Giter Site home page Giter Site logo

ielts-speech-analyzer's Introduction

IELTS Speech Analyzer

IELTS Speech Analyzer is a web application that helps users improve their IELTS speaking skills by analyzing audio recordings and providing detailed feedback.

Features

  • Upload MP4 video files for analysis
  • Convert video to audio for processing
  • Transcribe speech using Whisper AI model
  • Analyze speech based on IELTS Speaking Band Descriptors
  • Provide detailed feedback on Fluency and Coherence, Lexical Resource, and Grammatical Range and Accuracy
  • Generate an estimated IELTS band score
  • Offer specific suggestions for improvement
  • Store and manage recent analyses

Prerequisites

  • Python 3.7+
  • Flask
  • MoviePy
  • Groq API access
  • Whisper AI model

Installation

  1. Clone the repository:

    git clone https://github.com/Yc3t/IELTS-speech-analyzer
    cd ielts-speech-analyzer
    
  2. Create a virtual environment and activate it:

    python -m venv venv
    source venv/bin/activate  # On Windows, use `venv\Scripts\activate`
    
  3. Install the required packages:

    pip install -r requirements.txt
    
  4. Create a .env file in the project root and add your Groq API key:

    GROQ_API_KEY=your_groq_api_key_here
    
  5. create a data folder in the directory

Usage

  1. Start the Flask server:

    python app.py
    
  2. Open a web browser and navigate to http://localhost:5000

  3. Use the interface to upload an MP4 file of your IELTS speaking practice

  4. Wait for the analysis to complete

  5. Review the detailed feedback and suggestions for improvement

Project Structure

  • app.py: Main Flask application
  • static/: Contains CSS, JavaScript, and image files
  • templates/: Contains HTML templates
  • data/: Stores uploaded audio files and analysis results
  • requirements.txt: List of Python dependencies

Extra

  • S2T.py: aislated speech to text functionality

ielts-speech-analyzer's People

Contributors

yc3t 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.