Polygence Scholar2024
Milan Gupta
Class of 2026San Diego, CA
About
Projects
- "Diagnosis of Dysarthria by Machine Learning." with mentor Daniel (Working project)
Project Portfolio
Diagnosis of Dysarthria by Machine Learning.
Started Feb. 1, 2024
Abstract or project description
Milan has selected the audio data he will use to diagnosis dysarthria. He will test different neural network architectures and select the one with the best performance. Milan is going to see if he can also incorporate streaming video data from the patients that provided audio data. His final milestone will be showing the performance of his best model, including the accuracy, precision, recall, F1 score and confusion matrix.