💻 Selected Research Papers
My full paper list is shown at google scholar.
🎙 Audio and Speech Processing
ICLR 2021FastSpeech 2: Fast and High-Quality End-to-End Text to Speech, Yi Ren, Chenxu Hu, Xu Tan, et al.NeurIPS 2019FastSpeech: Fast, Robust and Controllable Text to Speech, Yi Ren, Yangjun Ruan, Xu Tan, et al.ICLR 2024Mega-TTS 2: Boosting Prompting Mechanisms for Zero-Shot Speech Synthesis, Ziyue Jiang, Jinglin Liu, Yi Ren, et al.AAAI 2022DiffSinger: Singing Voice Synthesis via Shallow Diffusion Mechanism, Jinglin Liu, Chengxi Li, Yi Ren, et al. Project ||
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NeurIPS 2021PortaSpeech: Portable and High-Quality Generative Text-to-Speech, Yi Ren, Jinglin Liu, Zhou Zhao, Project ||
ICML 2023Make-An-Audio: Text-To-Audio Generation with Prompt-Enhanced Diffusion Models, Rongjie Huang, Jiawei Huang, Dongchao Yang, Yi Ren, et al.ICLR 2023Bag of Tricks for Unsupervised Text-to-Speech, Yi Ren, Chen Zhang, Shuicheng YanACL 2022Learning the Beauty in Songs: Neural Singing Voice Beautifier, Jinglin Liu, Chengxi Li, Yi Ren, Zhiying Zhu, Zhou Zhao |NeurIPS 2022Dict-TTS: Learning to Pronounce with Prior Dictionary Knowledge for Text-to-Speech, Ziyue Jiang, Zhe Su, Zhou Zhao, Qian Yang, Yi Ren, et al.
👄 Talkingface Generation
ICLR 2024Real3D-Portrait: One-shot Realistic 3D Talking Portrait Synthesis, Zhenhui Ye, Tianyun Zhong, Yi Ren, et al.ICLR 2023GeneFace: Generalized and High-Fidelity Audio-Driven 3D Talking Face Synthesis, Zhenhui Ye, Ziyue Jiang`, Yi Ren, et al.
📚 Machine Translation
ACL 2023AV-TranSpeech: Audio-Visual Robust Speech-to-Speech Translation, Rongjie Huang, Huadai Liu, Xize Cheng, Yi Ren, et al.ICLR 2023TranSpeech: Speech-to-Speech Translation With Bilateral Perturbation, Rongjie Huang, Jinglin Liu, Huadai Liu, Yi Ren, et al.ACL 2020SimulSpeech: End-to-End Simultaneous Speech to Text Translation, Yi Ren, et al.ICLR 2019Multilingual Neural Machine Translation with Knowledge Distillation, Xu Tan, Yi Ren, et al.
🎼 Music Generation
ACM-MM 2020PopMAG: Pop Music Accompaniment Generation, Yi Ren, Jinzheng He, Xu Tan, et al.
🧑🎨 Generative Model
ICLR 2022Pseudo Numerical Methods for Diffusion Models on Manifolds, Luping Liu, Yi Ren, et al. ||
