metadata

language:
  - bn
metrics:
  - accuracy
pipeline_tag: audio-classification
tags:
  - audio-classification
  - emotion-classification
  - sentiment-classification

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")