Timbre Analysis of Music Audio Signals with Convolutional Neural Networks

TitleTimbre Analysis of Music Audio Signals with Convolutional Neural Networks
Publication TypeConference Paper
Year of Publication2017
Conference Name25th European Signal Processing Conference (EUSIPCO)
AuthorsPons, J., Slizovskaia O., Gong R., Gómez E., & Serra X.
Conference Start Date28/08/2017
PublisherIEEE
Conference LocationKos island, Greece
preprint/postprint documenthttps://arxiv.org/pdf/1703.06697.pdf
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

 

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