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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("/static-proxy?url=https%3A%2F%2Fdatasets-server.huggingface.co%2Fassets%2Fspeech_commands%2F--%2Fv0.01%2Ftest%2F38%2Faudio%2Faudio.mp3%26quot%3B)%3C%2Fspan%3E%3C!-- HTML_TAG_END --> |
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print(result) |
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``` |
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