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--- |
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language: |
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- en |
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tags: |
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- openvino |
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--- |
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# MIT/ast-finetuned-speech-commands-v2 |
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This is the [MIT/ast-finetuned-speech-commands-v2](https://huggingface.co/MIT/ast-finetuned-speech-commands-v2) model converted to [OpenVINO](https://openvino.ai), for accellerated inference. |
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An example of how to do inference on this model: |
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```python |
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from optimum.intel.openvino import OVModelForAudioClassification |
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from transformers import AutoFeatureExtractor, pipeline |
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# model_id should be set to either a local directory or a model available on the HuggingFace hub. |
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model_id = "helenai/MIT-ast-finetuned-speech-commands-v2-ov" |
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feature_extractor = AutoFeatureExtractor.from_pretrained(model_id) |
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model = OVModelForAudioClassification.from_pretrained(model_id) |
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pipe = pipeline("audio-classification", model=model, feature_extractor=feature_extractor) |
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result = pipe("https://datasets-server.huggingface.co/assets/speech_commands/--/v0.01/test/38/audio/audio.mp3") |
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print(result) |
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``` |
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