Privacy-Preserving Speech Processing

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25 papers5 papers in the last four weeks, up 67% on the four weeks before. 0.0% of all new papers.

  1. Toward Complete Speaker Anonymization: a Streaming Cascaded System for Voice Privacy and PII Removal

    Oct 29, 2026Stanisław Kacprzak, Thomas Thebaud, Najim DehakPrivacy-Preserving Speech ProcessingSpeaker Anonymization

    Center for Language and Speech Processing, Johns Hopkins University, Baltimore, Maryland, USA · AGH University of Krakow, Institute of Electronics, Krakow, Poland · AMIAD, Palaiseau, FR

  2. The Content Leash: Mitigating Degenerate Solutions in Invertible Speaker Anonymization

    Oct 27, 2026Nirjon Mobarak Talukder, Rafid Ahmed, Mohammad Ishrak Abedin +1Speaker AnonymizationPrivacy-Preserving Speech Processing

    Department of Computer Science and Engineering, Islamic University of Technology, Dhaka, Bangladesh

  3. From Speech Tokens to Stolen Voices: Attacker-Chosen-Text Speaker Impersonation via Representation Inversion

    Oct 26, 2026Ye Lu, Shen Wang, Runze Liu +5Voice CloningPrivacy-Preserving Speech Processing

    School of Cyberspace Science, Harbin Institute of Technology

  4. SPARC: Spoken Profile Authorship Recognition Corpus

    Oct 18, 2026Efthymios Tsaprazlis, Bowen Yi, Tiantian Feng +3Speaker VerificationPrivacy-Preserving Speech Processing

    University of Southern California · University of Michigan

  5. VoxAnon: A balanced dataset for a fair evaluation of speech anonymization

    Oct 9, 2026Orane Dufour, Paul Magron, Mickael RouvierPrivacy-Preserving Speech ProcessingSpeaker Anonymization

    Université de Lorraine, CNRS Inria, LORIA, F-54000 Nancy, France · LIA, Avignon University F-84911 Avignon, France

  6. Is Word Error Rate Enough? Rethinking Privacy Evaluation in Speech with Entity-Aware Metrics

    Sep 27, 2026Anjana Rajasekhar, Jule Pohlhausen, Nayana Jacob Alappattu +1Privacy-Preserving Speech ProcessingSpeech Processing

    Fraunhofer Institute for Integrated Circuits (IIS), Erlangen, Germany · Institute of Hearing Technology and Audiology, Jade University of Applied Sciences, Oldenburg, Germany · Dept. of Medical Physics and Acoustics, Carl von Ossietzky Universität Oldenburg, Germany

  7. Inference-Time Target Speaker Unlearning in LLM-Based Automatic Speech Recognition

    Sep 24, 2026Bo Su, Yueru Yan, Thai LePrivacy-Preserving Speech ProcessingAutomatic Speech Recognition

    Indiana University, Bloomington, USA

  8. CLEAR: Online Speech Content Leakage Estimation through Cross-ASR Disagreement

    Sep 24, 2026Bhawana Chhaglani, Tanvi Kandepuneni, Jeremy Gummeson +1Privacy-Preserving Speech Processing

    University of Massachusetts Amherst

  9. Your Voice Cloning System is Secretly a Voice Anonymizer

    Aug 27, 2026Romolo Muletta, Felix Matthias Saaro, Mark Cieliebak +1Speaker AnonymizationPrivacy-Preserving Speech Processing

    Centre for Artificial Intelligence ZHAW School of Engineering

  10. Machine Unlearning for Speech Question Answering in Large Audio-Language Models

    Aug 13, 2026Zhe LiuMachine UnlearningMLLM Unlearning

    Meta Platforms, Inc. Menlo Park, USA

  11. Multi-Level Privacy-Preserving Dementia Detection from Speech via Targeted Adversarial Obfuscation and Representation Learning

    Jul 19, 2026Henriette Flore Kenne, Raphael Anaadumba, Mohammad Arif Ul AlamSpeech-Based Dementia DetectionPrivacy-Preserving ML

    Richard A Miner School of Computer and Information Sciences, University of Massachusetts Lowell, Lowell, USA

  12. WaveCommitments: Private and Verifiable Speech-Agent Marketplaces

    Jul 16, 2026Oguzhan Baser, Kaan Kale, Sriram Vishwanath +1Privacy-Preserving Speech ProcessingData Valuation

    †The University of Texas at Austin, Austin, TX, USA · ‡Georgia Institute of Technology, Atlanta, GA, USA

  13. Listen to the Features: Voice Anonymization Driven by Content Embedding Matching over Signal Reconstruction

    Jul 7, 2026Adrien Schneider, Kacper Zabkowski, Anderson Augusma +3Speech ProcessingSpeaker Anonymization

    M-PSI · Univ. Grenoble Alpes, CNRS, Grenoble INP, LIG, 38000 Grenoble, France · SAM, SVH +1

  14. NouveauVoice: Generating Novel Pseudo Speakers for Voice Anonymization

    Jul 4, 2026Meiying Melissa Chen, Anastasia Kuznetsova, Zhenyu Wang +1Speaker AnonymizationPrivacy-Preserving Speech Processing

    Department of Electrical and Computer Engineering, University of Rochester Rochester NY, USA

  15. Deriving Benchmarking Datasets from Long-Form Recordings: Challenges and Opportunities

    Jul 3, 2026Kaveri K. Sheth, Lawrence Borst, Tarek Kunze +6Speech ProcessingPrivacy-Preserving Speech Processing

    LAAC, LSCP, DEC, ENS, EHESS, CNRS, PSL University, Paris, France · Laboratoire d’Informatique et Syst`emes, Universit´e Aix-Marseille, CNRS, France · Signal Processing Research Centre, Tampere University, Finland

  16. EmotionAI: A Privacy-Preserving Computational Intelligence Pipeline for Speech-Emotion-Grounded Conversational Analysis

    Jun 22, 2026Wai Laam Mak, Isibor Kennedy Ihianle, Pedro MachadoSpeech ProcessingEmotion Recognition in Conversations

    School of Science and Technology, Nottingham Trent University, Nottingham, UK

  17. InfoShield: Privacy-Preserving Speech Representations for Mental Health Screening via Information-Theoretic Optimization

    Jun 4, 2026Xueyang Wu, Siyuan Liu, Kezhuo Yang +1Audio Representation LearningDepression Detection

    Shenzhen NeurStar Inc., China · University of York, United Kingdom · Shanghai Jiao Tong University, China

  18. Bandwidth-Efficient and Privacy-Preserving Edge-Cloud Many-to-Many Speech Translation

    May 27, 2026Yexing Du, Kaiyuan Liu, Youcheng Pan +4Speech TranslationSpeech Processing

    Harbin Institute of Technology, Shenzhen, China · Pengcheng Laboratory, Shenzhen, China · Harbin Institute of Technology, Harbin, China

  19. DiffAnon: Diffusion-based Prosody Control for Voice Anonymization

    Apr 29, 2026Ismail Rasim Ulgen, Zexin Cai, Nicholas Andrews +2Audio Diffusion ModelsSpeech Prosody

    Center for Language and Speech Processing, Johns Hopkins University, USA · Human Language Technology Center of Excellence (COE), Johns Hopkins University, USA

  20. Listening Alone, Understanding Together: Collaborative Context Recovery for Privacy-Aware AI

    Apr 14, 2026Tanmay Srivastava, Amartya Basu, Shubham Jain +1Privacy-Preserving Speech ProcessingConversational Agents

    Stony Brook University · Microsoft Research

  21. PHONOS: PHOnetic Neutralization for Online Streaming Applications

    Mar 27, 2026Waris Quamer, Mu-Ruei Tseng, Ghady Nasrallah +1Speech ProcessingSpeaker Anonymization

    Department of Computer Science & Engineering, Texas A&M University, College Station, US

  22. TAAC: A gate into Trustable Audio Affective Computing

    Mar 26, 2026Xintao Hu, Feng-Qi CuiPrivacy-Preserving Speech ProcessingAffective Computing

    Hefei University of Technology, Hefei, China

  23. DAST: A Dual-Stream Voice Anonymization Attacker with Staged Training

    Mar 13, 2026Ridwan Arefeen, Xiaoxiao Miao, Rong Tong +3Privacy-Preserving Speech ProcessingSpeaker Anonymization

    Singapore Institute of Technology, Singapore · Duke Kunshan University, China · NVIDIA AI Technology Centre, Singapore

  24. Privacy-Preserving End-to-End Full-Duplex Speech Dialogue Models

    Mar 9, 2026Nikita Kuzmin, Tao Zhong, Jiajun Deng +6Privacy-Preserving Speech ProcessingSpeaker Anonymization

    Nanyang Technological University, Singapore · A*STAR, Singapore · Huawei Leibniz Research Center +2

  25. StreamVoiceAnon+: Emotion-Preserving Streaming Speaker Anonymization via Frame-Level Acoustic Distillation

    Mar 6, 2026Nikita Kuzmin, Kong Aik Lee, Eng Siong ChngSpeaker AnonymizationPrivacy-Preserving Speech Processing

    Nanyang Technological University, Singapore · Institute for Infocomm Research (I2R), A*STAR, Singapore · The Hong Kong Polytechnic University, Hong Kong