Deez’Nalyzer

Django · Vue.js · ML · 2024

A Django/Vue application using audio analysis and machine learning to classify music genres.

Overview

Built a full-stack web application integrating the Deezer API to extract audio features from MP3 excerpts. Trained and compared machine learning models to classify song genres and generate thematic playlists.

Engineering approach

The architecture connects music API ingestion, audio feature extraction, model training and a Django/Vue interface. The engineering value lies in linking a data pipeline, ML experimentation and a web product.

Scope and limitations

Academic or research work, potentially collaborative. It illustrates an engineering method or experiment rather than claiming a commercially deployed product.

Explore the project

Source repository, documentation or official result ↗