INTELLIGENCE / 03
Another way to listen.
Another way to connect.
Bring speech recognition, machine translation and captions into the meeting workflow.
CONTEXT / 01
Start with the meeting.
Then plan the setup.
Multilingual captions
Discuss caption languages and display layouts.
Online participation
Align audio sources with streaming and remote workflows.
Human oversight
Keep human review where precision and specialist context matter.
HOW WE WORK / 02
A clear process.
At every step.
The final configuration and scope are confirmed against your actual requirements.
- 01
Requirements
Languages, scope, audio and data handling requirements.
- 02
Terminology
Prepare names, organisations and specialist vocabulary.
- 03
Trial & integration
Test recognition, translation and display with actual audio.
- 04
Live coordination
Monitor output and arrange human checks where needed.
REAL WORK / 03
Let the real work speak.
A place for actual equipment, people and delivery.
Verify audio and output before assessing AI suitability
Treat AI as one part of the conference signal chain
Venue audio is connected to recognition and translation before being output as captions. Planning must identify audio interfaces, caption languages, displays and acceptable delay. An audible source is not necessarily clear enough for recognition.
Terminology and practical testing matter more than a general accuracy figure
Use speech samples close to actual conditions to test names, organisations, abbreviations and technical terms. Observe the effects of accents, speaking speed and alternating speakers. No uniform accuracy is promised independently of meeting conditions.
Keep human review and a way to stop output
For supporting understanding or displaying captions, begin with a trial. Sensitive information, specialist judgements and carefully controlled public statements require clear human review responsibilities. Network, data handling and record retention requirements must be confirmed before the event.
From brief to delivery: a checklist
- Confirm whether captions are for the room, an online audience or reading assistance, and list languages, audio sources and target displays.
- Prepare terminology and materials, confirm the data handling scope, and run a trial using the actual audio source.
- Test recognition, translation, layout and display as one workflow, including obstructed content, switching and on-site readability.
- Agree responsibilities for human review, stopping incorrect captions and resuming output. Follow the agreed fallback if connectivity fails rather than continuing to show incorrect output.
Related project record
Forbes China UNDER 30 Ten-Year Summit
The Forbes summit record documents human interpretation and equipment delivery and illustrates on-site coordination for language services. It is a human interpretation reference, not evidence of an AI captioning project or its performance.
View project details →Frequently asked questions
Is turning on a microphone enough for reliable captions?
No. Check whether the audio reaching recognition is clear, contains ambient noise, and captures speaker changes completely.
Are AI and human interpretation interchangeable?
The name alone is not enough to decide. Assess subject complexity, risk, interaction and output format. Critical presentations and complex Q&A particularly need clear human review responsibilities.
Can every language and display combination be promised?
Confirm language support and display connections for the project, then test actual conditions. A service description does not mean every engine or platform combination has been verified.
What happens during a network failure or mistranslation?
Agree when to stop display, provide a human announcement and resume. Any backup connection or alternative must be specified and tested; do not assume automatic fallback is available on site.
Discuss the next step
Share the topic, languages, audio source, caption purpose and display arrangements so we can discuss trial and integration conditions before confirming delivery scope.
Discuss your conference with Cultrans · 400-810-0185 · kunchengguoji@foxmail.com
LET’S PLAN YOUR CONFERENCE
Your next conference
starts with a conversation.
City · Date · Attendance · Languages · Services
Call us · 400-810-0185 ↗kunchengguoji@foxmail.com