Sonal Joshi

According to our database, Sonal Joshi authored at least 17 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Clean Label Attacks against SLU Systems.

Henry Li Xinyuan, Sonal Joshi, Thomas Thebaud, Jesús Villalba, Najim Dehak, Sanjeev Khudanpur

CoRR, 2024

Unraveling Adversarial Examples against Speaker Identification - Techniques for Attack Detection and Victim Model Classification.

Sonal Joshi, Thomas Thebaud, Jesús Villalba, Najim Dehak

Proceedings of the Odyssey 2024: The Speaker and Language Recognition Workshop, 2024

2023

Clustering Unsupervised Representations as Defense Against Poisoning Attacks on Speech Commands Classification System.

Thomas Thebaud, Sonal Joshi, Henry Li, Martin Sustek, Jesús Villalba, Sanjeev Khudanpur, Najim Dehak

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2023

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, Sanjeev Khudanpur, Najim Dehak

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2023

2022

Defense against Adversarial Attacks on Hybrid Speech Recognition using Joint Adversarial Fine-tuning with Denoiser.

Sonal Joshi, Saurabh Kataria, Yiwen Shao, Piotr Zelasko, Jesús Villalba, Sanjeev Khudanpur, Najim Dehak

CoRR, 2022

Chunking Defense for Adversarial Attacks on ASR.

Yiwen Shao, Jesús Villalba, Sonal Joshi, Saurabh Kataria, Sanjeev Khudanpur, Najim Dehak

Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022

AdvEst: Adversarial Perturbation Estimation to Classify and Detect Adversarial Attacks against Speaker Identification.

Sonal Joshi, Saurabh Kataria, Jesús Villalba, Najim Dehak

Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022

Defense against Adversarial Attacks on Hybrid Speech Recognition System using Adversarial Fine-tuning with Denoiser.

Sonal Joshi, Saurabh Kataria, Yiwen Shao, Piotr Zelasko, Jesús Villalba, Sanjeev Khudanpur, Najim Dehak

Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022

2021

Study of Pre-Processing Defenses Against Adversarial Attacks on State-of-the-Art Speaker Recognition Systems.

Sonal Joshi, Jesús Villalba, Piotr Zelasko, Laureano Moro-Velázquez, Najim Dehak

IEEE Trans. Inf. Forensics Secur., 2021

Adversarial Attacks and Defenses for Speech Recognition Systems.

Piotr Zelasko, Sonal Joshi, Yiwen Shao, Jesús Villalba, Jan Trmal, Najim Dehak, Sanjeev Khudanpur

CoRR, 2021

Adversarial Attacks and Defenses for Speaker Identification Systems.

Sonal Joshi, Jesús Villalba, Piotr Zelasko, Laureano Moro-Velázquez, Najim Dehak

CoRR, 2021

Representation Learning to Classify and Detect Adversarial Attacks Against Speaker and Speech Recognition Systems.

Jesús Villalba, Sonal Joshi, Piotr Zelasko, Najim Dehak

Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

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, Najim Dehak

Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

2019

Comparing Front-End Enhancement Techniques and Multiconditioned Training for Robust Automatic Speech Recognition.

Meet H. Soni, Sonal Joshi, Ashish Panda

Proceedings of the Text, Speech, and Dialogue - 22nd International Conference, 2019

Generative Noise Modeling and Channel Simulation for Robust Speech Recognition in Unseen Conditions.

Meet H. Soni, Sonal Joshi, Ashish Panda

Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019

Front-End Feature Compensation and Denoising for Noise Robust Speech Emotion Recognition.

Rupayan Chakraborty, Ashish Panda, Meghna Pandharipande, Sonal Joshi, Sunil Kumar Kopparapu

Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019

2018

Enhanced Denoising Auto-Encoder for Robust Speech Recognition in Unseen Noise Conditions.

Sonal Joshi, Ashish Panda, Biswajit Das

Proceedings of the 11th International Symposium on Chinese Spoken Language Processing, 2018