Muntasir2179 / bangla-accent-classification

This repository contains all the codes that I have written to train several Neural Network models with my custome dataset. I have collected several accents of Bangla language from various sources and online platforms. I used that data to fit my models. The result are in the notebooks of model-testing branch. I have also done some analysis on data.

App Description

This is an web application that is built using Django and Node.js framework. This application requires dual server, the audio denoising has been done using Node.js and the for the users requests handling we have used Django.

Working Principle

This is an AI powered application that uses trained deep learning models to predict Accent from people's voice. People can put their voice in and the the application will use it's denoising capabilities to make the sound clear and then it passes that audio data to the model. The model then predicts the accent class and sends the response back to the user.