PPaperPicks

Lei Xie

Northwestern Polytechnical University, School of Computer Science, Xi'an, China

41 papers at tracked venues · 17 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0001-8234-0823 ↗Google Scholar ↗Homepage ↗

Venues

InterSpeech ×24AAAI ×5ACL ×5ACM MM ×5ICLR ×1ICML ×1

Frequent coauthors

Xinfa Zhu
×10
Hongfei Xue
×7
Jixun Yao
×7
Hexin Liu
×5
Bingshen Mu
×4
Wenjie Tian
×4
Binbin Zhang
×4
Ziqian Wang
×4
Xiong Wang
×3
Chengyou Wang
×3
Xin Xu
×3
Hui Bu
×3

Papers

  1. Hearing More with Less: Multi-Modal Retrieval-and-Selection Augmented Conversational LLM-Based ASR
    AAAI 2026 ·
    Bingshen Mu
    ,
    Hexin Liu
    ,
    Hongfei Xue
    ,
    Kun Wei
    , Lei Xie
  2. KALL-E: Autoregressive Speech Synthesis with Next-Distribution Prediction
    AAAI 2026 ·
    Kangxiang Xia
    ,
    Xinfa Zhu
    ,
    Jixun Yao
    ,
    Wenjie Tian
    ,
    Wenhao Li
    , Lei Xie
  3. LLM-ForcedAligner: A Non-Autoregressive and Accurate LLM-Based Forced Aligner for Multilingual and Long-Form Speech
    ACL 2026 ·
    Bingshen Mu
    ,
    Xian Shi
    ,
    Xiong Wang
    ,
    Hexin Liu
    ,
    Jin Xu
    , Lei Xie
  4. WenetSpeech-Wu: Datasets, Benchmarks, and Models for a Unified Chinese Wu Dialect Speech Processing Ecosystem
    ACL 2026 ·
    Chengyou Wang
    ,
    Mingchen Shao
    ,
    Jingbin Hu
    ,
    Zeyu Zhu
    ,
    Hongfei Xue
    ,
    Bingshen Mu
    ,
    Xin Xu
    ,
    Xingyi Duan
    ,
    Binbin Zhang
    ,
    Pengcheng Zhu
    ,
    Chuang Ding
    ,
    Xiaojun Zhang
    ,
    Hui Bu
    , Lei Xie
  5. WenetSpeech-Yue: A Large-Scale Cantonese Speech Corpus with Multi-dimensional Annotation
    AAAI 2026 ·
    Longhao Li
    ,
    Zhao Guo
    ,
    Hongjie Chen
    ,
    Yuhang Dai
    ,
    Ziyu Zhang
    ,
    Hongfei Xue
    ,
    Tianlun Zuo
    ,
    Chengyou Wang
    ,
    Shuiyuan Wang
    ,
    Xin Xu
    ,
    Hui Bu
    ,
    Jie Li
    ,
    Jian Kang
    ,
    Binbin Zhang
    ,
    Ruibin Yuan
    ,
    Ziya Zhou
    ,
    Wei Xue
    , Lei Xie
  6. CabinSep: IR-Augmented Mask-Based MVDR for Real-Time In-car Speech Separation with Distributed Heterogeneous Arrays
    InterSpeech 2025 ·
    Runduo Han
    ,
    Yanxin Hu
    ,
    Yihui Fu
    ,
    Zihan Zhang
    ,
    Yukai Jv
    ,
    Li Chen
    , Lei Xie
  7. Contextualized Automatic Speech Recognition with Dynamic Vocabulary Prediction and Activation
    InterSpeech 2025 ·
    Zhennan Lin
    ,
    Kaixun Huang
    ,
    Wei Ren
    ,
    Linju Yang
    , Lei Xie
  8. Delayed-KD: Delayed Knowledge Distillation based CTC for Low-Latency Streaming ASR
    InterSpeech 2025 ·
    Longhao Li
    ,
    Yangze Li
    ,
    Hongfei Xue
    ,
    Jie Liu
    ,
    Shuai Fang
    ,
    Kai Wang
    , Lei Xie
  9. Drop the Beat! Freestyler for Accompaniment Conditioned Rapping Voice Generation
    AAAI 2025 ·
    Ziqian Ning
    ,
    Shuai Wang
    ,
    Yuepeng Jiang
    ,
    Jixun Yao
    ,
    Lei He
    ,
    Shifeng Pan
    ,
    Jie Ding
    , Lei Xie
  10. DualDub: Video-to-Soundtrack Generation via Joint Speech and Background Audio Synthesis
    ACM MM 2025 ·
    Wenjie Tian
    ,
    Xinfa Zhu
    ,
    Haohe Liu
    ,
    Zhixian Zhao
    ,
    Zihao Chen
    ,
    Chaofan Ding
    ,
    Xinhan Di
    ,
    Junjie Zheng
    , Lei Xie
  11. EASY: Emotion-aware Speaker Anonymization via Factorized Distillation
    InterSpeech 2025 ·
    Jixun Yao
    ,
    Hexin Liu
    ,
    Eng Siong Chng
    , Lei Xie
  12. Enhancing Non-Core Language Instruction-Following in Speech LLMs via Semi-Implicit Cross-Lingual CoT Reasoning
    ACM MM 2025 ·
    Hongfei Xue
    ,
    Yufeng Tang
    ,
    Hexin Liu
    ,
    Jun Zhang
    ,
    Xuelong Geng
    , Lei Xie
  13. FlowSE: Efficient and High-Quality Speech Enhancement via Flow Matching
    InterSpeech 2025 ·
    Ziqian Wang
    ,
    Zikai Liu
    ,
    Xinfa Zhu
    ,
    Yike Zhu
    ,
    Mingshuai Liu
    ,
    Jun Chen
    ,
    Longshuai Xiao
    ,
    Chao Weng
    , Lei Xie
  14. Freeze-Omni: A Smart and Low Latency Speech-to-speech Dialogue Model with Frozen LLM
    ICML 2025 ·
    Xiong Wang
    ,
    Yangze Li
    ,
    Chaoyou Fu
    ,
    Yike Zhang
    ,
    Yunhang Shen
    , Lei Xie,
    Ke Li
    ,
    Xing Sun
    ,
    Long Ma
  15. GenSE: Generative Speech Enhancement via Language Models using Hierarchical Modeling
    ICLR 2025 ·
    Jixun Yao
    ,
    Hexin Liu
    ,
    Chen Chen
    ,
    Yuchen Hu
    ,
    Eng Siong Chng
    , Lei Xie
  16. LLaSE-G1: Incentivizing Generalization Capability for LLaMA-based Speech Enhancement
    ACL 2025 ·
    Boyi Kang
    ,
    Xinfa Zhu
    ,
    Zihan Zhang
    ,
    Zhen Ye
    ,
    Mingshuai Liu
    ,
    Ziqian Wang
    ,
    Yike Zhu
    ,
    Guobin Ma
    ,
    Jun Chen
    ,
    Longshuai Xiao
    ,
    Chao Weng
    ,
    Wei Xue
    , Lei Xie
  17. Leveraging LLM and Self-Supervised Training Models for Speech Recognition in Chinese Dialects: A Comparative Analysis
    InterSpeech 2025 ·
    Tianyi Xu
    ,
    Hongjie Chen
    ,
    Qing Wang
    ,
    Hang Lv
    ,
    Jian Kang
    ,
    Jie Li
    ,
    Zhennan Lin
    ,
    Yongxiang Li
    , Lei Xie
  18. MM-MovieDubber: Towards Multi-Modal Learning for Multi-Modal Movie Dubbing
    InterSpeech 2025 ·
    Junjie Zheng
    ,
    Zihao Chen
    ,
    Chaofan Ding
    ,
    Yunming Liang
    ,
    Yihan Fan
    ,
    Huan Yang
    , Lei Xie,
    Xinhan Di
  19. Selective Invocation for Multilingual ASR: A Cost-effective Approach Adapting to Speech Recognition Difficulty
    InterSpeech 2025 ·
    Hongfei Xue
    ,
    Yufeng Tang
    ,
    Jun Zhang
    ,
    Xuelong Geng
    , Lei Xie
  20. StableVC: Style Controllable Zero-Shot Voice Conversion with Conditional Flow Matching
    AAAI 2025 ·
    Jixun Yao
    ,
    Yuguang Yang
    ,
    Yu Pan
    ,
    Ziqian Ning
    ,
    Jianhao Ye
    ,
    Hongbin Zhou
    , Lei Xie
  21. Takin-VC: Expressive Zero-Shot Voice Conversion via Adaptive Hybrid Content Encoding and Enhanced Timbre Modeling
    ACL 2025 ·
    Yuguang Yang
    ,
    Yu Pan
    ,
    Jixun Yao
    ,
    Xiang Zhang
    ,
    Jianhao Ye
    ,
    Hongbin Zhou
    , Lei Xie,
    Lei Ma
    ,
    Jianjun Zhao
  22. Towards Robust Overlapping Speech Detection: A Speaker-Aware Progressive Approach Using WavLM
    InterSpeech 2025 ·
    Zhaokai Sun
    ,
    Li Zhang
    ,
    Qing Wang
    ,
    Pan Zhou
    , Lei Xie
  23. Tractography-Guided Dual-Label Collaborative Learning for Multi-Modal Cranial Nerves Parcellation
    ACM MM 2025 · Lei Xie,
    Junxiong Huang
    ,
    Yuanjing Feng
    ,
    Qingrun Zeng
  24. U-SAM: An Audio Language Model for Unified Speech, Audio, and Music Understanding
    InterSpeech 2025 ·
    Ziqian Wang
    ,
    Xianjun Xia
    ,
    Xinfa Zhu
    , Lei Xie
  25. Weakly Supervised Data Refinement and Flexible Sequence Compression for Efficient Thai LLM-based ASR
    InterSpeech 2025 ·
    Mingchen Shao
    ,
    Xinfa Zhu
    ,
    Chengyou Wang
    ,
    Bingshen Mu
    ,
    Hai Li
    ,
    Ying Yan
    ,
    Junhui Liu
    ,
    Danming Xie
    , Lei Xie
  26. A Transcription Prompt-based Efficient Audio Large Language Model for Robust Speech Recognition
    InterSpeech 2024 ·
    Yangze Li
    ,
    Xiong Wang
    ,
    Songjun Cao
    ,
    Yike Zhang
    ,
    Long Ma
    , Lei Xie
  27. AS-70: A Mandarin stuttered speech dataset for automatic speech recognition and stuttering event detection
    InterSpeech 2024 ·
    Rong Gong
    ,
    Hongfei Xue
    ,
    Lezhi Wang
    ,
    Xin Xu
    ,
    Qisheng Li
    , Lei Xie,
    Hui Bu
    ,
    Shaomei Wu
    ,
    Jiaming Zhou
    ,
    Yong Qin
    ,
    Binbin Zhang
    ,
    Jun Du
    ,
    Jia Bin
    ,
    Ming Li
  28. BS-PLCNet 2: Two-stage Band-split Packet Loss Concealment Network with Intra-model Knowledge Distillation
    InterSpeech 2024 ·
    Zihan Zhang
    ,
    Xianjun Xia
    ,
    Chuanzeng Huang
    ,
    Yijian Xiao
    , Lei Xie
  29. DualVC 3: Leveraging Language Model Generated Pseudo Context for End-to-end Low Latency Streaming Voice Conversion
    InterSpeech 2024 ·
    Ziqian Ning
    ,
    Shuai Wang
    ,
    Pengcheng Zhu
    ,
    Zhichao Wang
    ,
    Jixun Yao
    , Lei Xie,
    Mengxiao Bi
  30. Improving Multimodal Emotion Recognition by Leveraging Acoustic Adaptation and Visual Alignment
    ACM MM 2024 ·
    Zhixian Zhao
    ,
    Haifeng Chen
    ,
    Xi Li
    ,
    Dongmei Jiang
    , Lei Xie
  31. RaD-Net 2: A causal two-stage repairing and denoising speech enhancement network with knowledge distillation and complex axial self-attention
    InterSpeech 2024 ·
    Mingshuai Liu
    ,
    Zhuangqi Chen
    ,
    Xiaopeng Yan
    ,
    Yuanjun Lv
    ,
    Xianjun Xia
    ,
    Chuanzeng Huang
    ,
    Yijian Xiao
    , Lei Xie
  32. SCDNet: Self-supervised Learning Feature based Speaker Change Detection
    InterSpeech 2024 ·
    Yue Li
    ,
    Xinsheng Wang
    ,
    Li Zhang
    , Lei Xie
  33. SEQ-former: A context-enhanced and efficient automatic speech recognition framework
    InterSpeech 2024 ·
    Qinglin Meng
    ,
    Min Liu
    ,
    Kaixun Huang
    ,
    Kun Wei
    , Lei Xie,
    Zongfeng Quan
    ,
    Weihong Deng
    ,
    Quan Lu
    ,
    Ning Jiang
    ,
    Guoqing Zhao
  34. Single-Codec: Single-Codebook Speech Codec towards High-Performance Speech Generation
    InterSpeech 2024 ·
    Hanzhao Li
    ,
    Liumeng Xue
    ,
    Haohan Guo
    ,
    Xinfa Zhu
    ,
    Yuanjun Lv
    , Lei Xie,
    Yunlin Chen
    ,
    Hao Yin
    ,
    Zhifei Li
  35. StreamVoice: Streamable Context-Aware Language Modeling for Real-time Zero-Shot Voice Conversion
    ACL 2024 ·
    Zhichao Wang
    ,
    Yuanzhe Chen
    ,
    Xinsheng Wang
    , Lei Xie,
    Yuping Wang
  36. Text-aware and Context-aware Expressive Audiobook Speech Synthesis
    InterSpeech 2024 ·
    Dake Guo
    ,
    Xinfa Zhu
    ,
    Liumeng Xue
    ,
    Yongmao Zhang
    ,
    Wenjie Tian
    , Lei Xie
  37. Towards Expressive Zero-Shot Speech Synthesis with Hierarchical Prosody Modeling
    InterSpeech 2024 ·
    Yuepeng Jiang
    ,
    Tao Li
    ,
    Fengyu Yang
    , Lei Xie,
    Meng Meng
    ,
    Yujun Wang
  38. Towards Rehearsal-Free Multilingual ASR: A LoRA-based Case Study on Whisper
    InterSpeech 2024 ·
    Tianyi Xu
    ,
    Kaixun Huang
    ,
    Pengcheng Guo
    ,
    Yu Zhou
    ,
    Longtao Huang
    ,
    Hui Xue
    , Lei Xie
  39. UniStyle: Unified Style Modeling for Speaking Style Captioning and Stylistic Speech Synthesis
    ACM MM 2024 ·
    Xinfa Zhu
    ,
    Wenjie Tian
    ,
    Xinsheng Wang
    ,
    Lei He
    ,
    Yujia Xiao
    ,
    Xi Wang
    ,
    Xu Tan
    ,
    Sheng Zhao
    , Lei Xie
  40. Vec-Tok-VC+: Residual-enhanced Robust Zero-shot Voice Conversion with Progressive Constraints in a Dual-mode Training Strategy
    InterSpeech 2024 ·
    Linhan Ma
    ,
    Xinfa Zhu
    ,
    Yuanjun Lv
    ,
    Zhichao Wang
    ,
    Ziqian Wang
    ,
    Wendi He
    ,
    Hongbin Zhou
    , Lei Xie
  41. WenetSpeech4TTS: A 12, 800-hour Mandarin TTS Corpus for Large Speech Generation Model Benchmark
    InterSpeech 2024 ·
    Linhan Ma
    ,
    Dake Guo
    ,
    Kun Song
    ,
    Yuepeng Jiang
    ,
    Shuai Wang
    ,
    Liumeng Xue
    ,
    Weiming Xu
    ,
    Huan Zhao
    ,
    Binbin Zhang
    , Lei Xie