Under The Hood

The Kurdish AI Subtitle Architecture

How MarketingDub solves the notorious right-to-left typography, dialect fragmentation, and audio-to-text timing challenges.

01
Audio Pre-processing Stem Separation

Vocal Isolation & Noise Suppression

Separates spoken vocals from heavy background music beds, podcast reverb, and street noise to maximize Whisper AI transcription accuracy.

02
Phoneme Timestamps & Diarization

Whisper V3 Word-Level Speech Recognition

Extracts exact word boundaries and millisecond timestamps for spoken English, Turkish, Arabic, and European languages with 99%+ confidence.

03
Sorani & Badini Contextual Semantics

Dialect-Aware Kurdish Translation Engine

Maps cultural idioms, technical jargon, and modern creator slang into natural Sorani (سۆرانی) and Badini (بادینی) syntax without robotic phrasing.

04
NRT Standards & Sarchia Glyphs

Zero-Detachment Kurdish RTL Typography

Eliminates broken Arabic/Kurdish letter rendering and incorrect punctuation reversing common in standard video editing software.

05
Burned 4K MP4 & UTF-8 BOM SRT Deliverables

Client-Side Hardware Accelerated Canvas Render

Directly burns animated captions and styled backing plates onto your video frames in browser with instantaneous download.

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Experience real-time Kurdish subtitling, 10 visual look presets, and sub-frame word synchronizations today.

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