However, Voicebox's use in creating fake voices for malicious purposes is a concern. Meta's approach to generating speech using unsupervised learning and non-autoregressive models has the potential to revolutionize the field of speech synthesis. The potential applications of Voicebox are vast, and it has the potential to improve the quality of speech synthesis for a wide range of industries, including voice assistants, audiobooks, and entertainment. The ability to generate speech in a wide range of styles and languages is a significant advantage of Voicebox, as it can be used to create customized voices for virtual assistants, or to generate audio in a variety of languages for entertainment purposes. The ability of Voicebox to modify any part of a given sample is also an important feature, as it allows for the creation of highly customized speech samples that can be used in a variety of applications. The potential risks associated with Voicebox, such as its use in creating fake voices for malicious purposes, are a concern that Meta will need to address as the technology continues to develop. In conclusion, Voicebox is a groundbreaking AI model for speech that has the potential to revolutionize the field of speech synthesis. Its ability to generalize to tasks it was not specifically trained for, and its versatility in modifying any part of a given sample, make it a highly promising technology with a wide range of potential applications.