---
title: AI Music Attribution
emoji: 🎵
colorFrom: purple
colorTo: blue
sdk: docker
app_port: 7860
pinned: false
# hf_oauth: true
hf_oauth_scopes:
  - email
---

# AI Music Attribution

Analyze AI-generated music to identify potential training data sources using MERT embeddings.

## Features

- 🎵 Upload audio tracks for analysis
- 🔍 Chunk-level similarity matching with 10K+ training tracks
- 📊 Visual attribution results with waveform display
- 🎼 Support for MP3, WAV, OGG formats
- 🔐 HuggingFace OAuth authentication

## How It Works

1. **Sign in** with your HuggingFace account
2. **Upload** your audio file
3. **Analyze** using MERT music embeddings
4. **View** matched training tracks with similarity scores

## Technology

- **Frontend**: React + Vite + Tailwind
- **Backend**: Node.js + tRPC
- **ML**: MERT-v1-95M (768-dim music embeddings)
- **Matching**: Cosine similarity with dynamic thresholds

## Resources

- MERT Model: [m-a-p/MERT-v1-95M](https://huggingface.co/m-a-p/MERT-v1-95M)