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Sonal Joshi
Sonal Joshi
Johns Hopkins University
Verified email at tcs.com
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Year
Study of pre-processing defenses against adversarial attacks on state-of-the-art speaker recognition systems
S Joshi, J Villalba, P Żelasko, L Moro-Velázquez, N Dehak
IEEE Transactions on Information Forensics and Security 16, 4811-4826, 2021
52*2021
Automatic Detection and Assessment of Alzheimer Disease Using Speech and Language Technologies in Low-Resource Scenarios.
R Pappagari, J Cho, S Joshi, L Moro-Velázquez, P Zelasko, J Villalba, ...
Interspeech 2021, 3825-3829, 2021
512021
Adversarial attacks and defenses for speech recognition systems
P Żelasko, S Joshi, Y Shao, J Villalba, J Trmal, N Dehak, S Khudanpur
arXiv preprint arXiv:2103.17122, 2021
292021
Front-End Feature Compensation and Denoising for Noise Robust Speech Emotion Recognition.
R Chakraborty, A Panda, M Pandharipande, S Joshi, SK Kopparapu
INTERSPEECH, 3257-3261, 2019
132019
Representation learning to classify and detect adversarial attacks against speaker and speech recognition systems
J Villalba, S Joshi, P Żelasko, N Dehak
arXiv preprint arXiv:2107.04448, 2021
122021
Defense against adversarial attacks on hybrid speech recognition using joint adversarial fine-tuning with denoiser
S Joshi, S Kataria, Y Shao, P Zelasko, J Villalba, S Khudanpur, N Dehak
arXiv preprint arXiv:2204.03851, 2022
112022
Advest: Adversarial perturbation estimation to classify and detect adversarial attacks against speaker identification
S Joshi, S Kataria, J Villalba, N Dehak
arXiv preprint arXiv:2204.03848, 2022
92022
Generative Noise Modeling and Channel Simulation for Robust Speech Recognition in Unseen Conditions.
MH Soni, S Joshi, A Panda
INTERSPEECH, 441-445, 2019
72019
Enhanced denoising auto-encoder for robust speech recognition in unseen noise conditions
S Joshi, A Panda, B Das
2018 11th International Symposium on Chinese Spoken Language Processing …, 2018
42018
Comparing front-end enhancement techniques and multiconditioned training for robust automatic speech recognition
MH Soni, S Joshi, A Panda
Text, Speech, and Dialogue: 22nd International Conference, TSD 2019 …, 2019
32019
Clustering Unsupervised Representations as Defense Against Poisoning Attacks on Speech Commands Classification System
T Thebaud, S Joshi, H Li, M Sustek, J Villalba, S Khudanpur, N Dehak
2023 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU), 1-8, 2023
22023
CHiME 2018 Workshop: Enhancing beamformed audio using Time Delay Neural Network De-noising Autoencoder
S Joshi, A Panda, M Soni, R Chakraborty, S Kopparapu, N Mohanan, ...
System 1, 90.82, 2018
22018
Method and system for generating synthetic multi-conditioned data sets for robust automatic speech recognition
MH Soni, S Joshi, A Panda
US Patent 11,335,329, 2022
12022
Features search and selection techniques for speaker and speech recognition
A Panda, S Kopparapu, SS Joshi
US Patent 11,322,156, 2022
12022
Chunking Defense for Adversarial Attacks on ASR
Y Shao, J Villalba, S Joshi, S Kataria, S Khudanpur, N Dehak
Proc. Interspeech 2022, 2022
12022
NMF based front-end processing in multichannel distant speech recognition
N Mohanan, P Nayak, R Velmurugan, P Rao, S Joshi, A Panda, M Soni, ...
Proc. CHiME 2018 Workshop on Speech Processing in Everyday Environments, 70-75, 2018
12018
Unraveling Adversarial Examples against Speaker Identification--Techniques for Attack Detection and Victim Model Classification
S Joshi, T Thebaud, J Villalba, N Dehak
arXiv preprint arXiv:2402.19355, 2024
2024
Joint Energy-Based Model for Robust Speech Classification System Against Dirty-Label Backdoor Poisoning Attacks
M Sustek, S Joshi, H Li, T Thebaud, J Villalba, S Khudanpur, N Dehak
2023 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU), 1-8, 2023
2023
Countermeasures against Adversarial Attacks on Speech Technologies
S Joshi
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Articles 1–19