Meta MMS
Meta Massively Multilingual Speech — open-source ASR for 1,100+ languages.
Meta Massively Multilingual Speech — open-source ASR for 1,100+ languages.
Best for low-resource and indigenous language transcription where no commercial vendor offers a model. Pricing: free.
What it is
MMS (Massively Multilingual Speech) is Meta's research release covering more than 1,100 languages — including hundreds of African, indigenous American, and Pacific languages that no commercial vendor supports. Weights live on Hugging Face under facebook/mms-1b-all and related variants. License is research-leaning; production use requires reading the terms carefully but the linguistic coverage is otherwise unmatched. Best fit when the buyer is low-resource and indigenous language transcription where no commercial vendor offers a model. The honest caveat: quality varies dramatically across languages; non-commercial cc-by-nc license restricts production use for many. As with any open-weights release, the integrator owns hosting, scaling, and SLA — but the licensing cost is zero and the model can be fine-tuned on in-house audio.
Watch out for: Quality varies dramatically across languages; non-commercial CC-BY-NC license restricts production use for many.
Install / use
pip install transformers torch && load facebook/mms-1b-allFeatures
| Speaker diarization | No |
| Word-level timestamps | No |
| Streaming / real-time | No |
| Languages supported | 1107 |
| HIPAA eligible | No |
Meta MMS vs Whipscribe
| Feature | Meta MMS | Whipscribe |
|---|---|---|
| Category | Open source | Transcription APIs |
| Pricing | free | free beta |
| Speaker diarization | No | Yes |
| Word timestamps | No | Yes |
| Streaming | No | No |
| Languages | 1107 | 99 |
| Platforms | Linux, macOS, Windows | Web, API, MCP |
Alternatives to Meta MMS
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.