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CapMate®Caption & Subtitle Quality Control
and Creation System

Free Whitepaper for you!!

Free Whitepaper for you!!

Best of show NAB 2026

AWS Qualified Software
Quasar and CapMate are AWS Qualified Software

Overview

High-quality subtitle delivery requires far more than accurate transcription. Captions/Subtitles must comply with strict technical, linguistic, and platform-specific standards—covering reading speed, line length, avoiding burnt-in text overlap, timing accuracy, punctuation, speaker and regional guidelines.

Traditionally, these checks are performed manually, making caption and subtitle QC slow, inconsistent, and difficult to scale across large content volumes and multiple vendors.

CapMate, our cloud-native caption/subtitle quality control software, addresses this challenge by utilizing AI- powered automation.

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    CapMate evaluates subtitle files against many technical rules, automatically detecting issues such as timing and sync mismatches, burnt-in text overlaps, reading speed violations, incorrect segmentation, formatting errors, and platform non-compliance—significantly reducing manual QC effort and rework.

    Built on this strong QC foundation, CapMate also supports AI-based subtitle creation, with QC intelligence applied during generation to help prevent common compliance issues from appearing in the first place.

    Whether subtitles are created manually, generated using AI, or sourced from external vendors, CapMate ensures consistent, broadcast-ready quality—making automated QC, the backbone of every subtitling and captioning workflow.

    Overview

    High-quality subtitle delivery requires far more than accurate transcription. Captions/Subtitles must comply with strict technical, linguistic, and platform-specific standards—covering reading speed, line length, avoiding burnt-in text overlap, timing accuracy, punctuation, speaker and regional guidelines.

    Traditionally, these checks are performed manually, making caption and subtitle QC slow, inconsistent, and difficult to scale across large content volumes and multiple vendors.

    CapMate, our cloud-native caption/subtitle quality control software addresses this challenge by utilizing AI- powered automation.

    CapMate evaluates subtitle files against many technical rules, automatically detecting issues such as timing and sync mismatches, burnt-in text overlaps, reading speed violations, incorrect segmentation, formatting errors, and platform non-compliance—significantly reducing manual QC effort and rework.

    Built on this strong QC foundation, CapMate also supports AI-based subtitle creation, with QC intelligence applied during generation to help prevent common compliance issues from appearing in the first place.

    Whether subtitles are created manually, generated using AI, or sourced from external vendors, CapMate ensures consistent, broadcast-ready quality—making automated QC, the backbone of every subtitling and captioning workflow.

    Key QC & Correction capabilities

    CapMate delivers industry-leading automated subtitle QC, identifying, correcting, and preventing errors that commonly cause delivery rejections, rework, and inconsistent viewer experience.

    Compliance

    Compliance

    CapMate’s comprehensive QC engine ensures subtitles comply with industry formats such as SCC, IMSC, TTML, STL, and SRT. It detects and corrects structural issues including invalid timecodes, unsupported characters, and formatting errors, while validating platform-specific requirements for Netflix, Prime Video, Disney+, ViacomCBS, and more.

    Caption-Audio Sync

    Caption-Audio Sync

    CapMate automatically detects and corrects subtitle–audio synchronization issues, supporting both homogeneous and industry-first heterogeneous sync across languages. Built-in review and editing tools, along with precise manual adjustment controls, provide complete flexibility for fine-tuning subtitle timing.

    Burnt-in-text overlap

    Missing Subtitles & Forced Narratives

    CapMate automatically identifies missing subtitle segments and enables quick insertion and correction. It also detects foreign-language dialogue, suggests translations into the subtitle language, and supports creation of accurate forced narrative subtitles for compliant content delivery.

    Timing Issues

    Burnt-in-text overlap & extraction

    CapMate automatically detects overlaps between subtitles and burnt-in on-screen text, enabling corrective adjustments for clear readability. Subtitles can be repositioned automatically to avoid visual conflicts. CapMate also supports extraction of subtitles from videos containing burnt-in captions.

    Profanity

    Profanity, Spelling & Grammar

    CapMate detects profanity and abusive language in subtitles, enabling configurable replacements. It also performs English spelling, grammar, and punctuation validation, allowing reviewers to easily accept or reject suggestions before exporting clean, delivery-ready subtitle files.

    Quality Score

    CapMate generates quality scores for both original and auto-corrected subtitles, along with confidence scores for subtitle–audio sync corrections. These insights help teams quickly prioritize content requiring manual review, improving efficiency across large subtitle volumes.

    Review

    Review & Editing

    CapMate provides a powerful browser-based review and editing environment with synchronized audio and video preview. Users can edit subtitle text, timing, and styling, while visual timelines display waveforms, speech events, silence segments, missing subtitles, foreign- language sections, and audio cues.

    Collaboration

    CapMate enables seamless project sharing for collaborative subtitle review and editing. Teams can work together in real time, share faults with suppliers, and provide clients controlled access for review and approvals—streamlining communication and accelerating delivery cycles.

    Compliance

    Compliance

    CapMate’s comprehensive QC engine ensures subtitles comply with industry formats such as SCC, IMSC, TTML, STL, and SRT. It detects and corrects structural issues including invalid timecodes, unsupported characters, and formatting errors, while validating platform-specific requirements for Netflix, Prime Video, Disney+, ViacomCBS, and more.

    Caption-Audio Sync

    Caption-Audio Sync

    CapMate automatically detects and corrects subtitle–audio synchronization issues, supporting both homogeneous and industry-first heterogeneous sync across languages. Built-in review and editing tools, along with precise manual adjustment controls, provide complete flexibility for fine-tuning subtitle timing.

    Burnt-in-text overlap

    Missing Subtitles & Forced Narratives

    CapMate automatically identifies missing subtitle segments and enables quick insertion and correction. It also detects foreign-language dialogue, suggests translations into the subtitle language, and supports creation of accurate forced narrative subtitles for compliant content delivery.

    Timing Issues

    Burnt-in-text overlap & extraction

    CapMate automatically detects overlaps between subtitles and burnt-in on-screen text, enabling corrective adjustments for clear readability. Subtitles can be repositioned automatically to avoid visual conflicts. CapMate also supports extraction of subtitles from videos containing burnt-in captions.

    Profanity

    Profanity, Spelling & Grammar

    CapMate detects profanity and abusive language in subtitles, enabling configurable replacements. It also performs English spelling, grammar, and punctuation validation, allowing reviewers to easily accept or reject suggestions before exporting clean, delivery-ready subtitle files.

    Quality Score

    CapMate generates quality scores for both original and auto-corrected subtitles, along with confidence scores for subtitle–audio sync corrections. These insights help teams quickly prioritize content requiring manual review, improving efficiency across large subtitle volumes.

    Review

    Review & Editing

    CapMate provides a powerful browser-based review and editing environment with synchronized audio and video preview. Users can edit subtitle text, timing, and styling, while visual timelines display waveforms, speech events, silence segments, missing subtitles, foreign- language sections, and audio cues.

    Collaboration

    CapMate enables seamless project sharing for collaborative subtitle review and editing. Teams can work together in real time, share faults with suppliers, and provide clients controlled access for review and approvals—streamlining communication and accelerating delivery cycles.

    Key Subtitle Creation & Automation capabilities

    In addition to automated QC, CapMate offers integrated subtitle creation tools that accelerate turnaround while maintaining quality, consistency, and delivery compliance.

    AI-Based Caption/Subtitle Generation

    CapMate enables AI-based subtitle generation tightly integrated with its automated QC intelligence. Subtitles are created with built-in validation for timing, segmentation, reading speed, and formatting—helping prevent common compliance issues and reducing downstream QC effort and rework.

    Audio Cues on Timeline

    CapMate displays key audio events directly on the timeline, enabling users to easily verify and refine generated subtitles. These visual cues support accurate timing, improved segmentation, and informed editing—enhancing subtitle clarity, usability, and delivery readiness.

    AI-Based Translation

    CapMate enables creation of multilingual subtitles using an integrated AI-based translation engine. Verified primary subtitles can be translated into additional languages, with intelligent alignment to original timing and segmentation—ensuring consistency, readability, and faster global content delivery.

    AI-Based Caption/Subtitle Generation

    CapMate enables AI-based subtitle generation tightly integrated with its automated QC intelligence. Subtitles are created with built-in validation for timing, segmentation, reading speed, and formatting—helping prevent common compliance issues and reducing downstream QC effort and rework.

    Audio Cues on Timeline

    CapMate displays key audio events directly on the timeline, enabling users to easily verify and refine generated subtitles. These visual cues support accurate timing, improved segmentation, and informed editing—enhancing subtitle clarity, usability, and delivery readiness.

    AI-Based Translation

    CapMate enables creation of multilingual subtitles using an integrated AI-based translation engine. Verified primary subtitles can be translated into additional languages, with intelligent alignment to original timing and segmentation—ensuring consistency, readability, and faster global content delivery.

    Unified Subtitle QC & Creation Workflow

    Whether subtitles are ingested from existing files or generated directly within CapMate, everything moves through one unified workflow. Automated QC and correction handle the heavy lifting, flagging and fixing sync, timing, burnt-in overlap, and compliance issues. Anything that needs a closer look can be reviewed and refined in CapMate’s built-in editor, with synchronized audio/video preview and a visual timeline for precise adjustments. Teams collaborate in real time throughout, sharing files with suppliers and routing content to clients for approval, so subtitles move from first draft to delivery-ready without ever leaving CapMate.

    Why Subtitle QC Matters – Watch these Short Videos

    Technical specifications

    Formats

    Input Formats

    • SRT, SCC, IMSC, TTML, DFXP, SMPTE-TT, EBU-STL, WebVTT, iTT, PAC, MXF

    Export Formats

    • All supported input formats
    • Export available in the same format as input
    • Cross-format export supported for selected format combinations
    Subtitle Generation
    • AI-based subtitle generation directly from media
    • Integrated QC validation during subtitle creation
    • Support for generation-ready formats with immediate review and correction
    • Optional AI-based translation for creating multilingual subtitles from verified primary subtitles
    Analysis & Quality Control
    • Text Analysis: Number of lines, Line length, Caption positioning, Profanity detection, Spelling and punctuation checks, Missing translations
    • Timing Analysis: CPS, CPL, WPM, Minimum and maximum duration, Frame gap analysis
    • Text–Video Analysis: Detection of subtitle overlap with burnt-in on-screen text
    • Text–Audio Analysis: Subtitle–audio synchronization, Missing subtitles, Forced Narrative subtitles, Audio/subtitle text mismatch
    • Language Support: 50+ supported languages
    Compliance Validation
    • Format-level validation for SRT, IMSC, TTML, DFXP, SCC, SMPTE-TT, EBU-STL, WebVTT, iTT
    • Platform-oriented structural and timing compliance checks
    Burnt-in Text Detection, Spotting & Extraction
    • Automatic detection of video segments containing burnt-in text
    • Frame-level identification and navigation of overlap regions
    • Extraction of burnt-in subtitles as text
    Review & Editing

    Editing Capabilities

    • Subtitle text editing
    • Subtitle timing adjustments (sync, CPS, duration, caption gaps)
    • Caption positioning and alignment
    • Text find and replace
    • Automatic subtitle–audio sync correction
    • Case conversion (uppercase to mixed case)

    Review Capabilities

    • Proxy generation for review workflows
    • Project sharing for review
    • Navigation and spotting of frames with burnt-in text and foreign language segments
    • Filter-based error navigation for focused correction and review

    Our customers

    Venera serves some of the finest companies of the world in helping improve their content QC operations. Here’s a snapshot of the brands who trust us.

    Venera client cinidigm
    Venera Client Disney
    Venera Client Emilel
    Venera client Extreme reach
    Venera Client HBO
    Venera Client Hearst
    Venera NBC Universal
    Venera Client NEC
    Venera Client Sony
    Venera Client Toei
    Venera Client tokia
    Venera Client TSP media

    FAQ’s

    What is the difference between Subtitle QC and Caption QC?

    Subtitles focus on spoken dialogue (same or translated language) and assume the viewer can hear audio.

    Captions include dialogue plus audio cues (speaker, sounds, music) and are designed for deaf or hard-of-hearing viewers. 

    What types of QC issues does CapMate detect?

    CapMate detects sync errors, burnt-in text overlaps, missing subtitles and forced narratives, reading speed and line length violations, punctuation errors, conformance violations, etc.

    Does CapMate help in spotting QC issues quickly?

    Yes, CapMate automatically pinpoints the exact location and type of issues, allowing users to jump directly to problem areas instead of manually reviewing entire files.

    Does CapMate provide automatic correction for subtitle QC issues?

    Yes, CapMate® can automatically correct a range of issues, it supports auto-correction for errors related to sync, duration (Min and Max), burnt-in overlaps, caption positioning, punctuation etc.

    Does CapMate detect and correct subtitle–audio sync issues?

    Yes, CapMate detects and corrects random-sync offset, segment-wise sync offset, and drift sync errors.

    Can CapMate handle sync correction when subtitle and media languages differ?

    Yes, CapMate supports heterogeneous sync correction where subtitle language differs from spoken audio, ideal for dubbed and multilingual content.

    Can CapMate detect and correct burnt-in text overlaps?

    Yes, CapMate detects overlaps across the entire frame and auto-corrects overlaps by changing position of subtitles.

    Can CapMate extract burnt-in subtitles from video?

    Yes, CapMate detects burnt-in subtitles and reports start time, end time, duration, and language, with export available as a CSV file.

    Does CapMate detect punctuation violations?

    Yes, CapMate performs punctuation QC and provides auto-suggestions for supported punctuations.

    Can CapMate detect Redundant Subtitles?

    Yes, it detects cases where subtitle text closely matches burnt-in subtitles in the video and flags redundant subtitles to prevent double-subtitling.

    Does CapMate detect missing subtitles and forced narratives?

    Yes, CapMate detects missing subtitle segments and forced narrative audio events.

    Can subtitles be reviewed and edited in CapMate for timing, text, or position-related issues?

    Yes. CapMate provides a built-in Editor/Review tool that allows users to review and edit subtitle timing, text, and on-screen position using an interactive timeline for precise and efficient corrections.

    Does CapMate support AI-based subtitle generation?

    Yes. CapMate generates subtitles from MP3, WAV, MOV, or MP4 files, automatically synced with audio and delivered as QC-validated, auto-corrected files.

    How does CapMate ensure quality for generated subtitles?

    Generated subtitles automatically undergo QC for readability, speed, line length, burnt-in overlaps, and conformance before delivery.

    What is Caption Quality Score (CQS)?

    CQS is a weighted score based on QC violations that reflects the overall quality of original and auto-corrected subtitle files.

    What subtitle formats are supported by CapMate?

    CapMate supports SCC, TTML, SRT, DFXP, SMPTE-TT, IMSC, EBU-STL, WebVTT, iTT, and PAC formats.

    What media formats are supported in CapMate?

    Supported formats include MP4 (H.264/AAC), audio-only MP4, WAV, MP3, and MOV.

    Do I need to install CapMate to use it?

    No. CapMate is a cloud-based SaaS platform accessible via a web browser or REST APIs.

    Is CapMate available for trial?

    Yes. CapMate is available for trial so users can evaluate its subtitle and caption QC capabilities before subscribing.

    Blog articles

    Our experts and thought leaders share their knowledge of technologies pertaining to QC solutions for digital media industry in these scholarly articles.

    Burned-In Text Detection and Overlap Correction: Simplifying Subtitle QC with CapMate
    2025

    Burned-In Text Detection and Overlap Correction: Simplifying Subtitle QC with CapMate

    In an age where digital screens dominate everything from smartphones to 4K TVs, some might wonder if traditional production standards...
    Read More
    AI-Powered Lip-Sync Detection for Broadcast and OTT workflows
    2025

    AI-Powered Lip-Sync Detection for Broadcast and OTT workflows

    In an age where digital screens dominate everything from smartphones to 4K TVs, some might wonder if traditional production standards...
    Read More
    Is Automated QC enough? What about review & collaboration?
    2025

    Is Automated QC enough? What about review & collaboration?

    For many years, Venera Technologies has been a leading provider of Automated Quality Control (AQC) solutions for professional media workflows.
    Read More
    What Is Title Safe and Why It Still Matters in Modern Video Production
    2025

    What Is Title Safe and Why It Still Matters in Modern Video Production

    In an age where digital screens dominate everything from smartphones to 4K TVs, some might wonder if traditional production standards...
    Read More
    Heterogeneous Caption/Audio Sync Correction – A Novel Approach in CapMate®
    2025

    Heterogeneous Caption/Audio Sync Correction – A Novel Approach in CapMate®

    Heterogeneous sync issues, once a daunting challenge for operators, are now addressed effectively by CapMate’s innovative approach.
    Read More

    What is Cadence and why its validation is important?

    Feb 14, 2024

    Understanding video cadence (or pull-down) in the broadcast industry can be challenging. In this blog article, we will explain what Cadence (or Pull-down) is along with its practical application, and different pull-down patterns.

    Frame Shifting or Blanking Shift Issue Unveiled

    Dec 13, 2023

    What is frame shifting, it's impact on video quality, and how to overcome the challenge effectively with automated QC tools?

    qc-dolby-atmos

    Understanding Dolby Atmos and its QC challenges

    Aug 10, 2023

    Dolby Atmos is a revolutionary leap in surround sound technology that takes the audio experience to a whole new level. Learn more about it.

    Caption-Audio Synchronization issues due to editing: Automated QC and alignment 

    Nov 1, 2023

    By leveraging automated QC tools, content creators can ensure precise caption-audio synchronization, and save  time and resources while delivering high-quality, synchronized captions for their videos.

    Importance of QC in Audio Phase issues

    Aug 29, 2023

    Audio phase plays a pivotal role in sound reproduction. Understand the causes of audio phase issues and their QC solution.

    What is Cadence and why its validation is important?

    Feb 14, 2024

    Understanding video cadence (or pull-down) in the broadcast industry can be challenging. In this blog article, we will explain what Cadence (or Pull-down) is along with its practical application, and different pull-down patterns.

    Frame shifting or Blanking shift issue unveiled

    Dec 13, 2023

    What is frame shifting, it's impact on video quality, and how to overcome the challenge effectively with automated QC tools?

    Caption-Audio Synchronization issues due to editing: Automated QC & alignment

      Nov 1, 2023

    Learn why caption-audio synchronization is important and how to deliver high-quality synchronized captions in your video using automated QC tools

    Importance of QC of Audio Phase Issues

    Aug 29, 2023

    Audio phase is a complex and intricate phenomenon that plays a pivotal role in sound reproduction. Understand the causes of audio phase issues and its solution

    Understanding Dolby Atmos and its QC challenges

    Aug 10, 2023

    Learn about the revolutionary technology of Dolby Atmos that takes your sound experience to a new level.

    Subtitle QC

    CapMate 101 – Caption/Subtitle Files Verification and Correction Solution

    Aug 4, 2022

    Many of our customers had been telling us that the process of validating and correcting closed caption files is tedious, time consuming and costly! And that they needed an innovative QC solution...

    Group of Pictures

    Understanding GOP – What is “Group Of Pictures” and Why is it Important

    May 4, 2022

    GOP or “Group of Pictures” is a term that refers to the video structure representing how digital video is grouped. But before we get into understanding GOP, let’s start with the basics...

    Dialog Gated Loudness

    Dialog-gated Audio loudness and why it is important

    Apr 13, 2022

    Learn what is dialog gated loudness, it’s importance in video content, and how our QC products can help you detect it in an automated manner...

    Our solutions

    Quasar

    Native Cloud File QC

    Cloud Native file QC service that allows Automated QC of media content to detect a wide range of Audio, Video issues. Includes support for…

    QCtudio

    QC report review and collaboration

    Cloud-based QC report review and collaboration, designed as a companion to Quasar.

    Pulsar

    Automated File based QC

    On-premise File based QC system for Automated QC system of audio-visual assets. It allows QC of media content to detect a wide range…

    Pulsar PPU

    Usage based File QC

    Usage-based on-premise QC system. This allows users to make use of rich Pulsar QC capabilities while paying on usage basis. Pulsar PPU is ideal for small organizations…

    QCaaS

    QC as a service

    Designed for organizations who want us to perform QC on their content using Pulsar/Quasar/CapMate file QC systems. This allows organizations…

    Other solutions

    Quasar

    Native Cloud File QC

    Cloud Native file QC service that allows Automated QC of media content to detect a wide range of Audio, Video issues. Includes support for…

    Pulsar

    Automated File based QC

    On-premise File based QC system for Automated QC system of audio-visual assets. It allows QC of media content to detect a wide range…

    Pulsar PPU

    Usage based File QC

    Usage-based on-premise QC system. This allows users to make use of rich Pulsar QC capabilities while paying on usage basis. Pulsar PPU is ideal for small organizations…

    QCaaS

    QC as a Service

    Designed for organizations who want us to perform QC on their content using Pulsar/Quasar/CapMate file QC systems. This allows organizations…

    Other solutions

    Quasar

    Native Cloud File QC

    Cloud Native file QC service that allows Automated QC of media content to detect a wide range of Audio, Video issues. Includes support for…

    Pulsar

    Automated File based QC

    On-premise File based QC system for Automated QC system of audio-visual assets. It allows QC of media content to detect a wide range…

    Pulsar PPU

    Usage based File QC

    Usage-based on-premise QC system. This allows users to make use of rich Pulsar QC capabilities while paying on usage basis. Pulsar PPU is ideal for small organizations…

    QCaaS

    QC as a Service

    Designed for organizations who want us to perform QC on their content using Pulsar/Quasar/CapMate file QC systems. This allows organizations…

    QCtudio

    QC report review and collaboration
    Cloud-based QC report review and collaboration, designed as a companion to Quasar®.

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