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Learning a feature space for similarity in world music
(ISMIR, 2016-08-07)
In this study we investigate computational methods for assessing music similarity in world music styles. We use state-of-the-art audio features to describe musical content in world music recordings. Our music collection ...
An attack/decay model for piano transcription
(ISMIR, 2016-08-07)
We demonstrate that piano transcription performance for a known piano can be improved by explicitly modelling piano acoustical features. The proposed method is based on non-negative matrix factorisation, with the following ...