Upload audio or video, get accurate transcripts with speaker diarization, timestamps, and editable segments. Backend uses Groq Whisper (free tier covers ecosystem volume); self-hosted Silero stack planned for high-volume customers.
- Status
- Live commercial platform
- Autonomy (AAL)
- L2 → L4
- Engine
- Whisper-large-v3 via Groq
- Site
- transcribator.com
01
Who said what
Speaker diarization with a timeline export, and segments you can edit.
02
Any common format
Input in mp3, wav, mp4 or webm.
03
Queue with retries
A BullMQ job queue with retry classification keeps long files moving.
Free tier now, own stack later
Groq Whisper is the current backend, and its free tier covers ecosystem volume. A self-hosted Silero stack is planned for high-volume customers, with Groq → Silero fallback on the L4 roadmap.
Capabilities
Working now
- Whisper-large-v3 transcription via Groq
- Speaker diarization and timeline export
- Multi-format input (mp3, wav, mp4, webm)
- BullMQ job queue with retry classification
Status not stated
- Token-based billing with usage caps
Current autonomy level
Weakest link
DB schema drift not detected at runtime; a mock provider in tests has masked production outages in the past.
Roadmap to L4
- L3 lift — Prisma migration status check at startup; remove mock provider from production code path; structured pino traces.
- L4 lift — Groq → self-hosted Silero fallback for outages; hard cost CB per tenant; recovery audit log; output schema validation.
- L5 candidate — model routing based on file length and tier (when volume crosses 1000+ transcriptions/day).
Next step
Explore the available product and its current limits
LIVE means the project is available now; the weakest link and roadmap above state the current version’s limits.
Review the path to the target level