@misc{0f3b697ede5d4d78a48e9ba97661cc0f,
title = "Large-Scale Pretrained Model for Self-Supervised Music Audio Representation Learning",
abstract = "Self-supervised learning technique is an under-explored topic for music audio due to the challenge of designing an appropriate training paradigm. We hence propose MAP-MERT, a large-scale music audio pre-trained model for general music understanding. We achieve performance that is comparable to the state-of-the-art pre-trained model Jukebox using less than 2\% of parameters.",
keywords = "Self-supervised learning, Music representation learning, Music information retrieval",
author = "Yizhi Li and Ruibin Yuan and Ge Zhang and Yinghao Ma and Chenghua Lin and Xingran Chen and Anton Ragni and Hanzhi Yin and Zhijie Hu and Haoyu He and Emmanouil Benetos and Norbert Gyenge and Ruibo Liu and Jie Fu",
year = "2022",
month = dec,
day = "22",
language = "English",
series = "Digital Music Research Network",
publisher = "Digital Music Research Network",
address = "United Kingdom",
type = "Other",
}