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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

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* 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

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* Submitted to InterSpeech 2022 

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The JHU submission to VoxSRC-21: Track 3


Sep 28, 2021
Jejin Cho, Jesus Villalba, Najim Dehak

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Adversarial Attacks and Defenses for Speech Recognition Systems


Mar 31, 2021
Piotr Żelasko, Sonal Joshi, Yiwen Shao, Jesus Villalba, Jan Trmal, Najim Dehak, Sanjeev Khudanpur

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* This work has been submitted to the IEEE for possible publication. Copyright may be transferred without notice, after which this version may no longer be accessible 

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Learning Speaker Embedding from Text-to-Speech


Oct 21, 2020
Jaejin Cho, Piotr Zelasko, Jesus Villalba, Shinji Watanabe, Najim Dehak

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x-vectors meet emotions: A study on dependencies between emotion and speaker recognition


Feb 12, 2020
Raghavendra Pappagari, Tianzi Wang, Jesus Villalba, Nanxin Chen, Najim Dehak

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* 45th International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2020 

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