This repo is created for the exam project of the course Automatic Speach Recognition ( LET-REMA-LCEX10). The goal, its structure, and its results are elaborated upon in the corresponding paper.

In short: the goal of the project is to try to train a Recurrent Neural Network on an artifically created dataset of concurrent speakers. We tested performance on different levels.

• Install Poetry: pip install poetry
• Run poetry install to install the virtual environment
• Run poetry python main.py to run the project. Choose which tasks to run by changing the variable at the top of the file.
• [Optional] Run poetry shell to enter the virtual environment