Differentially Private Speaker Anonymization

23 February 2022

Ali Shahin Shamsabadi

Papers citing "Differentially Private Speaker Anonymization"

23 / 23 papers shown

Title
Quantized Approximate Signal Processing (QASP): Towards Homomorphic Encryption for audio Tu Duyen Nguyen Adrien Lesage Clotilde Cantini Rachid Riad 10 0 0 15 May 2025
Inference Attacks for X-Vector Speaker Anonymization L. A. Bauer Wenxuan Bao Malvika Jadhav Vincent Bindschaedler 9 0 0 13 May 2025
Masked Differential Privacy David Schneider Sina Sajadmanesh Vikash Sehwag Saquib Sarfraz Rainer Stiefelhagen Lingjuan Lyu Vivek Sharma 28 0 0 22 Oct 2024
Adapting General Disentanglement-Based Speaker Anonymization for Enhanced Emotion Preservation Xiaoxiao Miao Yuxiang Zhang Xin Wang N. Tomashenko D. Soh Ian Mcloughlin 36 1 0 12 Aug 2024
Overview of Speaker Modeling and Its Applications: From the Lens of Deep Speaker Representation Learning Shuai Wang Zheng-Shou Chen Kong Aik Lee Yan-min Qian Haizhou Li 26 4 0 21 Jul 2024
A Benchmark for Multi-speaker Anonymization Xiaoxiao Miao Ruijie Tao Chang Zeng Xin Wang 36 1 0 08 Jul 2024
Probing the Feasibility of Multilingual Speaker Anonymization Sarina Meyer Florian Lux Ngoc Thang Vu 39 3 0 03 Jul 2024
Privacy-Preserving Instructions for Aligning Large Language Models Da Yu Peter Kairouz Sewoong Oh Zheng Xu 32 17 0 21 Feb 2024
The Art of Deception: Robust Backdoor Attack using Dynamic Stacking of Triggers Orson Mengara AAML 41 3 0 03 Jan 2024
SAIC: Integration of Speech Anonymization and Identity Classification Ming Cheng Xingjian Diao Shitong Cheng Wenjun Liu 40 6 0 23 Dec 2023
Speaker anonymization using neural audio codec language models Michele Panariello Francesco Nespoli Massimiliano Todisco Nicholas W. D. Evans 9 17 0 25 Sep 2023
VoicePAT: An Efficient Open-source Evaluation Toolkit for Voice Privacy Research Sarina Meyer Xiaoxiao Miao Ngoc Thang Vu 23 6 0 14 Sep 2023
On-Device Speaker Anonymization of Acoustic Embeddings for ASR based onFlexible Location Gradient Reversal Layer Md. Asif Jalal Pablo Peso Parada Jisi Zhang Karthikeyan P. Saravanan Mete Ozay Myoungji Han Jung In Lee Seokyeong Jung 25 1 0 25 Jul 2023
Vocoder drift compensation by x-vector alignment in speaker anonymisation Michele Panariello Massimiliano Todisco Nicholas W. D. Evans 17 2 0 17 Jul 2023
Two-Stage Voice Anonymization for Enhanced Privacy F. Nespoli Daniel Barreda Joerg Bitzer Patrick A. Naylor 11 3 0 28 Jun 2023
Speaker anonymization using orthogonal Householder neural network Xiaoxiao Miao Xin Wang Erica Cooper Junichi Yamagishi N. Tomashenko BDL 19 18 0 30 May 2023
Privacy in Speech Technology Tomas Bäckström 16 4 0 09 May 2023
Are disentangled representations all you need to build speaker anonymization systems? Pierre Champion D. Jouvet Anthony Larcher 22 20 0 22 Aug 2022
Detecting Unintended Memorization in Language-Model-Fused ASR W. R. Huang Steve Chien Om Thakkar Rajiv Mathews 10 11 0 20 Apr 2022
The VoicePrivacy 2022 Challenge Evaluation Plan N. Tomashenko Xin Wang Xiaoxiao Miao Hubert Nourtel Pierre Champion Massimiliano Todisco Emmanuel Vincent Nicholas W. D. Evans Junichi Yamagishi J. Bonastre 14 62 0 23 Mar 2022
Tempered Sigmoid Activations for Deep Learning with Differential Privacy Nicolas Papernot Abhradeep Thakurta Shuang Song Steve Chien Ulfar Erlingsson AAML 128 178 0 28 Jul 2020
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
Amplification by Shuffling: From Local to Central Differential Privacy via Anonymity Ulfar Erlingsson Vitaly Feldman Ilya Mironov A. Raghunathan Kunal Talwar Abhradeep Thakurta 134 420 0 29 Nov 2018