In the sense of having your audio analyzed and put in HDF5 format like the rest of the dataset, the answer is mostly yes: the following python code should do the trick. Note that it uses pyechonest, and to have the full data ('year', 'mbtags' and 'mbtags_count'), you need a local
musicbrainz server.
The code is not perfect for the following reasons: 1) it is unclear what happens if the song is not recognized by The Echo Nest fingerprinter and 2) even if it is recognized, if you upload audio associated with a song in the dataset, there is no guarantee you'll get the same track ID.
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