative Writing, International Conference on Computational Linguistics (COLING 2022), 2022 |
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| 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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| Detecting and Labeling Folk Literature in Spoken Cultural Heritage Archives using Structural and Prosodic Features, and , in: IEEE Content Based Multimedia Indexing, 2012 |
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| VARIATIONAL BAYESIAN SPEAKER DIARIZATION OF MEETING RECORDINGS, , and , in: Proceedings of ICASSP, 2010 |
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| Speaker Diarization of Meetings based on Speaker Role N-gram Models, , and , in: Proceedings of the International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2011 |
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| Parameter-Efficient Tuning With Adaptive Bottlenecks For Automatic Speech Recognition, , , , , and , in: Proc. of the IEEE Workshop on Automatic Speech Recognition and Understanding, ASRU'23, 2023 |
[DOI] |
| End-to-end Accented Speech Recognition, , and , Idiap-RR-04-2022 |
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| End-to-End Accented Speech Recognition, , and , in: International Conference on Speech and Language Processing, Interspeech, ISCA, Graz, Austria, pages 2140-2144, 2019 |
[DOI] |
| MULTISTREAM SPEAKER DIARIZATION THROUGH INFORMATION BOTTLENECK SYSTEM OUTPUTS COMBINATION, , and , in: Proceedings of International Conference on Acoustics, Speech and Signal Processing, 2011 |
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| Context Projector: Complementary Keyword and Dialogue Context Embeddings for LLM-based ASR, , , , , , , , , , and , in: INTERSPEECH 2026, 2026 |
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| Late Fusion of the Available Lexicon and Raw Waveform-based Acoustic Modeling for Depression and Dementia Recognition, , , , , and , Idiap-RR-09-2021 |
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| Late Fusion of the Available Lexicon and Raw Waveform-based Acoustic Modeling for Depression and Dementia Recognition, , , , , and , in: Proceedings of Interspeech 2021, ISCA-International Speech Communication Association 2021, 2021 |
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| Expanded Lattice Embeddings for Spoken Document Retrieval on Informal Meetings, , , , and , Idiap-RR-06-2022 |
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| Expanded Lattice Embeddings for Spoken Document Retrieval on Informal Meetings, , , , and , in: Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, ACM, 2022 |
[DOI] |
| Probability-Aware Word-Confusion-Network-to-Text Alignment Approach for Intent Classification, , , , , , , and , in: Proceedings of the 49th IEEE International Conference on Acoustics, Speech, & Signal Processing (ICASSP) 2024, Seoul, Republic of Korea, pages 12617-12621, IEEE, 2024 |
[DOI] [URL] |
| Effectiveness of Text, Acoustic, and Lattice-based representations in Spoken Language Understanding tasks, , , , , , , , and , in: Proceedings of the 2023 IEEE International Conference on Acoustics, Speech and Signal Processing, 2023 |
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| Applying Attention Based Models for Detecting Cognitive Processes and Mental Health Conditions, , , and , Idiap-RR-01-2022 |
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| Applying Attention-Based Models for Detecting Cognitive Processes and Mental Health Conditions, , , and , in: Cognitive Computation:18, 2021 |
[DOI] [URL] |
| Idiap & UAM participation at GermEval 2020: Classification and Regression of Cognitive and Motivational Style from Text, , , , and , in: Proceedings of the GermEval 2020 Shared Task on the Classification and Regression of Cognitive and Motivational style from Text, 2020 |
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| Inferring Highly-dense Representations for Clustering Broadcast Media Content, , , and , in: The Prague Bulletin of Mathematical Linguistics, 2020 |
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