Adversarial Disentanglement of Speaker Representation for Attribute-Driven Privacy Preservation

8 December 2020

Paul-Gauthier Noé

Mohammad MohammadAmini

Papers citing "Adversarial Disentanglement of Speaker Representation for Attribute-Driven Privacy Preservation"

21 / 21 papers shown

Title
Quantifying Source Speaker Leakage in One-to-One Voice Conversion Scott Wellington Xuechen Liu Junichi Yamagishi 35 0 0 22 Apr 2025
Distance Based Single-Channel Target Speech Extraction Runwu Shi Benjamin Yen Kazuhiro Nakadai 33 0 0 31 Dec 2024
Voice Conversion-based Privacy through Adversarial Information Hiding J. Webber O. Watts G. Henter Jennifer Williams Simon King 45 0 0 23 Sep 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 24 5 0 22 Mar 2024
Fairness and Privacy in Voice Biometrics:A Study of Gender Influences Using wav2vec 2.0 Oubaïda Chouchane Michele Panariello Chiara Galdi Massimiliano Todisco Nicholas W. D. Evans 27 2 0 27 Aug 2023
Representation Learning for Audio Privacy Preservation using Source Separation and Robust Adversarial Learning Diep Luong Minh Tran Shayan Gharib K. Drossos Tuomas Virtanen 28 4 0 09 Aug 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
Unlocking Foundation Models for Privacy-Enhancing Speech Understanding: An Early Study on Low Resource Speech Training Leveraging Label-guided Synthetic Speech Content Tiantian Feng Digbalay Bose Xuan Shi Shrikanth Narayanan 31 1 0 13 Jun 2023
Privacy in Speech Technology Tomas Bäckström 24 4 0 09 May 2023
Adversarial Representation Learning for Robust Privacy Preservation in Audio Shayan Gharib Minh Tran Diep Luong K. Drossos Tuomas Virtanen AAML 19 3 0 29 Apr 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 40 31 0 18 Dec 2022
Anonymizing Speech with Generative Adversarial Networks to Preserve Speaker Privacy Sarina Meyer Pascal Tilli Pavel Denisov Florian Lux Julia Koch Ngoc Thang Vu 23 31 0 13 Oct 2022
Generating gender-ambiguous voices for privacy-preserving speech recognition Dimitrios Stoidis Andrea Cavallaro 34 14 0 03 Jul 2022
A bridge between features and evidence for binary attribute-driven perfect privacy Paul-Gauthier Noé A. Nautsch D. Matrouf Pierre-Michel Bousquet J. Bonastre 36 6 0 12 Oct 2021
Beyond Voice Identity Conversion: Manipulating Voice Attributes by Adversarial Learning of Structured Disentangled Representations L. Benaroya Nicolas Obin Axel Roebel 9 5 0 26 Jul 2021
Protecting gender and identity with disentangled speech representations Dimitrios Stoidis Andrea Cavallaro 23 10 0 22 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
Introducing the VoicePrivacy Initiative N. Tomashenko B. M. L. Srivastava Xin Wang Emmanuel Vincent A. Nautsch ... Nicholas W. D. Evans J. Patino J. Bonastre Paul-Gauthier Noé Massimiliano Todisco 28 127 0 04 May 2020
Probing the Information Encoded in X-vectors Desh Raj David Snyder Daniel Povey Sanjeev Khudanpur 34 84 0 13 Sep 2019
VoxCeleb2: Deep Speaker Recognition Joon Son Chung Arsha Nagrani Andrew Zisserman 224 2,234 0 14 Jun 2018