app.py

#================================================================
# https://huggingface.co/spaces/asigalov61/MIDI-Identification
#================================================================

import os
import hashlib

import time
import datetime
from pytz import timezone

import copy
from collections import Counter
import random
import statistics

import gradio as gr

import TMIDIX

#==========================================================================================================

def ID_MIDI(input_midi, 
            render_type, 
            soundfont_bank, 
            render_sample_rate, 
            custom_render_patch,
            render_align,
            render_transpose_value,
            render_transpose_to_C4,
            render_output_as_solo_piano,
            render_remove_drums 
            ):
    
    print('*' * 70)
    print('Req start time: {:%Y-%m-%d %H:%M:%S}'.format(datetime.datetime.now(PDT)))
    start_time = time.time()
    
    print('=' * 70)
    print('Loading MIDI...')

    fn = os.path.basename(input_midi)
    fn1 = fn.split('.')[0]

    fdata = open(input_midi, 'rb').read()

    input_midi_md5hash = hashlib.md5(fdata).hexdigest()
    
    print('=' * 70)
    print('Requested settings:')
    print('=' * 70)
    print('Input MIDI file name:', fn)
    print('Input MIDI md5 hash', input_midi_md5hash)
    print('-' * 70)
    print('Render type:', render_type)
    print('Soudnfont bank', soundfont_bank)
    print('Audio render sample rate', render_sample_rate)
    print('Custom MIDI render patch', custom_render_patch)
    print('Align to bars:', render_align)
    print('Transpose value:', render_transpose_value)
    print('Transpose to C4', render_transpose_to_C4)
    print('Output as Solo Piano', render_output_as_solo_piano)
    print('Remove drums:', render_remove_drums)
    print('=' * 70)
    print('Processing MIDI...Please wait...')
    
    #=======================================================
    # START PROCESSING

    raw_score = TMIDIX.midi2single_track_ms_score(fdata)
    
    escore = TMIDIX.advanced_score_processor(raw_score, return_enhanced_score_notes=True)[0]
    
    escore = TMIDIX.augment_enhanced_score_notes(escore, timings_divider=1)

    first_note_index = [e[0] for e in raw_score[1]].index('note')
    
    cscore = TMIDIX.chordify_score([1000, escore])

    meta_data = raw_score[1][:first_note_index] + [escore[0]] + [escore[-1]] + [raw_score[1][-1]]
    
    print('Done!')
    print('=' * 70)
    print('Input MIDI metadata:', meta_data[:5])
    print('=' * 70)
    print('Processing...Please wait...')



    print('-' * 70)

    new_md5_hash = hashlib.md5(open(new_fn,'rb').read()).hexdigest()
    
    print('Done!')
    print('=' * 70)

    #========================================================

    output_midi_md5 = str(new_md5_hash)
    output_midi_title = str(fn1)
    output_midi_summary = str(meta_data)
    output_midi = str(new_fn)
    output_audio = (srate, audio)
    
    output_plot = None

    print('Output MIDI file name:', output_midi)
    print('Output MIDI title:', output_midi_title)
    print('Output MIDI hash:', output_midi_md5)
    print('Output MIDI summary:', output_midi_summary[:5])
    print('=' * 70) 
    
    #========================================================

    print('Req end time: {:%Y-%m-%d %H:%M:%S}'.format(datetime.datetime.now(PDT)))
    print('-' * 70)
    print('Req execution time:', (time.time() - start_time), 'sec')
    print('*' * 70)
    
    #========================================================
    
    return output_midi_md5, output_midi_title, output_midi_summary, output_midi, output_audio, output_plot
    
#==========================================================================================================

if __name__ == "__main__":

    PDT = timezone('US/Pacific')
    
    print('=' * 70)
    print('App start time: {:%Y-%m-%d %H:%M:%S}'.format(datetime.datetime.now(PDT)))
    print('=' * 70)

    app = gr.Blocks()
    
    with app:
        
        gr.Markdown("<h1 style='text-align: center; margin-bottom: 1rem'>MIDI Identification</h1>")
        gr.Markdown("<h1 style='text-align: center; margin-bottom: 1rem'>Identify any MIDI</h1>")
        
        gr.Markdown("This is a demo for tegridy-tools\n\n"
                    "Please see [tegridy-tools](https://github.com/asigalov61/tegridy-tools) GitHub repo for more information\n\n"
                   )
        
        gr.Markdown("## Upload your MIDI")
        
        input_midi = gr.File(label="Input MIDI", file_types=[".midi", ".mid", ".kar"], type="filepath")

        submit = gr.Button("Render MIDI", variant="primary")

        gr.Markdown("## MIDI identification results")
        
        output_midi_md5 = gr.Textbox(label="Output MIDI md5 hash")
        output_midi_title = gr.Textbox(label="Output MIDI title")
        output_midi_summary = gr.Textbox(label="Output MIDI summary")
        
        run_event = submit.click(ID_MIDI, [input_midi,                                         
                                              ],
                                                [output_midi_md5, 
                                                 output_midi_title, 
                                                 output_midi_summary, 
                                                ])
        
    app.queue().launch()