Git Product home page Git Product logo

nepali-roman-dataset-generator's Introduction

Generate Roman Dataset

This project is designed to collect and manage voice clips from the public to create a comprehensive Nepali Roman text dataset. The dataset is intended for use in training speech recognition models to understand and transcribe Nepali spoken in Roman script.

image

Features

  • Record: Users can record and upload audio clips directly through the web interface.
  • Verify: Users can verify the accuracy of transcriptions to ensure the dataset's quality.
  • Write: Users can submit new sentences to be recorded.

Installation

  1. Clone the repository:
    git clone https://github.com/Subu19/Nepali-Roman-Dataset-Generator.git
  2. Navigate to the project directory:
    cd Nepali-Roman-Dataset-Generator
  3. Install the dependencies:
    npm install
  4. Start the server:
    node index.js

Configuration

Create a config.json file in the project root with the following content:

{
    "uri": "Your mongoDB URI",
    "port": "port number"
}

Replace Your mongoDB URI with your MongoDB connection string and port number with the desired port number for the server.

Usage

  • Record: Navigate to the recording page and use the provided tools to record and upload audio clips.
  • Verify: Review and verify transcriptions to maintain the dataset's accuracy.
  • Write: Submit new sentences to be recorded.

This project aims to build a robust dataset for improving Nepali speech recognition in the Roman script, enabling better language technology for Nepali speakers.

nepali-roman-dataset-generator's People

Contributors

subu19 avatar

Stargazers

 avatar

Watchers

 avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.