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SEMGAN

SEMGAN is a Speech Enhancement Multi-Discriminator Generative Adversarial Network implemented in Python. This project was developed as part of my B.Eng. thesis.

Prerequisites

  • Python 3.11 or higher

Installation

  1. Clone the repository:

    git clone [email protected]:Kabanosk/SEMGAN.git

  2. Navigate to the project directory:

    cd semgan

  3. Install the dependencies using Poetry:

    poetry install

Usage

Training

To train the SEMGAN model, run the following command:

PYTHONPATH="." poetry run python3 src/train.py -c src/config/config.yaml

Make sure to update the configuration file src/config/config.yaml with the desired settings before running the training script.

License

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

Contact

For any questions or inquiries, please contact Wojciech Fiołka at [email protected].