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metadata
language:
  - de
license: apache-2.0
tags:
  - voice
  - classification
  - emotion
  - speech
  - audio
datasets:
  - emo-DB
widget:
  - src: >-
      https://huggingface.co/padmalcom/wav2vec2-large-emotion-detection-german/resolve/main/test.wav
    example_title: Sample 1
pipeline_tag: audio-classification
metrics:
  - accuracy

This wav2vec2 based emotion detection model is trained on the emo-DB dataset. Code for training can be found here.

Emotion classes are:

  • 0: 'anger'
  • 1: 'boredom'
  • 2: 'disgust'
  • 3: 'fear'
  • 4: 'happiness'
  • 5: 'sadness'
  • 6: 'neutral'

inference.py shows, how the model can be used.