Linguity | English Pronunciation Mastery App

What is Linguity?

The Linguity app is an app that can help users develop a better English pronunciation. We decided to create a solution to this problem by developing a mobile application that mainly uses voice to learn the English language. We will make an application that makes it easier for users to learn English to improve their pronunciation starting from beginner. Because we make applications for beginners so it can improve pronunciation and make them perfect.

Team Member

The following are the team members involved in the development of this project:

Name	Student-ID	Learning Path	Role	Contacts
Putu Gede Pradana Adnyana	M368DSX2310	Machine Learning	Project Manager & Machine Learning Engineer	LinkedIn
Bagus Tri Yulianto Darmawan	M062DSX1482	Machine Learning	Machine Learning Engineer	LinkedIn
Maharani Yr	C176DSY0806	Cloud Computing	DevOps Engineer	LinkedIn
Sherly Fauziyah Syaharani	C242DSY1915	Cloud Computing	DevOps Engineer	LinkedIn
Diinggo Sirojudin	A176DSX1160	Mobile Development	Android Developer	LinkedIn
Bayu Nugroho	A062DKX4004	Mobile Development	Android Developer	LinkedIn

Library Used

• os
• Flask
• numpy
• tensorflow
• keras from tensorflow
• requests
• speech_recognition
• fuzzywuzzy
• wer from jiwer
• matplotlib
• pandas
• urllib3
• vosk
• pydub

IDE Used

• Google Colab
• Visual Studio Code
• Kaggle

How To Use

Below are the directory structure:

.
└── ./ML/
    ├── app_spelling/
    │   └── ...
    ├── pronunciation/
    │   └── ...
    └── spelling_dataset/
        └── ...

1. The app_spelling consist of the API to check the spelling.
2. The pronunciation consist the model and API to check the pronunciation.
3. The spelling_dataset consist the script to get and process the dataset.

To clone and run this application, you'll neet git and pip to install requirements.

git clone https://github.com/Linguity/ML.git
pip install -r api_spelling/requirements.txt
pip install -r spelling_dataset/requirements.txt