fma VS essentia

Compare fma vs essentia and see what are their differences.

fma

FMA: A Dataset For Music Analysis (by mdeff)
Dataset music-analysis music-information-retrieval Deep Learning open-data open-science reproducible-research
Source Code
arxiv.org
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essentia

C++ library for audio and music analysis, description and synthesis, including Python bindings (by MTG)
Audio Music Dsp essentia Python C++ music-information-retrieval audio-analysis sound-processing
Source Code
essentia.upf.edu
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fma essentia
1 2
2,108 2,694
- 1.2%
0.0 8.7
over 1 year ago 9 days ago
Jupyter Notebook C++
MIT License GNU Affero General Public License v3.0
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fma

Posts with mentions or reviews of fma. We have used some of these posts to build our list of alternatives and similar projects.
  • Analyzing music to determine subgenre?
    1 project | /r/datascience | 24 Mar 2021
    This dataset seems worth looking into: https://github.com/mdeff/fma. I think you'll have a hard time identifying subgenres since even people don't know what subgenre a song belongs to. It's a very subjective classification compared to distinguishing between main genres; e.g. rock, rap, and country. Also, from my work with the Spotify API, there a lot of seemingly synonymous subgenres which will make this task even more tedious (what is the difference between "pop dance" and "dance pop"?).

essentia

Posts with mentions or reviews of essentia. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-10-31.