EmoFake: An Initial Dataset for Emotion Fake Audio Detection

Understand

Many datasets have been designed to further the development of fake audio detection, such as datasets of the ASVspoof and ADD challenges.

• However, these datasets do not consider a situation that the emotion of the audio has been changed from one to another, while other information (e.g.
• speaker identity and content) remains the same.
• Changing the emotion of an audio can lead to semantic changes.