English-to-ASL Translation
NLP pipeline translating English text into ASL gloss, mapped to sign videos
Semester-long NLP + computer vision project translating English sentences into American Sign Language (ASL) gloss and mapping the output to corresponding sign videos.
A multi-stage pipeline handles dataset preprocessing and tokenization, then fine-tunes a text-to-gloss model on ASLG_PC12, with optional gloss-to-video alignment against WLASL2000. Runs end to end either as a single notebook or as modular Python scripts.
Stack: Python, PyTorch, Hugging Face, Jupyter
Status: Complete
Code: github.com/awais-de/asl