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utmos22-strong
vokra/utmos22-strong
utmos22-strong is a machine learning model from vokra. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for vokra. The card lists the license as mit.
Converted to the Vokra GGUF format for Vokra, a zero-dependency speech-AI inference runtime.
All-time downloads
44
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Repo size
413 MB
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0
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Repo makeup
Click a slice to open those files.
.gguf413 MB · 100%
At a glance
- Library
- vokra
- License
- mit
- Access
- Public
- Created
- Jul 23, 2026
- Updated
- Jul 23, 2026
- SHA
- 49974674
Model card
From the Hugging Face model README
utmos22-strong (Vokra GGUF)
Converted to the Vokra GGUF format for Vokra, a zero-dependency speech-AI inference runtime.
This is a conversion, not a new model. The weights are the upstream ones; Vokra re-packages them so its runtime can memory-map them directly. Credit for the model belongs upstream — see Source below.
Files
| File | Size | SHA-256 |
|---|---|---|
utmos22-strong.gguf | 393.5 MB | 790e538c8cadd8b9d73ecbe0cf3d95c659cf2736022fcdf15e177a77f8a181ea |
Usage
# Download (any HTTP client works — the file is a plain GGUF)
curl -L -o utmos22-strong.gguf \
https://huggingface.co/vokra/utmos22-strong/resolve/main/utmos22-strong.gguf
vokra-cli run --model utmos22-strong.gguf --input input.wav
Provenance
| Field | Value |
|---|---|
| Architecture | utmos |
| Tensors | 223 |
| Upstream source | sarulab-speech/UTMOS22 (MIT) |
| Upstream licence | MIT |
| Licence class | permissive |
| Registry model id | utmos |
| Vokra GGUF schema | 1 |
| Converted by | vokra-core 0.1.0-alpha.0 |
Every row above is read out of this file's own vokra.* metadata, so the card cannot claim something the artifact does not carry.
Licence
The weights are distributed under MIT, unchanged from upstream. Conversion does not alter the licence, and your obligations run to the upstream author.
Verifying this file
shasum -a 256 utmos22-strong.gguf
# expect: 790e538c8cadd8b9d73ecbe0cf3d95c659cf2736022fcdf15e177a77f8a181ea
- Library
- vokra
- License
- mit
- Created
- Jul 23, 2026
- Updated
- Jul 23, 2026