Privacy-preserving Voice Analysis via Disentangled Representations

29 July 2020

Hamed Haddadi

Papers citing "Privacy-preserving Voice Analysis via Disentangled Representations"

29 / 29 papers shown

Title
Policy Optimization Algorithms in a Unified Framework Shuang Wu 39 0 0 04 Apr 2025
Privacy-Preserving Edge Speech Understanding with Tiny Foundation Models A. Benazir Felix Xiaozhu Lin 47 0 0 29 Jan 2025
The Interpretability of Codebooks in Model-Based Reinforcement Learning is Limited Kenneth Eaton Jonathan C. Balloch Julia Kim Mark O. Riedl FAtt OffRL 36 0 0 28 Jul 2024
Prosody-Driven Privacy-Preserving Dementia Detection Dominika Woszczyk Ranya Aloufi Soteris Demetriou 34 2 0 03 Jul 2024
Privacy-Preserving End-to-End Spoken Language Understanding Ying-Gui Wang Wei Huang Le Yang PILM 32 5 0 22 Mar 2024
Exploring Machine Learning Models for Federated Learning: A Review of Approaches, Performance, and Limitations Elaheh Jafarigol Theodore Trafalis Talayeh Razzaghi Mona Zamankhani FedML 14 1 0 17 Nov 2023
Beyond Neural-on-Neural Approaches to Speaker Gender Protection L. V. Bemmel Zhuoran Liu Nik Vaessen Martha Larson AAML 24 2 0 30 Jun 2023
Privacy in Speech Technology Tomas Bäckström 24 4 0 09 May 2023
DSVAE: Interpretable Disentangled Representation for Synthetic Speech Detection Amit Kumar Singh Yadav Kratika Bhagtani Ziyue Xiang Paolo Bestagini Stefano Tubaro Edward J. Delp DRL 31 6 0 06 Apr 2023
SPADE: Self-supervised Pretraining for Acoustic DisEntanglement John Harvill Jarred Barber Arun Nair Ramin Pishehvar SSL DRL 19 0 0 03 Feb 2023
A Review of Speech-centric Trustworthy Machine Learning: Privacy, Safety, and Fairness Tiantian Feng Rajat Hebbar Nicholas Mehlman Xuan Shi Aditya Kommineni and Shrikanth Narayanan 43 31 0 18 Dec 2022
Hiding speaker's sex in speech using zero-evidence speaker representation in an analysis/synthesis pipeline Paul-Gauthier Noé Xiaoxiao Miao Xin Wang Junichi Yamagishi J. Bonastre D. Matrouf 13 7 0 29 Nov 2022
Privacy against Real-Time Speech Emotion Detection via Acoustic Adversarial Evasion of Machine Learning Brian Testa Yi Xiao Harshit Sharma Avery Gump Asif Salekin AAML 21 7 0 17 Nov 2022
Improved disentangled speech representations using contrastive learning in factorized hierarchical variational autoencoder Yuying Xie Thomas Arildsen Zheng-Hua Tan 16 2 0 15 Nov 2022
Blinder: End-to-end Privacy Protection in Sensing Systems via Personalized Federated Learning Xin Yang Omid Ardakanian 22 3 0 24 Sep 2022
Generating gender-ambiguous voices for privacy-preserving speech recognition Dimitrios Stoidis Andrea Cavallaro 36 14 0 03 Jul 2022
Towards Battery-Free Machine Learning and Inference in Underwater Environments Yuchen Zhao Sayed Saad Afzal Waleed Akbar Osvy Rodriguez Fan Mo David E. Boyle Fadel M. Adib Hamed Haddadi 3DV 25 19 0 16 Feb 2022
Don't Judge Me by My Face : An Indirect Adversarial Approach to Remove Sensitive Information From Multimodal Neural Representation in Asynchronous Job Video Interviews Léo Hemamou Arthur Guillon Jean-Claude Martin Chloé Clavel CVBM AAML 9 3 0 18 Oct 2021
A bridge between features and evidence for binary attribute-driven perfect privacy Paul-Gauthier Noé A. Nautsch D. Matrouf Pierre-Michel Bousquet J. Bonastre 38 6 0 12 Oct 2021
Privacy-Protecting Techniques for Behavioral Biometric Data: A Survey Simon Hanisch Patricia Arias-Cabarcos Javier Parra-Arnau Thorsten Strufe CVBM 31 2 0 09 Sep 2021
The VoicePrivacy 2020 Challenge: Results and findings N. Tomashenko Xin Wang Emmanuel Vincent J. Patino B. M. L. Srivastava ... Benjamin O’Brien Anais Chanclu J. Bonastre Massimiliano Todisco Mohamed Maouche 25 105 0 01 Sep 2021
Learning Disentangled Representations in the Imaging Domain Xiao Liu Pedro Sanchez Spyridon Thermos Alison Q. OÑeil Sotirios A. Tsaftaris OOD DRL 32 71 0 26 Aug 2021
A Tandem Framework Balancing Privacy and Security for Voice User Interfaces Ranya Aloufi Hamed Haddadi David E. Boyle 20 2 0 21 Jul 2021
Protecting gender and identity with disentangled speech representations Dimitrios Stoidis Andrea Cavallaro 25 10 0 22 Apr 2021
Configurable Privacy-Preserving Automatic Speech Recognition Ranya Aloufi Hamed Haddadi David E. Boyle 19 10 0 01 Apr 2021
Understanding the Tradeoffs in Client-side Privacy for Downstream Speech Tasks Peter Wu Paul Pu Liang Jiatong Shi Ruslan Salakhutdinov Shinji Watanabe Louis-Philippe Morency 26 8 0 22 Jan 2021
Adversarial Disentanglement of Speaker Representation for Attribute-Driven Privacy Preservation Paul-Gauthier Noé Mohammad MohammadAmini D. Matrouf Titouan Parcollet Andreas Nautsch J. Bonastre 21 27 0 08 Dec 2020
Paralinguistic Privacy Protection at the Edge Ranya Aloufi Hamed Haddadi David E. Boyle 17 14 0 04 Nov 2020
Learning Adversarially Fair and Transferable Representations David Madras Elliot Creager T. Pitassi R. Zemel FaML 233 674 0 17 Feb 2018