The application is envisioned as an offline tool similar to Google's Read Along app but specifically for the Hindi language. It should present users with Hindi words and listen to the user's attempt to pronounce these words, providing feedback on the accuracy of their pronunciation.
Approaches for Consideration:
Vector Representation of Words: Explore the possibility of maintaining vector representations of the required set of Hindi words. These vectors will be used to match against the vector-encoded recordings of spoken words by the user.
Acoustic Word Encodings: Utilize acoustic word encodings to convert the list of Hindi words into a vector form. This encoding will then be used to match against the encoded recordings from users, determining the accuracy of pronunciation.
Feedback Mechanism: Implement a feedback system that informs users of the correctness of their pronunciation and offers suggestions or corrections as needed.
Goals & Mid-Point Milestone
Goals
Setup/Installation
No response
Expected Outcome
No response
Acceptance Criteria
No response
Implementation Details
Develop a robust and efficient algorithm for converting Hindi words and spoken recordings into vector representations that can be accurately compared.
Ensure the app can run offline by storing all necessary data and models locally on the device.
Design an intuitive user interface to encourage engagement and improve Hindi pronunciation skills.
Pay attention to privacy and data security, especially concerning user recordings.
Mockups/Wireframes
No response
Product Name
Nipun Lakshya App
Organisation Name
SamagraX
Domain
Education
Tech Skills Needed
Machine Learning, Natural Language Processing, Python
Ticket Contents
Description
The application is envisioned as an offline tool similar to Google's Read Along app but specifically for the Hindi language. It should present users with Hindi words and listen to the user's attempt to pronounce these words, providing feedback on the accuracy of their pronunciation.
Approaches for Consideration:
Goals & Mid-Point Milestone
Goals
Setup/Installation
No response
Expected Outcome
No response
Acceptance Criteria
No response
Implementation Details
Mockups/Wireframes
No response
Product Name
Nipun Lakshya App
Organisation Name
SamagraX
Domain
Education
Tech Skills Needed
Machine Learning, Natural Language Processing, Python
Mentor(s)
@GautamR-Samagra @cha
Category
Machine Learning