Sonal Joshi

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 18

Top Topics

Partially Supervised

Speech Recognition

Attack Detection

Top Venues

Publications

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)