Comper: A Collaborative Musical Accompaniment System using Deep Latent Vector Models

Final Year Project for MEng Electrical and Electronic Engineering at Imperial College London

Details

See comper_fyp_report.pdf for the full write-up
Code and narration for training models in the Jupyter notebooks (.ipynb files)
Also see comper-ui (companion repo containing code for a live demo system based on these models)
Check out the video demo here!

Name		Name	Last commit message	Last commit date
Latest commit History 293 Commits
audio_clips/monophonic_bassline_1		audio_clips/monophonic_bassline_1
fig		fig
models		models
snippets		snippets
.gitignore		.gitignore
README.md		README.md
autoencoder_models.ipynb		autoencoder_models.ipynb
comper_fyp_report.pdf		comper_fyp_report.pdf
data_prep.ipynb		data_prep.ipynb
end-to-end.ipynb		end-to-end.ipynb
imports_and_user_variables.py		imports_and_user_variables.py
latent_rnns.ipynb		latent_rnns.ipynb
misc_playground.ipynb		misc_playground.ipynb
requirements.txt		requirements.txt