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ORCIDSonal Joshi
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2020 – today
- 2024
[c12]Sonal Joshi, Thomas Thebaud, Jesús Villalba, Najim Dehak:
Unraveling Adversarial Examples against Speaker Identification - Techniques for Attack Detection and Victim Model Classification. Odyssey 2024: 165-171- [i6]Sonal Joshi, Thomas Thebaud, Jesús Villalba, Najim Dehak:
Unraveling Adversarial Examples against Speaker Identification - Techniques for Attack Detection and Victim Model Classification. CoRR abs/2402.19355 (2024) - [i5]Henry Li Xinyuan, Sonal Joshi, Thomas Thebaud, Jesús Villalba, Najim Dehak, Sanjeev Khudanpur:
Clean Label Attacks against SLU Systems. CoRR abs/2409.08985 (2024) - 2023
- [c11]Martin Sustek, Sonal Joshi, Henry Li, Thomas Thebaud, Jesús Villalba, Sanjeev Khudanpur, Najim Dehak:
Joint Energy-Based Model for Robust Speech Classification System Against Dirty-Label Backdoor Poisoning Attacks. ASRU 2023: 1-8 - [c10]Thomas Thebaud, Sonal Joshi, Henry Li, Martin Sustek, Jesús Villalba, Sanjeev Khudanpur, Najim Dehak:
Clustering Unsupervised Representations as Defense Against Poisoning Attacks on Speech Commands Classification System. ASRU 2023: 1-8 - 2022
- [c9]Sonal Joshi
, Saurabh Kataria, Yiwen Shao, Piotr Zelasko, Jesús Villalba, Sanjeev Khudanpur, Najim Dehak:
Defense against Adversarial Attacks on Hybrid Speech Recognition System using Adversarial Fine-tuning with Denoiser. INTERSPEECH 2022: 5035-5039 - [c8]Yiwen Shao, Jesús Villalba, Sonal Joshi, Saurabh Kataria, Sanjeev Khudanpur, Najim Dehak:
Chunking Defense for Adversarial Attacks on ASR. INTERSPEECH 2022: 5045-5049 - [c7]Sonal Joshi, Saurabh Kataria, Jesús Villalba, Najim Dehak:
AdvEst: Adversarial Perturbation Estimation to Classify and Detect Adversarial Attacks against Speaker Identification. INTERSPEECH 2022: 5060-5064 - [i4]Sonal Joshi, Saurabh Kataria, Jesús Villalba, Najim Dehak:
AdvEst: Adversarial Perturbation Estimation to Classify and Detect Adversarial Attacks against Speaker Identification. CoRR abs/2204.03848 (2022) - [i3]Sonal Joshi, Saurabh Kataria, Yiwen Shao, Piotr Zelasko, Jesús Villalba, Sanjeev Khudanpur, Najim Dehak:
Defense against Adversarial Attacks on Hybrid Speech Recognition using Joint Adversarial Fine-tuning with Denoiser. CoRR abs/2204.03851 (2022) - 2021
- [j1]Sonal Joshi, Jesús Villalba, Piotr Zelasko, Laureano Moro-Velázquez, Najim Dehak:
Study of Pre-Processing Defenses Against Adversarial Attacks on State-of-the-Art Speaker Recognition Systems. IEEE Trans. Inf. Forensics Secur. 16: 4811-4826 (2021) - [c6]Raghavendra Pappagari, Jaejin Cho, Sonal Joshi, Laureano Moro-Velázquez, Piotr Zelasko, Jesús Villalba, Najim Dehak:
Automatic Detection and Assessment of Alzheimer Disease Using Speech and Language Technologies in Low-Resource Scenarios. Interspeech 2021: 3825-3829 - [c5]Jesús Villalba, Sonal Joshi, Piotr Zelasko, Najim Dehak:
Representation Learning to Classify and Detect Adversarial Attacks Against Speaker and Speech Recognition Systems. Interspeech 2021: 4304-4308 - [i2]Sonal Joshi, Jesús Villalba, Piotr Zelasko, Laureano Moro-Velázquez, Najim Dehak:
Adversarial Attacks and Defenses for Speaker Identification Systems. CoRR abs/2101.08909 (2021) - [i1]Piotr Zelasko, Sonal Joshi, Yiwen Shao, Jesús Villalba, Jan Trmal, Najim Dehak, Sanjeev Khudanpur:
Adversarial Attacks and Defenses for Speech Recognition Systems. CoRR abs/2103.17122 (2021)
2010 – 2019
- 2019
- [c4]Meet H. Soni, Sonal Joshi, Ashish Panda:
Generative Noise Modeling and Channel Simulation for Robust Speech Recognition in Unseen Conditions. INTERSPEECH 2019: 441-445 - [c3]Rupayan Chakraborty, Ashish Panda, Meghna Pandharipande, Sonal Joshi, Sunil Kumar Kopparapu:
Front-End Feature Compensation and Denoising for Noise Robust Speech Emotion Recognition. INTERSPEECH 2019: 3257-3261 - [c2]Meet H. Soni, Sonal Joshi, Ashish Panda:
Comparing Front-End Enhancement Techniques and Multiconditioned Training for Robust Automatic Speech Recognition. TSD 2019: 329-340 - 2018
- [c1]Sonal Joshi, Ashish Panda, Biswajit Das:
Enhanced Denoising Auto-Encoder for Robust Speech Recognition in Unseen Noise Conditions. ISCSLP 2018: 359-363
Coauthor Index
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