Keywords:
- assessment method
- Cerebral Palsy
- clinical application
- Convolutional neural network
- Dysarthria
- ESTOI
- feature separation
- Grassmannian discriminant analysis
- intelligibility
- P-ESTOI
- Parkinson's disease
- pathological speech detection
- pathological speech intelligibility
- reliability
- Spectral subspace
- subspace-based learning
- supervised speech representation learning
- SVD
- temporal subspace
- TTS
Publications of Parvaneh Janbakhshi sorted by journal and type
Publications of type Idiap-RR
2021
| Supervised Speech Representation Learning for Parkinson's Disease Classification, and , Idiap-RR-08-2021 |
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2020
| AUTOMATIC DYSARTHRIC SPEECH DETECTION EXPLOITING PAIRWISE DISTANCE-BASED CONVOLUTIONAL NEURAL NETWORKS, , and , Idiap-RR-32-2020 |
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IEEE Signal Processing Letters
| Subspace-based Learning for Automatic Dysarthric Speech Detection, , and , in: IEEE Signal Processing Letters, 2020 |
IEEE/ACM Transactions on Audio, Speech, and Language Processing
| Automatic pathological speech intelligibility assessment exploiting subspace-based analyses, , and , in: IEEE/ACM Transactions on Audio, Speech, and Language Processing, 28:1717 - 1728, 2020 |
[DOI] |
Annual Conference of the International Speech Communication Association (2022)
| Adversarial-free speaker identity-invariant representation learning for automatic dysarthric speech classification, and , in: Annual Conference of the International Speech Communication Association, 2022 |
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| Comparison of 5 methods for the evaluation of intelligibility in mild to moderate French dysarthric speech, , , , , , , , , and , in: Annual Conference of the International Speech Communication Association, pages 2188-2192, 2022 |
[DOI] |
International Conference on Acoustics, Speech, and Signal Processing (2022)
| Experimental investigation on STFT phase Representations for deep learning-based dysarthric speech detection, and , in: International Conference on Acoustics, Speech, and Signal Processing, 2022 |
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45th International Conference on Acoustics, Speech, and Signal Processing (2021)
| AUTOMATIC DYSARTHRIC SPEECH DETECTION EXPLOITING PAIRWISE DISTANCE-BASED CONVOLUTIONAL NEURAL NETWORKS, , and , in: 45th International Conference on Acoustics, Speech, and Signal Processing, Toronto, Canada, pages 7328–7332, 2021 |
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ITG Conference on Speech Communication (2021)
| Supervised Speech Representation Learning for Parkinson's Disease Classification, and , in: ITG Conference on Speech Communication, 2021 |
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International Conference on Acoustics, Speech, and Signal Processing (ICASSP) (2020)
| SYNTHETIC SPEECH REFERENCES FOR AUTOMATIC PATHOLOGICAL SPEECH INTELLIGIBILITY ASSESSMENT, , and , in: International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Barcelona, Spain, 2020 |
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Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) (2019)
| PATHOLOGICAL SPEECH INTELLIGIBILITY ASSESSMENT BASED ON THE SHORT-TIME OBJECTIVE INTELLIGIBILITY MEASURE, , and , in: Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Brighton, UK, pages 6405--6409, 2019 |
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Proceedings of Interspeech (2019)
| Spectral Subspace Analysis for Automatic Assessment of Pathological Speech Intelligibility, , and , in: Proceedings of Interspeech, Graz, Austria, pages 3038--3042, 2019 |
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Publications of type Phdthesis
2022
| Automatic pathological speech assessment, , École polytechnique fédérale de Lausanne, 2022 |
[DOI] |