================= Citations ================= Here you will find BibTeX citations of the original works presenting these tokenizations MidiTok ------------------------ .. code-block:: bib @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}, } Tokenizer Training / Byte Pair Encoding / TSD --------------------------------------------- .. code-block:: bib @inproceedings{fradet-etal-2023-byte, title = "Byte Pair Encoding for Symbolic Music", author = "Fradet, Nathan and Gutowski, Nicolas and Chhel, Fabien and Briot, Jean-Pierre", editor = "Bouamor, Houda and Pino, Juan and Bali, Kalika", booktitle = "Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing", month = dec, year = "2023", address = "Singapore", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2023.emnlp-main.123", doi = "10.18653/v1/2023.emnlp-main.123", pages = "2001--2020", } REMI (Pop Music Transformer) ---------------------------- .. code-block:: bib @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) ---------------------------------- .. code-block:: bib @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} } Structured (Piano Inpainting Application) ----------------------------------------- .. code-block:: bib @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) ---------------------------------- .. code-block:: bib @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) ------------------------ .. code-block:: bib @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) ------------------------ .. code-block:: bib @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} } MMM (Multi-Track Music Machine) -------------------------------- .. code-block:: bib @misc{ens2020mmm, title={MMM : Exploring Conditional Multi-Track Music Generation with the Transformer}, author={Jeff Ens and Philippe Pasquier}, year={2020}, eprint={2008.06048}, archivePrefix={arXiv}, primaryClass={cs.SD} }