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Title:
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AcousticBrainz: a community platform for gathering music information obtained from audio
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Author:
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Porter, Alastair; Bogdanov, Dmitry; Kaye, Robert; Tsukanov, Roman; Serra, Xavier
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Abstract:
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Comunicació presentada a la 16th International Society for Music Information Retrieval Conference (ISMIR 2015), celebrada els dies 26 a 30 d'octubre de 2015 a Màlaga, Espanya. |
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Abstract:
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We introduce the AcousticBrainz project, an open platform
for gathering music information. At its core, AcousticBrainz
is a database of music descriptors computed from
audio recordings using a number of state-of-the-art Music
Information Retrieval algorithms. Users run a supplied
feature extractor on audio files and upload the analysis results
to the AcousticBrainz server. All submissions include
a MusicBrainz identifier allowing them to be linked to various
sources of editorial information. The feature extractor
is based on the open source Essentia audio analysis library.
From the data submitted by the community, we run classifiers
aimed at adding musically relevant semantic information.
These classifiers can be developed by the community
using tools available on the AcousticBrainz website. All
data in AcousticBrainz is freely available and can be accessed
through the website or API. For AcousticBrainz to
be successful we need to have an active community that
contributes to and uses this platform, and it is this community
that will define the actual uses and applications of its
data. |
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Abstract:
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This research has been partially funded by the CompMusic
(ERC 267583) and SIGMUS (TIN2012-36650) projects. |
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Rights:
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© Alastair Porter, Dmitry Bogdanov, Robert Kaye, Roman
Tsukanov, Xavier Serra.
Licensed under a Creative Commons Attribution 4.0 International License (CC BY 4.0). Attribution: Porter A, Bogdanov D, Kaye R, Tsukanov R, Serra X. "AcousticBrainz: a community platform for gathering music information obtained from audio", International
Society for Music Information Retrieval Conference, 2015 Oct 26 - Oct 30; Malaga, Spain.
https://creativecommons.org/licenses/by/4.0/
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Document type:
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Conference Object
Article - Published version |
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Published by:
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International Society for Music Information Retrieval (ISMIR)
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