bolo-mms-tts-urdu / README.md
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mms-tts-urd from bolo voices release voices-v1
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metadata
license: cc-by-nc-4.0
language:
  - ur
pipeline_tag: text-to-speech
tags:
  - bolo
  - sherpa-onnx
  - onnx
  - text-to-speech
  - tts
  - vits

mms-tts-urd

Urdu voice converted for bolo, a speech server that runs without PyTorch (sherpa-onnx).

Use it

bolo pull mms-tts-urd

Licence

Weights: CC-BY-NC-4.0 - non-commercial use only. The full licence text is in LICENSE.

Attribution and provenance

mms-tts-urd: Urdu voice from Meta's Massively Multilingual Speech (MMS) project

Model: https://huggingface.co/facebook/mms-tts/tree/44cc7fb408064ef9ea6e7c59130d88cac1274671/models/urd-script_arabic
Authors: Vineel Pratap, Andros Tjandra, Bowen Shi, et al. (Meta AI), "Scaling Speech Technology to
1,000+ Languages", 2023, https://arxiv.org/abs/2305.13516

Licence: Creative Commons Attribution-NonCommercial 4.0 International (CC-BY-NC-4.0),
https://creativecommons.org/licenses/by-nc/4.0/ (full text in LICENSE). NON-COMMERCIAL USE ONLY.

Changes: format conversion only (PyTorch checkpoint to ONNX with the original VITS inference code,
mms-meta/MMS at revision 65d863f41196654aa8b8f3dc586474a4c8f30934), made with tools/voices/export_mms.py of the
bolo project (https://github.com/cb-Sigma/bolo). The weights were not retrained or otherwise changed.
Inference code: VITS, MIT licence, Copyright (c) 2021 Jaehyeon Kim.

Source: https://huggingface.co/facebook/mms-tts/tree/44cc7fb408064ef9ea6e7c59130d88cac1274671/models/urd-script_arabic

This repository holds a format conversion only; the weights were not retrained.

Measured by the bolo maintainers

round-trip WER (5 sentences) 0.242
round-trip CER 0.075
recogniser indicconformer-ur-community
real-time factor (2 threads, shared 4 vCPU) 0.315
time to first audio (ms) 807
date 2026-11-13