Soc-Project

Details regarding timeline and progress in the project

• Completed basics of python videos on you tube and also started the libraries like numpy,panda,matplotlib.
• Started watching the TensorFlow Package on you Tube & also read about an article on how to perform automatic music generation.
• Completed Tensor Flow Package and the article.
• Learning and Understanding the code and applying some tweaks to see the results.

Musify: Music-Composition using Artificial Intelligence

The aim of ths Project was to create new piece of music using Piano Notes

About the Project

• Platform : Google Colab / Jupyter Notebook / Visual Studio Code
• Language : Python 3.8
• Libraries Used : Tensorflow, Music21, Keras, NumPy, Sklearn, tqdm
• Dataset : https://www.kaggle.com/datasets/soumikrakshit/classical-music-midi

File Structure

• albeniz/ : This is the dataset folder containing various midi files of different composers.
• Code File for Musify.ipynb : In this file, we will build, train and test our model.
• MOD/ : This directory contains optimizer, metrics, and weights of our trained model.
• AI_composed_music.mid : This is a music file of predicted notes.
• Python basics and Libraries Practice Files/ : Contains various files related to python libraries and basics made while learning and practice.
• Tensor_Flow_basics_and_Regression.ipynb : Contains code related to Tensor Flow made while learning and practice.
• Musify Presentation.pptx : Final Presentation of the Project.
• Final Document SOC-Musify.docx
• Final Video SOC-Musify.webm

Follow the steps and compose music using AI

• STEP 1 : Download the files from the repository by clicking on Code button
• STEP 2 : Install Libraries using pip command (In Anaconda Prompt)
• STEP 3 : Open code.ipynb file using Jupyter Notebook / Visual Studio Code
• STEP 4 : Run all the cells one by one and check the output
• STEP 5 : Wait for the model training as it takes about 7-8 hours
• STEP 6 : Run the last cell and a file named as AI_composed_music.mid will be saved
• STEP 7 : Play the file AI_composed_music.mid
• STEP 8 : You have composed your own music by using AI. Some of the parameters can be tweaked in the code for different results.