Keywords:
- Articulation
- cross-transfer knowledge
- Customer satisfaction
- Dysarthria
- fine-tuning
- Foundation Model
- intelligibility
- LoRA
- non-modal phonation
- Parkinson's disease
- Parkinson’s disease
- Peft
- Phonation
- Phonological features
- phonological vocoding
- prosody
- python
- software
- Speech for health
- speech processing
- Spoken Language Understanding
Publications of Juan Rafael Orozco-Arroyave
2025
| Automatic Parkinson's disease detection from speech: Layer selection vs adaptation of foundation models, , , and , in: Proceedings of IEEE International Conference Acoustics, Speech, and Signal Processing (ICASSP), 2025 |
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| Exploring the Complexity of Parkinson’s Patient Speech for Depression Detection task: A Qualitative Analysis, , , , and , in: Proceedings of Workshop on Speech Pathology Analysis and DEtection (SPADE), 2025 |
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2024
| Cross-transfer Knowledge between Speech and Text Encoders to Evaluate Customer Satisfaction, , , , and , in: Interspeech, Kos Island, Greece, ISCA, 2024 |
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2021
| On Modeling Glottal Source Information for Phonation Assessment in Parkinson’s Disease, , , , and , in: Proceedings of Interspeech, 2021 |
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2017
| Characterisation of voice quality of Parkinson's disease using differential phonological posterior features, , , , , and , Idiap-RR-16-2017 |
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| Characterisation of voice quality of Parkinson's disease using differential phonological posterior features, , , , , and , in: Computer Speech and Language, 2017 |
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| Multi-view Representation Learning Via GCCA for Multimodal Analysis of Parkinson's Disease, , , , , , , , , , , , , , and , in: Proceedings of 2017 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2017), 2017 |
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| NeuroSpeech: An open-source software for Parkinson's speech analysis, , , , , , , , , , , , , , and , in: Digital Signal Processing, 2017 |
[DOI] |
| On the Impact of Non-modal Phonation On Phonological Features, , , , , , , , , , , , , and , in: Proceedings of 2017 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2017), 2017 |
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2016
| On the impact of non-modal phonation on phonological features, , , , , , , , , , , , , and , Idiap-RR-28-2016 |
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