generic pytorch wav2vec2 automatic-speech-recognition region:us
---
tags:
- automatic-speech-recognition
library_name: generic
---

# Automatic Speech Recognition repository template

This is a template repository for Automatic Speech Recognition to support generic inference with Hugging Face Hub generic Inference API. There are two required steps:

1. Specify the requirements by defining a `requirements.txt` file.
2. Implement the `pipeline.py` `__init__` and `__call__` methods. These methods are called by the Inference API. The `__init__` method should load the model and preload all the elements needed for inference (model, processors, tokenizers, etc.). This is only called once. The `__call__` method performs the actual inference. Make sure to follow the same input/output specifications defined in the template for the pipeline to work.

Example repos
* https://huggingface.co/osanseviero/pyctcdecode_asr

## How to start
First create a repo in https://hf.co/new. 
Then clone this template and push it to your repo.
```
git clone https://huggingface.co/templates/automatic-speech-recognition
cd automatic-speech-recognition
git remote set-url origin https://huggingface.co/$YOUR_USER/$YOUR_REPO_NAME
git push --force
```