Generative Extraction of Audio Classifiers for Speaker Identification

26 July 2022

Papers citing "Generative Extraction of Audio Classifiers for Speaker Identification"

34 / 34 papers shown

Title
Data-Free Model Extraction Jean-Baptiste Truong Pratyush Maini R. Walls Nicolas Papernot MIACV 50 184 0 30 Nov 2020
An End-to-End Audio Classification System based on Raw Waveforms and Mix-Training Strategy Jiaxu Chen Jing Hao Kai Chen Di Xie Shicai Yang Shiliang Pu AI4TS 23 3 0 21 Nov 2019
Thieves on Sesame Street! Model Extraction of BERT-based APIs Kalpesh Krishna Gaurav Singh Tomar Ankur P. Parikh Nicolas Papernot Mohit Iyyer MIACV MLAU 71 198 0 27 Oct 2019
Label-efficient audio classification through multitask learning and self-supervision Tyler Lee Ting Gong Suchismita Padhy Andrew Rouditchenko A. Ndirango SSL VLM 37 7 0 19 Oct 2019
High Fidelity Speech Synthesis with Adversarial Networks Mikolaj Binkowski Jeff Donahue Sander Dieleman Aidan Clark Erich Elsen Norman Casagrande Luis C. Cobo Karen Simonyan 265 240 0 25 Sep 2019
High Accuracy and High Fidelity Extraction of Neural Networks Matthew Jagielski Nicholas Carlini David Berthelot Alexey Kurakin Nicolas Papernot MLAU MIACV 68 377 0 03 Sep 2019
Deep Learning for Audio Signal Processing Hendrik Purwins Yue Liu Tuomas Virtanen Jan Schlüter Shuo-yiin Chang Tara N. Sainath VLM 55 589 0 30 Apr 2019
SirenAttack: Generating Adversarial Audio for End-to-End Acoustic Systems Tianyu Du S. Ji Jinfeng Li Qinchen Gu Ting Wang R. Beyah AAML 40 129 0 23 Jan 2019
Knockoff Nets: Stealing Functionality of Black-Box Models Tribhuvanesh Orekondy Bernt Schiele Mario Fritz MLAU 67 531 0 06 Dec 2018
Exploring Connections Between Active Learning and Model Extraction Varun Chandrasekaran Kamalika Chaudhuri Irene Giacomelli Shane Walker Songbai Yan MIACV 138 158 0 05 Nov 2018
Robust Audio Adversarial Example for a Physical Attack Hiromu Yakura Jun Sakuma AAML 43 191 0 28 Oct 2018
Hierarchical Generative Modeling for Controllable Speech Synthesis Wei-Ning Hsu Yu Zhang Ron J. Weiss Heiga Zen Yonghui Wu ... Ye Jia Zhiwen Chen Jonathan Shen Patrick Nguyen Ruoming Pang BDL 44 275 0 16 Oct 2018
Have You Stolen My Model? Evasion Attacks Against Deep Neural Network Watermarking Techniques Dorjan Hitaj L. Mancini AAML 26 54 0 03 Sep 2018
Speaker Recognition from Raw Waveform with SincNet Mirco Ravanelli Yoshua Bengio 97 706 0 29 Jul 2018
Transfer Learning from Speaker Verification to Multispeaker Text-To-Speech Synthesis Ye Jia Yu Zhang Ron J. Weiss Quan Wang Jonathan Shen ... Zhiwen Chen Patrick Nguyen Ruoming Pang Ignacio López Moreno Yonghui Wu 240 826 0 12 Jun 2018
Targeted Adversarial Examples for Black Box Audio Systems Rohan Taori Amog Kamsetty Brenton Chu N. Vemuri AAML 36 182 0 20 May 2018
PRADA: Protecting against DNN Model Stealing Attacks Mika Juuti S. Szyller Samuel Marchal Nadarajah Asokan SILM AAML 61 441 0 07 May 2018
Randomly weighted CNNs for (music) audio classification Jordi Pons Xavier Serra 52 85 0 01 May 2018
Adversarial Audio Synthesis Chris Donahue Julian McAuley M. Puckette GAN 118 609 0 12 Feb 2018
Audio Adversarial Examples: Targeted Attacks on Speech-to-Text Nicholas Carlini D. Wagner AAML 68 1,076 0 05 Jan 2018
Raw Waveform-based Audio Classification Using Sample-level CNN Architectures Jongpil Lee Taejun Kim Jiyoung Park Juhan Nam 28 67 0 04 Dec 2017
mixup: Beyond Empirical Risk Minimization Hongyi Zhang Moustapha Cissé Yann N. Dauphin David Lopez-Paz NoLa 240 9,687 0 25 Oct 2017
Evasion Attacks against Machine Learning at Test Time Battista Biggio Igino Corona Davide Maiorca B. Nelson Nedim Srndic Pavel Laskov Giorgio Giacinto Fabio Roli AAML 101 2,142 0 21 Aug 2017
Understanding Black-box Predictions via Influence Functions Pang Wei Koh Percy Liang TDI 139 2,854 0 14 Mar 2017
WaveNet: A Generative Model for Raw Audio Aaron van den Oord Sander Dieleman Heiga Zen Karen Simonyan Oriol Vinyals Alex Graves Nal Kalchbrenner A. Senior Koray Kavukcuoglu DiffM 303 7,361 0 12 Sep 2016
Stealing Machine Learning Models via Prediction APIs Florian Tramèr Fan Zhang Ari Juels Michael K. Reiter Thomas Ristenpart SILM MLAU 76 1,798 0 09 Sep 2016
Wide Residual Networks Sergey Zagoruyko N. Komodakis 268 7,951 0 23 May 2016
Identity Mappings in Deep Residual Networks Kaiming He Xinming Zhang Shaoqing Ren Jian Sun 288 10,149 0 16 Mar 2016
Practical Black-Box Attacks against Machine Learning Nicolas Papernot Patrick McDaniel Ian Goodfellow S. Jha Z. Berkay Celik A. Swami MLAU AAML 49 3,660 0 08 Feb 2016
Understanding Neural Networks Through Deep Visualization J. Yosinski Jeff Clune Anh Totti Nguyen Thomas J. Fuchs Hod Lipson FAtt AI4CE 99 1,866 0 22 Jun 2015
Distilling the Knowledge in a Neural Network Geoffrey E. Hinton Oriol Vinyals J. Dean FedML 238 19,523 0 09 Mar 2015
Intriguing properties of neural networks Christian Szegedy Wojciech Zaremba Ilya Sutskever Joan Bruna D. Erhan Ian Goodfellow Rob Fergus AAML 185 14,831 1 21 Dec 2013
Deep Inside Convolutional Networks: Visualising Image Classification Models and Saliency Maps Karen Simonyan Andrea Vedaldi Andrew Zisserman FAtt 194 7,252 0 20 Dec 2013
Visualizing and Understanding Convolutional Networks Matthew D. Zeiler Rob Fergus FAtt SSL 327 15,825 0 12 Nov 2013