💻 Selected Research Papers
My full paper list is shown at my personal homepage.
🎙 Audio and Speech Processing
- FastSpeech 2: Fast and High-Quality End-to-End Text to Speech, Yi Ren, Chenxu Hu, Xu Tan, Tao Qin, Sheng Zhao, Zhou Zhao, Tie-Yan Liu, ICLR 2021
- FastSpeech: Fast, Robust and Controllable Text to Speech, Yi Ren, Yangjun Ruan, Xu Tan, Tao Qin, Sheng Zhao, Zhou Zhao, Tie-Yan Liu, NeurIPS 2019
- PortaSpeech: Portable and High-Quality Generative Text-to-Speech, Yi Ren, Jinglin Liu, Zhou Zhao, NeurIPS 2021, Project |
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- DiffSinger: Singing Voice Synthesis via Shallow Diffusion Mechanism, Jinglin Liu, Chengxi Li, Yi Ren, Feiyang Chen, Zhou Zhao, AAAI 2022, Project |
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- Learning the Beauty in Songs: Neural Singing Voice Beautifier, Jinglin Liu, Chengxi Li, Yi Ren, Zhiying Zhu, Zhou Zhao, ACL 2022 |
- SyntaSpeech: Syntax-Aware Generative Adversarial Text-to-Speech, Zhenhui Ye, Zhou Zhao, Yi Ren, Fei Wu, IJCAI 2022,
- Dict-TTS: Learning to Pronounce with Prior Dictionary Knowledge for Text-to-Speech, Ziyue Jiang, Zhe Su, Zhou Zhao, Qian Yang, Yi Ren, Jinglin Liu, Zhenhui Ye, NeurIPS 2022,
- GenerSpeech: Towards Style Transfer for Generalizable Out-Of-Domain Text-to-Speech, Rongjie Huang, Yi Ren, Jinglin Liu, Chenye Cui, Zhou Zhao, NeurIPS 2022
👄 Lip Generation/Understanding
- Parallel and High-Fidelity Text-to-Lip Generation, Jinglin Liu, Zhiying Zhu, Yi Ren, Wencan Huang, Baoxing Huai, Nicholas Yuan, Zhou Zhao, AAAI 2022
- FastLR: Non-Autoregressive Lipreading Model with Integrate-and-Fire, Jinglin Liu, Yi Ren, Zhou Zhao, Chen Zhang, Baoxing Huai, Jing Yuan, ACM-MM 2020
📚 Machine Translation
- SimulSpeech: End-to-End Simultaneous Speech to Text Translation, Yi Ren, Jinglin Liu, Xu Tan, Chen Zhang, Qin Tao, Zhou Zhao, Tie-Yan Liu, ACL 2020
- Multilingual Neural Machine Translation with Knowledge Distillation, Xu Tan, Yi Ren, Di He, Tao Qin, Zhou Zhao, Tie-Yan Liu, ICLR 2019
🎼 Music Generation
- PopMAG: Pop Music Accompaniment Generation, Yi Ren, Jinzheng He, Xu Tan, Tao Qin, Zhou Zhao, Tie-Yan Liu, ACM-MM 2020
🧑🎨 Generative Model
- Pseudo Numerical Methods for Diffusion Models on Manifolds, Luping Liu, Yi Ren, Zhijie Lin, Zhou Zhao, ICLR 2022 |
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