Reconocimiento de patrones rítmicos en música de percusión a partir de señales de audio

A system for the automatic recognition of rhythmic patterns in percussion music from audio signals based on hidden Markov models.

Bernardo Marenco and Martín Rocamora

September 24, 2018

Montevideo, Uruguay

AES LAC 2018 - Congreso Latinoamericano de Ingeniería de Audio

2018-09_AES2018

Abstract

A system under development for the automatic recognition of rhythmic patterns in percussion music from audio signals is presented. Classification is carried out using hidden Markov models. Performance is very good when training and validating with synthetic audio files, but does not generalize adequately when validating with real recordings.