Vocapia VoxSigma
Vocapia Research VoxSigma — multilingual broadcast and call-centre transcription from LIMSI heritage.
Vocapia Research VoxSigma — multilingual broadcast and call-centre transcription from LIMSI heritage.
Best for multilingual broadcast monitoring with French, English, Arabic, and Mandarin among supported languages. Pricing: enterprise · contact sales.
What it is
Vocapia Research is a French speech-tech spin-out from LIMSI-CNRS that also ships software branded VoxSigma. Targets large broadcasters and intelligence agencies needing multilingual transcription with speaker labels and language identification. Deployed on-premise on Linux and licensed per language and per channel. Best fit when the buyer is multilingual broadcast monitoring with french, english, arabic, and mandarin among supported languages. The honest caveat: distinct from voiceinteraction's voxsigma despite the shared name; check vendor when sourcing. Procurement is via direct sales rather than a developer signup, so plan for a discovery call and a written proposal before the first transcript runs.
Watch out for: Distinct from VoiceInteraction's VoxSigma despite the shared name; check vendor when sourcing.
Install / use
vocapia.com — request evaluationFeatures
| Speaker diarization | Yes |
| Word-level timestamps | Yes |
| Streaming / real-time | No |
| Languages supported | None |
| HIPAA eligible | No |
Vocapia VoxSigma vs Whipscribe
| Feature | Vocapia VoxSigma | Whipscribe |
|---|---|---|
| Category | Products | Transcription APIs |
| Pricing | enterprise · contact sales | free beta |
| Speaker diarization | Yes | Yes |
| Word timestamps | Yes | Yes |
| Streaming | — | No |
| Languages | — | 99 |
| Platforms | On-premise, Linux | Web, API, MCP |
Alternatives to Vocapia VoxSigma
Whipscribe is a managed faster-whisper + whisperX service. If you want transcripts without running infrastructure, paste a URL or drop a file in the form below — you'll have a transcript in seconds.