Enhanced Denoising Auto-Encoder for Robust Speech Recognition in Unseen Noise Conditions. - Sonal Joshi; Ashish Panda; Biswajit Das (ISCSLP, 2018)

Front-End Feature Compensation and Denoising for Noise Robust Speech Emotion Recognition. - Rupayan Chakraborty; Ashish Panda; Meghna Pandharipande; Sonal Joshi; Sunil Kumar Kopparapu (INTERSPEECH, 2019)

Generative Noise Modeling and Channel Simulation for Robust Speech Recognition in Unseen Conditions. - Meet H. Soni; Sonal Joshi; Ashish Panda (INTERSPEECH, 2019)

Comparing Front-End Enhancement Techniques and Multiconditioned Training for Robust Automatic Speech Recognition. - Meet H. Soni; Sonal Joshi; Ashish Panda (TSD, 2019)

Automatic Detection and Assessment of Alzheimer Disease Using Speech and Language Technologies in Low-Resource Scenarios. - Raghavendra Pappagari; Jaejin Cho; Sonal Joshi; Laureano Moro-Velázquez; Piotr Zelasko; Jesús Villalba 001; Najim Dehak (Interspeech, 2021)

Representation Learning to Classify and Detect Adversarial Attacks Against Speaker and Speech Recognition Systems. - Jesús Villalba 001; Sonal Joshi; Piotr Zelasko; Najim Dehak (Interspeech, 2021)

Adversarial Attacks and Defenses for Speaker Identification Systems. - Sonal Joshi; Jesús Villalba 001; Piotr Zelasko; Laureano Moro-Velázquez; Najim Dehak (CoRR, 2021)

Adversarial Attacks and Defenses for Speech Recognition Systems. - Piotr Zelasko; Sonal Joshi; Yiwen Shao; Jesús Villalba 001; Jan Trmal; Najim Dehak; Sanjeev Khudanpur (CoRR, 2021)

Study of Pre-Processing Defenses Against Adversarial Attacks on State-of-the-Art Speaker Recognition Systems. - Sonal Joshi; Jesús Villalba 001; Piotr Zelasko; Laureano Moro-Velázquez; Najim Dehak (IEEE Trans. Inf. Forensics Secur., 2021)

Defense against Adversarial Attacks on Hybrid Speech Recognition System using Adversarial Fine-tuning with Denoiser. - Sonal Joshi; Saurabh Kataria 001; Yiwen Shao; Piotr Zelasko; Jesús Villalba 001; Sanjeev Khudanpur; Najim Dehak (INTERSPEECH, 2022)

AdvEst: Adversarial Perturbation Estimation to Classify and Detect Adversarial Attacks against Speaker Identification. - Sonal Joshi; Saurabh Kataria 001; Jesús Villalba 001; Najim Dehak (INTERSPEECH, 2022)

Chunking Defense for Adversarial Attacks on ASR. - Yiwen Shao; Jesús Villalba 001; Sonal Joshi; Saurabh Kataria 001; Sanjeev Khudanpur; Najim Dehak (INTERSPEECH, 2022)

Defense against Adversarial Attacks on Hybrid Speech Recognition using Joint Adversarial Fine-tuning with Denoiser. - Sonal Joshi; Saurabh Kataria 001; Yiwen Shao; Piotr Zelasko; Jesús Villalba 001; Sanjeev Khudanpur; Najim Dehak (CoRR, 2022)

Joint Energy-Based Model for Robust Speech Classification System Against Dirty-Label Backdoor Poisoning Attacks. - Martin Sustek; Sonal Joshi; Henry Li; Thomas Thebaud; Jesús Villalba 001; Sanjeev Khudanpur; Najim Dehak (ASRU, 2023)

Clustering Unsupervised Representations as Defense Against Poisoning Attacks on Speech Commands Classification System. - Thomas Thebaud; Sonal Joshi; Henry Li; Martin Sustek; Jesús Villalba 001; Sanjeev Khudanpur; Najim Dehak (ASRU, 2023)

Unraveling Adversarial Examples against Speaker Identification - Techniques for Attack Detection and Victim Model Classification. - Sonal Joshi; Thomas Thebaud; Jesús Villalba 001; Najim Dehak (Odyssey, 2024)

Clean Label Attacks Against SLU Systems. - Henry Li Xinyuan; Sonal Joshi; Thomas Thebaud; Jesús Villalba 001; Najim Dehak; Sanjeev Khudanpur (SLT, 2024)

Multi-Target Backdoor Attacks Against Speaker Recognition. - Alexandrine Fortier; Sonal Joshi; Thomas Thebaud; Jesús Antonio Villalba López; Najim Dehak; Patrick Cardinal (CoRR, 2025)