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Group non-negative basis pursuit for automatic music transcription
Conference presentation   Peer reviewed

Group non-negative basis pursuit for automatic music transcription

K O'Hanlon, H Nagano and MD Plumbley
Proceedings of 5th International Workshop on Machine Learning and Music (MML 2012), pp.15-16
5th International Workshop on Machine Learning and Music (MML 2012) (Edinburgh, UK, 30/06/2012)
2012

Abstract

Automatic Music Transcription is often performed by decomposing a spectrogram over a dictionary of note specific atoms. Several note template atoms may be used to represent one note, and a group structure may be imposed on the dictionary. We propose a group sparse algorithm based on a multiplicative update and thresholding and show transcription results on a challenging dataset.
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