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.

• ANGRY
• DISGUST
• FEAR
• HAPPY
• NEUTRAL
• SAD
• SURPRISE

Usage

from transformers import pipeline

pipe = pipeline("audio-classification", model="shhossain/whisper-tiny-bn-emo")

pipe("audio_file.wav")