Extending Deep Rhythm for Tempo and Genre Estimation Using Complex Convolutions, Multitask Learning and Multi-input Network

Tempo and genre are two inter-leaved aspects of music, genres are often associated to rhythm patterns which are played in specific tempo ranges. In this paper, we focus on the Deep Rhythm system based on a harmonic representation of rhythm used as an input to a convolutional neural network. To...

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Bibliographic Details
Main Authors: Hadrien Foroughmand Aarabi, Geoffroy Peeters
Format: Article
Language:English
Published: University of Huddersfield Press 2022-08-01
Series:Journal of Creative Music Systems
Subjects:
Online Access:https://www.jcms.org.uk/article/id/887/