---
language:
- ml
license: cc-by-nc-4.0
library_name: transformers.js
pipeline_tag: text-to-audio
tags:
- onnx
- text-to-speech
- tts
- mms
- facebook
- ml
- onnxruntime-web
base_model: facebook/mms-tts-mal
---

# MMS-TTS Malayalam — ONNX

Verbatim ONNX export of [`facebook/mms-tts-mal`](https://huggingface.co/facebook/mms-tts-mal)
for in-browser inference via [transformers.js](https://huggingface.co/docs/transformers.js)
or [onnxruntime-web](https://onnxruntime.ai/).

This bundle was produced by the [onnx-conversion](https://github.com/NakliTechie/onnx-conversion) pipeline at
`scripts/seq2seq/03_mms_batch_export.py` so the [Ghoshana](https://github.com/NakliTechie/Ghoshana)
browser app can ship MMS-TTS coverage for Malayalam without depending on
a system voice install.

The MMS family from [Massively Multilingual Speech](https://research.facebook.com/publications/scaling-speech-technology-to-1000-languages/)
covers 1107+ languages but only ~12 of those have community ONNX exports
(Xenova mostly), with `kn` (Kannada) at onnx-community. This repo fills
in the rest of the Malayalam gap.

## License

CC-BY-NC-4.0 (inherited from the upstream `facebook/mms-tts-mal`).