How AI Real-Time Translation Works
Speak and Listen in Your Language
InterMind is a multi-user video conferencing platform with instant bidirectional translation. Each participant can speak and hear others in their native language, creating the effect of natural communication without language barriers.
How it works:
1. Speech Recognition (Speech-to-Text)
- Streaming recognition using transformer models
- Processing noise and background sounds
- Support for technical terminology and jargon
- Recognition accuracy: 95-98% for major languages
2. Text Postprocessing (Text Cleanup & Semantic Analysis)
- Speech junk removal: elimination of "uh", "um", repetitions, stuttering
- Recognition error correction: context-based correction
- Punctuation and structuring: automatic punctuation placement
- Key meaning extraction: identification of main and secondary thoughts
- Utterance segmentation: breaking into logical blocks for accurate translation
- Contextual analysis: linking with previous remarks and overall topic
3. Neural Translation
- Context-dependent translation with meaning preservation
- Understanding of idioms, metaphors, and cultural references
- Speech style adaptation (formal/informal)
- Preserving emotional coloring of utterances
4. Speech Synthesis (Text-to-Speech)
- Natural intonation and speech rhythm
- Preserving pauses and accents of the original
- Male/female voice selection
- Speed and tone adjustment
All this happens with latency under 3 seconds — matching the speed of professional simultaneous interpreters[1] [2].
Practical Advantages
Speech Processing Quality:
- Noise filtering: automatic removal of coughing, laughter, background conversations
- Smart punctuation: recognition of intonational pauses and logical emphasis
- Error correction: fixing typos and recognition inaccuracies on the fly
- Semantic compression: preserving meaning while removing redundancy
For Business:
- Global teams: eliminating language barriers in international teams
- Client meetings: direct communication with clients without interpreter services
- Training and presentations: simultaneous content delivery in multiple languages
- Cost savings: reducing interpreter costs by up to 80%
For Users:
- Naturalness: speak as usual, think in your native language
- Privacy: no third parties (interpreters)
- Accessibility: 24/7 without advance planning
- Scalability: from 2 to 1000+ participants
Better than Human — and Improving Every Day
Technology Stack:
- LLM providers: GPT-4, Claude, Gemini (regional selection)
- Regionality: compliance with local privacy requirements (GDPR, CCPA)
- Continuous learning: analysis of 10,000+ hours of multilingual meetings monthly
- Specialization: models for specific industries (medicine, law, finance, IT)
Translation Quality:
- Accuracy: 94-97% correctness for business conversations
- Context: understanding context throughout the entire meeting
- Terminology: adaptive dictionaries for each industry
- Feedback: user quality rating system
Technical Architecture
All audio/video routing is handled through our proprietary Mind API, developed in-house to ensure:
- Performance: processing 1000+ parallel streams
- Data sovereignty: storage in selected region
- Fault tolerance: 99.9% uptime with automatic failover
- Scalability: horizontal scaling under load
Integration and Compatibility:
- Web: works in any modern browser
- Desktop: simple PWA installation for Windows/Mac/Linux
- Mobile applications: simple PWA installation for iOS/Android
- API: integration into existing platforms (coming soon)
- Popular services: Zoom, Teams, Google Meet (via plugins) (coming soon)