[引用][C] Improved onset detection for traditional Irish flute recordings using convolutional neural networks

I Ali-MacLachlan, C Southall, M Tomczak, J Hockman - Proceedings of the 7th …, 2017

[PDF][PDF] Improved onset detection for traditional flute recordings using convolutional neural networks

J Hockman, I Ali-MacLachlan, M Tomczak, C Southall - 2017 - open-access.bcu.ac.uk
The usage of ornaments is key attribute that defines the style of a flute performances within
the genre of Irish Traditional Music (ITM). Automated analysis of ornaments in ITM would
allow for the musicological investigation of a player's style and would be a useful feature in
the analysis of trends within large corpora of ITM music. As ornament onsets are short and
subtle variations within an analysed signal, they are substantially more difficult to detect than
longer notes. This paper addresses the topic of onset detection for notes, ornaments and …
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