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+ ---
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+ language:
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+ - bn
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+ metrics:
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+ - accuracy
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+ pipeline_tag: audio-classification
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+ ---
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+ # whisper-tiny-bn-emo
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+ This model is a fine-tuned version of shhossain/whisper-tiny-bn on the Unknown dataset. It achieves the following results on the evaluation set:
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+
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+ Loss: 0.1842
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+ Accuracy: 0.9357
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+
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+ ## Model Info
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+ It detects 7 basic human emotions on `Bengali Language`.
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+ - `ANGRY`
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+ - `DISGUST`
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+ - `FEAR`
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+ - `HAPPY`
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+ - `NEUTRAL`
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+ - `SAD`
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+ - `SURPRISE`
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+
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+ ## Usage
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+ ```python
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+ from transformers import pipeline
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+
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+ pipe = pipeline("audio-classification", model="shhossain/whisper-tiny-bn-emo")
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+
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+ pipe("audio_file.wav")
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+ ```