AI Language Interpretation Software Development

Custom AI simultaneous interpretation software — Whisper Large-v3 + Deepgram Nova-3 for ASR, SeamlessM4T + NLLB + DeepL for MT, ElevenLabs Turbo + Cartesia Sonic for voice-over. Sub-3s end-to-end on conferences, sub-1s for chat. Same team that built TransLinguist (75+ languages, 30,000+ interpreters, NHS NOE CPC framework, $4.2M ARR) and Rafiky (30,000+ events, 6,000+ interpreters, 200+ languages, ISO 27001). 625+ real-time products since 2005, SOC 2 Type II / HIPAA / GDPR.

AI Simultaneous Interpretation, Explained — ASR + MT + TTS in <3s

We build custom AI simultaneous interpretation systems on a chained pipeline: ASR (Whisper Large-v3 / Deepgram Nova-3 ~150ms first partial) → MT (SeamlessM4T, Meta NLLB, DeepL, Google Translate) → TTS (ElevenLabs Turbo ~250ms first audio, Cartesia Sonic ~90ms). Total end-to-end under 3s for conferences, under 1s for live chat. Domain fine-tuning for legal / medical / finance jargon, 75+ languages, integration with WebRTC SFUs (mediasoup / LiveKit / Janus / Pion), Zoom / Teams / Meet, KUDO and Interprefy stacks. No matter the size or complexity of your project, we'll take it on and get it done — no excuses, no generic limitations.

Translinguist logo showing a laptop with a video-conferencing interface and an active interpreter video call
project example

TransLinguist

TransLinguist is a video-conferencing SaaS for global interpretation services, awarded a place on the NHS NOE CPC interpretation framework. Supporting 75+ languages with 30,000+ registered interpreters, it ships real-time ASR (Whisper Large-v3 + Deepgram Nova-3 streaming), MT (SeamlessM4T + NLLB), neural TTS voice-over (ElevenLabs Turbo + Cartesia Sonic), AI subtitles, speaker-slowdown indicators, and sign-language integration. Speech-to-speech translation in 16 languages; live captions in 22. Estimated $4.2M ARR, 2× client ROI in two years.

We Handle Every Kind of AI Language Interpretation

Custom AI interpretation for every case — conferences (KUDO / Interprefy / Zoom), telemedicine (NHS-grade), live events, broadcast captions, customer support. Whisper / Deepgram + SeamlessM4T / NLLB + ElevenLabs / Cartesia. Secure, scalable, ISO 27001 / GDPR / HIPAA.

Fora Soft case study: real-time trucking logistics control room

From Scratch Development

Have an interpretation idea? We turn it into a working pipeline — Whisper / Deepgram for ASR, SeamlessM4T / NLLB / DeepL for MT, ElevenLabs / Cartesia for TTS, plugged into your WebRTC stack.

Fora Soft case study: HR tech platform with live video interviews

Upgrades & Improvements

Existing interpretation slow or inaccurate? We swap engines (e.g. Google MT → SeamlessM4T direct), add streaming, fine-tune on your glossary, drop end-to-end latency from 6s to under 3s.

Fora Soft case study: AI robotics and automation dashboard

Takeovers & Fixes

Inherited a stalled interpretation product? We step in, fix the streaming gateway, retrain on real audio, swap to Whisper Large-v3 + Deepgram Nova-3, and bring it back to production.

Flexible Pricing for Every Stage

Get Instant Estimate 🚀
* Optional add-ons: accent and dialect tuning, custom terminology dictionaries (legal / medical / finance), SeamlessM4T direct speech-to-speech for sub-2s latency, real-time captions, multi-channel audio routing, KUDO / Interprefy / Zoom interop, meeting recordings with translated transcripts, voice-clone interpreters via ElevenLabs PVC, analytics dashboards, RBAC, ISO 27001 / SOC 2 / HIPAA / GDPR, on-prem deployment.

Have an idea
or need advice?

Contact us, and we'll discuss your project, offer ideas and provide advice. It’s free.

Why Hire Fora Soft for AI Simultaneous Interpretation Development

20 Years in Real-Time Voice & Translation

TransLinguist (75+ languages, 30,000+ interpreters, NHS NOE CPC framework, $4.2M ARR) and Rafiky (30,000+ events, 200+ languages, ISO 27001) in production. 625+ real-time products since 2005, sub-3s ASR→MT→TTS pipelines on Whisper / Deepgram / SeamlessM4T / ElevenLabs / Cartesia in production.

Interpretation Specialists Under One Roof

Senior speech engineers, ML researchers (ASR / MT / TTS fine-tuning), QA, UI/UX, and DevOps for GPU pipelines — all in-house, EU/UK timezone. We think like product owners, not just coders.

Production Reliability & Compliance

625+ shipped products, 100% Upwork Job Success, 400+ honest reviews, sub-3s end-to-end interpretation, ISO 27001 / SOC 2 Type II / HIPAA / GDPR / FERPA frameworks deployed in production.

AI simultaneous interpretation questions, answered fast.

AI Simultaneous Interpretation FAQ

Real talk on Whisper, SeamlessM4T, ElevenLabs, latency budgets, NHS / ISO 27001 deployments — from the team that ships it.

What is AI simultaneous interpretation software?

Software that translates spoken language in real time during meetings, calls, or events. Our pipeline: ASR (Whisper Large-v3 / Deepgram Nova-3) → MT (SeamlessM4T / NLLB / DeepL) → TTS (ElevenLabs Turbo / Cartesia Sonic). End-to-end under 3s for conferences, under 1s for live chat captions — instead of stock SaaS or human-only interpretation.

How accurate is real-time AI interpretation?

Production benchmarks: BLEU 35–45 on SeamlessM4T direct S2S in 16 languages; chained Whisper Large-v3 + NLLB + ElevenLabs hits BLEU 40+ for business / education / medical use cases. Domain fine-tuning (legal, medical, finance) lifts BLEU another 5–10 points. TransLinguist (NHS NOE CPC) ships in production today.

Can this replace human interpreters?

For most meetings and customer-facing communication — yes. For high-stakes legal, diplomatic, or NHS clinical cases, AI runs alongside humans as a support layer (live captions + machine-assist), or backs up the human interpreter. TransLinguist combines both: 30,000+ human interpreters with AI captions / TTS overlay.

Does it work with video conferencing tools?

Yes — native WebRTC integration with mediasoup, LiveKit, Janus, Pion SFUs; bridges into Zoom, Microsoft Teams, Google Meet via Recall.ai or RTMP; KUDO / Interprefy interop; custom Twilio Voice / SIP / FreeSWITCH for telephony.

Is the data secure?

Yes. ISO 27001 (Rafiky), SOC 2 Type II / HIPAA / GDPR / FERPA frameworks deployed in production. Self-hosted faster-whisper / NeMo / NLLB on your infra (AWS / GCP / Azure / on-prem / air-gapped), TLS in transit + AES-256 at rest, PII redaction, audit logs, RBAC.

Can the AI learn our company terminology?

Yes. We fine-tune SeamlessM4T or NLLB on your real corpora (transcripts, glossaries, style guides), ship custom terminology dictionaries through DeepL Pro Glossary, plug in Translation Memory (XTM / SDL), and bias outputs against your house style — typically 5–10 BLEU lift over generic engines.

Describe your project and we will get in touch
Enter your message
Enter your email
Enter your name

By submitting data in this form, you agree with the Personal Data Processing Policy.

Your message has been sent successfully
We will contact you soon
Message not sent. Please try again.