---
license: cc-by-4.0
language:
- bg
- hr
- cs
- da
- nl
- en
- et
- fi
- fr
- de
- el
- hu
- it
- lv
- lt
- mt
- pl
- pt
- ro
- sk
- sl
- es
- sv
- ru
- uk
base_model:
- nvidia/canary-1b-v2
pipeline_tag: automatic-speech-recognition
tags:
- automatic-speech-recognition
- automatic-speech-translation
- asr
- onnx
- onnx-asr
---

NVIDIA Canary 1B v2 [model](https://huggingface.co/nvidia/canary-1b-v2) converted to ONNX format for [onnx-asr](https://github.com/istupakov/onnx-asr).

Install onnx-asr
```shell
pip install onnx-asr[cpu,hub]
```

Load Canary 1B v2 model and recognize wav file
```py
import onnx_asr
model = onnx_asr.load_model("nemo-canary-1b-v2")
print(model.recognize("test.wav", language="en"))
print(model.recognize("test.wav", language="en", target_language="fr"))
```