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% 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% similarUnverifiedVALL-E、VoiceBox等系统能以极少样本克隆任意声线70% similar
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