28 citations · 38 across the 9 of their papers we have counts for
Showing 2023Show all
3 papers · 1 filter
cs.SD2023★ 2 cited
On the Effectiveness of Speech Self-supervised Learning for Music
Yinghao Ma, Ruibin Yuan, Yizhi Li +12
Self-supervised learning (SSL) has shown promising results in various speech and natural language processing applications. However, its efficacy in music information retrieval (MIR…
cs.CL2023
Leveraging Cross-Utterance Context For ASR Decoding
Robert Flynn, Anton Ragni
While external language models (LMs) are often incorporated into the decoding stage of automated speech recognition systems, these models usually operate with limited context. Cros…
cs.SD2023★ 28 cited
MERT: Acoustic Music Understanding Model with Large-Scale Self-supervised Training
Yizhi Li, Ruibin Yuan, Ge Zhang +17
Self-supervised learning (SSL) has recently emerged as a promising paradigm for training generalisable models on large-scale data in the fields of vision, text, and speech. Althoug…