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Big Data for Musicology
(2014-09-12)
A computational study on outliers in world music
(2017-12-18)
The temperament police
(Oxford University Press, 2014-10-11)
Keyboard temperaments have been extensively discussed in historical treatises as well as more recent scholarly texts. The work presented in this article aims to provide a unique perspective on the subject, by applying ...
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 End-to-End Neural Network for Polyphonic Music Transcription
(arxiv, 2015-08)
We present a neural network model for polyphonic music transcription. The architecture of the proposed model is analogous to speech recognition systems and comprises an acoustic model and a music language mode}. The acoustic ...