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A list of all the posts and pages found on the site. For you robots out there, there is an XML version available for digesting as well.
Pages
Posts
Future Blog Post
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Blog Post number 4
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Blog Post number 3
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Blog Post number 2
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Blog Post number 1
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publications
ARET: Aggregated Residual Extended Time-Delay Neural Networks for Speaker Verification
Published in Proc. Interspeech 2020, 1900
Citation: Ruiteng Zhang, Jianguo Wei, Wenhuan Lu, Longbiao Wang, Meng Liu, Lin Zhang, Jiayu Jin, Junhai Xu. "ARET: Aggregated Residual Extended Time-Delay Neural Networks for Speaker Verification," in
Regional Resonance of the Lower Vocal Tract and its Contribution to Speaker Characteristics
Published in Proc. Interspeech 2020, 1900
Citation: Lin Zhang, Kiyoshi Honda, Jianguo Wei, Seiji Adachi. "Regional Resonance of the Lower Vocal Tract and its Contribution to Speaker Characteristics," in Proc. Interspeech 2020, pp. 1391-1395.
Multi-task Learning in Utterance-level and Segmental-level Spoof Detection
Published in Proc. ASVspoof Workshop 2021, 1900
Citation: Lin Zhang, Xin Wang, Erica Cooper, Junichi Yamagishi. "Multi-task Learning in Utterance-level and Segmental-level Spoof Detection," in Proc. ASVspoof Workshop 2021, pp. 9-15.
An Initial Investigation for Detecting Partially Spoofed Audio
Published in Proc. Interspeech 2021, 1900
Citation: Lin Zhang, Xin Wang, Erica Cooper, Junichi Yamagishi, et al. "An Initial Investigation for Detecting Partially Spoofed Audio," in Proc. Interspeech 2021, pp. 4264-4268.
CpAug: Refining Copy-Paste Augmentation for Speech Anti-Spoofing
Published in Proc. ICASSP 2022, 1900
Citation: Linjuan Zhang, Kong Aik Lee, Lin Zhang, Longbiao Wang, Baoning Niu. "CpAug: Refining Copy-Paste Augmentation for Speech Anti-Spoofing," in Proc. ICASSP 2022, pp. 7082-7086.
CS-REP: Making Speaker Verification Networks Embrace Re-Parameterization
Published in Proc. ICASSP 2022, 1900
Citation: Ruiteng Zhang, Jianguo Wei, Wenhuan Lu, Lin Zhang, Yantao Ji, Junhai Xu, Xugang Lu. "CS-REP: Making Speaker Verification Networks Embrace Re-Parameterization," in Proc. ICASSP 2022, pp. 7082-7086.
Deep Spectro-temporal Artifacts for Detecting Synthesized Speech
Published in Proc. DDAM 2022, 1900
Citation: Xiaohui Liu, Meng Liu, Lin Zhang, et al. "Deep Spectro-temporal Artifacts for Detecting Synthesized Speech," in Proc. DDAM 2022, pp. 69–75.
Data Augmentation Using McAdams-Coefficient-Based Speaker Anonymization for Fake Audio Detection
Published in Proc. Interspeech 2022, 1900
Citation: Kai Li, Li, S., Lu, X., Akagi, M., Liu, M., Lin Zhang, Zeng, C., Wang, L., Dang, J., Unoki, M. "Data Augmentation Using McAdams-Coefficient-Based Speaker Anonymization for Fake Audio Detection," in Proc. Interspeech 2022, pp. 664-668.
Spoofing-Aware Attention-based ASV Back-end with Multiple Enrollment Utterances and a Sampling Strategy for the SASV Challenge 2022
Published in Proc. Interspeech 2022, 1900
Citation: Chang Zeng, Lin Zhang, Meng Liu, Junichi Yamagishi. "Spoofing-Aware Attention-based ASV Back-end with Multiple Enrollment Utterances and a Sampling Strategy for the SASV Challenge 2022," in Proc. Interspeech 2022, pp. 2883-2887.
Optimal Transport with a Diversified Memory Bank for Cross-Domain Speaker Verification
Published in Proc. ICASSP 2023, 1900
Citation: Ruiteng Zhang, Jianguo Wei, Xugang Lu, Wenhuan Lu, Di Jin, Lin Zhang, Junhai Xu. "Optimal Transport with a Diversified Memory Bank for Cross-Domain Speaker Verification," in Proc. ICASSP 2023, pp. 1-5.
The PartialSpoof Database and Countermeasures for the Detection of Short Fake Speech Segments Embedded in an Utterance
Published in IEEE/ACM Transactions on Audio, Speech and Language Processing, 1900
Citation: Lin Zhang, Xin Wang, Erica Cooper, Nicholas Evans, Junichi Yamagishi. (2023). The PartialSpoof Database and Countermeasures for the Detection of Short Fake Speech Segments Embedded in an Utterance, IEEE/ACM Transactions on Audio, Speech, and Language Processing, vol. 31, pp. 813-825.
Range-Based Equal Error Rate for Spoof Localization
Published in Proc. Interspeech 2023, 1900
Citation: Lin Zhang, Xin Wang, Erica Cooper, Nicholas Evans, Junichi Yamagishi. "Range-Based Equal Error Rate for Spoof Localization," in Proc. Interspeech 2023, pp. 3212-3216.
Self-supervised learning based domain regularization for mask-wearing speaker verification
Published in Speech Communication, 1900
Citation: Ruiteng Zhang, Jianguo Wei, Xugang Lu, Wenhuan Lu, Di Jin, Lin Zhang, Junhai Xu. (2023). "Self-supervised learning based domain regularization for mask-wearing speaker verification." Speech Communication: 102953.
TMS: Temporal multi-scale in time-delay neural network for speaker verification
Published in Applied Intelligence, 1900
Citation: Ruiteng Zhang, Jianguo Wei, Xugang Lu, Wenhuan Lu, Di Jin, Lin Zhang, Junhai Xu, and Jianwu Dang. "TMS: Temporal multi-scale in time-delay neural network for speaker verification." Applied Intelligence 53, no. 22 (2023): 26497-26517.
BUT Systems and Analyses for the ASVspoof 5 Challenge
Published in Proc. ASVspoof 2024 Workshop, 1900
Citation: Johan Rohdin, Lin Zhang, Oldřich Plchot, et al. "BUT Systems and Analyses for the ASVspoof 5 Challenge," in Proc. ASVspoof 2024 Workshop, pp. 24-31.
Do End-to-End Neural Diarization Attractors Need to Encode Speaker Characteristic Information?
Published in Proc. Odyssey 2024, 1900
Citation: Lin Zhang, Themos Stafylakis, Lukáš Burget, Federico Landini, Mireia Diez, Anna Silnova. "Do End-to-End Neural Diarization Attractors Need to Encode Speaker Characteristic Information?" in Proc. Odyssey 2024, pp. 123-130.
How Do Neural Spoofing Countermeasures Detect Partially Spoofed Audio?
Published in Proc. Interspeech 2024, 1900
Citation: Tianchi Liu, Lin Zhang, Rohan Kumar Das, Yi Ma, Ruijie Tao, Haizhou Li. "How Do Neural Spoofing Countermeasures Detect Partially Spoofed Audio?" in Proc. Interspeech 2024, pp. 1105-1109.
Spoof Diarization: “What Spoofed When” in Partially Spoofed Audio
Published in Proc. Interspeech 2024, 1900
Citation: Lin Zhang, Xin Wang, Erica Cooper, Mireia Diez, Federico Landini, Nicholas Evans, Junichi Yamagishi. "Spoof Diarization: “What Spoofed When” in Partially Spoofed Audio," in Proc. Interspeech 2024, pp. 502-506.
Unsupervised Adaptive Speaker Recognition by Coupling-Regularized Optimal Transport
Published in IEEE/ACM Transactions on Audio, Speech, and Language Processing, 1900
Citation: Ruiteng Zhang, Jianguo Wei, Xugang Lu, Wenhuan Lu, Di Jin, Lin Zhang, and Junhai Xu. (2024). "Unsupervised Adaptive Speaker Recognition by Coupling-Regularized Optimal Transport." IEEE/ACM Transactions on Audio, Speech, and Language Processing. vol. 32, pp. 3603-3617.
Analysis of ABC Frontend Audio Systems for the NIST-SRE24
Published in Proc. Interspeech 2025, 1900
Citation: Sara Barahona, Anna Silnova, Ladislav Mošner, Junyi Peng, Oldřich Plchot, Johan Rohdin, Lin Zhang, et. al. "Analysis of ABC Frontend Audio Systems for the NIST-SRE24" in Proc. Interspeech 2025, 5763-5767.
An Adaptation Framework with Unified Embedding Reconstruction for Cross-Corpus Speech Emotion Recognition
Published in Applied Soft Computing Journal, 1900
Citation: Ruiteng Zhang, Jianguo Wei, Xugang Lu, Yongwei Li, Wenhuan Lu, Lin Zhang, and Junhai Xu. (2025) An Adaptation Framework with Unified Embedding Reconstruction for Cross-Corpus Speech Emotion Recognition, Applied Soft Computing Journal, vol. 174, pp. 112948.
Towards Generalized Source Tracing for Codec-Based Deepfake Speech
Published in Proc. IEEE ASRU 2025, 1900
Citation: I-Ming Lin, Xuanjun Chen, Lin Zhang, Haibin Wu, Hung-yi Lee, Jyh-Shing Roger Jang. "Towards Generalized Source Tracing for Codec-Based Deepfake Speech" (accepted to Proc. IEEE ASRU 2025)
CA-MHFA: A Context-Aware Multi-Head Factorized Attentive Pooling for SSL-Based Speaker Verification
Published in Proc. ICASSP 2025, 1900
Citation: Junyi Peng, Ladislav Mošner, Lin Zhang, Oldřich Plchot, Themos Stafylakis, et al. "CA-MHFA: A Context-Aware Multi-Head Factorized Attentive Pooling for SSL-Based Speaker Verification," in Proc. ICASSP 2025, pp. 1-5.
Codec-Based Deepfake Source Tracing via Neural Audio Codec Taxonomy
Published in Proc. Interspeech 2025, 1900
Citation: Xuanjun Chen, I-Ming Lin, Lin Zhang, Jiawei Du, Haibin Wu, Hung-yi Lee, Jyh-Shing Roger Jang. "Codec-Based Deepfake Source Tracing via Neural Audio Codec Taxonomy," in Proc. Interspeech 2025, 1538-1542.
CodecFake+: A Large-Scale Neural Audio Codec-Based Deepfake Speech Dataset
Published in IEEE Transactions on Audio, Speech and Language Processing, 1900
Citation: Jiawei Du, Xuanjun Chen, Haibin Wu, Lin Zhang, I-Ming Lin, I-Hsiang Chiu, Wenze Ren, Yuan Tseng, Yu Tsao, Jyh-Shing Roger Jang, Hung-yi Lee. (2025) "CodecFake+: A Large-Scale Neural Audio Codec-Based Deepfake Speech Dataset" (submitted to IEEE Transactions on Audio, Speech and Language Processing)
Continual Unsupervised Domain Adaptation for Audio Deepfake Detection
Published in Proc. ICASSP 2025, 1900
Citation: Xiaohuan Chen, Wenhuan Lu, Ruiteng Zhang, Junhai Xu, Xugang Lu, Lin Zhang, Jianguo Wei. "Continual Unsupervised Domain Adaptation for Audio Deepfake Detection," in Proc. ICASSP 2025, pp. 1-5.
LlamaPartialSpoof: An LLM-Driven Fake Speech Dataset Simulating Disinformation Generation
Published in Proc. ICASSP 2025, 1900
Citation: Hieu-Thi Luong, Haoyang Li, Lin Zhang, Kong Aik Lee, Eng Siong Chng. "LlamaPartialSpoof: An LLM-Driven Fake Speech Dataset Simulating Disinformation Generation," in Proc. ICASSP 2025, pp. 1-5.
Multi-Sinkhorn Teacher Knowledge Aggregation Framework for Adaptive Audio Anti-Spoofing
Published in IEEE Transactions on Audio, Speech and Language Processing, 1900
Citation: Ruiteng Zhang, Jianguo Wei, Xugang Lu, Lin Zhang, Di Jin, Wenhuan Lu, Junhai Xu. (2025) "Multi-Sinkhorn Teacher Knowledge Aggregation Framework for Adaptive Audio Anti-Spoofing" in IEEE Transactions on Audio, Speech and Language Processing, vol. 33, pp. 3850-3865.
Optimal Transport with Class Structure Exploration for Cross-Domain Speech Emotion Recognition
Published in IEEE/ACM Transactions on Audio, Speech and Language Processing, 1900
Citation: Ruiteng Zhang, Jianguo Wei, Xugang Lu, Junhai Xu, Yongwei Li, Di Jin, Lin Zhang, Wenhuan Lu (2025). "Optimal Transport with Class Structure Exploration for Cross-Domain Speech Emotion Recognition." IEEE/ACM Transactions on Audio, Speech and Language Processing, vol. 33, pp. 37-53, 2025.
PartialEdit: Identifying Partial Deepfakes in the Era of Neural Speech Editing
Published in Proc. Interspeech 2025, 1900
Citation: You Zhang, Baotong Tian, Lin Zhang, Zhiyao Duan. "PartialEdit: Identifying Partial Deepfakes in the Era of Neural Speech Editing," in Proc. Interspeech 2025, 5353-5357.
Self-distillation-based domain exploration for source speaker verification under spoofed speech from unknown voice conversion
Published in Speech Communication, 1900
Citation: Xinlei Ma, Ruiteng Zhang, Jianguo Wei, Xugang Lu, Junhai Xu, Lin Zhang, and Wenhuan Lu. (2025) "Self-distillation-based domain exploration for source speaker verification under spoofed speech from unknown voice conversion." Speech Communication, vol 167: 103153.
SHDA: Sinkhorn Domain Attention for Cross-Domain Audio Anti-Spoofing
Published in IEEE Transactions on Information Forensics and Security, 1900
Citation: Ruiteng Zhang, Jianguo Wei, Xugang Lu, Lin Zhang, Di Jin, Junhai Xu, Wenhuan Lu. (2025) "SHDA: Sinkhorn Domain Attention for Cross-Domain Audio Anti-Spoofing" IEEE Transactions on Information Forensics and Security, vol. 20, pp. 6474-6489, 2025, doi: 10.1109/TIFS.2025.3576576
ShiftySpeech: A Large-Scale Synthetic Speech Dataset with Distribution Shifts
Published in NeurIPS 2025 Datasets and Benchmarks Track (submitted), 1900
Citation: Ashi Garg, Zexin Cai, Lin Zhang, Henry Li Xinyuan, Leibny Paola Garcia Perera, Kevin Duh, Sanjeev Khudanpur, Matthew Wiesner, Nicholas Andrews "ShiftySpeech: A Large-Scale Synthetic Speech Dataset with Distribution Shifts" (Submitted to NeurIPS 2025 Datasets and Benchmarks Track)
WeDefense: A Toolkit to Defend Against Fake Audio
Published in Workshop / Toolkit (in preparation), 1900
Citation: Lin Zhang, Xin Wang, Johan Rohdin, Junyi Peng, Tianchi Liu, You Zhang, Hieu-Thi Luong, Shuai Wang, Anna Silnova, Chengdong Liang, Nicholas Evans. "WeDefense: A Toolkit to Defend Against Fake Audio" (in preparation)
talks
‘Whether and When’: Detection and Localization of Partially Spoofed Audio
Published:
- 2023-06-27: Introducing talk at Brno University of Technology (BUT) during visiting.
- 2023-05-25: Invited talk at Huawei Shield Trustworthy Lab.
‘Whether, When, What’: Detection, Localization, and Diarization of Partially Spoofed Audio
Published:
- 2025-02-25: Invited talk at EURECOM, France, in person
- 2024-07-17: Invited talk at ISCA-SPSC online,
- 2024-01-30: PhD Defense, NII, Japan
What’s Happening on Partial Spoof?
Published:
- 2025-03-24: Invited talk at UEF, Finland, in person
- 2025-02-25: Invited talk at EURECOM, France, in person
- 2025-04-18: Speech Technologies reading group, JHU, USA, in person
An Overview of Partially Fake Speech
Published:
- 2025-11-20, IEEE SPS Webinar, online.
- Title: “Minor Manipulations, Major Threat: An Overview of Partially Fake Speech”
- Slides
- 2025-11-10, CLSP Webinar, JHU, USA.
- Title: “Minor Manipulations, Major Threat: An Overview of Partially Fake Speech”.
- 2025-08-15, Invited talk, Reality Defender, online
- Title: “Small Changes, Big Threat: A Story of Partial Spoof”