Are disentangled representations all you need to build speaker anonymization systems?

22 August 2022

Papers citing "Are disentangled representations all you need to build speaker anonymization systems?"

17 / 17 papers shown

Title
Exploring VQ-VAE with Prosody Parameters for Speaker Anonymization Sotheara Leang Anderson Augusma E. Castelli Frédérique Letué Sethserey Sam Dominique Vaufreydaz 29 0 0 24 Sep 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
Adapting General Disentanglement-Based Speaker Anonymization for Enhanced Emotion Preservation Xiaoxiao Miao Yuxiang Zhang Xin Wang N. Tomashenko D. Soh Ian Mcloughlin 42 1 0 12 Aug 2024
A Benchmark for Multi-speaker Anonymization Xiaoxiao Miao Ruijie Tao Chang Zeng Xin Wang 44 1 0 08 Jul 2024
End-to-end Streaming model for Low-Latency Speech Anonymization Waris Quamer Ricardo Gutierrez-Osuna 31 0 0 13 Jun 2024
Speaker anonymization using neural audio codec language models Michele Panariello Francesco Nespoli Massimiliano Todisco Nicholas W. D. Evans 14 17 0 25 Sep 2023
VoicePAT: An Efficient Open-source Evaluation Toolkit for Voice Privacy Research Sarina Meyer Xiaoxiao Miao Ngoc Thang Vu 42 6 0 14 Sep 2023
Vocoder drift compensation by x-vector alignment in speaker anonymisation Michele Panariello Massimiliano Todisco Nicholas W. D. Evans 32 2 0 17 Jul 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
Speaker anonymization using orthogonal Householder neural network Xiaoxiao Miao Xin Wang Erica Cooper Junichi Yamagishi N. Tomashenko BDL 24 18 0 30 May 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 34 6 0 06 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 43 31 0 18 Dec 2022
The VoicePrivacy 2020 Challenge Evaluation Plan 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 29 43 0 14 May 2022
Language-Independent Speaker Anonymization Approach using Self-Supervised Pre-Trained Models Xiaoxiao Miao Xin Wang Erica Cooper Junichi Yamagishi N. Tomashenko 61 25 0 26 Feb 2022
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 40 84 0 13 Sep 2019