TIL2023 ASR Qualifiers Challenge

The TIL2023 ASR Qualifiers code repository

Setting up the environment

Clone Repository

Run this command to clone the repository

git clone https://github.com/til-23/til-23-asr.git
cd til-23-asr/

Install requirements

To install the requirements, run the following commands:

pip install -r requirements.txt
pip install torch==1.12.1+cu116 torchaudio==0.12.1 --extra-index-url https://download.pytorch.org/whl/cu116   

Running the code

Model Training

To train a model, modify the directory where you saved the data and the corresponding annotation file, modify the model path directory where the trained model is saved, experiment with the different hparams values. Feel free to modify the code too. Execute this command to start training:

python3 src/train.py

Model Inference

After training the model, modify the path of the test data and the model. You can execute this command to do inference:

python3 src/inference.py