README.md

metadata

license: mit
inference: false
tags:
  - music

Introduction

MERT-v0-public is a completely unsupervised model trained on completely non-comercial open-source Music4All dataset and the part of FMA_full dataset that does not include tag "experimental".

The training settings and model usage of MERT-v0-public can be referred to the MERT-v0 model.

Details are reported at the short article Large-Scale Pretrained Model for Self-Supervised Music Audio Representation Learning.

Citation

@article{li2022large,
  title={Large-Scale Pretrained Model for Self-Supervised Music Audio Representation Learning},
  author={Li, Yizhi and Yuan, Ruibin and Zhang, Ge and Ma, Yinghao and Lin, Chenghua and Chen, Xingran and Ragni, Anton and Yin, Hanzhi and Hu, Zhijie and He, Haoyu and others},
  year={2022}
}

@article{li2022map,
  title={MAP-Music2Vec: A Simple and Effective Baseline for Self-Supervised Music Audio Representation Learning},
  author={Li, Yizhi and Yuan, Ruibin and Zhang, Ge and Ma, Yinghao and Lin, Chenghua and Chen, Xingran and Ragni, Anton and Yin, Hanzhi and Hu, Zhijie and He, Haoyu and others},
  journal={arXiv preprint arXiv:2212.02508},
  year={2022}
}