AI Audio Analysis
Project Description
Project will showcase AI model’s ability to deconstruct songs and then possibly make a genre-based or mood-based playlist for a user to enjoy.
Project Created & Devleloped by:
- Andrew Hernandez
- William Coleman
Reasearch Question
How accurately can an AI model predict a song’s emotional mood based on extracted audio features compared to human perception?
Key Results
Methods
Data Sources
- Kaggle
- Audioset By Google
- EmoMusic
- GTZAN
- IRMAS
Technologies Used
- Librosa
- Matplotlib
- NumPy
- Optuna
- Pandas
- Pydub
- Python
- Scikit-learn
- Seaborn
- Spotify API
- Streamlit
- Tensorflow