ECE 271B Final Project

Downloading the dataset

run
conda install requests
conda install -c anaconda beautifulsoup4
conda install html5lib
then run
python download_dataset.py

Installing the required packages

mido

conda install -c roebel mido

DataGenerator Method

import

from DataGenerator import MidiDataGenerator

initilize with the root path and the length of desired measures $m$

midi = MidiDataGenerator('./raw', m=16)

generate a tensor of shape (10, m, 96, 96)

sample = midi.samples(size=10)

Training

run

python SeqTrain.py tasks.txt

tasks.txt contains the path of dataset

Generating Random Songs

see test.ipynb