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--- |
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title: Music Genre Classifier & Lyrics Generator |
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emoji: 🎵 |
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colorFrom: indigo |
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colorTo: purple |
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sdk: gradio |
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sdk_version: 5.22.0 |
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app_file: app.py |
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pinned: false |
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license: mit |
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short_description: AI music genre detection and lyrics generation |
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--- |
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# Music Genre Classifier & Lyrics Generator |
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This Hugging Face Space application provides two AI-powered features: |
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1. **Music Genre Classification**: Upload a music file and get an analysis of its genre using the [dima806/music_genres_classification](https://huggingface.co/dima806/music_genres_classification) model. |
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2. **Lyrics Generation**: Based on the detected genre, the app generates original lyrics using [Llama-3.1-8B-Instruct](https://huggingface.co/meta-llama/Llama-3.1-8B-Instruct) that match both the style of the genre and approximate length of the song. |
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## Features |
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- Upload any music file for instant genre classification |
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- Receive genre predictions with confidence scores |
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- Get AI-generated lyrics tailored to the detected music genre |
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- Lyrics length is automatically adjusted based on the song duration |
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- Simple and intuitive user interface |
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## Usage |
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1. Visit the live application on Hugging Face Spaces |
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2. Upload your music file using the provided interface |
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3. Click "Analyze & Generate" to process the audio |
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4. View the detected genre and generated lyrics in the output panels |
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## Technical Details |
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- Uses MFCC features extraction from audio for genre classification |
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- Leverages 4-bit quantization for efficient LLM inference on T4 GPU |
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- Implements a specialized prompt engineering approach to generate genre-specific lyrics |
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- Automatically scales lyrics length based on audio duration |
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## Links |
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- [Music Genre Classification Model](https://huggingface.co/dima806/music_genres_classification) |
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- [Llama 3.1 8B Instruct Model](https://huggingface.co/meta-llama/Llama-3.1-8B-Instruct) |
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