Publications of EMIL sorted by recency
| Listening to Hypoglycemia: Voice as a Biomarker for Detection of a Medical Emergency Using Machine Learning, , , , , , , , , , , and , in: Diabetes Care, 2025 |
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| On Detection of Depression in Parkinson's Disease Patients' Speech: Handcrafted Features vs. Speech Foundation Models, , , and , in: Automatic Assessment of Parkinsonian Speech, Springer Nature Switzerland AG, 2025 |
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| Speech power spectra: a window into neural oscillations in Parkinson’s disease, and , in: Proceedings of Interspeech, 2025 |
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| Unsupervised Rhythm and Voice Conversion to Improve ASR on Dysarthric Speech, , , and , in: Proceedings of Interspeech, Rotterdam, Netherlands, ISCA, 2025 |
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| Speech power spectra: a window into neural oscillations in Parkinson's disease, and , Idiap-RR-02-2025 |
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| Multidisciplinary characterization of embarrassment through behavioral and acoustic modeling, , , , , and , in: Scientific reports, 2025 |
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| Emotion information recovery potential of wav2vec2 network fine-tuned for speech recognition task, and , in: Proceedings of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Hyderabad, India, IEEE, 2025 |
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| Automatic Parkinson’s disease detection from speech: Layer selection vs adaptation of foundation models, , , and , in: Proceedings of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Hyderabad, India, IEEE, 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), Hyderabad, India, IEEE, 2025 |
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| Neurocomputational model of speech recognition for pathological speech detection: a case study on Parkinson’s disease speech detection, and , in: Proceedings of Interspeech, Kos Island, Greece, pages 3590-3594, 2024 |
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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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| Cross-transfer Knowledge between Speech and Text Encoders to Evaluate Customer Satisfaction, , , , and , in: Proceedings of Interspeech, Kos Island, Greece, ISCA, 2024 |
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| COMPARING DATA-DRIVEN AND HANDCRAFTED FEATURES FOR DIMENSIONAL EMOTION RECOGNITION, , and , in: International Conference on Acoustics, Speech and Signal Processing, 2024 |
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| SYLLABLE LEVEL FEATURES FOR PARKINSON'S DISEASE DETECTION FROM SPEECH, and , in: ICASSP, 2024 |
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| A Study on the Importance of Formant Transitions for Stop-Consonant Classification in VCV Sequence, , , and , in: Proceedings of Interspeech, Dublin, Ireland, ISCA, 2023 |
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| Implicit phonetic information modeling for speech emotion recognition, , and , in: Proceedings of Interspeech, Dublin, Ireland, ISCA, 2023 |
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| Towards learning emotion information from short segments of speech, , , , and , in: Proceedings of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Rhodes Island, Greece, IEEE, 2023 |
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| Comparing Biosignal and Acoustic feature Representation for Continuous Emotion Recognition, , , , and , in: International Multimodal Sentiment Analysis Workshop and Challenge, 2022 |
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| Comparing supervised and self-supervised embedding for ExVo Multi-Task learning track, , , and , in: Proceedings of the ICML Expressive Vocalizations Workshop held in conjunction with the 39th International Conference on Machine Learning, Maryland, USA, 2022 |
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