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Dataset creation

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Each tool is contained in its own folder, although they may act on the same data and sometimes exchange information through YAML files. A short description for each tool follows, check the individual README files to further information.

  • cambridge_genre_filter
    • used to analyze what genres the used tracks from Cambridge MT are
  • data_organizer
    • used to move tracks into a uniform folder structure
  • data_statistics
    • used to load information about different tracks
  • quality_tool
    • used to check the quality of stems by hand before using them for training
  • silencio
    • used to detect and remove silence in tracks for better training quality
  • stem_processing
    • used to mix and resample stems into training data
  • song_cutter
    • used to cut long compilations into smaller tracks that are easier to handle

Be sure to check our utils repository for additional code that is needed.

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