💻 Selected Research Papers
My full paper list is shown at my personal homepage.
🎙 Audio and Speech Processing
ICLR 2021FastSpeech 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 LiuNeurIPS 2019FastSpeech: Fast, Robust and Controllable Text to Speech, Yi Ren, Yangjun Ruan, Xu Tan, Tao Qin, Sheng Zhao, Zhou Zhao, Tie-Yan LiuNeurIPS 2021PortaSpeech: Portable and High-Quality Generative Text-to-Speech, Yi Ren, Jinglin Liu, Zhou Zhao, Project ||
AAAI 2022DiffSinger: Singing Voice Synthesis via Shallow Diffusion Mechanism, Jinglin Liu, Chengxi Li, Yi Ren, Feiyang Chen, Zhou Zhao, Project ||
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ACL 2022Learning the Beauty in Songs: Neural Singing Voice Beautifier, Jinglin Liu, Chengxi Li, Yi Ren, Zhiying Zhu, Zhou Zhao |ICLR 2023Bag of Tricks for Unsupervised Text-to-Speech, Yi Ren, Chen Zhang, Shuicheng YanNeurIPS 2022Dict-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 2022GenerSpeech: Towards Style Transfer for Generalizable Out-Of-Domain Text-to-Speech, Rongjie Huang, Yi Ren, Jinglin Liu, Chenye Cui, Zhou Zhao
👄 Talkingface Generation
ICLR 2023GeneFace: Generalized and High-Fidelity Audio-Driven 3D Talking Face Synthesis, Zhenhui Ye, Ziyue Jiang`, Yi Ren, Jinglin Liu, Jinzheng He, Zhou ZhaoAAAI 2022Parallel and High-Fidelity Text-to-Lip Generation, Jinglin Liu, Zhiying Zhu, Yi Ren, Wencan Huang, Baoxing Huai, Nicholas Yuan, Zhou ZhaoACM-MM 2020FastLR: Non-Autoregressive Lipreading Model with Integrate-and-Fire, Jinglin Liu, Yi Ren, Zhou Zhao, Chen Zhang, Baoxing Huai, Jing Yuan
📚 Machine Translation
ICLR 2023TranSpeech: Speech-to-Speech Translation With Bilateral Perturbation, Rongjie Huang, Jinglin Liu, Huadai Liu, Yi Ren, Lichao Zhang, Jinzheng He, Zhou ZhaoACL 2020SimulSpeech: End-to-End Simultaneous Speech to Text Translation, Yi Ren, Jinglin Liu, Xu Tan, Chen Zhang, Qin Tao, Zhou Zhao, Tie-Yan LiuICLR 2019Multilingual Neural Machine Translation with Knowledge Distillation, Xu Tan, Yi Ren, Di He, Tao Qin, Zhou Zhao, Tie-Yan Liu
🎼 Music Generation
ACM-MM 2020PopMAG: Pop Music Accompaniment Generation, Yi Ren, Jinzheng He, Xu Tan, Tao Qin, Zhou Zhao, Tie-Yan Liu
🧑🎨 Generative Model
ICLR 2022Pseudo Numerical Methods for Diffusion Models on Manifolds, Luping Liu, Yi Ren, Zhijie Lin, Zhou Zhao ||
