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Polygence Scholar2024
Ronak Chadha's profile

Ronak Chadha

Class of 2025Fremont, CA



  • "Detection of Speech Developmental Delays using Machine Learning" with mentor Peter (Working project)

Ronak's Symposium Presentation

Project Portfolio

Detection of Speech Developmental Delays using Machine Learning

Started May 30, 2023

Abstract or project description

We obtained a CHILDES dataset from Kaggle which contains audio features and speech and developmental delays. We will use data science libraries for completing this project, such as NumPy, Pandas, and Scikit-Learn. We will test which speech features are the most salient for classifying speech delays. We will also test which machine learning models perform optimally. We will conduct further analyses afterwards to get the best AI model possible, and aim to publish the paper describing these analyses.