Progressive-Rock-music-classification

Prog Rock vs the world

Description

This project aims to classify music tracks into two categories: Progressive Rock and Non Progressive Rock genres. The classification is based on audio features extracted from the tracks.

Report available here.

Owners

• Arpan Nagar
• Moinak Dey
• Joseph Bensabat
• Jokent Gaza

Installation

1. Clone the repository:

    git clone https://github.com/arpu-nagar/Progressive-Rock-music-classification.git
   

2. Install the required dependencies:

    pip install -r requirements.txt
   

Usage

1. Navigate to the project directory:

    cd Progressive-Rock-music-classification
   

2. Run prog_rock.ipynb to download the train and test tensors first.

3. If you prefer .py files for later on (DONOT run before downloading train and test tensors)

    python base_model.py
   

4. Models area avaiable in model/ dir.
5. For Audio Spectrogram Transformer: refer it’s README or refer to original repo.

Contributing

Contributions are welcome! If you would like to contribute to this project, please follow these steps:

1. Fork the repository.
2. Create a new branch for your feature or bug fix.
3. Make your changes and commit them.
4. Push your changes to your forked repository.
5. Submit a pull request to the main repository.

License

This project is licensed under the MIT License. See the LICENSE file for more details.

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