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Regularizing Contrastive Predictive Coding for Speech Applications


Apr 26, 2023
Saurabhchand Bhati, Jes├║s Villalba, Piotr ┼╗elasko, Laureano Moro-Velazquez, Najim Dehak

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Stabilized training of joint energy-based models and their practical applications


Mar 07, 2023
Martin Sustek, Samik Sadhu, Lukas Burget, Hynek Hermansky, Jesus Villalba, Laureano Moro-Velazquez, Najim Dehak

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Non-Contrastive Self-supervised Learning for Utterance-Level Information Extraction from Speech


Aug 10, 2022
Jaejin Cho, Jes'us Villalba, Laureano Moro-Velazquez, Najim Dehak

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* EARLY ACCESS of IEEE JSTSP Special Issue on Self-Supervised Learning for Speech and Audio Processing 

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Non-Contrastive Self-Supervised Learning of Utterance-Level Speech Representations


Aug 10, 2022
Jaejin Cho, Raghavendra Pappagari, Piotr ┼╗elasko, Laureano Moro-Velazquez, Jes├║s Villalba, Najim Dehak

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* Accepted at Interspeech 2022 

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Unsupervised Speech Segmentation and Variable Rate Representation Learning using Segmental Contrastive Predictive Coding


Oct 08, 2021
Saurabhchand Bhati, Jes├║s Villalba, Piotr ┼╗elasko, Laureano Moro-Velazquez, Najim Dehak

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* arXiv admin note: substantial text overlap with arXiv:2106.02170 

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Beyond Isolated Utterances: Conversational Emotion Recognition


Sep 13, 2021
Raghavendra Pappagari, Piotr ┼╗elasko, Jes├║s Villalba, Laureano Moro-Velazquez, Najim Dehak

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* Accepted for ASRU 2021 

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Pathological voice adaptation with autoencoder-based voice conversion


Jun 15, 2021
Marc Illa, Bence Mark Halpern, Rob van Son, Laureano Moro-Velazquez, Odette Scharenborg

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* 6 pages, 3 figures. Accepted to the 11th ISCA Speech Synthesis Workshop (2021) 

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Segmental Contrastive Predictive Coding for Unsupervised Word Segmentation


Jun 03, 2021
Saurabhchand Bhati, Jes├║s Villalba, Piotr ┼╗elasko, Laureano Moro-Velazquez, Najim Dehak

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Artificial Intelligence applied to chest X-Ray images for the automatic detection of COVID-19. A thoughtful evaluation approach


Nov 29, 2020
Julian D. Arias-Londo├▒o, Jorge A. Gomez-Garcia, Laureano Moro-Velazquez, Juan I. Godino-Llorente

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