Mel Frequency Spectral Domain Defenses against Adversarial Attacks on
Speech Recognition Systems

Mel Frequency Spectral Domain Defenses against Adversarial Attacks on Speech Recognition Systems

29 March 2022

Nicholas Mehlman

Anirudh Sreeram

Shrikanth Narayanan

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Papers citing "Mel Frequency Spectral Domain Defenses against Adversarial Attacks on Speech Recognition Systems"

13 / 13 papers shown

Title
Adversarial Attacks and Defenses for Speech Recognition Systems Piotr Żelasko Sonal Joshi Yiwen Shao Jesus Villalba J. Trmal Najim Dehak Sanjeev Khudanpur AAML 42 28 0 31 Mar 2021
WaveGuard: Understanding and Mitigating Audio Adversarial Examples Shehzeen Samarah Hussain Paarth Neekhara Shlomo Dubnov Julian McAuley F. Koushanfar AAML 68 74 0 04 Mar 2021
Adversarial Attack and Defense Strategies for Deep Speaker Recognition Systems Arindam Jati Chin-Cheng Hsu Monisankha Pal Raghuveer Peri Wael AbdAlmageed Shrikanth Narayanan AAML 63 66 0 18 Aug 2020
Parallel WaveGAN: A fast waveform generation model based on generative adversarial networks with multi-resolution spectrogram Ryuichi Yamamoto Eunwoo Song Jae-Min Kim 60 818 0 25 Oct 2019
MelGAN: Generative Adversarial Networks for Conditional Waveform Synthesis Kundan Kumar Rithesh Kumar T. Boissière L. Gestin Wei Zhen Teoh Jose M. R. Sotelo A. D. Brébisson Yoshua Bengio Aaron Courville GAN 165 956 0 08 Oct 2019
Certified Adversarial Robustness via Randomized Smoothing Jeremy M. Cohen Elan Rosenfeld J. Zico Kolter AAML 160 2,051 0 08 Feb 2019
Noise Flooding for Detecting Audio Adversarial Examples Against Automatic Speech Recognition K. Rajaratnam Jugal Kalita AAML 41 44 0 25 Dec 2018
Training Augmentation with Adversarial Examples for Robust Speech Recognition Sining Sun Ching-Feng Yeh Mari Ostendorf M. Hwang Lei Xie AAML 60 63 0 07 Jun 2018
Audio Adversarial Examples: Targeted Attacks on Speech-to-Text Nicholas Carlini D. Wagner AAML 97 1,083 0 05 Jan 2018
Towards Deep Learning Models Resistant to Adversarial Attacks Aleksander Madry Aleksandar Makelov Ludwig Schmidt Dimitris Tsipras Adrian Vladu SILM OOD 317 12,131 0 19 Jun 2017
Deep Speech 2: End-to-End Speech Recognition in English and Mandarin Dario Amodei Rishita Anubhai Eric Battenberg Carl Case Jared Casper ... Chong-Jun Wang Bo Xiao Dani Yogatama J. Zhan Zhenyao Zhu 141 2,974 0 08 Dec 2015
Explaining and Harnessing Adversarial Examples Ian Goodfellow Jonathon Shlens Christian Szegedy AAML GAN 282 19,121 0 20 Dec 2014
Intriguing properties of neural networks Christian Szegedy Wojciech Zaremba Ilya Sutskever Joan Bruna D. Erhan Ian Goodfellow Rob Fergus AAML 282 14,963 1 21 Dec 2013