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Sonal Joshi
ORCID
Publication Activity (10 Years)
Years Active: 2018-2024
Publications (10 Years): 18
Top Topics
Partially Supervised
Speech Recognition
Attack Detection
Noise Model
Top Venues
CoRR
INTERSPEECH
Interspeech
ASRU
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Publications
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Sonal Joshi
,
Thomas Thebaud
,
Jesús Villalba
,
Najim Dehak
Unraveling Adversarial Examples against Speaker Identification - Techniques for Attack Detection and Victim Model Classification.
CoRR
(2024)
Sonal Joshi
,
Thomas Thebaud
,
Jesús Villalba
,
Najim Dehak
Unraveling Adversarial Examples against Speaker Identification - Techniques for Attack Detection and Victim Model Classification.
Odyssey
(2024)
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)
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)
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)
Sonal Joshi
,
Saurabh Kataria
,
Jesús Villalba
,
Najim Dehak
AdvEst: Adversarial Perturbation Estimation to Classify and Detect Adversarial Attacks against Speaker Identification.
INTERSPEECH
(2022)
Sonal Joshi
,
Saurabh Kataria
,
Jesús Villalba
,
Najim Dehak
AdvEst: Adversarial Perturbation Estimation to Classify and Detect Adversarial Attacks against Speaker Identification.
CoRR
(2022)
Yiwen Shao
,
Jesús Villalba
,
Sonal Joshi
,
Saurabh Kataria
,
Sanjeev Khudanpur
,
Najim Dehak
Chunking Defense for Adversarial Attacks on ASR.
INTERSPEECH
(2022)
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
(2022)
Sonal Joshi
,
Jesús Villalba
,
Piotr Zelasko
,
Laureano Moro-Velázquez
,
Najim Dehak
Adversarial Attacks and Defenses for Speaker Identification Systems.
CoRR
(2021)
Piotr Zelasko
,
Sonal Joshi
,
Yiwen Shao
,
Jesús Villalba
,
Jan Trmal
,
Najim Dehak
,
Sanjeev Khudanpur
Adversarial Attacks and Defenses for Speech Recognition Systems.
CoRR
(2021)
Jesús Villalba
,
Sonal Joshi
,
Piotr Zelasko
,
Najim Dehak
Representation Learning to Classify and Detect Adversarial Attacks Against Speaker and Speech Recognition Systems.
Interspeech
(2021)
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 (2021)
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)
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)
Meet H. Soni
,
Sonal Joshi
,
Ashish Panda
Generative Noise Modeling and Channel Simulation for Robust Speech Recognition in Unseen Conditions.
INTERSPEECH
(2019)
Meet H. Soni
,
Sonal Joshi
,
Ashish Panda
Comparing Front-End Enhancement Techniques and Multiconditioned Training for Robust Automatic Speech Recognition.
TSD
(2019)
Sonal Joshi
,
Ashish Panda
,
Biswajit Das
Enhanced Denoising Auto-Encoder for Robust Speech Recognition in Unseen Noise Conditions.
ISCSLP
(2018)