Neural Voice Cloning with a Few Samples

This paper introduces a method for cloning voices using only a few seconds of speech. It uses a neural network to learn the characteristics of a voice from a small number of samples and then uses this information to generate new speech in that voice. This technology is foundational for AI avatars and voiceovers used in platforms like Synthesia, allowing for personalized and realistic synthetic voices without extensive training data.