---
license: mit
---
This is an `UTMOS` model traced into a jit for simple use. The model and the inference code are from this [space](https://huggingface.co/spaces/sarulab-speech/UTMOS-demo).

Usage:

```python
from huggingface_hub import hf_hub_download
import torch
import soundfile as sf

# Download the model from repo
model_path = hf_hub_download(
    repo_id="balacoon/utmos",
    filename="utmos.jit",
    repo_type="model",
    local_dir="./",
)

# load model
utmos_model = torch.jit.load(model_path).to(torch.device("cuda"))
# load audio
wav, sr = sf.read(
    "rms_arctic_a0001.wav",
    dtype="int16"
)
assert sr == 16000
# run inference
x = torch.tensor(wav).unsqueeze(0).cuda()
mos = utmos_model(x).item()
print(mos)
```