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A Benchmark for Multi-speaker Anonymization

8 July 2024

Xin Wang

Papers citing "A Benchmark for Multi-speaker Anonymization"

44 / 44 papers shown

Title
Target speaker anonymization in multi-speaker recordings N. Tomashenko Junichi Yamagishi Xin Eric Wang Yun Liu Emmanuel Vincent 63 0 0 10 Oct 2025
SegReConcat: A Data Augmentation Method for Voice Anonymization Attack Ridwan Arefeen Xiaoxiao Miao Rong Tong Aik Beng Ng Simon See 36 0 0 26 Aug 2025
Any-to-any Speaker Attribute Perturbation for Asynchronous Voice AnonymizationIEEE Transactions on Information Forensics and Security (TIFS), 2025 Liping Chen Chenyang Guo Rui Wang Kong Aik Lee Zhenhua Ling AAML 60 1 0 21 Aug 2025
SEF-MK: Speaker-Embedding-Free Voice Anonymization through Multi-k-means Quantization Beilong Tang Xiaoxiao Miao Xin Eric Wang Ming Li 76 0 0 09 Aug 2025
Adapting General Disentanglement-Based Speaker Anonymization for Enhanced Emotion PreservationComputer Speech and Language (CSL), 2024 Xiaoxiao Miao Yuxiang Zhang Xin Wang N. Tomashenko D. Soh Ian Mcloughlin 239 4 0 12 Aug 2024
Multi-speaker Text-to-speech Training with Speaker Anonymized Data Wen-Chin Huang Yi-Chiao Wu Tomoki Toda 147 3 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 227 15 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 252 58 0 03 Apr 2024
Speaker anonymization using neural audio codec language modelsIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023 Michele Panariello Francesco Nespoli Massimiliano Todisco Nicholas W. D. Evans 158 39 0 25 Sep 2023
SynVox2: Towards a privacy-friendly VoxCeleb2 datasetIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023 Xiaoxiao Miao Xin Eric Wang Erica Cooper Junichi Yamagishi Nicholas W. D. Evans Massimiliano Todisco J. Bonastre Mickael Rouvier 178 7 0 12 Sep 2023
Anonymizing Speech: Evaluating and Designing Speaker Anonymization Techniques Pierre Champion 129 36 0 05 Aug 2023
Speaker anonymization using orthogonal Householder neural networkIEEE/ACM Transactions on Audio Speech and Language Processing (TASLP), 2023 Xiaoxiao Miao Xin Wang Erica Cooper Junichi Yamagishi N. Tomashenko BDL 116 35 0 30 May 2023
CAM++: A Fast and Efficient Network for Speaker Verification Using Context-Aware MaskingInterspeech (Interspeech), 2023 Haibo Wang Siqi Zheng Yafeng Chen Luyao Cheng Qian Chen 136 152 0 01 Mar 2023
Tight Auditing of Differentially Private Machine Learning Milad Nasr Jamie Hayes Thomas Steinke Borja Balle Florian Tramèr Matthew Jagielski Nicholas Carlini Seth Neel FedML 196 64 0 15 Feb 2023
Hiding speaker's sex in speech using zero-evidence speaker representation in an analysis/synthesis pipelineIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022 Paul-Gauthier Noé Xiaoxiao Miao Xin Wang Junichi Yamagishi J. Bonastre D. Matrouf 182 9 0 29 Nov 2022
Wespeaker: A Research and Production oriented Speaker Embedding Learning ToolkitIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022 Hongji Wang Che-Yuan Liang Shuai Wang Zhengyang Chen Binbin Zhang Xu Xiang Yan Deng Y. Qian 209 186 0 31 Oct 2022
Are disentangled representations all you need to build speaker anonymization systems?Interspeech (Interspeech), 2022 Pierre Champion D. Jouvet Anthony Larcher 237 33 0 22 Aug 2022
Analyzing Language-Independent Speaker Anonymization Framework under Unseen ConditionsInterspeech (Interspeech), 2022 Xiaoxiao Miao Xin Wang Erica Cooper Junichi Yamagishi N. Tomashenko 118 15 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 199 71 0 23 Mar 2022
Language-Independent Speaker Anonymization Approach using Self-Supervised Pre-Trained ModelsThe Speaker and Language Recognition Workshop (Odyssey), 2022 Xiaoxiao Miao Xin Wang Erica Cooper Junichi Yamagishi N. Tomashenko 326 36 0 26 Feb 2022
Differentially Private Speaker AnonymizationProceedings on Privacy Enhancing Technologies (PoPETs), 2022 Ali Shahin Shamsabadi B. M. L. Srivastava A. Bellet Nathalie Vauquier Emmanuel Vincent Mohamed Maouche Marc Tommasi Nicolas Papernot MIACV 270 48 0 23 Feb 2022
Membership Inference Attacks From First Principles Nicholas Carlini Steve Chien Milad Nasr Shuang Song Seth Neel Florian Tramèr MIACV MIALM 540 876 0 07 Dec 2021
A Comparison of Discrete and Soft Speech Units for Improved Voice ConversionIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2021 Benjamin van Niekerk M. Carbonneau Julian Zaïdi Matthew Baas Hugo Seuté Herman Kamper DRL 316 152 0 03 Nov 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 290 127 0 01 Sep 2021
SpeechBrain: A General-Purpose Speech Toolkit Mirco Ravanelli Titouan Parcollet Peter William VanHarn Plantinga Aku Rouhe Samuele Cornell ... William Aris Hwidong Na Yan Gao R. Mori Yoshua Bengio 273 885 0 08 Jun 2021
Speech Resynthesis from Discrete Disentangled Self-Supervised RepresentationsInterspeech (Interspeech), 2021 Adam Polyak Yossi Adi Jade Copet Eugene Kharitonov Kushal Lakhotia Wei-Ning Hsu Abdel-rahman Mohamed Emmanuel Dupoux 336 361 0 01 Apr 2021
Generative Spoken Language Modeling from Raw AudioTransactions of the Association for Computational Linguistics (TACL), 2021 Kushal Lakhotia Evgeny Kharitonov Wei-Ning Hsu Yossi Adi Adam Polyak ... Tu Nguyen Jade Copet Alexei Baevski A. Mohamed Emmanuel Dupoux AuLLM 407 422 0 01 Feb 2021
Speaker anonymisation using the McAdams coefficientInterspeech (Interspeech), 2020 J. Patino N. Tomashenko Massimiliano Todisco A. Nautsch Nicholas W. D. Evans 223 114 0 02 Nov 2020
HiFi-GAN: Generative Adversarial Networks for Efficient and High Fidelity Speech Synthesis Jungil Kong Jaehyeon Kim Jaekyoung Bae 405 2,374 0 12 Oct 2020
Predictions of Subjective Ratings and Spoofing Assessments of Voice Conversion Challenge 2020 Submissions Rohan Kumar Das Tomi Kinnunen Wen-Chin Huang Zhenhua Ling Junichi Yamagishi Yi Zhao Xiaohai Tian Tomoki Toda 169 57 0 08 Sep 2020
Spot the conversation: speaker diarisation in the wild Joon Son Chung Jaesung Huh Arsha Nagrani Triantafyllos Afouras Andrew Zisserman VGen 186 174 0 02 Jul 2020
Defending Your Voice: Adversarial Attack on Voice Conversion Chien-yu Huang Yist Y. Lin Hung-yi Lee Lin-Shan Lee AAML 204 64 0 18 May 2020
Design Choices for X-vector Based Speaker Anonymization B. M. L. Srivastava N. Tomashenko Xin Wang Emmanuel Vincent Junichi Yamagishi Mohamed Maouche A. Bellet Marc Tommasi 126 73 0 18 May 2020
ECAPA-TDNN: Emphasized Channel Attention, Propagation and Aggregation in TDNN Based Speaker Verification Brecht Desplanques Jenthe Thienpondt Kris Demuynck 216 1,660 0 14 May 2020
LSTM based Similarity Measurement with Spectral Clustering for Speaker DiarizationInterspeech (Interspeech), 2019 Qingjian Lin Ruiqing Yin Ming Li H. Bredin C. Barras 115 98 0 23 Jul 2019
Voice Mimicry Attacks Assisted by Automatic Speaker VerificationComputer Speech and Language (CSL), 2019 Ville Vestman Tomi Kinnunen Rosa González Hautamäki Md. Sahidullah 193 42 0 03 Jun 2019
Speaker Anonymization Using X-vector and Neural Waveform ModelsSpeech Synthesis Workshop (SSW), 2019 Fuming Fang Xin Wang Junichi Yamagishi Isao Echizen Massimiliano Todisco Nicholas W. D. Evans J. Bonastre 126 156 0 30 May 2019
LibriTTS: A Corpus Derived from LibriSpeech for Text-to-Speech Heiga Zen Viet Dang R. Clark Yu Zhang Ron J. Weiss Ye Jia Zhiwen Chen Yonghui Wu 295 1,173 0 05 Apr 2019
Neural source-filter-based waveform model for statistical parametric speech synthesis Xin Wang Shinji Takaki Junichi Yamagishi 243 131 0 29 Oct 2018
VoxCeleb2: Deep Speaker Recognition Joon Son Chung Arsha Nagrani Andrew Zisserman 561 2,539 0 14 Jun 2018
VoiceMask: Anonymize and Sanitize Voice Input on Mobile Devices Jianwei Qian Haohua Du Jiahui Hou Linlin Chen Taeho Jung Xiangyang Li Yu Wang Yanbo Deng 128 46 0 30 Nov 2017
Speaker Diarization with LSTMIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2017 Quan Wang Carlton Downey Li Wan Philip Mansfield Ignacio López Moreno 335 339 0 28 Oct 2017
VoxCeleb: a large-scale speaker identification dataset Arsha Nagrani Joon Son Chung Andrew Zisserman 764 2,519 0 26 Jun 2017
MUSAN: A Music, Speech, and Noise Corpus David Snyder Guoguo Chen Daniel Povey 165 1,526 0 28 Oct 2015