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A text classifier that reads a social-media post and sorts it into hate speech, offensive language or neither. It uses a bidi...
This project recognizes American Sign Language words from video: each clip is sampled to 64 frames, a 3D convolutional networ...
This project identifies who is speaking from a short voice clip: it extracts 40 MFCCs plus delta features, models each enroll...
This project recognizes emotion from speech: it extracts MFCCs, mel spectrograms, chroma and zero-crossing-rate features from...
This project builds an English-to-French neural machine translation system: a bidirectional GRU encoder reads the source sent...
This project builds a conversational chatbot around the classic sequence-to-sequence architecture: a GRU encoder reads the us...
An abstractive text summarization system that fine-tunes transformer encoder-decoders — BART, T5 and PEGASUS — on the CNN/Dai...
A retinal blood-vessel segmentation system that trains a U-Net to separate vessels from background in fundus photographs, usi...
A liver-disease prediction system built on the Indian Liver Patient Records dataset from the UCI Machine Learning Repository...
