pretty_midi contains utility function/classes for handling MIDI data, so that it's in a format which is easy to modify and extract information from.
Documentation is available here. You can also find a Jupyter notebook tutorial here.
pretty_midi is available via pip or via the setup.py script. In order to synthesize MIDI data using fluidsynth, you need the fluidsynth program and pyfluidsynth.
If you end up using pretty_midi in a published research project, please cite the following report:
Colin Raffel and Daniel P. W. Ellis. Intuitive Analysis, Creation and Manipulation of MIDI Data with pretty_midi. In Proceedings of the 15th International Conference on Music Information Retrieval Late Breaking and Demo Papers, 2014.
Example usage for analyzing, manipulating and synthesizing a MIDI file:
import pretty_midi
# Load MIDI file into PrettyMIDI object
midi_data = pretty_midi.PrettyMIDI('example.mid')
# Print an empirical estimate of its global tempo
print(midi_data.estimate_tempo())
# Compute the relative amount of each semitone across the entire song, a proxy for key
total_velocity = sum(sum(midi_data.get_chroma()))
print([sum(semitone)/total_velocity for semitone in midi_data.get_chroma()])
# Shift all notes up by 5 semitones
for instrument in midi_data.instruments:
# Don't want to shift drum notes
if not instrument.is_drum:
for note in instrument.notes:
note.pitch += 5
# Synthesize the resulting MIDI data using sine waves
audio_data = midi_data.synthesize()Example usage for creating a simple MIDI file:
import pretty_midi
# Create a PrettyMIDI object
cello_c_chord = pretty_midi.PrettyMIDI()
# Create an Instrument instance for a cello instrument
cello_program = pretty_midi.instrument_name_to_program('Cello')
cello = pretty_midi.Instrument(program=cello_program)
# Iterate over note names, which will be converted to note number later
for note_name in ['C5', 'E5', 'G5']:
# Retrieve the MIDI note number for this note name
note_number = pretty_midi.note_name_to_number(note_name)
# Create a Note instance for this note, starting at 0s and ending at .5s
note = pretty_midi.Note(velocity=100, pitch=note_number, start=0, end=.5)
# Add it to our cello instrument
cello.notes.append(note)
# Add the cello instrument to the PrettyMIDI object
cello_c_chord.instruments.append(cello)
# Write out the MIDI data
cello_c_chord.write('cello-C-chord.mid')