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AI MUSIC TRANSCRIPTION CODE

SongMASS: Automatic Song Writing with Pre-training and Alignment Constraint, Zhonghao Sheng, Kaitao Song, Xu Tan, Yi Ren, Wei Ye, Shikun Zhang, Tao Qin, AAAI 2021.Zhang, Tao Qin, Wei-Qiang Zhang, Tie-Yan Liu, ACL 2021. DeepRapper: Neural Rap Generation with Rhyme and Rhythm Modeling, Lanqing Xue, Kaitao Song, Duocai Wu, Xu Tan, Nevin L.MusicBERT: Symbolic Music Understanding with Large-Scale Pre-Training, Mingliang Zeng, Xu Tan, Rui Wang, Zeqian Ju, Tao Qin, Tie-Yan Liu, ACL 2021.PDAugment: Data Augmentation by Pitch and Duration Adjustments for Automatic Lyrics Transcription, Chen Zhang, Jiaxing Yu, Luchin Chang, Xu Tan, Jiawei Chen, Tao Qin, Kejun Zhang, ISMIR 2022.TeleMelody: Lyric-to-Melody Generation with a Template-Based Two-Stage Method, Zeqian Ju, Peiling Lu, Xu Tan, Rui Wang, Chen Zhang, Songruoyao Wu, Kejun Zhang, Xiangyang Li, Tao Qin, Tie-Yan Liu, arXiv 2021.ReLyMe: Improving Lyric-to-Melody Generation by Incorporating Lyric-Melody Relationships, Chen Zhang, LuChin Chang, Songruoyao Wu, Xu Tan, Tao Qin, Tie-Yan Liu, Kejun Zhang, ACM Multimedia 2022.Re-creation of Creations: A New Paradigm for Lyric-to-Melody Generation, Ang Lv, Xu Tan, Tao Qin, Tie-Yan Liu, Rui Yan, arXiv 2022.Thanks Microsoft Band (opens in new tab) for the great support on this project! Our Papers You can find some music samples generated by our systems from this page: (opens in new tab).

AI MUSIC TRANSCRIPTION CODE

We release the code of our research work in (opens in new tab). Singing Voice Synthesis: HiFiSinger (opens in new tab).Accompaniment Generation: PopMAG (opens in new tab).Lyric-to-Melody Generation: TeleMelody (opens in new tab), ReLyMe (opens in new tab), Re-Creation of Creations (opens in new tab).Lyric Generation: DeepRapper (opens in new tab).Song Writing: SongMASS (opens in new tab).Automatic Lyrics Transcription: PDAugment (opens in new tab).

Symbolic Music Understanding: MusicBERT (opens in new tab).

The current work in Muzic (opens in new tab) include: We summarize the scope of our Muzic project in the following figure: Besides the logo in image version (see above), Muzic also has a logo in video version (you can click here (opens in new tab) to watch). Muzic is pronounced as and ‘谬贼客’ (in Chinese). Muzic is a research project on AI music that empowers music understanding and generation with deep learning and artificial intelligence.