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Time-domain speech super-resolution with GAN based modeling for telephony speaker verification


Sep 04, 2022
Saurabh Kataria, Jesús Villalba, Laureano Moro-Velázquez, Piotr Żelasko, Najim Dehak

* Submit to IEEE/ACM Transactions on Audio, Speech, and Language Processing 

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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

* 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

* Accepted at Interspeech 2022 

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Defense against Adversarial Attacks on Hybrid Speech Recognition using Joint Adversarial Fine-tuning with Denoiser


Apr 08, 2022
Sonal Joshi, Saurabh Kataria, Yiwen Shao, Piotr Zelasko, Jesus Villalba, Sanjeev Khudanpur, Najim Dehak

* Submitted to Interspeech 2022 

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AdvEst: Adversarial Perturbation Estimation to Classify and Detect Adversarial Attacks against Speaker Identification


Apr 08, 2022
Sonal Joshi, Saurabh Kataria, Jesus Villalba, Najim Dehak

* Submitted to InterSpeech 2022 

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Joint domain adaptation and speech bandwidth extension using time-domain GANs for speaker verification


Mar 30, 2022
Saurabh Kataria, Jesús Villalba, Laureano Moro-Velázquez, Najim Dehak

* submitted to Interspeech 2022 

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Discovering Phonetic Inventories with Crosslingual Automatic Speech Recognition


Jan 28, 2022
Piotr ┼╗elasko, Siyuan Feng, Laureano Moro Velazquez, Ali Abavisani, Saurabhchand Bhati, Odette Scharenborg, Mark Hasegawa-Johnson, Najim Dehak

* Accepted for publication in Computer Speech and Language 

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Code-Switching Text Augmentation for Multilingual Speech Processing


Jan 07, 2022
Amir Hussein, Shammur Absar Chowdhury, Ahmed Abdelali, Najim Dehak, Ahmed Ali


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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

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

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