Zhizheng Wu武执政

Publications论文

30 journal articles, 102 conference papers, 3 book chapters, and 46 preprints. Citation counts are on Google Scholar.共发表期刊论文 30 篇、会议论文 102 篇、著作章节 3 篇，另有预印本 46 篇。引用情况见谷歌学术。

Representative代表论文

  1. FlexiSLM: A Spoken Language Model with Dynamic and Controllable Frame Rates

    Jiaqi Li, Chaoren Wang, Xiaohai Tian, Mingjie Chen, Xinyu Liang, Xu Li, Yufan Lin, Junwen Qiu, Jun Zhang, Lu Lu, Zhizheng Wu

    Conference会议 EMNLP 2026

  2. Vevo2: A Unified and Controllable Framework for Speech and Singing Voice Generation

    Xueyao Zhang, Junan Zhang, Yuancheng Wang, Chaoren Wang, Yuanzhe Chen, Dongya Jia, Zhuo Chen, Zhizheng Wu

    Journal期刊 IEEE/ACM Transactions on Audio, Speech, and Language Processing, 2026

  3. MaskGCT: Zero-Shot Text-to-Speech with Masked Generative Codec Transformer

    Yuancheng Wang, Haoyue Zhan, Liwei Liu, Ruihong Zeng, Haotian Guo, Jiachen Zheng, Qiang Zhang, Xueyao Zhang, Shunsi Zhang, Zhizheng Wu

    Conference会议 ICLR 2025

  4. Emilia: An Extensive, Multilingual, and Diverse Speech Dataset for Large-Scale Speech Generation

    Haorui He, Zengqiang Shang, Chaoren Wang, Xuyuan Li, Yicheng Gu, Hua Hua, Liwei Liu, Chen Yang, Jiaqi Li, Peiyang Shi, Yuancheng Wang, Kai Chen, Pengyuan Zhang, Zhizheng Wu

    Conference会议 IEEE Spoken Language Technology Workshop (SLT) 2024

  5. Spoofing and Countermeasures for Speaker Verification: A Survey

    Zhizheng Wu, Nicholas Evans, Tomi Kinnunen, Junichi Yamagishi, Federico Alegre, Haizhou Li

    Journal期刊 Speech Communication, 66, pp. 130–153, 2015

2026

  1. Vevo2: A Unified and Controllable Framework for Speech and Singing Voice Generation

    Xueyao Zhang, Junan Zhang, Yuancheng Wang, Chaoren Wang, Yuanzhe Chen, Dongya Jia, Zhuo Chen, Zhizheng Wu

    Journal期刊 IEEE/ACM Transactions on Audio, Speech, and Language Processing

  2. Over-the-Air Adversarial Attacks and Detection for Automatic Speaker Verification

    Li Wang, Xiaoyan Lei, Haorui He, Lei Wang, Jie Shi, Zhizheng Wu

    Journal期刊 IEEE/ACM Transactions on Audio, Speech, and Language Processing

  3. Text-Aligned Speech Tokens with Multiple Layer-Aggregation

    Ming-Hao Hsu, Liang-Hsuan Tseng, Hung-yi Lee, Zhizheng Wu

    Journal期刊 IEEE/ACM Transactions on Audio, Speech, and Language Processing

  4. Closing the Modality Reasoning Gap for Speech Large Language Models

    Chaoren Wang, Heng Lu, Xueyao Zhang, Shujie Liu, Yan Lu, Jinyu Li, Zhizheng Wu

    Conference会议 ACL 2026

  5. MimicLM: Zero-Shot Voice Imitation through Autoregressive Modeling of Pseudo-Parallel Speech Corpora

    Tao Feng, Yuxiang Wang, Yuancheng Wang, Xueyao Zhang, Dekun Chen, Chaoren Wang, Xun Guan, Zhizheng Wu

    Conference会议 Findings of ACL 2026

  6. WhispEar: A Bidirectional Framework for Scaling Whispered Speech Conversion via Pseudo-Parallel Whisper Generation

    Zihao Fang, Yingda Shen, Zifan Guan, Tongtong Song, Zhenyi Liu, Zhizheng Wu

    Conference会议 Interspeech 2026

  7. Zero-VC: Zero-Lookahead Streaming Voice Conversion via Speaker Anonymization

    Yudong Li, Zihao Fang, Junwen Qiu, Ruihai Jing, Ruixiang Hang, Yingda Shen, Zhizheng Wu

    Conference会议 Interspeech 2026

  8. NV-Bench: Benchmark of Nonverbal Vocalization Synthesis for Expressive Text-to-Speech Generation

    Qinke Ni, Huan Liao, Dekun Chen, Yuxiang Wang, Zhizheng Wu

    Conference会议 Interspeech 2026

  9. Entity Binding Failures in Speech LLM Reasoning: Diagnosis and Chain-of-Thought Intervention

    Ming-Hao Hsu, Xiaohai Tian, Jun Zhang, Zhizheng Wu

    Conference会议 Interspeech 2026

  10. NVSpeech: An Integrated and Scalable Pipeline for Human-Like Speech Modeling with Paralinguistic Vocalizations

    Huan Liao, Qinke Ni, Yuancheng Wang, Yiheng Lu, Haoyue Zhan, Pengyuan Xie, Qiang Zhang, Zhizheng Wu

    Conference会议 ICASSP 2026

  11. SP-MCQA: Evaluating Intelligibility of TTS Beyond the Word Level

    Hitomi Jin Ling Tee, Chaoren Wang, Zijie Zhang, Zhizheng Wu

    Conference会议 ICASSP 2026

  12. VoxPrivacy: A Benchmark for Evaluating Interactional Privacy of Speech Language Models

    Yuxiang Wang, Hongyu Liu, Dekun Chen, Xueyao Zhang, Zhizheng Wu

    Conference会议 ICLR 2026

  13. SpeechJudge: Towards Human-Level Judgment for Speech Naturalness

    Xueyao Zhang, Chaoren Wang, Huan Liao, Ziniu Li, Yuancheng Wang, Li Wang, Dongya Jia, Yuanzhe Chen, Xiulin Li, Zhuo Chen, Zhizheng Wu

    Conference会议 ICLR 2026

  14. FlexiCodec: A Dynamic Neural Audio Codec for Low Frame Rates

    Jiaqi Li, Yao Qian, Yuxuan Hu, Leying Zhang, Xiaofei Wang, Heng Lu, Manthan Thakker, Jinyu Li, Shang Zhao, Zhizheng Wu

    Conference会议 ICLR 2026

  15. FlexiVoice: Enabling Flexible Style Control in Zero-Shot TTS with Natural Language Instructions

    Dekun Chen, Xueyao Zhang, Yuancheng Wang, Kenan Dai, Li Ma, Zhizheng Wu

    Conference会议 ICLR 2026

  16. Multi-Metric Preference Alignment for Generative Speech Restoration

    Junan Zhang, Xueyao Zhang, Jing Yang, Yuancheng Wang, Fan Fan, Zhizheng Wu

    Conference会议 AAAI 2026

  17. FlexiSLM: A Spoken Language Model with Dynamic and Controllable Frame Rates

    Jiaqi Li, Chaoren Wang, Xiaohai Tian, Mingjie Chen, Xinyu Liang, Xu Li, Yufan Lin, Junwen Qiu, Jun Zhang, Lu Lu, Zhizheng Wu

    Conference会议 EMNLP 2026

  18. Grounding Sim-to-Real Generalization in Robotic Manipulation: An Empirical Study with Vision-Language-Action Models

    Ruixing Jin, Zicheng Zhu, Ruixiang Ouyang, Sheng Xu, Bo Yue, Zhizheng Wu, Guiliang Liu

    Conference会议 ECCV 2026

  19. Linear Script Representations in Speech Foundation Models Enable Zero-Shot Transliteration

    Ryan Soh-Eun Shim, Kwanghee Choi, Kalvin Chang, Ming-Hao Hsu, Florian Eichin, Zhizheng Wu, Alane Suhr, Michael A. Hedderich, David Harwath, David R. Mortensen, Barbara Plank

    Conference会议 Findings of ACL 2026

  20. Aliasing-Free Neural Audio Synthesis

    Yicheng Gu, Junan Zhang, Chaoren Wang, Jerry Li, Zhizheng Wu, Lauri Juvela

    Journal期刊 IEEE/ACM Transactions on Audio, Speech, and Language Processing

  21. Multi-Scale Accent Modeling and Disentangling for Multi-Speaker Multi-Accent Text-to-Speech Synthesis

    Xuehao Zhou, Mingyang Zhang, Yi Zhou, Zhizheng Wu, Haizhou Li

    Journal期刊 IEEE/ACM Transactions on Audio, Speech, and Language Processing

  22. FoleyCrafter: Bring Silent Videos to Life with Lifelike and Synchronized Sounds

    Yiming Zhang, Yicheng Gu, Yanhong Zeng, Zhening Xing, Yuancheng Wang, Zhizheng Wu, Bin Liu, Kai Chen

    Journal期刊 International Journal of Computer Vision, 134, 46

  23. SignBot: Learning Human-to-Humanoid Sign Language Interaction

    Guanren Qiao, Sixu Lin, Ronglai Zuo, Zhizheng Wu, Kui Jia, Guiliang Liu

    Conference会议 ICRA 2026

  24. AnyAccomp: Generalizable Accompaniment Generation via Quantized Melodic Bottleneck

    Junan Zhang, Yunjia Zhang, Xueyao Zhang, Zhizheng Wu

    Conference会议 ICASSP 2026

  25. The Singing Voice Conversion Challenge 2025: From Singer Identity Conversion to Singing Style Conversion

    Lester Phillip Violeta, Xueyao Zhang, Jiatong Shi, Yusuke Yasuda, Wen-Chin Huang, Zhizheng Wu, Tomoki Toda

    Conference会议 ICASSP 2026

  26. AudioTrust: Benchmarking the Multifaceted Trustworthiness of Audio Large Language Models

    Kai Li, Can Shen, Yile Liu, Jirui Han, Xuechao Zou, Lionel Wang, Shun Zhang, Xingjian Du, Hanjun Luo, Yingbin Jin, Xinxin Xing, Ziyang Ma, Yue Liu, YiFan Zhang, Junfeng Fang, Kun Wang, Yibo Yan, Gelei Deng, Haoyang Li, Yiming Li, Xiaobin Zhuang, Tianlong Chen, Qingsong Wen, Tianwei Zhang, Yang Liu, Haibo Hu, Zhizheng Wu, Xiaolin Hu, Ensiong Chng, Wenyuan Xu, XiaoFeng Wang, Wei Dong, Xinfeng Li

    Conference会议 ICLR 2026

  27. Decode Before You Hear: Speculative Listening for Chunk-Interleaved Full-Duplex Speech Language Models

    Yutong Bian, Yanglin Zhang, Yuxiang Wang, Luoyuan Zhang, Rongshen He, Zihao Wang, Junwen Qiu, Jiaqi Li, Zhizheng Wu

    Preprint预印本 arXiv:2611.06982

  28. ReListen: Training-Free Evidence Localization in Hour-Long Audio with Frozen Audio Language Models

    Ming-Hao Hsu, Shujie Liu, Yuxuan Hu, Yuxiang Wang, Yingda Shen, Jinyu Li, Zhizheng Wu

    Preprint预印本 arXiv:2611.04480

  29. RealComm: Benchmarking and Adapting Audio Deepfake Detection over Real Communication Channels

    Li Wang, Jindong Wang, Wan Lin, Kunyu Feng, Yufan Lin, Lei Wang, Rizhao Cai, Ce Fang, Jinzhe Xue, Jie Shi, Haizhou Li, Zhizheng Wu

    Preprint预印本 arXiv:2610.27459

  30. Jarvis: Coordination Deserves a Brain of Its Own in Agentic Interactive Models

    Yuxiang Wang, Shengbo Cai, Zhixian Zhao, Yingda Shen, Yuancheng Wang, Xueyao Zhang, Liqiang Zhang, Teddy Sun, Steve Yves, Zhizheng Wu

    Preprint预印本 arXiv:2610.23804

  31. ConvexLLM: Scaling Convex-Hull Speech Interfaces to General-Purpose Audio Intelligence

    Ming-Hao Hsu, Shujie Liu, Yuxuan Hu, Yuxiang Wang, Yingda Shen, Jinyu Li, Zhizheng Wu

    Preprint预印本 arXiv:2610.23539

  32. Repairing Speech Access After Text Updates with Frozen Affine Fields

    Ming-Hao Hsu, Yuxiang Wang, Yingda Shen, Zhizheng Wu

    Preprint预印本 arXiv:2610.20253

  33. Long-Prompt Zero-Shot TTS: Benchmarking Prosody Reproduction Beyond Voice Cloning

    Dekun Chen, Renjie Xu, Yingda Shen, Qinke Ni, Zhizheng Wu

    Preprint预印本 arXiv:2610.19774

  34. What Matters in Preference Post-Training of Continuous Autoregressive Speech Language Models

    Yingda Shen, Yao Qian, Dekun Chen, Yufei Liu, Junan Zhang, Chong Jing, Han Wang, Yuxiang Wang, Zhizheng Wu

    Preprint预印本 arXiv:2610.16276

  35. AnyEdit: A Unified Framework for Speech and Singing Voice Editing with Real-World Environmental Consistency

    Yunjia Zhang, Junan Zhang, Jing Yang, Xueyao Zhang, Fan Fan, Zhizheng Wu

    Preprint预印本 arXiv:2610.15665

  36. DuplexAgent-RSI: Recursive Harness Improvement for Full-Duplex Voice Agent Collaboration

    Yingda Shen, Yuxiang Wang, Kunyu Feng, Qinke Ni, Jiaqi Li, Minghao Hsu, Junan Zhang, Dekun Chen, Yutong Bian, Zhizheng Wu

    Preprint预印本 arXiv:2610.11299

  37. AuraSE: Low-Hallucination Generative Speech Enhancement via Multimodal Flow Matching and Inference Policy Optimization

    Yingda Shen, Yao Qian, Yuxuan Hu, Junan Zhang, Yuxiang Wang, Hardik Hansrajbhai Chauhan, Yudong Li, Yufei Xia, Yufei Liu, Zhizheng Wu

    Preprint预印本 arXiv:2610.06632

  38. AURAL: Adaptive Latent Reasoning with Joint Chunk for Speech Language Models

    Yuxiang Wang, Kunyu Feng, Yuancheng Wang, Zihang Liu, Shengbo Cai, Qinke Ni, Wan Lin, Tao Feng, Yingda Shen, Ming-Hao Hsu, Zhixian Zhao, Liqiang Zhang, Teddy Sun, Steve Yves, Zhizheng Wu

    Preprint预印本 arXiv:2610.01560

  39. Interpreting and Evaluating Dynamic-Rate Speech Codec Boundaries

    Han Wang, Jiaqi Li, Yingda Shen, Yuxiang Wang, Zhizheng Wu

    Preprint预印本 arXiv:2609.36951

  40. EvoAudio: Recursive Self-Improvement for Audio Understanding

    Yuxiang Wang, Shengbo Cai, Yingda Shen, Ming-Hao Hsu, Qinke Ni, Liqiang Zhang, Teddy Sun, Steve Yevs, Zhizheng Wu

    Preprint预印本 arXiv:2609.27389

  41. Spoken Language Models that Think Aloud

    Junyi Ao, Kainan Peng, Mingbo Ma, Shun Zhang, Zhenyu Tang, Xutai Ma, Xiang Li, Yinghao Li, Yuancheng Wang, Zhizheng Wu, Haizhou Li, Qing He, Xubo Liu

    Preprint预印本 arXiv:2609.26488

  42. CycleSpeech: Reciprocal Alignment for Instruction-Controlled Speech Synthesis and Paralinguistic Understanding

    Huan Liao, Haonan Han, Xingwen Han, Dekun Chen, Yuancheng Wang, Zhizheng Wu

    Preprint预印本 arXiv:2609.24771

  43. GenTraceBench: A Benchmark for Tracing Audio Deepfakes Across Pre- and Post-training Stages

    Li Wang, Kunyu Feng, Wan Lin, Dekun Chen, Qinke Ni, Xueyao Zhang, Lei Wang, Jie Shi, Haizhou Li, Zhizheng Wu

    Preprint预印本 arXiv:2609.21738

  44. Multi-Dimensional Prosody Judgment For Live Streaming Speech Synthesis

    Zifan Guan, Longyu Lu, Junan Zhang, Zhizheng Wu, Meiguang Jin, Junfeng Ma

    Preprint预印本 arXiv:2609.20124

  45. CoReLoop: Parameter-Efficient Controlled Recurrent Refinement for Audio Deepfake Detection

    Kunyu Feng, Yuxiang Wang, Li Wang, Wan Lin, Zhizheng Wu

    Preprint预印本 arXiv:2609.19818

  46. CPR: Combining global composing, local performing and full-sequence refining in piano rendering with continuous autoregressive modelling

    Chong Jing, Junan Zhang, Zhizheng Wu

    Preprint预印本 arXiv:2609.18216

  47. RecurTrace: Adaptive Latent Reasoning with Loop-Time Memory

    Yuxiang Wang, Kunyu Feng, Yingda Shen, Haoning Xu, Junyu Wang, Zhizheng Wu

    Preprint预印本 arXiv:2609.03379

  48. P-MUSE: Prompt-MIDI-Optional Model for Unified Instrumental Music Synthesis and Editing

    Chong Jing, Junan Zhang, Jing Yang, Yulun Wu, Fan Fan, Zhizheng Wu

    Preprint预印本 arXiv:2608.01920

  49. Teffic-Audio: Tell Fact from Fiction

    Wan Lin, Li Wang, Jindong Wang, Kunyu Feng, Zhizheng Wu

    Preprint预印本 arXiv:2607.28351

  50. SimulS2ST-Omni: Data-Efficient Streaming Speech-to-Speech Translation via Explicit Trajectory Supervision

    Rongshen He, Xinyu Liang, Dekun Chen, Jiaqi Li, Mingjie Chen, Zhizheng Wu

    Preprint预印本 arXiv:2607.19810

  51. Is One Score Enough? Assessing Singing Quality of Songs with Temporal Score Curves

    Yishan Lv, Jing Luo, Xinyu Yang, Zhizheng Wu

    Preprint预印本 arXiv:2607.16599

  52. AnySynth: Zero-Shot Instrument Cloning via In-Context Learning and Asymmetric Hierarchical Guidance

    Chong Jing, Junan Zhang, Jing Yang, Yulun Wu, Fan Fan, Zhizheng Wu

    Preprint预印本 arXiv:2607.11143

  53. Frequency-Aware Self-Supervised Music Representation Learning

    Yicheng Gu, Junan Zhang, Jerry Li, Zhizheng Wu, Lauri Juvela

    Preprint预印本 arXiv:2606.25713

  54. ParaBridge: Bridging Paralinguistic Perception and Dialogue Behavior in Speech Language Models

    Yuxiang Wang, Qinke Ni, Shengbo Cai, Wan Lin, Liqiang Zhang, Zhizheng Wu

    Preprint预印本 arXiv:2606.10581

  55. Is Text All You Need? Text as a Universal Information Bottleneck for Speech LLMs

    Ming-Hao Hsu, Yuxuan Hu, Shujie Liu, Jinyu Li, Yan Lu, Zhizheng Wu

    Preprint预印本 arXiv:2606.09366

  56. EigeNet: Geometry-Informed Multi-Modal Learning for Few-shot Novel View RIR Prediction

    Chong Jing, Zitong Lan, Junan Zhang, Zhizheng Wu

    Preprint预印本 arXiv:2605.28101

  57. VoxSafeBench: Not Just What Is Said, but Who, How, and Where

    Yuxiang Wang, Hongyu Liu, Yijiang Xu, Qinke Ni, Li Wang, Wan Lin, Kunyu Feng, Dekun Chen, Xu Tan, Lei Wang, Jie Shi, Zhizheng Wu

    Preprint预印本 arXiv:2604.14548

  58. Geometric Alignment without Functional Equivalence: A Layer-wise Analysis of the Speech-Text Modality Gap

    Ming-Hao Hsu, Xiaohai Tian, Jun Zhang, Lu Lu, Yuxuan Wang, Zhizheng Wu

    Preprint预印本 arXiv:2603.01502

2025

  1. AnyEnhance: A Unified Generative Model with Prompt-Guidance and Self-Critic for Voice Enhancement

    Junan Zhang, Jing Yang, Zihao Fang, Yuancheng Wang, Zehua Zhang, Zhuo Wang, Fan Fan, Zhizheng Wu

    Journal期刊 IEEE/ACM Transactions on Audio, Speech, and Language Processing

  2. CoAVT: A Cognition-Inspired Unified Audio-Visual-Text Pre-Training Model for Multimodal Processing

    Xianghu Yue, Xiaohai Tian, Lu Lu, Malu Zhang, Zhizheng Wu, Haizhou Li

    Journal期刊 IEEE/ACM Transactions on Audio, Speech, and Language Processing

  3. Emilia: A Large-Scale, Extensive, Multilingual, and Diverse Dataset for Speech Generation

    Haorui He, Zengqiang Shang, Chaoren Wang, Xuyuan Li, Yicheng Gu, Hua Hua, Liwei Liu, Chen Yang, Jiaqi Li, Peiyang Shi, Yuancheng Wang, Kai Chen, Pengyuan Zhang, Zhizheng Wu

    Journal期刊 IEEE/ACM Transactions on Audio, Speech, and Language Processing

  4. Metis: A Foundation Speech Generation Model with Masked Generative Pre-training

    Yuancheng Wang, Jiachen Zheng, Junan Zhang, Xueyao Zhang, Huan Liao, Zhizheng Wu

    Conference会议 NeurIPS 2025

  5. TaDiCodec: Text-aware Diffusion Speech Tokenizer for Speech Language Modeling

    Yuancheng Wang, Dekun Chen, Xueyao Zhang, Junan Zhang, Jiaqi Li, Zhizheng Wu

    Conference会议 NeurIPS 2025

  6. Advancing Zero-shot Text-to-Speech Intelligibility across Diverse Domains via Preference Alignment

    Xueyao Zhang, Yuancheng Wang, Chaoren Wang, Ziniu Li, Zhuo Chen, Zhizheng Wu

    Conference会议 ACL 2025

  7. LOKI: A Comprehensive Synthetic Data Detection Benchmark using Large Multimodal Models

    Junyan Ye, Baichuan Zhou, Zilong Huang, Junan Zhang, Tianyi Bai, Hengrui Kang, Jun He, Honglin Lin, Zihao Wang, Tong Wu, Zhizheng Wu, Yiping Chen, Dahua Lin, Conghui He, Weijia Li

    Conference会议 ICLR 2025

  8. MaskGCT: Zero-Shot Text-to-Speech with Masked Generative Codec Transformer

    Yuancheng Wang, Haoyue Zhan, Liwei Liu, Ruihong Zeng, Haotian Guo, Jiachen Zheng, Qiang Zhang, Xueyao Zhang, Shunsi Zhang, Zhizheng Wu

    Conference会议 ICLR 2025

  9. Vevo: Controllable Zero-Shot Voice Imitation with Self-Supervised Disentanglement

    Xueyao Zhang, Xiaohui Zhang, Kainan Peng, Zhenyu Tang, Vimal Manohar, Yingru Liu, Jeff Hwang, Dangna Li, Yuhao Wang, Julian Chan, Yuan Huang, Zhizheng Wu, Mingbo Ma

    Conference会议 ICLR 2025

  10. PicoAudio: Enabling Precise Temporal Controllability in Text-to-Audio Generation

    Zeyu Xie, Xuenan Xu, Zhizheng Wu, Mengyue Wu

    Conference会议 ICASSP 2025

  11. AudioTime: A Temporally-Aligned Audio-Text Benchmark Dataset

    Zeyu Xie, Xuenan Xu, Zhizheng Wu, Mengyue Wu

    Conference会议 ICASSP 2025

  12. Solid State Bus-Comp: A Large-Scale and Diverse Dataset for Dynamic Range Compressor Virtual Analog Modeling

    Yicheng Gu, Runsong Zhang, Lauri Juvela, Zhizheng Wu

    Conference会议 DAFx 2025

  13. Neurodyne: Neural Pitch Manipulation with Representation Learning and Cycle-Consistency GAN

    Yicheng Gu, Chaoren Wang, Zhizheng Wu, Lauri Juvela

    Conference会议 Interspeech 2025

  14. DualCodec: A Low-Frame-Rate, Semantically-Enhanced Neural Audio Codec for Speech Generation

    Jiaqi Li, Xiaolong Lin, Zhekai Li, Shixi Huang, Yuancheng Wang, Chaoren Wang, Zhenpeng Zhan, Zhizheng Wu

    Conference会议 Interspeech 2025

  15. Swallowing the Poison Pills: Insights from Vulnerability Disparity Among LLMs

    Peng Yifeng, Zhizheng Wu, Chen Chen

    Conference会议 IJCNLP-AACL 2025

  16. Noro: Noise-Robust One-Shot Voice Conversion with Hidden Speaker Representation Learning

    Haorui He, Yuchen Song, Yuancheng Wang, Haoyang Li, Xueyao Zhang, Li Wang, Gongping Huang, Eng Siong Chng, Zhizheng Wu

    Conference会议 APSIPA ASC 2025 (Best Paper Finalist)

  17. Investigating training objective for flow matching-based speech enhancement

    Liusha Yang, Ziru Ge, Gui Zhang, Junan Zhang, Zhizheng Wu

    Preprint预印本 arXiv:2512.10382

  18. DFALLM: Achieving Generalizable Multitask Deepfake Detection by Optimizing Audio LLM Components

    Yupei Li, Li Wang, Yuxiang Wang, Lei Wang, Rizhao Cai, Jie Shi, Björn W. Schuller, Zhizheng Wu

    Preprint预印本 arXiv:2512.08403

  19. SingVERSE: A Diverse, Real-World Benchmark for Singing Voice Enhancement

    Shaohan Jiang, Junan Zhang, Yunjia Zhang, Jing Yang, Fan Fan, Zhizheng Wu

    Preprint预印本 arXiv:2509.20969

  20. An Extensive Analysis of the Singing Voice Conversion Challenge 2025 Evaluation Results

    Lester Phillip Violeta, Xueyao Zhang, Jiatong Shi, Yusuke Yasuda, Wen-Chin Huang, Zhizheng Wu, Tomoki Toda

    Preprint预印本 arXiv:2509.15629

  21. The CCF AATC 2025 Speech Restoration Challenge: A Retrospective

    Junan Zhang, Mengyao Zhu, Xin Xu, Hui Bu, Zhenhua Ling, Zhizheng Wu

    Preprint预印本 arXiv:2509.12974

  22. Audio Deepfake Verification

    Li Wang, Junyi Ao, Linyong Gan, Yuancheng Wang, Xueyao Zhang, Zhizheng Wu

    Preprint预印本 arXiv:2509.08476

  23. Solla: Towards a Speech-Oriented LLM That Hears Acoustic Context

    Junyi Ao, Dekun Chen, Xiaohai Tian, Wenjie Feng, Jun Zhang, Lu Lu, Yuxuan Wang, Haizhou Li, Zhizheng Wu

    Preprint预印本 arXiv:2503.15338

  24. Overview of the Amphion Toolkit (v0.2)

    Jiaqi Li, Xueyao Zhang, Yuancheng Wang, Haorui He, Chaoren Wang, Li Wang, Huan Liao, Junyi Ao, Zeyu Xie, Yiqiao Huang, Junan Zhang, Zhizheng Wu

    Preprint预印本 arXiv:2501.15442

2024

  1. An Investigation of Time-Frequency Representation Discriminators for High-Fidelity Vocoders

    Yicheng Gu, Xueyao Zhang, Liumeng Xue, Haizhou Li, Zhizheng Wu

    Journal期刊 IEEE/ACM Transactions on Audio, Speech, and Language Processing

  2. SingVisio: Visual Analytics of Diffusion Model for Singing Voice Conversion

    Liumeng Xue, Chaoren Wang, Mingxuan Wang, Xueyao Zhang, Jun Han, Zhizheng Wu

    Journal期刊 Computers & Graphics

  3. Accented Text-to-Speech Synthesis with Limited Data

    Xuehao Zhou, Mingyang Zhang, Yi Zhou, Zhizheng Wu, Haizhou Li

    Journal期刊 IEEE/ACM Transactions on Audio, Speech, and Language Processing

  4. SD-Eval: A Benchmark Dataset for Spoken Dialogue Understanding Beyond Words

    Junyi Ao*, Yuancheng Wang*, Xiaohai Tian, Dekun Chen, Jun Zhang, Lu Lu, Yuxuan Wang, Haizhou Li, Zhizheng Wu

    Conference会议 NeurIPS 2024

  5. Amphion: An Open-Source Audio, Music and Speech Generation Toolkit

    Xueyao Zhang, Liumeng Xue, Yicheng Gu, Yuancheng Wang, Jiaqi Li, Haorui He, Chaoren Wang, Ting Song, Xi Chen, Zihao Fang, Haopeng Chen, Junan Zhang, Tze Ying Tang, Lexiao Zou, Mingxuan Wang, Jun Han, Kai Chen, Haizhou Li, Zhizheng Wu

    Conference会议 IEEE Spoken Language Technology Workshop (SLT) 2024

  6. Emilia: An Extensive, Multilingual, and Diverse Speech Dataset for Large-Scale Speech Generation

    Haorui He, Zengqiang Shang, Chaoren Wang, Xuyuan Li, Yicheng Gu, Hua Hua, Liwei Liu, Chen Yang, Jiaqi Li, Peiyang Shi, Yuancheng Wang, Kai Chen, Pengyuan Zhang, Zhizheng Wu

    Conference会议 IEEE Spoken Language Technology Workshop (SLT) 2024

  7. SpMis: An Investigation of Synthetic Spoken Misinformation Detection

    Peizhuo Liu, Li Wang, Renqiang He, Haorui He, Lei Wang, Huadi Zheng, Jie Shi, Tong Xiao, Zhizheng Wu

    Conference会议 IEEE Spoken Language Technology Workshop (SLT) 2024

  8. Leveraging Diverse Semantic-based Audio Pretrained Models for Singing Voice Conversion

    Xueyao Zhang, Zihao Fang, Yicheng Gu, Haopeng Chen, Lexiao Zou, Junan Zhang, Liumeng Xue, Zhizheng Wu

    Conference会议 IEEE Spoken Language Technology Workshop (SLT) 2024

  9. Investigating Neural Audio Codecs for Speech Language Model-Based Speech Generation

    Jiaqi Li, Dongmei Wang, Xiaofei Wang, Yao Qian, Long Zhou, Shujie Liu, Midia Yousefi, Canrun Li, Chung-Hsien Tsai, Zhen Xiao, Yanqing Liu, Junkun Chen, Sheng Zhao, Jinyu Li, Zhizheng Wu, Michael Zeng

    Conference会议 IEEE Spoken Language Technology Workshop (SLT) 2024

  10. NaturalSpeech 3: Zero-Shot Speech Synthesis with Factorized Codec and Diffusion Models

    Zeqian Ju, Yuancheng Wang, Kai Shen, Xu Tan, Detai Xin, Dongchao Yang, Yanqing Liu, Yichong Leng, Kaitao Song, Siliang Tang, Zhizheng Wu, Tao Qin, Xiang-Yang Li, Wei Ye, Shikun Zhang, Jiang Bian, Lei He, Jinyu Li, Sheng Zhao

    Conference会议 ICML 2024

  11. Multi-Scale Sub-Band Constant-Q Transform Discriminator for High-Fidelity Vocoder

    Yicheng Gu, Xueyao Zhang, Liumeng Xue, Zhizheng Wu

    Conference会议 ICASSP 2024

  12. An Initial Investigation of Neural Replay Simulator for Over-the-Air Adversarial Perturbations to Automatic Speaker Verification

    Jiaqi Li, Li Wang, Liumeng Xue, Lei Wang, Zhizheng Wu

    Conference会议 ICASSP 2024

  13. AdvSV: An Over-the-Air Adversarial Attack Dataset for Speaker Verification

    Li Wang, Jiaqi Li, Yuhao Luo, Jiahao Zheng, Lei Wang, Hao Li, Ke Xu, Chengfang Fang, Jie Shi, Zhizheng Wu

    Conference会议 ICASSP 2024

  14. Zh-Paral: Benchmark Dataset for Comprehension of Chinese Paralinguistic Speech

    Dekun Chen, Zhizheng Wu

    Conference会议 ISCSLP 2024

  15. Debatts: Zero-Shot Debating Text-to-Speech Synthesis

    Yiqiao Huang, Yuancheng Wang, Jiaqi Li, Haotian Guo, Haorui He, Shunsi Zhang, Zhizheng Wu

    Preprint预印本 arXiv:2411.06540

  16. HiFi-Glot: High-Fidelity Neural Formant Synthesis with Differentiable Resonant Filters

    Yicheng Gu, Pablo Pérez Zarazaga, Chaoren Wang, Zhizheng Wu, Zofia Malisz, Gustav Eje Henter, Lauri Juvela

    Preprint预印本 arXiv:2409.14823

  17. Foundation Models for Music: A Survey

    Yinghao Ma, Anders Øland, Anton Ragni, Bleiz MacSen Del Sette, Charalampos Saitis, Chris Donahue, Chenghua Lin, Christos Plachouras, Emmanouil Benetos, Elona Shatri, Fabio Morreale, Ge Zhang, György Fazekas, Gus Xia, Huan Zhang, Ilaria Manco, Jiawen Huang, Julien Guinot, Liwei Lin, Luca Marinelli, Max W. Y. Lam, Megha Sharma, Qiuqiang Kong, Roger B. Dannenberg, Ruibin Yuan, Shangda Wu, Shih-Lun Wu, Shuqi Dai, Shun Lei, Shiyin Kang, Simon Dixon, Wenhu Chen, Wenhao Huang, Xingjian Du, Xingwei Qu, Xu Tan, Yizhi Li, Zeyue Tian, Zhiyong Wu, Zhizheng Wu, Ziyang Ma, Ziyu Wang

    Preprint预印本 arXiv:2408.14340

2023

  1. Towards Zero-Shot Multi-Speaker Multi-Accent Text-to-Speech Synthesis

    Mingyang Zhang, Xuehao Zhou, Zhizheng Wu, Haizhou Li

    Journal期刊 IEEE Signal Processing Letters

  2. Optimization of Cross-Lingual Voice Conversion With Linguistics Losses to Reduce Foreign Accents

    Yi Zhou, Zhizheng Wu, Xiaohai Tian, Haizhou Li

    Journal期刊 IEEE/ACM Transactions on Audio, Speech, and Language Processing

  3. TTS-Guided Training for Accent Conversion Without Parallel Data

    Yi Zhou, Zhizheng Wu, Mingyang Zhang, Xiaohai Tian, Haizhou Li

    Journal期刊 IEEE Signal Processing Letters

  4. AUDIT: Audio Editing by Following Instructions with Latent Diffusion Models

    Yuancheng Wang, Zeqian Ju, Xu Tan, Lei He, Zhizheng Wu, Jiang Bian, Sheng Zhao

    Conference会议 NeurIPS 2023

  5. Zero-Shot Multi-Speaker Accent TTS with Limited Accent Data

    Mingyang Zhang, Yi Zhou, Zhizheng Wu, Haizhou Li

    Conference会议 APSIPA ASC 2023

  6. Audio compression-assisted feature extraction for voice replay attack detection

    Xiangyu Shi, Yuhao Luo, Li Wang, Haorui He, Hao Li, Lei Wang, Zhizheng Wu

    Preprint预印本 arXiv:2310.05813

  7. PIAVE: A Pose-Invariant Audio-Visual Speaker Extraction Network

    Qinghua Liu, Meng Ge, Zhizheng Wu, Haizhou Li

    Preprint预印本 arXiv:2309.06723

2022

  1. Combating Misinformation/Disinformation in Online Social Media: A Multidisciplinary View

    Mauro Barni, Yi Fang, Yuhong Liu, Laura Robinson, Kazutoshi Sasahara, Subramaniam Vincent, Xinchao Wang, Zhizheng Wu

    Journal期刊 APSIPA Transactions on Signal and Information Processing

  2. Audio Splicing Localization: Can We Accurately Locate the Splicing Tampering?

    Zhiping Zeng, Zhizheng Wu

    Conference会议 ISCSLP 2022

  3. Inconsistency Ranking-based Noisy Label Detection for High-quality Data

    Ruibin Yuan, Hanzhi Yin, Yi Wang, Yifan He, Yushi Ye, Lei Zhang, Zhizheng Wu

    Preprint预印本 arXiv:2212.00239

2021

  1. Cross-Lingual Voice Conversion with a Cycle Consistency Loss on Linguistic Representation

    Yi Zhou, Xiaohai Tian, Zhizheng Wu, Haizhou Li

    Conference会议 Interspeech 2021

2019

  1. The Blizzard Challenge 2019

    Zhizheng Wu, Zhihang Xie, Simon King

    Conference会议 Blizzard Challenge Workshop 2019

  2. Building a Mixed-Lingual Neural TTS System with Only Monolingual Data

    Liumeng Xue, Wei Song, Guanghui Xu, Lei Xie, Zhizheng Wu

    Conference会议 Interspeech 2019

2017

  1. ASVspoof: The Automatic Speaker Verification Spoofing and Countermeasures Challenge

    Zhizheng Wu, Junichi Yamagishi, Tomi Kinnunen, Cemal Hanilci, Md Sahidullah, Aleksandr Sizov, Nicholas Evans, Massimiliano Todisco, Hector Delgado

    Journal期刊 IEEE Journal of Selected Topics in Signal Processing

  2. An Exemplar-based Approach to Frequency Warping for Voice Conversion

    Xiaohai Tian, Siu-Wa Lee, Zhizheng Wu, Eng Siong Chng, Haizhou Li

    Journal期刊 IEEE/ACM Transactions on Audio, Speech, and Language Processing

  3. Deep Feature Engineering for Noise Robust Spoofing Detection

    Yanmin Qian, Nanxin Chen, Heinrich Dinkel, Zhizheng Wu

    Journal期刊 IEEE/ACM Transactions on Audio, Speech, and Language Processing

  4. Siri On-Device Deep Learning-Guided Unit Selection Text-to-Speech System

    Tim Capes, Paul Coles, Alistair Conkie, Ladan Golipour, Abie Hadjitarkhani, Qiong Hu, Nancy Huddleston, Melvyn Hunt, Jiangchuan Li, Matthias Neeracher, Kishore Prahallad, Tuomo Raitio, Ramya Rasipuram, Greg Townsend, Becci Williamson, David Winarsky, Zhizheng Wu, Hepeng Zhang

    Conference会议 Interspeech 2017

2016

  1. Improving Trajectory Modelling for DNN-based Speech Synthesis by using Stacked Bottleneck Features and Minimum Trajectory Error Training

    Zhizheng Wu, Simon King

    Journal期刊 IEEE/ACM Transactions on Audio, Speech, and Language Processing

  2. Synthetic Speech Detection Using Phase Information

    Ibon Saratxaga, Jon Sanchez, Zhizheng Wu, Inma Hernaez, Eva Navas

    Journal期刊 Speech Communication

  3. Anti-Spoofing for Text-Independent Speaker Verification: An Initial Database, Comparison of Countermeasures, and Human Performance

    Zhizheng Wu, Phillip L. De Leon, Cenk Demiroglu, Ali Khodabakhsh, Simon King, Zhen-Hua Ling, Daisuke Saito, Bryan Stewart, Tomoki Toda, Mirjam Wester, Junichi Yamagishi

    Journal期刊 IEEE/ACM Transactions on Audio, Speech, and Language Processing, 24(4), pp. 768–783

  4. Merlin: An Open Source Neural Network Speech Synthesis System

    Zhizheng Wu, Oliver Watts, Simon King

    Conference会议 9th ISCA Speech Synthesis Workshop (SSW9), 2016

  5. Multidimensional Scaling of Systems in the Voice Conversion Challenge 2016

    Mirjam Wester, Zhizheng Wu, Junichi Yamagishi

    Conference会议 9th ISCA Speech Synthesis Workshop (SSW9), 2016

  6. On the Impact of Phoneme Alignment in DNN-based Speech Synthesis

    Mei Li, Zhizheng Wu, Lei Xie

    Conference会议 9th ISCA Speech Synthesis Workshop (SSW9), 2016

  7. A Template-based Approach for Speech Synthesis Intonation Generation using LSTMs

    Srikanth Ronanki, Gustav Eje Henter, Zhizheng Wu, Simon King

    Conference会议 Interspeech 2016

  8. Waveform Generation based on Signal Reshaping for Statistical Parametric Speech Synthesis

    Felipe Espic, Cassia Valentini-Botinhao, Zhizheng Wu, Simon King

    Conference会议 Interspeech 2016

  9. Analysis of the Voice Conversion Challenge 2016 Evaluation Results

    Mirjam Wester, Zhizheng Wu, Junichi Yamagishi

    Conference会议 Interspeech 2016

  10. The Voice Conversion Challenge 2016

    Tomoki Toda, Ling-Hui Chen, Daisuke Saito, Fernando Villavicencio, Mirjam Wester, Zhizheng Wu, Junichi Yamagishi

    Conference会议 Interspeech 2016

  11. An Investigation of Spoofing Speech Detection under Additive Noise and Reverberant Conditions

    Xiaohai Tian, Zhizheng Wu, Xiong Xiao, Eng Siong Chng, Haizhou Li

    Conference会议 Interspeech 2016

  12. GlottDNN: A Full-Band Glottal Vocoder for Statistical Parametric Speech Synthesis

    Manu Airaksinen, Bajibabu Bollepalli, Lauri Juvela, Zhizheng Wu, Simon King, Paavo Alku

    Conference会议 Interspeech 2016

  13. Investigating Gated Recurrent Neural Networks for Speech Synthesis

    Zhizheng Wu, Simon King

    Conference会议 ICASSP 2016

  14. Spoofing Detection from a Feature Representation Perspective

    Xiaohai Tian, Zhizheng Wu, Xiong Xiao, Eng Siong Chng, Haizhou Li

    Conference会议 ICASSP 2016

  15. Deep Neural Network-Guided Unit Selection Synthesis

    Thomas Merritt, Robert A.J. Clark, Zhizheng Wu, Junichi Yamagishi, Simon King

    Conference会议 ICASSP 2016

  16. From HMMs to DNNs: Where Do the Improvements Come From?

    Oliver Watts, Gustav Eje Henter, Thomas Merritt, Zhizheng Wu, Simon King

    Conference会议 ICASSP 2016

  17. Robust TTS Duration Modelling using DNNs

    Gustav Eje Henter, Srikanth Ronanki, Oliver Watts, Mirjam Wester, Zhizheng Wu, Simon King

    Conference会议 ICASSP 2016

  18. On the Use of I-Vectors and Average Voice Model for Voice Conversion without Parallel Data

    Jie Wu, Zhizheng Wu, Lei Xie

    Conference会议 APSIPA ASC 2016

  19. Predicting Articulatory Movement from Text using Deep Architecture with Stacked Bottleneck Features

    Zhen Wei, Zhizheng Wu, Lei Xie

    Conference会议 APSIPA ASC 2016

  20. On the Training of DNN-based Average Voice Model for Speech Synthesis

    Shan Yang, Zhizheng Wu, Lei Xie

    Conference会议 APSIPA ASC 2016

2015

  1. On the Study of Replay and Voice Conversion Attacks to Text-Dependent Speaker Verification

    Zhizheng Wu, Haizhou Li

    Journal期刊 Multimedia Tools and Applications

  2. Joint Speaker Verification and Anti-Spoofing in the i-Vector Space

    Aleksandr Sizov, Elie Khoury, Tomi Kinnunen, Zhizheng Wu, Sebastien Marcel

    Journal期刊 IEEE Transactions on Information Forensics and Security, 10(4), pp. 821–832

  3. Spoofing and Countermeasures for Speaker Verification: A Survey

    Zhizheng Wu, Nicholas Evans, Tomi Kinnunen, Junichi Yamagishi, Federico Alegre, Haizhou Li

    Journal期刊 Speech Communication, 66, pp. 130–153

  4. Exemplar-based Voice Conversion using Joint Nonnegative Matrix Factorization

    Zhizheng Wu, Eng Siong Chng, Haizhou Li

    Journal期刊 Multimedia Tools and Applications, 74(22), pp. 9943–9958

  5. Minimum Trajectory Error Training for Deep Neural Networks, Combined with Stacked Bottleneck Features

    Zhizheng Wu, Simon King

    Conference会议 Interspeech 2015

  6. A Study of Speaker Adaptation for DNN-based Speech Synthesis

    Zhizheng Wu, Pawel Swietojanski, Christophe Veaux, Steve Renals, Simon King

    Conference会议 Interspeech 2015

  7. ASVspoof 2015: The First Automatic Speaker Verification Spoofing and Countermeasures Challenge

    Zhizheng Wu, Tomi Kinnunen, Nicholas Evans, Junichi Yamagishi, Cemal Hanilci, Md Sahidullah, Aleksandr Sizov

    Conference会议 Interspeech 2015

  8. Fusion of Multiple Parameterisations for DNN-based Sinusoidal Speech Synthesis with Multi-Task Learning

    Qiong Hu, Zhizheng Wu, Korin Richmond, Junichi Yamagishi, Yannis Stylianou, Ranniery Maia

    Conference会议 Interspeech 2015

  9. Towards Minimum Perceptual Error Training for DNN-based Speech Synthesis

    Cassia Valentini-Botinhao, Zhizheng Wu, Simon King

    Conference会议 Interspeech 2015

  10. Sentence-Level Control Vectors for Deep Neural Network Speech Synthesis

    Oliver Watts, Zhizheng Wu, Simon King

    Conference会议 Interspeech 2015

  11. System Fusion for High-Performance Voice Conversion

    Xiaohai Tian, Zhizheng Wu, Siu-Wa Lee, Nguyen Quy Hy, Minghui Dong, Eng Siong Chng

    Conference会议 Interspeech 2015

  12. Human vs Machine Spoofing Detection on Wideband and Narrowband Data

    Mirjam Wester, Zhizheng Wu, Junichi Yamagishi

    Conference会议 Interspeech 2015

  13. Deep Neural Network Context Embeddings for Model Selection in Rich-Context HMM Synthesis

    Thomas Merritt, Junichi Yamagishi, Zhizheng Wu, Oliver Watts, Simon King

    Conference会议 Interspeech 2015

  14. The NST–GlottHMM Entry to the Blizzard Challenge 2015

    Oliver Watts, Srikanth Ronanki, Zhizheng Wu, Tuomo Raitio, Antti Suni

    Conference会议 Blizzard Challenge Workshop 2015

  15. Deep Neural Network Employing Multi-Task Learning and Stacked Bottleneck Features for Speech Synthesis

    Zhizheng Wu, Cassia Valentini-Botinhao, Oliver Watts, Simon King

    Conference会议 ICASSP 2015

  16. SAS: A Speaker Verification Spoofing Database Containing Diverse Attacks

    Zhizheng Wu, Ali Khodabakhsh, Cenk Demiroglu, Junichi Yamagishi, Daisuke Saito, Tomoki Toda, Simon King

    Conference会议 ICASSP 2015

  17. Sparse Representation for Frequency Warping based Voice Conversion

    Xiaohai Tian, Zhizheng Wu, Siu Wa Lee, Nguyen Quy Hy, Eng Siong Chng, Minghui Dong

    Conference会议 ICASSP 2015

2014

  1. Voice Conversion versus Speaker Verification: An Overview

    Zhizheng Wu, Haizhou Li

    Journal期刊 APSIPA Transactions on Signal and Information Processing, 3, e17

  2. Exemplar-based Sparse Representation with Residual Compensation for Voice Conversion

    Zhizheng Wu, Tuomas Virtanen, Eng Siong Chng, Haizhou Li

    Journal期刊 IEEE/ACM Transactions on Audio, Speech, and Language Processing, 22(10), pp. 1506–1521

  3. Joint Nonnegative Matrix Factorization for Exemplar-based Voice Conversion

    Zhizheng Wu, Eng Siong Chng, Haizhou Li

    Conference会议 Interspeech 2014

  4. A Comparative Study of Spectral Transformation Techniques for Singing Voice Synthesis

    Siu-Wa Lee, Zhizheng Wu, Minghui Dong, Xiaohai Tian, Haizhou Li

    Conference会议 Interspeech 2014

  5. Introducing I-Vectors for Joint Anti-spoofing and Speaker Verification

    Elie Khoury, Tomi Kinnunen, Aleksandr Sizov, Zhizheng Wu, Sebastien Marcel

    Conference会议 Interspeech 2014

  6. A Study on Replay Attack and Anti-Spoofing for Text-Dependent Speaker Verification

    Zhizheng Wu, Sheng Gao, Eng Siong Chng, Haizhou Li

    Conference会议 APSIPA ASC 2014

  7. Correlation-based Frequency Warping for Voice Conversion

    Xiaohai Tian, Zhizheng Wu, Siu-Wa Lee, Eng Siong Chng

    Conference会议 ISCSLP 2014

  8. Speaker Recognition Anti-Spoofing

    Nicholas Evans, Tomi Kinnunen, Junichi Yamagishi, Zhizheng Wu, Federico Alegre, Phillip De Leon

    Book chapter著作章节 Handbook of Biometric Anti-Spoofing, Springer, pp. 125–146

  9. Anti-Spoofing: Voice Conversion

    Nicholas Evans, Federico Alegre, Zhizheng Wu, Tomi Kinnunen

    Book chapter著作章节 Encyclopedia of Biometrics, Springer

  10. Anti-Spoofing: Voice Databases

    Federico Alegre, Nicholas Evans, Tomi Kinnunen, Zhizheng Wu, Junichi Yamagishi

    Book chapter著作章节 Encyclopedia of Biometrics, Springer

2013

  1. Voice Conversion and Spoofing Attack on Speaker Verification Systems

    Zhizheng Wu, Haizhou Li

    Conference会议 APSIPA ASC 2013

  2. Local Partial Least Square Regression for Spectral Mapping in Voice Conversion

    Xiaohai Tian, Zhizheng Wu, Eng Siong Chng

    Conference会议 APSIPA ASC 2013

  3. Exemplar-based Voice Conversion using Non-negative Spectrogram Deconvolution

    Zhizheng Wu, Tuomas Virtanen, Tomi Kinnunen, Eng Siong Chng, Haizhou Li

    Conference会议 8th ISCA Speech Synthesis Workshop (SSW8), 2013

  4. Exemplar-based Unit Selection for Voice Conversion Utilizing Temporal Information

    Zhizheng Wu, Tuomas Virtanen, Tomi Kinnunen, Eng Siong Chng, Haizhou Li

    Conference会议 Interspeech 2013

  5. Vulnerability Evaluation of Speaker Verification under Voice Conversion Spoofing: The Effect of Text Constraints

    Zhizheng Wu, Anthony Larcher, Kong Aik Lee, Eng Siong Chng, Tomi Kinnunen, Haizhou Li

    Conference会议 Interspeech 2013

  6. Conditional Restricted Boltzmann Machine for Voice Conversion

    Zhizheng Wu, Eng Siong Chng, Haizhou Li

    Conference会议 ChinaSIP 2013

  7. Synthetic Speech Detection using Temporal Modulation Feature

    Zhizheng Wu, Xiong Xiao, Eng Siong Chng, Haizhou Li

    Conference会议 ICASSP 2013

2012

  1. Mixture of Factor Analyzers using Priors from Non-Parallel Speech for Voice Conversion

    Zhizheng Wu, Tomi Kinnunen, Eng Siong Chng, Haizhou Li

    Journal期刊 IEEE Signal Processing Letters, 19(12), pp. 914–917

  2. A Study on Spoofing Attack in State-of-the-Art Speaker Verification: The Telephone Speech Case

    Zhizheng Wu, Tomi Kinnunen, Eng Siong Chng, Haizhou Li, Eliathamby Ambikairajah

    Conference会议 APSIPA ASC 2012

  3. Detecting Converted Speech and Natural Speech for Anti-Spoofing Attack in Speaker Recognition

    Zhizheng Wu, Eng Siong Chng, Haizhou Li

    Conference会议 Interspeech 2012

  4. Vulnerability of Speaker Verification Systems Against Voice Conversion Spoofing Attacks: The Case of Telephone Speech

    Tomi Kinnunen, Zhizheng Wu, Kong Aik Lee, Filip Sedlak, Eng Siong Chng, Haizhou Li

    Conference会议 ICASSP 2012

2011

  1. Improved Prosody Generation by Maximizing Joint Likelihood of State and Longer Units

    Yao Qian, Zhizheng Wu, Boyang Gao, Frank K Soong

    Journal期刊 IEEE Transactions on Audio, Speech, and Language Processing, 19(6), pp. 1702–1710

2010

  1. Text-Independent F0 Transformation with Non-Parallel Data for Voice Conversion

    Zhizheng Wu, Tomi Kinnunen, Eng Siong Chng, Haizhou Li

    Conference会议 Interspeech 2010

  2. Development of HMM-based Malay Text-to-Speech System

    Zhizheng Wu, Eng Siong Chng, Haizhou Li

    Conference会议 APSIPA ASC 2010

2009

  1. A Minimum V/U Error Approach to F0 Generation in HMM-Based TTS

    Yao Qian, Frank Soong, Miaomiao Wang, Zhizheng Wu

    Conference会议 Interspeech 2009

  2. Improved Prosody Generation by Maximizing Joint Likelihood of State and Longer Units

    Yao Qian, Zhizheng Wu, Frank K Soong

    Conference会议 ICASSP 2009

2008

  1. Modeling and Generating Tone Contour with Phrase Intonation for Mandarin Chinese Speech

    Zhizheng Wu, Yao Qian, Frank K Soong, Bo Zhang

    Conference会议 ISCSLP 2008

  2. Duration Refinement by Jointly Optimizing State and Longer Units

    Boyang Gao, Yao Qian, Zhizheng Wu, Frank K Soong

    Conference会议 Interspeech 2008