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Project EMIL
Name: EMIL

Publications of EMIL sorted by title

A

Automatic Parkinson's disease detection from speech: Layer selection vs adaptation of foundation models, Tilak Purohit, Barbara Ruvolo, Juan Rafael Orozco-Arroyave and Mathew Magimai-Doss, in: Proceedings of IEEE International Conference Acoustics, Speech, and Signal Processing (ICASSP), 2025
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C

COMPARING DATA-DRIVEN AND HANDCRAFTED FEATURES FOR DIMENSIONAL EMOTION RECOGNITION, Bogdan Vlasenko, Sargam Vyas and Mathew Magimai-Doss, in: International Conference on Acoustics, Speech and Signal Processing, 2024
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Comparing supervised and self-supervised embedding for ExVo Multi-Task learning track, Tilak Purohit, Imen Ben Mahmoud, Bogdan Vlasenko and Mathew Magimai-Doss, 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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E

Emotion information recovery potential of wav2vec2 network fine-tuned for speech recognition task, Tilak Purohit and Mathew Magimai-Doss, in: Proceedings of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2025
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T

Towards learning emotion information from short segments of speech, Tilak Purohit, Sarthak Yadav, Bogdan Vlasenko, S. Pavankumar Dubagunta and Mathew Magimai-Doss, in: International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Rhodes Island, Greece, IEEE, 2023
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