Keywords:
- Acoustic features
- acoustic modeling
- Adaboost
- Alzheimer's disease
- Anti-spoofing
- articulatory features
- Artificial Neural Networks
- ASR
- atypical speech
- audio deepfake
- Automatic accent assessment
- Automatic accent evaluation
- automatic gender recognition
- Automatic speaker verification (ASV)
- Automatic Speech Recognition
- automatic subword unit derivation
- bag of audio words
- bandwidth
- Benchmarking
- Binary features
- binary masking
- bioacoustics
- Blizzard Challenge
- BoAW
- boosting
- breathing pattern estimation
- breathing patterns
- call type classification
- call-type and caller classification
- Children speech recognition
- Classification
- CNN visualization
- ComParE features
- computational efficiency
- Conditional Random Fields
- confidence measures
- continuous speech recognition boosted binary features resource management
- Convolution Neural Network
- Convolutional neural network
- Convolutional Neural Networks
- COVID-19 identification
- cross-database
- cross-transfer knowledge
- Customer satisfaction
- deep learning
- deep neural networks
- deepfake detection
- depression detection
- detection
- Direction of arrival estimation
- discretization
- domain adaptation
- dynamic programming
- Dysarthria
- Dysarthric speech
- embedding
- Emotion Recognition
- emotional prosody
- end-to-end acoustic modeling
- End-to-end learning
- end-to-end modelling
- end-to-end training
- expected performance and spoofability curve
- Expressive Vocalizations
- feature representations
- feature selection
- Few-shot learning
- fine-tuning
- Finetuning
- fixed-size word patterns
- Formant identification
- Formants
- Foundation Model
- Foundation Models
- Fundamental frequency
- Fusion
- Gaussian mixture
- glottal source signals.
- grapheme
- Grapheme subword units
- grapheme subwords
- grapheme-to- phoneme conversion
- grapheme-to-phoneme conversion
- grapheme-to-phoneme converter
- Graphemes
- Hidden Markov Model
- hidden Markov models
- human skeleton estimation
- human speech
- hypoglycemia
- integration of ASV and anti-spoofing
- Inter-pretable Models
- Interpretable features
- isolated word recognition
- Kalman filters
- KL-divergence
- KL-HMM
- Kullback-Leibler divergence
- Kullback-Leibler divergence based hidden Markov model
- Kullback-Leibler divergence based HMM
- Kullback–Leibler divergence based hidden Markov model
- language disorder
- Language Production
- Large Language Models
- leaderboard
- letter-to-sound rules
- lexical model
- Lexical modeling
- Lexicon
- local posterior probability
- localization
- long-term statistics
- LoRA
- low level descriptors
- Low resource language
- machine learning
- Mental Lexicon
- microphone array
- microphone arrays
- mobile biometrics
- modalities fusion
- modified ZFF
- multi- layer perceptron
- Multi-modal Approach
- multi-stream combination
- Multi-task learning
- multilayer perceptron
- multilayer perceptron network
- Multilingual
- multilingual acoustic modeling
- Multimodal
- multiple linear regression
- Multiple speaker localization
- multiple speakers
- multiple-stream combination
- multitask learning
- neural network
- neurocomputational models
- neurodegenerative speech disorders
- Noise Robustness
- non-native speech
- non-native speech recognition
- noninvasive
- Objective Evaluation
- Objective intelligibility
- Objective intelligibility Assessment
- objective measures
- overlapping speech recognition
- Paralinguistic speech processing
- Parkinson's disease
- Parkinson's disease detection
- Parkinson’s disease
- parts-based approach
- Pathological speech
- pathological speech detection
- Pathological Speech Processing
- PC-GITA
- Peft
- Perceived fluency
- phoneme
- phoneme modeling
- Phoneme recognition
- phoneme subword units
- phoneme subwords
- phonemes
- Phonetic information
- phonetic representation
- Phonocardiogram
- Posterior features
- posterior probabilities
- pre-trained embedding
- pre-training domain
- predictive coding
- presentation attack
- Presentation Attack Detection
- probabilistic lexical modeling
- pronunciation generation
- pronunciation lexicon
- quantization
- Raw Speech
- raw waveform modelling
- raw waveforms
- raw-waveform cnn
- Reading Assessment
- recognition
- recurrent neural network
- Respiratory parameters
- S1-S2 detection
- Scottish Gaelic
- segment-level training.
- Self-Organizing Maps
- Self-supervised embedding
- self-supervised learning
- sentence mode prediction
- sign language assessment
- Sign language processing
- signal processing
- sleepiness
- speaker verification
- speaker-specific features
- spectral statistics
- Speech Analysis
- speech and audio
- speech assessment
- Speech breathing
- Speech Emotion Recognition
- Speech enhancement
- Speech for health
- Speech Foundation Models
- Speech in health
- Speech intelligibility
- speech pathology detection
- speech recognition
- speech recognition.
- speech separation
- speech synthesis
- Speech technology
- Spoken Language Understanding
- Spoofing
- spoofing detection
- Steered response power
- String matching
- SVM
- syllable-level-features
- syllables
- synthetic reference templates.
- Synthetic speech
- TANDEM features
- template-based approach
- template-based system
- Text classification
- text-to-speech synthesis
- token sequences
- tracking
- under-resource speech recognition
- under-resourced languages
- universal phoneme set
- unsupervised adaptation
- utterance verification
- voice
- voice activity detection
- Voice Conversion
- wav2vec2.0
- zero frequency filter
- Zero frequency filtering
- zero-frequency filtering
- zero-resourced speech recognition
- Zero-shot Speech Synthesis
Publications of Mathew Magimai-Doss sorted by title
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| Posterior-Based Multi-Stream Formulation To Combine Multiple Grapheme-to-Phoneme Conversion Techniques, and , Idiap-RR-33-2015 |
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| Predicting Heart Activity from Speech using Data-driven and Knowledge-based features, , and , in: Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, 2024 |
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| Presentation Attack Detection Using Long-Term Spectral Statistics for Trustworthy Speaker Verification, , and , in: International Conference of the Biometrics Special Interest Group (BIOSIG), 2016 |
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| Privacy-Sensitive Audio Features for Speech/Nonspeech Detection, , , and , Idiap-RR-12-2011 |
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| Privacy-Sensitive Audio Features for Speech/Nonspeech Detection, , , and , in: IEEE Transactions on Audio, Speech, and Language Processing, 19(8), 2011 |
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| Probabilistic Lexical Modeling and Grapheme-based Automatic Speech Recognition, and , Idiap-RR-15-2013 |
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| Probabilistic Lexical Modeling and Unsupervised Training for Zero-Resourced ASR, , and , in: Proceedings of the IEEE workshop on Automatic Speech Recognition and Understanding, 2013 |
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| Probabilistic Symbol Sequence Matching and its Application to Pathological Speech Intelligibility Assessment, , and , Idiap-RR-01-2021 |
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| Pronunciation Lexicon Development for Under-Resourced Languages Using Automatically Derived Subword Units: A Case Study on Scottish Gaelic, , and , in: 4th Biennial Workshop on Less-Resourced Languages, 2015 |
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| Pronunciation models and their evaluation using confidence measures, and , Idiap-RR-29-2001 |
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| Raw Speech Signal-based Continuous Speech Recognition using Convolutional Neural Networks, , and , Idiap-RR-15-2014 |
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| Robust overlapping speech recognition based on neural networks, , and , Idiap-RR-55-2007 |
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| Segment-level training of ANNs based on acoustic confidence measures for hybrid HMM/ANN Speech Recognition, and , in: Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2019 |
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| Signal-to-signal neural networks for improved spike estimation from calcium imaging data, , , and , in: PLoS Computational Biology, 17(3):1--19, 2021 |
[DOI] |
| SMILE Swiss German Sign Language Dataset, , , , , , , , , , , and , in: Language Resources and Evaluation Conference, 2018 |
| Speaker Change Detection with Privacy-Preserving Audio Cues, , , and , Idiap-RR-23-2009 |
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| Speaker Change Detection with Privacy-Preserving Audio Cues, , , and , in: Proceedings of ICMI-MLMI 2009, 2009 |
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| Spectro-Temporal Activity Pattern (STAP) Features for Noise Robust ASR, , , and , in: Proceedings of the INTERSPEECH-ICSLP-04, 2004 |
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| Spectro-Temporal Activity Pattern (STAP) Features for Noise Robust ASR, , , and , Idiap-RR-20-2004 |
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| Speech DF Arena: A Leaderboard for Speech DeepFake Detection Models, , , , , , , , , and , in: IEEE Open Journal of Signal Processing, 7:73--81, 2026 |
[DOI] |
| Speech power spectra: a window into neural oscillations in Parkinson's disease, and , Idiap-RR-02-2025 |
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| Speech power spectra: a window into neural oscillations in Parkinson’s disease, and , in: Proceedings of Interspeech, 2025 |
[DOI] |
| Speech Processing, , in: Interactive Multimodal Information Management, pages 221--245, EPFL Press, 2013 |
| Speech recognition of spontaneous, noisy speech using auxiliary information in Bayesian networks, , and , in: Proceedings of the 2003 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP-03), 2003 |
| Speech recognition of spontaneous, noisy speech using auxiliary information in Bayesian networks, , and , Idiap-RR-44-2002 |
| Speech recognition with auxiliary information, , and , in: IEEE Trans. on Speech and Audio Processing, 4, 2004 |
| Speech recognition with auxiliary information, , and , Idiap-RR-58-2002 |
| SSL-TTS: Leveraging Self-Supervised Embeddings and kNN Retrieval for Zero-Shot Multi-speaker TTS, , , and , Idiap-Internal-RR-38-2024 |
[URL] |
| Subunits Inference and Lexicon Development Based on Pairwise Comparison of Utterances and Signs, and , in: Information, 10:298, 2019 |
[DOI] [URL] |
| SYLLABLE LEVEL FEATURES FOR PARKINSON'S DISEASE DETECTION FROM SPEECH, and , in: ICASSP, 2024 |
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| Syllable-Level Features for Speech Pathology Detection: A Case Study of Parkinson’s Disease, and , Idiap-RR-02-2026 |
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| Synthetic References for Template-based ASR using Posterior Features, , and , in: Proceedings of Interspeech, Portland, Oregon, USA, 2012 |
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| Template-based ASR using Posterior features and synthetic references: comparing different TTS systems, , and , in: SAPA-SCALE Conference, International Speech Communication Association, 2012 |
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| Threshold Selection for Unsupervised Detection, with an Application to Microphone Arrays, , and , in: Proceedings of ICASSP 2006, 2006 |
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| Threshold Selection for Unsupervised Detection, with an Application to Microphone Arrays, , , and , Idiap-RR-52-2005 |
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| Towards Accessible Sign Language Learning and Assessment, , , and , in: ACM International Conference on Multimodal Interaction, Bangalore, INDIA, pages 626-631, 2022 |
[DOI] |
| Towards Automatic Prediction of Non-Expert Perceived Speech Fluency Ratings, , , and , Idiap-RR-11-2021 |
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| Towards Automatic Prediction of Non-Expert Perceived Speech Fluency Ratings, , , and , in: ACM International Conference on Multimodal Interaction (ICMI Companion), 2022 |
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| Towards directly modeling raw speech signal for speaker verification using CNNs, , and , Idiap-RR-30-2017 |
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| Towards directly modeling raw speech signal for speaker verification using CNNs, , and , in: IEEE International Conference on Acoustics, Speech and Signal Processing, Calgary, CANADA, pages 4884-4888, 2018 |
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| Towards Dynamic Skeleton-based Handshape Subunits for Sign Language Assessment, and , Idiap-RR-09-2024 |
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| Towards Dynamic Skeleton-based Handshape Subunits for Sign Language Assessment, and , in: Proc. of IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2025 |
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| Towards interfacing large language models with ASR systems using confidence measures and prompting, , , , and , in: Proceedings of Interspeech, pages 2980-2984, 2024 |
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