ABSTRACT
One shot, not weeks
Flawless TrueSyncFlawless TrueSyncASSISTIVE AI VISUAL DUBBING
At the other end, the one-shot tools today are fast and give up the rest: the translation cannot be edited, the music and the room drop out, the voice drifts, and the lips fail on a hand over the face, a microphone, blur, bokeh, a side view or several people in frame, with no spatial reasoning and no understanding of the world. Familiar is one shot and the quality: it takes the finished title and returns the dub, every language from one upload, with every decision recorded.
ONE SHOT · FAMILIAR
- The upload. Upload once; every language renders.
- Who is speaking. The model decides who on screen is saying it.
- The hard shots. Hands, microphones, fast motion, blur, several voices: the same shot.
WEEKS · ASSISTIVE VISUAL DUBBING
- The upload. A master plus a dubbed audio track per language, then weeks of VFX work.
- Who is speaking. Artists crop every face in every frame and decide by hand.
- The hard shots. Each one a fix by hand before the review.
Where the weeks go
An assistive visual-dubbing project, for each title and each language:
- 01
The master and a dubbed audio track, already recorded in the target language, go in.
- 02
The model syncs each on-screen performance to the new dialogue.
- 03
A team of VFX artists carries the rest: they crop every face in every frame, decide by hand who is speaking, and fix occlusions (hands, microphones, objects over the face), fast motion, out-of-focus blur and bokeh, and shots where several people talk.
- 04
The team reviews the result at 8K.
- 05
Delivery flows through Pixelogic or Deluxe.
Weeks per project, and every language is a new project.
Flawless describes visual dubbing as performance synced to new dialogue "under human editorial supervision", and the 8K review and the Pixelogic and Deluxe delivery are on its localization page. The one public timeline is Fall's: replacing more than 30 swear words "took two weeks".
One shot today means giving up the rest.
54.7%
FEWER TRANSLATION ERRORS · FAMILIAR VS ELEVENLABS DUBBING V2
270%
ELEVENLABS MORE BACKGROUND-SOUND ERROR · THE LAUGHTER, THE MUSIC, THE AMBIENCE
+27.8%
FAMILIAR CLOSER TO THE REAL SPEAKER
What each one does
FLAWLESS TRUESYNC
- The face: each on-screen performance synced to the new dialogue; no faces generated or replaced.
- The voice: from your dub, recorded by voice actors or any other source; TrueSync is audio-agnostic and does not generate, modify or synthesize audio.
- Built for the title: the filmmakers, the director's sign-off, a theatrical release.
FAMILIAR
- The face: matched to the new words: mouth, jaw, eyes, brow, cheeks, head; multiple people in the shot; hands and microphones in front of the face.
- The voice: the actor's own voice in the new language; measured 27.8% closer to the real speaker than ElevenLabs Dubbing v1.
- Built for the catalog, after the fact: platforms, distributors and networks with thousands of finished titles and no production team on call.
HOW A TITLE MOVES THROUGH EACH · FLAWLESS FACTS FROM ITS LOCALIZATION PAGE, SEPTEMBER 18, 2026
FLAWLESS · RESOLUTION
8K
Theatrical-ready
FAMILIAR · RESOLUTION
Up to 4K
Today
FLAWLESS · AUDIO
Your dub mix
The dub mix the production supplies
FAMILIAR · AUDIO
True 5.1 or stereo
A true 5.1 surround or stereo mix, rendered with the scene, 24-bit PCM
FLAWLESS · LANGUAGES
Any
Any language your dub was recorded in
FAMILIAR · LANGUAGES
30
Output languages; footage in any of 99 source languages
Where assistive visual dubbing wins
The theatrical release of one title, with the production in the room. Flawless's own milestone is the case: Watch the Skies, originally UFO Sweden, went from Swedish to English through TrueSync and became the first visually dubbed film released in theaters; its producer called it a game changer for the movie industry.
TrueSync preserves the original performance. It adjusts facial animation to match new dialogue – it doesn't generate, replace, or synthesize faces.
- 8K review and delivery. Familiar renders up to 4K today. For an IMAX or premium theatrical master, the assistive pass is the one that reaches the resolution.
- The director's standards as the QC bar. Every performance is reviewed by the people who made it.
- Your existing dub, kept. If a title already has a human dub the studio loves, TrueSync moves the faces to it without touching the audio.
Where the full thing wins
Everything that is not one flagship title. A platform holds thousands of titles and no director to call. An assistive pass needs three things per title per language that a platform rarely has: a recorded dub, a person to mark which face speaks each line, and a review pass shot by shot. The full thing works after the fact, on the finished title as it is: the back catalog, the acquired title, the series that shipped years ago.
Editing the translation means their old model.
+27.8%
FAMILIAR CLOSER TO THE REAL SPEAKER · ALL 11 LANGUAGES
261%
ELEVENLABS MORE BACKGROUND ERROR · THE MUSIC, THE AMBIENCE
+243.7%
FAMILIAR ON LAUGHTER AND REACTION SHAPE
The measured claims above come from paired, black-box studies published at the ElevenLabs benchmark and the human-translation benchmark.
Beyond the title
One is built for a title, with the filmmakers in the room; the other for a catalog.
Familiar dubs anything that puts a real person in front of an audience: series and micro-dramas, education, ads, corporate communication, broadcasts, creator channels, all into 30 languages from the finished file.
The engagement numbers, and whose they are
Flawless publishes three figures on its localization page, with its own comparators; they make the case for the whole category:
More streamed minutes than the audio-only dub of the same title (Vincent Must Die, French to English). Flawless's figure.
More unique streams per visually dubbed title. Flawless's figure.
Higher completion rates than standard dubs. Flawless's figure.
What to test on your own title
Run one scene through any visual-dubbing vendor and watch for:
- Two people talking in one shot. Does each face get its own new dialogue, and who had to mark which is which?
- A hand, a microphone or a glass across the mouth. Does the sync hold through the occlusion or drop out?
- A face in profile, or turning away mid-line. Does the mouth keep the new words from the side?
- A crowd scene with music under the dialogue. What happens to the crowd and the score in the delivered mix, and does it come back in 5.1 or stereo?
- The voice. Who records it, and does it sound like the actor in every language?
- What you must supply. Only the master, or the master plus a recorded dub per language?
- The human pass. How many shots need a person, and how long does a 90-minute title take per language?
- Resolution. What you deliver at: 8K on the assistive side, up to 4K on Familiar today.
QUESTIONS
Is Flawless TrueSync an AI dubbing tool?
It is assistive AI visual dubbing. By its own description it syncs the on-screen face to a dubbed audio track you supply and does not generate, modify or synthesize audio. The voice and the translation come from your dub.
What does Familiar do that TrueSync does not?
The translation, the actor's own voice and the scene audio, in the same render as the face, from the finished title, for every speaker in the shot. A platform can dub a catalog without commissioning a dub or assembling a production team per title.
Can assistive visual dubbing be applied to a back catalog?
It is a production step: the master plus a dub recorded per language, marked and reviewed with the production's team, so it is planned into a release. A finished title in a library, with only its final mix, goes through full AI dubbing as it is.
Does Familiar deliver 8K?
Up to 4K today, as ProRes masters on Studio deliveries or mp4 by API, with a true 5.1 surround or stereo mix. TrueSync reviews and delivers at 8K.
What does Familiar deliver per language?
The dubbed picture as a ProRes master (Studio deliveries) or mp4 (API), the full mix as a true 5.1 surround or stereo, the dialogue-only track for your own mix, srt and vtt subtitles from the reviewed transcript, cut to Netflix's Timed Text Style Guide conventions, and the translated title and description.
Which one fits a theatrical release?
Where a director signs every frame of one title and the master is 8K, assistive visual dubbing fits the room. Where the job is a catalog into 30 languages, the full thing fits.
Are the 23×, 9× and 260% figures Familiar's?
No. They are Flawless's published figures for visually dubbed titles against audio-only and standard dubs. Familiar's measurements are separate paired studies against ElevenLabs, YouTube auto-dubbing and human translators, published at /benchmark.
REFERENCES
- [1]Netflix, Timed Text Style Guide: Subtitle Templates, read October 30, 2026
- [2]Flawless, Localize Titles with Assistive AI Visual Dubbing (TrueSync), read September 18, 2026
- [3]Flawless, What is assistive AI?, read October 30, 2026
- [4]Voicebot.ai, Synthetic media AI transforms Fall movie rating from R to PG-13, August 10, 2022
- [5]Familiar vs ElevenLabs Dubbing: the two paired studies
- [6]Familiar vs human translators: 100.3% of the professional's quality
- [7]Assistive AI visual dubbing vs full AI dubbing, explained
- [8]AI lip sync: what it is, what it misses, what beats it
- [9]How much does dubbing cost in 2026?
Multimodal Translation
Familiar Labs builds generationally better dubbing with a Multimodal Localization Decision Model (MLDM), the first foundation model for multimodal translation: one model decides what to localize across text, audio and visual, and shows you the choices. Your voice and lips, carried into new languages. They're a team of 8 with PhDs, backed by Samsung, RedBird, Gold House. Our mission
