Publications of project TAPAS
2023
| Few-shot Dysarthric Speech Recognition with Text-to-Speech Data Augmentation, and , in: Proceedings of Interspeech, pages 156-160, 2023 |
[DOI] [URL] |
| On matching data and model in LF-MMI-based dysarthric speech recognition, , École polytechnique fédérale de Lausanne, 2023 |
[DOI] [URL] |
2021
| An Objective Evaluation Framework for Pathological Speech Synthesis, , , , , and , in: Proceedings of ITG Conference on Speech Communication, 2021 |
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| Approximating the Mental Lexicon from Clinical Interviews as a Support Tool for Depression Detection, , , , and , Idiap-RR-19-2021 |
| Deep learning architectures for estimating breathing signal and respiratory parameters from speech recordings, , , , and , in: Neural Networks, 141:211--224, 2021 |
[DOI] |
| Handling acoustic variation in dysarthric speech recognition systems through model combination, and , in: Proceedings of Interspeech, 2021 |
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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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| Phoneme based Respiratory Analysis of Read Speech, , , and , in: Proceedings of European Signal Processing Conference (EUSIPCO), 2021 |
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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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| Utterance Verification-based Dysarthric Speech Intelligibility Assessment using Phonetic Posterior Features, and , in: IEEE Signal Processing Letters, 28:224 - 228, 2021 |
[DOI] |
2020
| Dysarthric Speech Recognition with Lattice-Free MMI, and , in: International Conference on Acoustics, Speech, and Signal Processing (ICASSP), pages 6109-6113, 2020 |
[DOI] [URL] |
| Estimating The Degree of Sleepiness by Integrating Articulatory Feature Knowledge In Raw Waveform Based CNNs, , and , in: International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Barcelona, Spain, 2020 |
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2019
| Automatic Diagnosis of Alzheimer's Disease Using Neural Network Language Models, , and , in: Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2019 |
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