Context-aware live translation

Translation that has the full context.

Generic translation is context-blind. Subsume learns your terminology, your speakers, and your house style—then delivers context-informed translation, live, in 100+ languages on any device.

Live session
VIEWER
English source

Today we will review the mitochondrial DNA findings with Dr. Rivera before the clinical trial begins.

Spanish translationContext applied

Hoy revisaremos los hallazgos del ADN mitocondrial con la Dra. Rivera antes de que comience el ensayo clínico.

ENESFRDE
Share link or QR
subsume.io/view/j99q0WQKuJ
Output format
Captions + Translation

Terminology, speaker conventions, and session context applied live.

What it is

Subsume is a context-aware translation engine for live speech. It learns your terminology, speakers, and style and applies them to the live translation path—so multilingual audiences get output shaped for your event instead of a stateless pass. Real-time captions and optional AI dubbing come built in.

What it solves

  • Accessibility for hard-of-hearing audiences
  • Language barriers for multilingual attendees
  • Readable, polished captions for live settings
  • No-install viewer links for phones and projectors

Who it's for

Designed for event organizers, educators, creators, houses of worship, and teams that want reliable live captions and translations for in-person or remote audiences.

The engine

Context, layer by layer.

Generic machine translation is stateless—it forgets everything between sentences. Subsume applies five context signals at defined points in the workflow, with recurring-session lessons carried forward where the product supports them.

01

Glossary

Your terminology, carried forward. Names, acronyms, and domain terms can stay consistent, and learned terms merge back into a recurring template after a session.

02

Speaker

Per-speaker profiles. Timing and cadence adapt to how each person actually talks, so translations land in natural, complete lines.

03

Style

A live style brief. Formality, tone, and house conventions—honorifics, capitalization, phrasing—are captured and applied across every language.

04

Domain

Domain priming. Flag a session as medical or faith-based content and the engine adapts—medical-tuned speech recognition, theological terminology—so terms of art survive, not just words.

05

Coaching

A feedback loop. A quality monitor critiques translations and synthesizes useful lessons back into the template for the next recurring session.

In the product

What context-aware actually means.

Context is not a label added after translation. You can see where it enters the workflow, when it is applied, and what carries into the next recurring event.

01Before the session

Tune the event

Choose the source and audience languages, describe the topic, then run Tune to generate a language-specific refinement guide.

02During setup

Attach speaker context

Pick one speaker profile to apply key terms, repeat corrections, and learned cadence at the source before translation.

03While you speak

Apply context live

The live path combines the guide, glossary, speaker context, recent captions, and style signals for each audience language.

04After a recurring event

Carry useful lessons forward

Learned terms and synthesized coaching can merge back into the template; a separate digest can produce a polished record.

Human control still matters

Hosts choose the topic, guide, profile, audience languages, and output mode. AI translation remains probabilistic; use qualified human review when a clinical decision, legal obligation, or other high-stakes outcome depends on exact wording.

Features

Everything a live session needs.

Built as a modern web app so you can start a session quickly, share a link, and deliver captions anywhere.

View pricing

Prepare

Teach Subsume the people, language, and context before airtime.

Dynamic glossaries & keyterm priming

How learning carries forward

Speaker profiles

Set up a profile

Recurring templates

Create a recurring setup

Teams & organizations

Go live

Capture, translate, speak, and share one reliable live stream.

Context-aware live translation

See supported languages

Regional language variants

Learn more

AI audio dubbing

See audio options

Real-time transcription

Shareable links & QR codes

Improve

Turn each session into better context and a useful final record.

Self-improving translation

See the feedback loop

Post-session digests

Learn more

AI caption cleanup

How it works

Three steps to live translation.

Set the context, translate while you speak, and share one no-install audience experience.

New session
Source
English
Translate
SpanishKoreanFrench+ Add
01

Create a session

Pick source and audience languages, describe the topic, then Tune the per-language guides before you go live.

LIVE
02:34
ENESKO
02

Translate while you speak

Speak naturally. Captions and translations update in real time with your selected context applied.

Live
ESENKO
03

Share with your audience

Viewers open a link or QR code on any device, choose their language, and read or listen when dubbed audio is enabled.

Demo

See it in action.

Watch one host stream live speech into several audience languages. Press play when you are ready; the external video is not loaded before then.

Use cases

Built for real-world use.

Subsume is designed to work across devices and audiences—whether you're presenting on stage or joining from a phone.

Live events

Conferences, worship services, talks, and meetups—make every word accessible in the room.

Education

Lectures and workshops with clearer notes, multilingual support, and better accessibility.

Teams & meetings

Hybrid meetings with share links for attendees and captions that keep everyone aligned.

Ready to try it?

Start with 60 free credits and test a translated audience view on a real device.