Essentia: An Audio Analysis Library for Music Information Retrieval

@inproceedings{Bogdanov2013EssentiaAA,
  title={Essentia: An Audio Analysis Library for Music Information Retrieval},
  author={Dmitry Bogdanov and Nicolas Wack and Emilia G{\'o}mez and Sankalp Gulati and Perfecto Herrera and Oscar Mayor and Gerard Roma and Justin Salamon and Jos{\'e} R. Zapata and Xavier Serra},
  booktitle={ISMIR},
  year={2013}
}
We present Essentia 2.0, an open-source C++ library for audio analysis and audio-based music information retrieval released under the Affero GPL license. 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. The library is also wrapped in Python and includes a number of predefined… CONTINUE READING
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References

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Showing 1-10 of 75 references

A large set of audio features for sound description (similarity and classification) in the CUIDADO project

G. Peeters
CUIDADO Project Report, • 2004
View 4 Excerpts
Highly Influenced

From music similarity to music recommendation: Computational approaches based on audio and metadata analysis

D. Bogdanov
PhD thesis, UPF, Barcelona, Spain, • 2013
View 2 Excerpts

Melody Extraction From Polyphonic Music Signals Using Pitch Contour Characteristics

IEEE Transactions on Audio, Speech, and Language Processing • 2012
View 2 Excerpts

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