Title
EASY: Emotion-aware Speaker Anonymization via Factorized Distillation J.-H. Yao Hexin Liu Eng Siong Chng Lei Xie 12 0 0 21 May 2025
Inference Attacks for X-Vector Speaker Anonymization L. A. Bauer Wenxuan Bao Malvika Jadhav Vincent Bindschaedler 30 0 0 13 May 2025
Perceptual Implications of Automatic Anonymization in Pathological Speech Soroosh Tayebi Arasteh Saba Afza Tri-Thien Nguyen Lukas Buess Maryam Parvin ... Thomas Gorges E. Noeth Maria Schuster S. Yang Andreas K. Maier 32 0 0 01 May 2025
Quantifying Source Speaker Leakage in One-to-One Voice Conversion Scott Wellington Xuechen Liu Junichi Yamagishi 35 0 0 22 Apr 2025
Analysis of Speech Temporal Dynamics in the Context of Speaker Verification and Voice Anonymization N. Tomashenko Emmanuel Vincent Marc Tommasi 46 0 0 22 Dec 2024
The First VoicePrivacy Attacker Challenge Evaluation Plan N. Tomashenko Xiaoxiao Miao Emmanuel Vincent Junichi Yamagishi 131 2 0 09 Oct 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 2 0 12 Aug 2024
MaskAnyone Toolkit: Offering Strategies for Minimizing Privacy Risks and Maximizing Utility in Audio-Visual Data Archiving B. Owoyele Martin Schilling Rohan Sawahn Niklas Kaemer Pavel Zherebenkov Bhuvanesh Verma Wim Pouw Gerard de Melo 34 0 0 06 Aug 2024
Navigating the United States Legislative Landscape on Voice Privacy: Existing Laws, Proposed Bills, Protection for Children, and Synthetic Data for AI Satwik Dutta John H. L. Hansen AILaw 23 0 0 29 Jul 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 42 4 0 21 Jul 2024
A Benchmark for Multi-speaker Anonymization Xiaoxiao Miao Ruijie Tao Chang Zeng Xin Wang 49 1 0 08 Jul 2024
Probing the Feasibility of Multilingual Speaker Anonymization Sarina Meyer Florian Lux Ngoc Thang Vu 50 3 0 03 Jul 2024
Multi-speaker Text-to-speech Training with Speaker Anonymized Data Wen-Chin Huang Yi-Chiao Wu T. Toda 40 1 0 20 May 2024
The Impact of Speech Anonymization on Pathology and Its Limits Soroosh Tayebi Arasteh T. Arias-Vergara Paula Andrea Pérez-Toro Tobias Weise Kai Packhaeuser Maria Schuster E. Noeth Andreas Maier Seung Hee Yang 43 3 0 11 Apr 2024
The VoicePrivacy 2024 Challenge Evaluation Plan N. Tomashenko Xiaoxiao Miao Pierre Champion Sarina Meyer Xin Wang Emmanuel Vincent Michele Panariello Nicholas W. D. Evans Junichi Yamagishi Massimiliano Todisco 41 23 0 03 Apr 2024
Exploratory Evaluation of Speech Content Masking Jennifer Williams Karla Pizzi Paul-Gauthier Noé Sneha Das 44 2 0 08 Jan 2024
VoiceLens: Controllable Speaker Generation and Editing with Flow Yao Shi Ming Li BDL 40 1 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
SynVox2: Towards a privacy-friendly VoxCeleb2 dataset Xiaoxiao Miao Xin Eric Wang Erica Cooper Junichi Yamagishi Nicholas W. D. Evans Massimiliano Todisco J. Bonastre Mickael Rouvier 22 5 0 12 Sep 2023
Evaluation of the Speech Resynthesis Capabilities of the VoicePrivacy Challenge Baseline B1 Ünal Ege Gaznepoglu Nils Peters 37 0 0 22 Aug 2023
Vocoder drift compensation by x-vector alignment in speaker anonymisation Michele Panariello Massimiliano Todisco Nicholas W. D. Evans 40 2 0 17 Jul 2023
Long-term Conversation Analysis: Exploring Utility and Privacy F. Nespoli Jule Pohlhausen Patrick A. Naylor Joerg Bitzer 28 0 0 28 Jun 2023
Two-Stage Voice Anonymization for Enhanced Privacy F. Nespoli Daniel Barreda Joerg Bitzer Patrick A. Naylor 32 3 0 28 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
Speaker anonymization using orthogonal Householder neural network Xiaoxiao Miao Xin Wang Erica Cooper Junichi Yamagishi N. Tomashenko BDL 26 18 0 30 May 2023
Federated learning for secure development of AI models for Parkinson's disease detection using speech from different languages Soroosh Tayebi Arasteh C. D. Ríos-Urrego E. Noeth Andreas K. Maier Seung Hee Yang J. Rusz J. Orozco-Arroyave FedML 37 13 0 18 May 2023
Privacy in Speech Technology Tomas Bäckström 29 4 0 09 May 2023
On the Impact of Voice Anonymization on Speech Diagnostic Applications: a Case Study on COVID-19 Detection Yi Zhu Mohamed Imoussaïne-Aïkous Carolyn Côté-Lussier Tiago H. Falk 18 4 0 05 Apr 2023
A False Sense of Privacy: Towards a Reliable Evaluation Methodology for the Anonymization of Biometric Data Simon Hanisch Julian Todt J. Patino Nicholas W. D. Evans Thorsten Strufe CVBM 42 5 0 04 Apr 2023
Federated Learning for ASR based on Wav2vec 2.0 Tuan Nguyen Salima Mdhaffar N. Tomashenko J. Bonastre Yannick Esteve FedML 47 10 0 20 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 48 31 0 18 Dec 2022
Expressive-VC: Highly Expressive Voice Conversion with Attention Fusion of Bottleneck and Perturbation Features Ziqian Ning Qicong Xie Pengcheng Zhu Zhichao Wang Liumeng Xue Jixun Yao Linfu Xie Mengxiao Bi 32 16 0 09 Nov 2022
Distinguishable Speaker Anonymization based on Formant and Fundamental Frequency Scaling Jixun Yao Qing Wang Yi Lei Pengcheng Guo Linfu Xie Namin Wang Jie Liu 38 14 0 06 Nov 2022
VoicePrivacy 2022 System Description: Speaker Anonymization with Feature-matched F0 Trajectories Ünal Ege Gaznepoglu Anna Leschanowsky Nils Peters 29 7 0 31 Oct 2022
Fantômas: Understanding Face Anonymization Reversibility Julian Todt Simon Hanisch Thorsten Strufe PICV CVBM 31 4 0 19 Oct 2022
An Experimental Study on Private Aggregation of Teacher Ensemble Learning for End-to-End Speech Recognition Chao-Han Huck Yang I-Fan Chen A. Stolcke Sabato Marco Siniscalchi Chin-Hui Lee 32 2 0 11 Oct 2022
NWPU-ASLP System for the VoicePrivacy 2022 Challenge Jixun Yao Qing Wang Li Zhang Pengcheng Guo Yuhao Liang Linfu Xie PICV 26 17 0 24 Sep 2022
DeID-VC: Speaker De-identification via Zero-shot Pseudo Voice Conversion Ruibin Yuan Yuxuan Wu Jacob Li Jaxter Kim 34 5 0 09 Sep 2022
OOD-Probe: A Neural Interpretation of Out-of-Domain Generalization Zining Zhu Soroosh Shahtalebi Frank Rudzicz 30 4 0 25 Aug 2022
Sotto Voce: Federated Speech Recognition with Differential Privacy Guarantees Michael Shoemate Kevin Jett Ethan Cowan Sean Colbath James Honaker P. Muthukumar FedML 29 5 0 16 Jul 2022
Speaker Anonymization with Phonetic Intermediate Representations Sarina Meyer Florian Lux Pavel Denisov Julia Koch Pascal Tilli Ngoc Thang Vu 34 27 0 11 Jul 2022
Exact Prosody Cloning in Zero-Shot Multispeaker Text-to-Speech Florian Lux Julia Koch Ngoc Thang Vu 40 19 0 24 Jun 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 43 43 0 14 May 2022
The effect of speech pathology on automatic speaker verification -- a large-scale study Soroosh Tayebi Arasteh Tobias Weise Maria Schuster E. Noeth Andreas Maier Seung Hee Yang 24 8 0 13 Apr 2022
Self-Supervised Speech Representations Preserve Speech Characteristics while Anonymizing Voices Abner Hernandez Paula Andrea Pérez-Toro Juan Camilo Vásquez-Correa J. Orozco-Arroyave Andreas Maier S. Yang 29 1 0 04 Apr 2022
Analyzing Language-Independent Speaker Anonymization Framework under Unseen Conditions Xiaoxiao Miao Xin Wang Erica Cooper Junichi Yamagishi N. Tomashenko 32 10 0 28 Mar 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 31 62 0 23 Mar 2022
Language-Independent Speaker Anonymization Approach using Self-Supervised Pre-Trained Models Xiaoxiao Miao Xin Wang Erica Cooper Junichi Yamagishi N. Tomashenko 64 25 0 26 Feb 2022
Differentially Private Speaker Anonymization Ali Shahin Shamsabadi B. M. L. Srivastava A. Bellet Nathalie Vauquier Emmanuel Vincent Mohamed Maouche Marc Tommasi Nicolas Papernot MIACV 56 33 0 23 Feb 2022