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speech-enhancement-model's Introduction

Speech Enhancement Model

โšก Features

  • Uses Deep Learning Model based on GRUs
  • Low Complexity Model For Hearing Aid Related Applications
  • Uses MFCCs and Pitch Correlation as Input Features
  • Implementation Using Python

๐Ÿš€ Getting Started

Installation

  1. Install python3 and python3-venv
    sudo apt install python3 python3-venv python3-tk

    python3-tk is used by Matplotlib for displaying plots

  2. Create Virtual Environment
    python3 -m venv venv
  3. Activate The Virtual Environment
    source venv/bin/activate
  4. Install the required Python Dependencies
    pip3 install -r requirements.txt
    Alternatively, the required libraries can be installed by
    pip3 install librosa numpy scipy matplotlib notebook IPython pystoi pypesq
    pip3 install tensorflow==2.5.0

speech-enhancement-model's People

Contributors

abish7643 avatar void523 avatar kaverits avatar

Stargazers

Adith GM avatar  avatar

Watchers

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speech-enhancement-model's Issues

Pre-trained model

Hello, I am very interested in your method. Can you share your pre-trained model and how big is it?

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