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whisper-tiny-bn-emo
shhossain/whisper-tiny-bn-emo
whisper-tiny-bn-emo is a audio classification model from shhossain. Use it for the audio classification task on the model card, and read the license before you ship it in a product. It is set up for transformers.
This model is a fine-tuned on shhossain/whisper-tiny-bn for emotion classification. It achieves the following results on the evaluation set:
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At a glance
- Task
- Audio Classification
- Library
- transformers
- Model type
- whisper
- Access
- Public
- Created
- Sep 24, 2023
- Updated
- Dec 12, 2023
- SHA
- 5fae7459
Model card
From the Hugging Face model README
whisper-tiny-bn-emo
This model is a fine-tuned on shhossain/whisper-tiny-bn for emotion classification. It achieves the following results on the evaluation set:
- Loss: 0.1842
- Accuracy: 0.9357
Model Info
It detects 7 basic human emotions on Bengali Language.
ANGRYDISGUSTFEARHAPPYNEUTRALSADSURPRISE
Usage
from transformers import pipeline
pipe = pipeline("audio-classification", model="shhossain/whisper-tiny-bn-emo")
pipe("audio_file.wav")
- Task
- Audio Classification
- Library
- transformers
- Type
- whisper
- Languages
- bn
- Created
- Sep 24, 2023
- Updated
- Dec 12, 2023