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OpenVoiceOS/
whisper-large-v3-tiny-caesar-onnx

Name: whisper-large-v3-tiny-caesar-onnx
Availability: InStock

onnx

whisper

apache-2.0

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OVOS - Whisper Large v3 Tiny Caesar

This model is an ONNX-format export of the model available at projecte-aina/whisper-large-v3-tiny-caesar, for ease of use in edge devices and CPU-based inference environments.

Requirements

The export is based on:

optimum for exporting the model
onnx-asr for inference

The requirements can be installed as

$ pip install optimum[onnxruntime] onnx-asr

Usage

python

import onnx_asr
model = onnx_asr.load_model("OpenVoiceOS/whisper-large-v3-tiny-caesar-onnx")
print(model.recognize("test.wav"))

Export

According to onnx-asr/convert-model-to-onnx):

bash

$ optimum-cli export onnx --task automatic-speech-recognition-with-past --model projecte-aina/whisper-large-v3-tiny-caesar whisper-onnx
$ cd whisper-onnx && rm decoder.onnx* decoder_with_past_model.onnx*  # only the merged decoder is needed

Licensing

The license is derived from the original model: Apache 2.0. For more details, please refer to projecte-aina/whisper-large-v3-tiny-caesar.