This is my solution for the Lab1 MIT 6.S191 course on Introduction to Deep Learning, 2020. on the lab 1 assignment. The goal was to train an RNN model to generate new songs. The training has been done using Tensorflow
API on iris ABC songs. I create modules to make more fun doing assignments
rnnmodel.py
: is rnn model which used to build, compile, train, and generate new songs.helper.py
: is a helper function for loading dataset, playing songs, and creating batches for training.music-generation.ipynb
: contains the whole process of experimenting and doing this lab.
Many thanks to Alexander Amini and Ava Soleymani and others for these great lectures on Deep Learning
© MIT 6.S191: Introduction to Deep Learning