Relatable Explanations

Demo on speech emotion recognition


Play this voice clip
Try a different speech sample.
Play and judge the target speech.
.
The system recognized the voice as
Happy Check the system's prediction.
.
The system has analyzed that, compared with
Specify the contrastive emotion class.
Listen to the counterfactual sample.
,
  • The voice has: View the contrastive cues.
    • Higher shrillness
    • Higher loudness
    • Higher average pitch
    • Higher range of pitch
    • Higher speed
    • Fewer pauses
  • During in the
    highlighted moments below View the contrastive saliency.
    .

Further reading

Zhang, W., Lim, B. Y. 2022. Towards Relatable Explainable AI with the Perceptual Process in Proceedings of the international Conference on Human Factors in Computing Systems. CHI ’22.