Just Listening to the Lyrics is Overrated
Developed in Python with Jupyter Notebook
Music is Ultimately Data We Can Manipulate Limitlessly
Parameter Mapping Sonification
The goal of this project was to map specific data categories to musical parameters and create an audible representation of data.
I decided upon the dataset’s of GameStop’s Historical Stock Prices & AMC’s Historical Stock Prices as I thought it would be interesting to hear the two when the stock surge of 2021 occurred.
Taking data such as: High prices for the day, Low prices, Closing prices, & Volume of stocks being trades, we can map these to specific musical parameters.
These Parameters include: Tempo, Amplitude, Register, & Pitch
Genre Identification
Utilizing machine learning, a model is trained with thousands of songs from 10 different genre categories.
This model can now attempt to classify any song given into it’s two highest probability genres.