# SWR2-ACR

Automatic speech recognition model for the seminar spoken word
recogniton 2 (SWR2) in the summer term 2023.

# Installation

## Installing poetry

    // installing poetry with the provided install script
    curl -sSL https://install.python-poetry.org | python3 -

    // adding poetry to your path
    // Linux
    echo export PATH="$HOME/.local/bin:$PATH" >> ~/.bashrc && source ~/.bashrc

    // Mac
    echo export PATH="$HOME/.local/bin:$PATH" >> ~/.zshrc && source ~/.zshrc

## Running on cpu or m1 gpu

    poetry lock && poetry install --with cpu

## Running on nvidia gpu

    poetry lock && poetry install --with gpu

# Usage

## Training

Train using the provided train script:

    poetry run train --data PATH/TO/DATA --lr 0.01 

## Evaluation

## Inference

    poetry run recognize --data PATH/TO/FILE

## CI

You can use the Makefile to run these commands manually

    make format

    make lint