![]() ![]() The dataset comes in two text files, describing training and test sets. Although copyright issues prevent us from distributing the full, original lyrics, we hope and believe that this format is for many purposes just as useful, and may be easier to use. The lyrics come in bag-of-words format: each track is described as the word-counts for a dictionary of the top 5,000 words across the set. The MXM dataset provides lyrics for many MSD tracks. That said, with 237,662 bags-of-words, it is the largest, clean lyrics collection available for research! * the numerous MSD duplicates were skipped as much as possible * diverse restrictions, including copyrights The other tracks were omitted for various reasons, including: Of these, we are releasing lyrics for 237,662 tracks (erratum: we had announced 237,701). The musiXmatch team was able to resolve over 77% of the MSD tracks we provide the full mapping of MSD IDs to musiXmatch IDs. All of these lyrics are directly associated with MSD tracks: you can correlate them with all the data contained in the dataset such as similar artists, tags, years, audio features, etc. The MSD team is proud to partner with musiXmatch in order to bring you a large collection of song lyrics in bag-of-words format, for academic research. Read our blog post to how to get your lyrics on Spotify and lyric guidelines.Welcome to the musiXmatch dataset, the official lyrics collection of the Million Song Dataset. Don’t copy and paste from other sources. ![]()
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