Taking the Models back to Music Practice: Evaluating Generative Transcription Models built using Deep Learning

We extend our evaluation of generative models of music transcriptions that were first presented in Sturm, Santos, Ben-Tal, and Korshunova (2016). We evaluate the models in five different ways: 1) at the population level, comparing statistics of 30,000 generated transcriptions with those of over 23,0...

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Bibliographic Details
Main Authors: Bob L. Sturm, Oded Ben-Tal
Format: Article
Language:English
Published: University of Huddersfield Press 2017-09-01
Series:Journal of Creative Music Systems
Online Access:https://www.jcms.org.uk/article/id/517/