Unverified80% confidenceFactExact time
2023年后，随着Whisper、Bark、VALL-E等开源模型的广泛传播，从频谱图还原语音的能力已不再局限于顶级研究机构，普通技术人员借助消费级GPU即可复现
1
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80%
Confidence
Long-term
Relevance
5/22/2026
First Seen
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UnverifiedSince 2023, models such as VALL-E, Bark, and XTTS have successively emerged, significantly raising the quality bar for speech synthesis.72% similarUnverifiedWhisper、SoundStorm、AudioLM等语音基础模型推动了端到端范式走向成熟72% similarUnverified当前语音AI领域存在端到端方案与管线方案并行发展的趋势，业界也出现了混合方案70% similarUnverifiedPioneers of end-to-end speech architectures include Google's AudioLM (2022) and Meta's Voicebox (2023).68% similarVerifiedWhisper is an automatic speech recognition model open-sourced by OpenAI in 2022, built on a Transformer architecture and trained on 680,000 hours of multilingual audio data.68% similar
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