Beat-Tracking

Sesquialtera in the Colombian Bambuco: Perception and Estimation of Beat and Meter – Extended version

Estefanía Cano, Fernando Mora-Ángel, Gustavo López Gil, Jose R. Zapata, Antonio Escamilla, Juan Fernando Alzate Londoño, Moisés Betancur Peláez

Sesquialtera in the Colombian Bambuco: Perception and Estimation of Beat and Meter

Estefanía Cano, Fernando Mora-Ángel, Gustavo López Gil, Jose R. Zapata, Antonio Escamilla, Juan Fernando Alzate Londoño, Moisés Betancur Peláez

Research Project to explore the use of machine learning techniques for computational musicology, digital music archive managment, and music information retrieval.Two main elements are the core of our project: 1. Emphasis on semi-supervised and unsupervised machine learning techniques that minimally rely on the availability of annotated data for a specific task. 2. Traditional Colombian music as the main focus of our study.

Multi-Feature Beat Tracking

Jose R. Zapata, Matthew E.P. Davies, Emilia Gómez

Essentia: an open source library for audio analysis

Dmitry Bogdanov, Nicolas Wack, Emilia Gómez, Sankalp Gulati, Perfecto Herrera, Oscar Mayor, Gerard Roma, Justin Salamon, Jose R. Zapata, Xavier Serra

Multifeature Beat tracker

Matlab implementation of the Multi Feature Beat Tracker (Information Gain and Regularity), The essentia beat tracker, More details in Multi-Feature Beat Tracking

Jose R. Zapata

Open-source C++ library for audio analysis and audio-based music information retrieval. It contains an extensive collection of reusable algorithms which implement audio input/output functionality, standard digital signal processing blocks, statistical characterization of data, and a large set of spectral, temporal, tonal and high-level music descriptors. More details in Essentia: An Audio Analysis Library for Music Information Retrieval

Essentia: An Audio Analysis Library for Music Information Retrieval

Dmitry Bogdanov, Nicolas Wack, Emilia Gómez, Sankalp Gulati, Perfecto Herrera, Oscar Mayor, Gerard Roma, Justin Salamon, Jose R. Zapata, Xavier Serra

Essentia: an open-source library for sound and music analysis

Dmitry Bogdanov, Nicolas Wack, Emilia Gómez, Sankalp Gulati, Perfecto Herrera, Oscar Mayor, Gerard Roma, Justin Salamon, Jose R. Zapata, Xavier Serra

Comparative evaluation and combination of automatic rhythm description systems

describe a new method for the extraction of beat times with a confidence value from music audio, based on the measurement of mutual agreement between a committee of beat tracking systems.

Jose R. Zapata