Rongjie Huang (黄融杰) did my Graduate study at College of Computer Science and Software, Zhejiang University, supervised by Prof. Zhou Zhao. I also obtained Bachelor’s degree at Zhejiang University. During my graduate study, I was lucky to collaborate with the CMU Speech Team led by Prof. Shinji Watanabe, and Audio Research Team at Zhejiang University. I was grateful to intern or collaborate at TikTok, Shanghai AI Lab (OpenGV Lab), Tencent Seattle Lab, Alibaba Damo Academic, with Yi Ren, Jinglin Liu, Chunlei Zhang and Dong Yu.
My research interest includes Multi-Modal Generative AI, Multi-Modal Language Processing, and AI4Science. I have published first-author papers at the top international AI conferences such as NeurIPS/ICLR/ICML/ACL/IJCAI.
I am actively looking for academic collaboration, feel free to drop me an email.
- Personal Pages: https://rongjiehuang.github.io (updated recently🔥)
- Linkedin: https://www.linkedin.com/in/rongjie-huang-a362541b2
- Google Scholar: https://scholar.google.com/citations?user=iRHBUsgAAAAJ
Generative AI for Speech, Sing, and Audio: Spoken Large Language Model, Text-to-Audio Synthesis, Text-to-Speech Synthesis, Singing Voice Synthesis
Audio-Visual Language Processing: Audio-Visual Speech-to-Speech Translation, Self-Supervised Learning
My full paper list is shown at my personal homepage.
- AudioGPT: Understanding and Generating Speech, Music, Sound, and Talking Head. Rongjie Huang, Mingze Li, Dongchao Yang, Jiatong Shi, Xuankai Chang, Zhenhui Ye, Yuning Wu, Zhiqing Hong, Jiawei Huang, Jinglin Liu, Yi Ren, Zhou Zhao, Shinji Watanabe. Arxiv, 2023
- Make-A-Voice: Unified Voice Synthesis With Discrete Representation. Rongjie Huang, Chunlei Zhang, Yongqi Wang, Dongchao Yang, Luping Liu, Zhenhui Ye, Ziyue Jiang, CHAO WENG, Zhou Zhao, Dong Yu. Arxiv, 2023
- UniAudio: An Audio Foundation Model Toward Universal Audio Generation. Dongchao Yang, Jinchuan Tian, Xu Tan, Rongjie Huang, Songxiang Liu, Xuankai Chang, Jiatong Shi, Sheng Zhao, Jiang Bian, Xixin Wu, Zhou Zhao, Shinji Watanabe, Helen Meng. Arxiv, 2023
- HiFi-Codec: Group-residual Vector quantization for High Fidelity Audio Codec. Dongchao Yang, Songxiang Liu, Rongjie Huang, Jinchuan Tian, Chao Weng, Yuexian Zou. Arxiv
- GenerSpeech: Towards Style Transfer for Generalizable Out-Of-Domain Text-to-Speech. Rongjie Huang, Yi Ren, Jinglin Liu, Chenye Cui, and Zhou Zhao. NeurIPS, 2022
- Mega-TTS: Zero-Shot Text-to-Speech at Scale with Intrinsic Inductive Bias. Ziyue Jiang, Yi Ren, Zhenhui Ye, Jinglin Liu, Chen Zhang, Qian Yang, Shengpeng Ji, Rongjie Huang, Chunfeng Wang, Xiang Yin, Zejun Ma, Zhou Zhao. Arxiv
- Prosody-TTS: Self-Supervised Prosody Pretraining with Latent Diffusion For Text-to-Speech. Rongjie Huang, Chunlei Zhang, Yi Ren, Zhou Zhao, Dong Yu. ACL, 2023
- FastDiff 2: Dually Incorporating GANs into Diffusion Models for High-Quality Speech Synthesis Rongjie Huang, Yi Ren, Jinglin Liu, Luping Liu, Zhou Zhao. ACL, 2023
- FastDiff: A Fast Conditional Diffusion Model for High-Quality Speech Synthesis. Rongjie Huang, Max W.Y. Lam, Jun Wang, Dan Su, Dong Yu, Yi Ren, and Zhou Zhao. IJCAI, 2022(oral)
- ProDiff: Progressive Fast Diffusion Model for High-Quality Text-to-Speech. Rongjie Huang, Zhou Zhao, Huadai Liu, Jinglin Liu, and Yi Ren. ACM MM, 2022
- Make-An-Audio: Text-To-Audio Generation with Prompt-Enhanced Diffusion Models. Rongjie Huang, Jiawei Huang, Dongchao Yang, Yi Ren, Mingze Li, Zhenhui Ye, Jinglin Liu, Xiang Yin, Zhou Zhao. ICML, 2023
- Make-An-Audio 2: Improving Text-to-Audio with Dual Text Information Representation. Jiawei Huang, Yi Ren, Rongjie Huang, Dongchao Yang, Zhenhui Ye, Chen Zhang, Jinglin Liu, Xiang Yin, Zejun Ma, Zhou Zhao. Arxiv, 2023
- VarietySound: Timbre-Controllable Video to Sound Generation via Unsupervised Information Disentanglement. Chenye Cui, Yi Ren, Jinglin Liu, Rongjie Huang, Zhou Zhao. ICASSP, 2023
- TranSpeech: Speech-to-Speech Translation With Bilateral Perturbation. Rongjie Huang, Jinglin Liu, Huadai Liu, Yi Ren, Lichao Zhang, Jinzheng He, and Zhou Zhao. ICLR, 2023
- AV-TranSpeech: Audio-Visual Robust Speech-to-Speech Translation. Rongjie Huang, Huadai Liu, Xize Cheng, Yi Ren, Linjun Li, Zhenhui Ye, Jinzheng He, Lichao Zhang, Jinglin Liu, Xiang Yin and Zhou Zhao. ACL, 2023
- MixSpeech: Cross-Modality Self-Learning with Audio-Visual Stream Mixup for Visual Speech Translation and Recognition. Xize Cheng*, Linjun Li, Tao Jin, Rongjie Huang, Wang Lin, Zehan Wang, Huangdai Liu, Ye Wang, Aoxiong Yin, Zhou Zhao. ICCV, 2023
- GeneFace++: Generalized and Stable Real-Time Audio-Driven 3D Talking Face Generation. Zhenhui Ye, Jinzheng He, Ziyue Jiang, Rongjie Huang, Jiawei Huang, Jinglin Liu, Yi Ren, Xiang Yin, Zejun Ma, Zhou Zhao. Arxiv
- M4Singer: a Multi-Style, Multi-Singer and Musical Score Provided Mandarin Singing Corpus. Lichao Zhang, Ruiqi Li, Shoutong Wang, Liqun Deng, Jinglin Liu, Yi Ren, Jinzheng He, Rongjie Huang, Jieming Zhu, Xiao Chen, and Zhou Zhao. NeurIPS, 2022
- Multi-Singer: Fast multi-singer singing voice vocoder with a large-scale corpus. Rongjie Huang, Feiyang Chen, Yi Ren, Jinglin Liu, Chenye Cui, and Zhou Zhao. ACM MM, 2021(oral)
- SingGAN: Generative Adversarial NetWork For High-Fidelity Singing Voice Generation. Rongjie Huang, Chenye Cui, Feiyang Chen, Yi Ren, Jinglin Liu, and Zhou Zhao. ACM MM, 2022
- AlignSTS: Speech-to-Singing Conversion via Cross-Modal Alignment. Ruiqi Li, Rongjie Huang, Lichao Zhang, Jinglin Liu, Zhou Zhao. ACL, 2023
- RMSSinger: Realistic-Music-Score based Singing Voice Synthesis. Jinzheng He, Jinglin Liu, Zhenhui Ye, Rongjie Huang, Chenye Cui, Huadai Liu, Zhou Zhao. ACL, 2023
- UniSinger: Unified End-to-End Singing Voice Synthesis With Cross-Modality Information Matching. Zhiqing Hong, Chenye Cui, Rongjie Huang, Lichao Zhang, Jinglin Liu, Jinzheng He, Zhou Zhao. ACM MM, 2023