Global Structure-Aware Drum Transcription Based on Self-Attention Mechanisms

Global Structure-Aware Drum Transcription Based on Self-Attention Mechanisms

This paper describes an automatic drum transcription (ADT) method that directly estimates a tatum-level drum score from a music signal in contrast to most conventional ADT methods that estimate the frame-level onset probabilities of drums. To estimate a tatum-level score, we propose a deep transcrip...

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Bibliographic Details
Main Authors: Ryoto Ishizuka, Ryo Nishikimi, Kazuyoshi Yoshii
Format: Article
Language:English
Published: MDPI AG 2021-08-01
Series:Signals
Subjects:
automatic drum transcription
self-attention mechanism
transformer
positional encoding
masked language model
Online Access:https://www.mdpi.com/2624-6120/2/3/31

Internet

https://www.mdpi.com/2624-6120/2/3/31

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