README.md

metadata

title: Music Genre Classifier & Lyrics Generator
emoji: 🎵
colorFrom: indigo
colorTo: purple
sdk: gradio
sdk_version: 5.22.0
app_file: app.py
pinned: false
license: mit
short_description: AI music genre detection and lyrics generation

Music Genre Classifier & Lyrics Generator

This Hugging Face Space application provides two AI-powered features:

1. Music Genre Classification: Upload a music file and get an analysis of its genre using the dima806/music_genres_classification model.

2. Lyrics Generation: Based on the detected genre, the app generates original lyrics using Llama-3.1-8B-Instruct that match both the style of the genre and approximate length of the song.

Features

• Upload any music file for instant genre classification
• Receive genre predictions with confidence scores
• Get AI-generated lyrics tailored to the detected music genre
• Lyrics length is automatically adjusted based on the song duration
• Simple and intuitive user interface

Usage

1. Visit the live application on Hugging Face Spaces
2. Upload your music file using the provided interface
3. Click "Analyze & Generate" to process the audio
4. View the detected genre and generated lyrics in the output panels

Technical Details

• Uses MFCC features extraction from audio for genre classification
• Leverages 4-bit quantization for efficient LLM inference on T4 GPU
• Implements a specialized prompt engineering approach to generate genre-specific lyrics
• Automatically scales lyrics length based on audio duration

Links

• Music Genre Classification Model
• Llama 3.1 8B Instruct Model