Jul 11, 2023 · Our findings suggest that training with music data can generally improve performance on MIR tasks, even when models are trained using paradigms ...
Self-supervised learning (SSL) has shown promising results in various speech and natural language processing applica- tions. However, its efficacy in music ...
Jun 9, 2024 · PDF | On Feb 28, 2024, Yinghao Ma and others published ON THE EFFECTIVENESS OF SPEECH SELF-SUPERVISED LEARNING FOR MUSIC | Find, ...
Our findings suggest that training with music data can generally improve performance on MIR tasks, even when models are trained using paradigms designed for ...
Jul 13, 2023 · 1/ Exciting news from our latest #ISMIR2023 paper, “On the Effectiveness of Speech Self-supervised Learning for Music” We've explored ...
Sep 26, 2022 · Results demonstrate SSL speech models' strong abilities on various non-speech tasks, while we also note that they fail to deal with fine-grained ...
Abstract: Self-supervised learning (SSL) has shown promising results in various speech and natural language processing applications. However, its efficacy in ...
Abstract. Self-supervised learning (SSL) speech models, which can serve as powerful upstream mod- els to extract meaningful speech representations, ...
Our findings suggest that training with music data can generally improve performance on MIR tasks, even when models are trained using paradigms designed for ...
May 31, 2023 · Although SSL has been proven effective in speech and audio, its application to music audio has yet to be thoroughly explored.