Music-Analyser

Midi Music analysis tools and code collection, including statistical music models.

Requirements Python 2.7 Use pip install -r requirements.txt to install packages.

Tools

1. play midi
   Run:
   python tools.py midi_file.mid --play
   For example:
   python tools.py anjing.mid --play
   

2. plot midi
   Run:
   python tools.py midi_file.mid --play
   For example:
   python tools.py anjing.mid --play
   

3. Basic music analysis
   Extract music inforamtion including Unigrams and Bigrams.
   Run:
   python midi_analyser.py midi_file.mid
   For example:
   python midi_analyser.py anjing.mid
   

4. Generate midi music based on statistical language models
   Run:
   python midi_generator.py midi_file.mid
   For example:
   python midi_generator.py anjing.mid
   

I will keep updating this project. Will Do:

• Add chords module.
• Determine music tonality based on statistcal data.
• Generate midi based on chords as well as traning midi files.
• Determine music verse and chorus.
• Music clustering based on melody, tonality and emotion.

I am a music fan as well as a machine learning researcher. I would like to explore music creation, especially using machine learning to genereate melody in the future. I would like to hear about any suggestion or comments. I am also looking for collcaboration oppertunities or working oppertunity. Thank you!

Example based on anjing.mid:
Music link

Plot of one band of midi

Plot of unigrams

Plot of bigrams