Projects

Things I have built

Kurdish Spell Checker

Kurdish Spell Checker

This spell corrector utilizes an encoder-decoder transformer architecture. The model is trained on synthetic data, generated using various hueristics.

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Kurdish Speech Recognition

Kurdish Speech Recognition

This speech recognition model is trained on the Common Voice dataset. The model is based on the Whisper architecture.

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Transformer based OCR

Transformer based OCR

A vision encoder-decoder model for text recognition. Accompanied with code to generate synthetic data at scale. The model is also further fine-tuned on handwritten Kurdish text.

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