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polifonia-project/folk_ngram_analysis: FONN v0.2-dev

Danny Diamond; ashahidkhattak; James McDermott

FONN (FOlk N-gram aNalysis) repo targets the identification of patterns that are useful in detecting relationships between pieces of music, with a particular focus on European musical heritage. At present, it includes three components:

  1. FONN: Work-in-progress on tools that make use of n-grams and Damerau-Levenshtein edit distance to explore melodic similarity between monophonic Irish folk tunes.
  2. Ceol Rince na hÉireann (CRÉ) corpus: A cleaned and annotated version of the Ceol Rince na hÉireann corpus of Irish traditional dance music, containing 1,224 monophonic MIDI files, and a csv table of root note values for each file.
  3. Root Key Detection: Work in progress on development of a Machine Learning-based root note detection algorithm, exploring the use of decision tree and random forest techniques to aggregate and improve the accuracy of an ensemble of root detection metrics.
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