Note: This bibliographic page is archived and will no longer be updated. For an up-to-date list of publications from the Music Technology Group see the Publications list .

Timbre Analysis of Music Audio Signals with Convolutional Neural Networks

Title Timbre Analysis of Music Audio Signals with Convolutional Neural Networks
Publication Type Conference Paper
Year of Publication 2017
Conference Name 25th European Signal Processing Conference (EUSIPCO)
Authors Pons, J. , Slizovskaia O. , Gong R. , Gómez E. , & Serra X.
Conference Start Date 28/08/2017
Publisher IEEE
Conference Location Kos island, Greece
preprint/postprint document https://arxiv.org/abs/1703.06697
Additional material:

Code. The code to reproduce each of the experiments is available online:

Datasets. This work was possible because several benchmarks/datasets are available for research purposes:

Slides: https://doi.org/10.5281/zenodo.884444

Video: https://youtu.be/j5D7pKa6y6o