complexbrains
commented
2 years ago Dear @arianguyen thank you very much for submitting this very intriguing project! 🎉 As a simultaneous EEG/fMRI enthusiast, I am very curious to see how the project will evolve over time. 🤗
Everything seems ready, but maybe missing an image for your project if you have one. If you want us to use a specific one please just drop it anywhere in the issue and let us know that your project is ready to go! But we can also publish it with a template image if you are ok with it, but you can always edit your issue after it is published too.
Looking forward to hearing more about this amazing project! 🚀
arianguyen
Title
Brainharmonic - Generating music from brain signal data using deep learning
Leaders
Collaborators
No response
Brainhack Global 2021 Event
Brainhack Australasia
Project Description
This project aims to develop a tool to generate music from brain signals using deep learning models. There has been a lot of work on generating new music from a large collection of music using deep AI models, as well as some work on generating music from brain EEG/fMRI signal through algorithmic or rule based approaches. However there has not been work done on using deep learning models to generate music from EEG/fMRI signal.
In this project, we will use deep generative models to allow EEG/fMRI data to be used as an input to generate music. We will also look into linking brain signal from different regions of the brain to different instruments to create a symphony. More details of the design can be found on our Github page.
Link to project repository/sources
https://github.com/marianocabezas/brainharmonic
Goals for Brainhack Global
Develop a tool to generate songs from EGG/fMRI brain signals using deep learning
Good first issues
Communication channels
https://mattermost.brainhack.org/brainhack/channels/brainharmonic
Skills
Onboarding documentation
No response
What will participants learn?
Data to use
No response
Number of collaborators
2
Credit to collaborators
Project contributors are credited on Readme file on project Github page
Image
Type
coding_methods, data_management, method_development, pipeline_development
Development status
0_concept_no_content
Topic
deep_learning, information_theory, machine_learning
Tools
fMRIPrep, Freesurfer
Programming language
Python
Modalities
EEG, fMRI
Git skills
1_commit_push, 2_branches_PRs
Anything else?
No response
Things to do after the project is submitted.