Music Generation using Deep Learning
LSTM Model : Training :
Run the train_LSTM_model.ipynb file after installing appropriate librabries which are required.
Generating Music :
Pre- trained model file can be found here : https://drive.google.com/file/d/10Enn08X6JkZqWrFCK94ZXFIVY4gkqg_N/view?usp=sharing
Download this file and then run Generating Music/LSTM Model/ music_gen_generate_midi.ipynb file
This should generate a midi file which will stored in the same folder
Autoencoder Model :
Training : Run the train_autoencoder_model.ipynb file after installing appropriate librabries which are required
Generating Music :
Pre- trained model file can be found here :
Model link : https://drive.google.com/drive/folders/1-7bm4eulXgSGIKeYqEE02Bxr6iLCHyZp?usp=sharing
numpy files link :
lengths.npy : https://drive.google.com/file/d/1-5z3THegAkp08JWb74BOZiGvRSIs_dWM/view?usp=sharing
samples.npy : https://drive.google.com/file/d/15g9DhLnXYFfXKQFDchvefVwGuu8B5Ptu/view?usp=sharing
All these files are necessary to generate the music. Download these files and then run Generating Music/Autoencoder Model/ live_edit_music_gen.ipynb file.
This should open an application with the help of which music can be generated