Shun Lei

Shenzhen International Graduate School, Tsinghua University
image

I'm currently a PhD student at Shenzhen International Graduate School, Tsinghua University (SIGS, THU) in Shenzhen. My supervisor is Prof. Zhiyong Wu. Before that, I received my bachelor’s degree from Sichuan University.
My current research interests include Expressive Speech Synthesis, Music Generation, 3D Dance Generation, Singing Voice Synthesis, etc.

News

  • [Apr 2024] Two paper is accepted to ICASSP 2024.
  • [Dec 2023] One paper is accepted to AAAI 2024.
  • [Oct 2023] One paper is accepted to IEEE/ACM Transactions on Audio, Speech and Language Processing
  • [Jul 2023] One paper is accepted to Interspeech 2023 as an Oral presentation.
  • [Jun 2023] One paper is recognized as one of the top 3% of all papers accepted at ICASSP 2023.
  • [May 2023] Two paper are accepted to ICASSP 2023 with one Oral presentation.
  • [Oct 2022] One paper is accepted to COLING 2023 as an Oral presentation.
  • [Sep 2022] Two paper are accepted to Interspeech 2022.
  • [May 2022] One paper is accepted to ICASSP 2022.
  • [Jul 2021] One paper is accepted to IJCNN 2021.

Publications [Google Scholar]


2024:
  • Improving Language Model-Based Zero-Shot Text-to-Speech Synthesis with Multi-Scale Acoustic Prompts
    Shun Lei, Yixuan Zhou, Liyang Chen, Dan Luo, Zhiyong Wu, Xixin Wu, Shiyin Kang, Tao Jiang, Yahui Zhou, Yuxing Han, Helen Meng
    ICASSP, 2024 [Paper]
2023:
  • SimCalib: Graph Neural Network Calibration based on Similarity between Nodes
    Boshi Tang, Zhiyong Wu, Xixin Wu, Qiaochu Huang, Jun Chen, Shun Lei, Helen Meng
    AAAI, 2023 [Paper]
  • MSStyleTTS: Multi-Scale Style Modeling with Hierarchical Context Information for Expressive Speech Synthesis
    Shun Lei, Yixuan Zhou, Liyang Chen, Zhiyong Wu, Xixin Wu, Shiyin Kang, Helen Meng
    IEEE/ACM Transactions on Audio, Speech and Language Processing [Paper]
  • Towards Spontaneous Style Modeling with Semi-supervised Pre-training for Conversational Text-to-Speech Synthesis
    Weiqin Li, Shun Lei, Qiaochu Huang, Yixuan Zhou, Zhiyong Wu, Shiyin Kang, Helen Meng
    Interspeech, 2023 (Oral) [Paper]
  • Context-Aware Coherent Speaking Style Prediction with Hierarchical Transformers for Audiobook Speech Synthesis
    Shun Lei, Yixuan Zhou, Liyang Chen, Zhiyong Wu, Shiyin Kang, Helen Meng
    ICASSP, 2023 (Oral, Top 3% Paper) [Paper]
  • GTN-Bailando: Genre Consistent long-Term 3D Dance Generation Based on Pre-Trained Genre Token Network
    Haolin Zhuang, Shun Lei, Long Xiao, Weiqin Li, Liyang Chen, Sicheng Yang, Zhiyong Wu, Shiyin Kang, Helen Meng
    ICASSP, 2023 [Paper]
2022:
  • Unsupervised Multi-scale Expressive Speaking Style Modeling with Hierarchical Context Information for Audiobook Speech Synthesis
    Xueyuan Chen, Shun Lei, Zhiyong Wu, Dong Xu, Weifeng Zhao, Helen Meng
    COLING, 2023 (Oral) [Paper]
  • Towards Multi-Scale Speaking Style Modelling with Hierarchical Context Information for Mandarin Speech Synthesis
    Shun Lei, Yixuan Zhou, Liyang Chen, Hu Jiankun, Zhiyong Wu, Shiyin Kang, Helen Meng
    Interspeech, 2022 [Paper]
  • Towards Improving the Expressiveness of Singing Voice Synthesis with BERT Derived Semantic Information
    Shaohuan Zhou, Shun Lei, Weiya You, Deyi Tuo, Yuren You, Zhiyong Wu, Shiyin Kang, Helen Meng
    Interspeech, 2022 [Paper]
  • Towards Expressive Speaking Style Modelling with Hierarchical Context Information for Mandarin Speech Synthesis
    Shun Lei, Yixuan Zhou, Liyang Chen, Zhiyong Wu, Shiyin Kang, Helen Meng
    ICASSP, 2022 [Paper]
2021:
  • MRC-LSTM: A Hybrid Approach of Multi-scale Residual CNN and LSTM to Predict Bitcoin Price
    Qiutong Guo, Shun Lei, Qing Ye, Zhiyang Fang
    IJCNN, 2021 [Paper]