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Meta AI researchers have unveiled Voicebox, a cutting-edge generative AI model for speech that sets new standards in the field. Voicebox leverages a novel approach called Flow Matching to learn from raw audio and transcriptions, enabling it to modify any part of a given audio sample. It has outperformed existing models like VALL-E and YourTTS in terms of intelligibility, audio similarity, and processing speed. Voicebox has been trained on 50,000 hours of public domain audiobooks in multiple languages and can perform diverse tasks such as cross-lingual style transfer, noise removal, and content editing. Despite its capabilities, the model or code is not publicly accessible due to potential misuse, though Meta has shared audio samples and research papers detailing its functionalities.
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Generative AI for speech
Flow Matching technique
Zero-shot text-to-speech
Cross-lingual style transfer
Noise removal
Content editing
Multiple language support
State-of-the-art performance
50,000 hours of training data
Not publicly available due to ethical considerations
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Voicebox enables content creators to perform cross-lingual style transfer, producing content in multiple languages using a single model.
Voicebox can generate high-quality, intelligible speech outputs, enhancing the production of multilingual audiobooks.
Podcasters can utilize Voicebox for noise removal and content editing, ensuring high audio quality in their productions.
Voicebox offers language learners access to audio outputs in different languages, aiding in more effective language acquisition.
Voicebox can improve accessibility tools by offering superior text-to-speech synthesis for users with disabilities.
Media companies can leverage Voicebox to create diverse and high-quality audio content, ranging from advertisements to news readings.
Researchers in the field of linguistics and speech processing can utilize Voicebox for various experimental and practical applications.
Developers of virtual assistants can harness Voicebox to improve the naturalness and intelligibility of machine-generated speech.
Marketers can use Voicebox to create personalized audio messages for targeted advertising campaigns.
Voicebox can be used in video games to generate lifelike dialogues and character voices, enriching the gaming experience.
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