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Citations

Here you will find BibTeX citations of the original works presenting these tokenizations

MidiTok

@inproceedings{miditok2021,
    title={{MidiTok}: A Python package for {MIDI} file tokenization},
    author={Fradet, Nathan and Briot, Jean-Pierre and Chhel, Fabien and El Fallah Seghrouchni, Amal and Gutowski, Nicolas},
    booktitle={Extended Abstracts for the Late-Breaking Demo Session of the 22nd International Society for Music Information Retrieval Conference},
    year={2021},
    url={https://archives.ismir.net/ismir2021/latebreaking/000005.pdf},
}

REMI (Pop Music Transformer)

@inproceedings{huang_remi_2020,
    author = {Huang, Yu-Siang and Yang, Yi-Hsuan},
    title = {Pop Music Transformer: Beat-Based Modeling and Generation of Expressive Pop Piano Compositions},
    year = {2020},
    isbn = {9781450379885},
    publisher = {Association for Computing Machinery},
    address = {New York, NY, USA},
    url = {https://doi.org/10.1145/3394171.3413671},
    doi = {10.1145/3394171.3413671},
    booktitle = {Proceedings of the 28th ACM International Conference on Multimedia},
    pages = {1180–1188},
    numpages = {9},
    keywords = {transformer, neural sequence model, automatic music composition},
    location = {Seattle, WA, USA},
    series = {MM '20}
}

MIDI-Like (This Time with feeling)

@article{oore_midilike_2018,
    author={Sageev Oore and Ian Simon and Sander Dieleman and Douglas Eck and Karen Simonyan},
    title={This Time with Feeling: Learning Expressive Musical Performance},
    journal={Neural Computing and Applications},
    volume={32},
    year={2018},
    pages={955–967},
    url={https://link.springer.com/article/10.1007/s00521-018-3758-9},
    publisher={Springer}
}

TSD (Byte Pair Encoding for Symbolic Music)

@misc{Fradet2023BPE-Symbolic-Music,
    doi = {10.48550/ARXIV.2301.11975},
    url = {https://arxiv.org/abs/2301.11975},
    author = {Fradet, Nathan and Briot, Jean-Pierre and Chhel, Fabien and Seghrouchni, Amal El Fallah and Gutowski, Nicolas},
    title = {Byte Pair Encoding for Symbolic Music},
    publisher = {arXiv},
    year = {2023},
}

Structured (Piano Inpainting Application)

@misc{pia2021hadjeres,
    title={The Piano Inpainting Application},
    author={Gaëtan Hadjeres and Léopold Crestel},
    year={2021},
    eprint={2107.05944},
    archivePrefix={arXiv},
    primaryClass={cs.SD},
    url={https://arxiv.org/abs/2107.05944},
}

CPWord (Compound Word Transformer)

@article{cpword2021,
    title={Compound Word Transformer: Learning to Compose Full-Song Music over Dynamic Directed Hypergraphs},
    volume={35},
    url={https://ojs.aaai.org/index.php/AAAI/article/view/16091},
    DOI={10.1609/aaai.v35i1.16091},
    number={1},
    journal={Proceedings of the AAAI Conference on Artificial Intelligence},
    author={Hsiao, Wen-Yi and Liu, Jen-Yu and Yeh, Yin-Cheng and Yang, Yi-Hsuan},
    year={2021},
    month={May},
    pages={178-186}
}

Octuple (MusicBERT)

@inproceedings{zeng2021musicbert,
    title = "{M}usic{BERT}: Symbolic Music Understanding with Large-Scale Pre-Training",
    author = "Zeng, Mingliang and Tan, Xu and Wang, Rui and Ju, Zeqian and Qin, Tao and Liu, Tie-Yan",
    booktitle = "Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021",
    month = aug,
    year = "2021",
    address = "Online",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2021.findings-acl.70",
    doi = "10.18653/v1/2021.findings-acl.70",
    pages = "791--800",
}

MuMIDI (PopMAG)

@inproceedings{popmag2020,
    author = {Ren, Yi and He, Jinzheng and Tan, Xu and Qin, Tao and Zhao, Zhou and Liu, Tie-Yan},
    title = {PopMAG: Pop Music Accompaniment Generation},
    year = {2020},
    isbn = {9781450379885},
    publisher = {Association for Computing Machinery},
    url = {https://arxiv.org/abs/2008.07703},
    doi = {10.1145/3394171.3413721},
    abstract = {"MuMIDI encoding, similar to CP.
        Generates multitrack music, filling every track tokens in a single sequence},
    booktitle = {Proceedings of the 28th ACM International Conference on Multimedia},
    pages = {1198–1206},
    numpages = {9},
    keywords = {accompaniment generation, music representation, music generation, sequence-to-sequence model, pop music},
    location = {Seattle, WA, USA}
}