projects
Some of my relevant personal projects, completed as part of coursework or out of personal interest
Audio Classification using Deep Learning
The objective of this project was to classify environmental sounds from the UrbanSounds8K dataset into 10 categories - air_conditioner, car_horn, children_playing, dog_bark, drilling, enginge_idling, gun_shot, jackhammer, siren, and street_music. A CNN model was used to classify environmental sounds using either log mel spectrograms or gammatonegrams. Their performances were compared.
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Semantic Similarity on Quora Question Pairs
This project uses NLP and machine learning to assess semantic similarity between pairs of Quora questions. By preprocessing data, extracting features, and training models, it aims to improve automated question matching and recommendations, enhancing user interactions and accuracy on question-answer platforms.
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Neural style transfer using VGG-19
Grass Lane Detection
Stock Price Prediction
