Deterministic Multimodal Quality Control for Generative Video Pipelines: Automated Word-Level Whisper Alignment, Sub-Frame Boundary De-Glitching, and Non-Destructive NLE Synthesis

Technical specification and empirical validation of a deterministic multimodal Quality Control (QC) pipeline for generative AI video production (Google Flow / Veo) by HM Shihabuddin Jashory (Shihab). Details automated word-level Whisper timestamp alignment, cut-boundary audio clipping detection, 1-second contact sheet visual auditing, 0.5-second close-up lip-sync isolation verification, and non-destructive CapCut PC NLE draft synthesis.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-10-31
DOI
https://doi.org/10.5281/zenodo.23832730
Primary Topic
Multimedia Communication and Technology
Type
article
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article

Deterministic Multimodal Quality Control for Generative Video Pipelines: Automated Word-Level Whisper Alignment, Sub-Frame Boundary De-Glitching, and Non-Destructive NLE Synthesis

HM Shihabuddin Jashory
Zenodo (CERN European Organization for Nuclear Research)
Multimedia Communication and Technology
article

Deterministic Multimodal Quality Control for Generative Video Pipelines: Automated Word-Level Whisper Alignment, Sub-Frame Boundary De-Glitching, and Non-Destructive NLE Synthesis

HM Shihabuddin Jashory
article en

Abstract

Technical specification and empirical validation of a deterministic multimodal Quality Control (QC) pipeline for generative AI video production (Google Flow / Veo) by HM Shihabuddin Jashory (Shihab). Details automated word-level Whisper timestamp alignment, cut-boundary audio clipping detection, 1-second contact sheet visual auditing, 0.5-second close-up lip-sync isolation verification, and non-destructive CapCut PC NLE draft synthesis.

Zenodo (CERN European Organization for Nuclear Research)
University of the People (US)
Openalex Percentile: Top 5%
Multimedia Communication and Technology
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