A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2020; you can also visit the original URL.
The file type is application/pdf
.
OpenMIC-2018: An Open Data-set for Multiple Instrument Recognition
2018
Zenodo
Identification of instruments in polyphonic recordings is a challenging, but fundamental problem in music information retrieval. While there has been significant progress in developing predictive models for this and related classification tasks, we as a community lack a common data-set which is large, freely available, diverse, and representative of naturally occurring recordings. This limits our ability to measure the efficacy of computational models. This article describes the construction of
doi:10.5281/zenodo.1492445
fatcat:vopeeeia25dcrnooamocrihy2e