reekithak/english-reading-proficiency-calculator

Still in Development Flow for a System that calculates and judges your English reading abilities.

English Reading Proficiency Calculator

• Still in Project-Development Phase. Plenty of room for improvement.
  
• Any Suggestions welcomed.
• All the modules have been implemented, yet there's space for more.

Phases:

• The model runs in basically two different phases. The FlowCharts has been presented here FLOWCHART.
• The Application hasn't been deployed anywhere due to high server-cost constraints & limited resources.
• The application is still CommandLine Based.
• The Basic Flow of the Modules are described here:

Module Implementation From Scratch?

• All the modules are here in this Repository.
• They've been implemented in the above repo ( some from scratch, some open-source).

Running the App?

• The Application generates 2 paragraphs and asks the user to start reading once the timer goes off

• A Temporary Para Generated by the program is displayed below.

• The Audio Data is Converted and sent to Deep Learning Models for analysis

• The Spectrogram Looks Something like this for a 75 sec long audio

• The Deep Learning Models are Loaded and Evaluation begins, Scores are calculated and produced

Run the Application to test your "Reading Skills?"

Step 1:

Install Python 3.7
Don't forget to add Path o Environment Varibales Doubt?

Completely Optional: Install Git

Step 2:

Clone this Repository Tutorial

Step 3:

From the root folder of the repository, open a commandline terminal/powershell and run the following commands:

pip install virtualenv :- Installs Virtualenv Python Module
virtualenv ANY_NAME :- Replace ANY_NAME with your choice of environment name
.\ANY_NAME\Scripts\activate :- Activates the Virtual Environment we just created
pip install -r requirements.txt :- Installs the Required Liraries , Takes time & Needs Space ("A lot")

Step 4:

Once all the Above is Completed , Lets run our Application.<br> Run the below command in the cmd.

python app.py

And let the application run its course 😋

Note:

• The Application is Completely Commandline Based.
• Open-Source Codes have been used
• Room for Improvements & Suggestions :)