Drum Sound Detection in Polyphonic Music with Hidden Markov Models

Abstract

This paper proposes a method for transcribing drums from polyphonic music using a network of connected hidden Markov models (HMMs). The task is to detect the temporal locations of unpitched percussive sounds (such as bass drum or hi-hat) and recognise the instruments played. Contrary to many earlier methods, a separate sound event segmentation is not done… (More)
DOI: 10.1155/2009/497292

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Cite this paper

@article{Paulus2009DrumSD, title={Drum Sound Detection in Polyphonic Music with Hidden Markov Models}, author={Jouni Paulus and Anssi Klapuri}, journal={EURASIP J. Audio, Speech and Music Processing}, year={2009}, volume={2009} }