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Darija NLP Pipeline

From speech to sentiment: NLP for Moroccan Darija.

Role
Research & engineering
Year
2024 — 2025
Type
NLP Research
Stack
Python · scikit-learn · Wit.ai
Darija NLP Pipeline

Two complementary tools forming a Darija language pipeline: an audio/video-to-SRT transcriber for Arabic and Darija (Wit.ai + voice-activity segmentation), and a sentiment classifier for social media comments (scraping → preprocessing → classification served over a REST API). Part of ongoing research interest in under-resourced dialects.

Next projectReal-time Sentiment Pipeline