README.md

---
title: resemble-enhance-demo
emoji: 📊
colorFrom: yellow
colorTo: yellow
sdk: gradio
sdk_version: 4.44.0
app_file: app.py
pinned: false
---


# Resemble Enhance demo: MLOps with Hugging Face Space, Gradio and Github Actions

[![CI](https://github.com/ANYANTUDRE/resemble-enhance-hf-demo/actions/workflows/main.yml/badge.svg)](https://github.com/ANYANTUDRE/resemble-enhance-hf-demo/actions/workflows/main.yml)
[![Hugging Face Space](https://img.shields.io/badge/Hugging%20Face%20%F0%9F%A4%97-Space-yellow)](https://huggingface.co/spaces/anyantudre/resemble-enhance-demo)
[![License](https://img.shields.io/github/license/resemble-ai/Resemble-Enhance.svg)](https://github.com/resemble-ai/resemble-enhance/blob/main/LICENSE)

Demo of Resemble Enhance, an AI-powered tool that aims to improve the overall quality of speech by performing denoising and enhancement. It consists of two modules: a denoiser, which separates speech from a noisy audio, and an enhancer, which further boosts the perceptual audio quality by restoring audio distortions and extending the audio bandwidth. The two models are trained on high-quality 44.1kHz speech data that guarantees the enhancement of your speech with high quality.


# Demo Space on Hugging Face 🤗

![hf-space-demo](img/resemble-enhance.png)  
[Try Demo Here](https://anyantudre-resemble-enhance-demo.hf.space)  
Current version is slow... (running on CPU)


# CI/CD Workflow
![mlops-hugging-face](https://user-images.githubusercontent.com/58792/170845235-7f00d61c-ea36-4d28-82d0-3a9b8c0f1769.png)



## References
- [Resemble Enhance GitHub](https://github.com/resemble-ai/resemble-enhance)
- [YouTube MLOps with Hugging Face Spaces, Gradio and Github Actions](https://youtu.be/VYSGjUa5sc4)