Neural Voice Cloning with a Few Samples

This paper introduces a method for cloning a person's voice from just a few short audio samples. The system uses deep learning to analyze the speaker's voice characteristics and then synthesize speech in that voice. This technique has applications in creating personalized speech interfaces and generating audio content with specific vocal styles. While the Synthesia tool uses AI avatars for video creation, this foundational paper on voice cloning is crucial as Synthesia also incorporates AI-generated voices synchronized with the avatars.