Keywords:
- assessment method
- Cerebral Palsy
- ChatGPT
- clinical application
- deep learning
- distance measures
- Dysarthria
- Emotion Recognition
- fvae-lora
- Graph Convolutional Networks
- Grassmannian discriminant analysis
- Important Features
- In-context learning
- intelligibility
- Interpretability
- intra-speaker variability
- intrinsic acoustic features
- Large Language Model (LLM)
- latent space factorization
- LoRA
- low-rank adaptation
- MCCA
- neurodegenerative speech disorders
- noise reduction
- P-ESTOI
- Parkinson's disease
- Parkinson’s disease
- pathological speakers
- Pathological speech
- pathological speech detection
- reliability
- Spectral subspace
- Speech enhancement
- speech processing
- spurious correlation robustness
- SVD
- temporal subspace
- TTS
Publications of Ina Kodrasi sorted by journal and type
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EUSIPCO (2024)
| Test-time adaptation for automatic pathological speech detection in noisy environments, and , in: EUSIPCO, 2024 |
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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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IEEE International Conference on Acoustics, Speech and Signal Processing (2021)
| Automatic and perceptual discrimination between dysarthria, apraxia of speech, and neurotypical speech, , , and , in: IEEE International Conference on Acoustics, Speech and Signal Processing, 2021 |
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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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European Signal Processing Conference, EUSIPCO 2021 (2021)
| Multi-task Single Channel Speech Enhancement Using Speech Presence Probability As A Secondary Task Training Target, , and , in: European Signal Processing Conference, EUSIPCO 2021, 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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Interspeech (2020)
| Automatic Discrimination of Apraxia of Speech and Dysarthria using a Minimalistic Set of Handcrafted Features, , , and , in: Interspeech, 2020 |
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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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IEEE International Conference on Acoustics, Speech and Signal Processing (2019)
| Joint estimation of RETF vector and power spectral densities for speech enhancement based on alternating least squares, , and , in: IEEE International Conference on Acoustics, Speech and Signal Processing, pages 795--799, 2019 |
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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IEEE International Conference on Acoustics, Speech and Signal Processing (2019)
| Super-gaussianity of Speech Spectral Coefficients as a Potential Biomarker for Dysarthric Speech Detection, and , in: IEEE International Conference on Acoustics, Speech and Signal Processing, 2019 |
Proc. International Conference on Acoustics, Speech, and Signal Processing (2018)
| Complexity reduction of eigenvalue decomposition-based diffuse power spectral density estimators using the power method, , and , in: Proc. International Conference on Acoustics, Speech, and Signal Processing, Calgary, Canada, pages 451-455, 2018 |
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Proc. EuroNoise 2018 (2018)
| Experimental evaluation of speech enhancement methods in remote microphone systems for hearing aids, , , , and , in: Proc. EuroNoise 2018, Crete, Greece, pages 351-358, 2018 |
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Proc. ITG conference on Speech Communication (2018)
| Iterative alternating least-aquares approach to jointly estimate the RETFs and the diffuse PSD, , and , in: Proc. ITG conference on Speech Communication, Oldenburg, Germany, 2018 |
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Proc. International Conference on Acoustics, Speech, and Signal Processing (2018)
| Joint late reverberation and noise power spectral density estimation in a spatially homogeneous noise field, and , in: Proc. International Conference on Acoustics, Speech, and Signal Processing, Calgary, Canada, pages 441-445, 2018 |
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Proc. Annual Conference of the International Speech Communication Association (2018)
| Single-channel late reverberation power spectral density estimation using denoising autoencoders, and , in: Proc. Annual Conference of the International Speech Communication Association, Hyderabad, India, 2018 |
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Proc. ITG conference on Speech Communication (2018)
| Statistical modeling of speech spectral coefficients in patients with Parkinson's disease, and , in: Proc. ITG conference on Speech Communication, Oldenburg, Germany, 2018 |
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