Unverified60% confidenceFactExact time
VALL-E, released by Microsoft in 2023, models speech generation as a language model problem, requiring only 3 seconds of reference audio to achieve zero-shot cloning, and uses the EnCodec neural audio codec.
2
Sources
60%
Confidence
Long-term
Relevance
7/23/2026
First Seen
Sources
Related Claims
UnverifiedVoice cloning technologies such as Microsoft's VALL-E and open-source projects Bark and RVC can generate highly realistic voice imitations from just a few seconds of voice samples.75% similarUnverifiedCodec-based approaches (such as VALL-E and SoundStorm) encode speech into discrete tokens and then generate output using a language model approach, achieving better zero-shot voice cloning results.75% similarVerifiedVALL-E, released by Microsoft in 2023, can clone a speaker's voice with just a 3-second sample.72% similarUnverifiedBlock released DESA, a speech model that supports local operation, can listen and speak in real time and can interject and respond, reportedly trained from scratch using only human speech without relying on text training or pretrained models.70% similarUnverified现代神经TTS系统如VALL-E、ChatTTS通过声纹克隆技术仅需3-10秒参考音频即可复刻任意音色70% similar
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