AI Research & Engineering: RecSys, Search, Generative AI and Beyond

Author Yudong

RNN-Transducer Explained:CTC 之外的另一条端到端 ASR 路径(RNN-T 算法与源码详解)

本文是一篇详细的 RNN-Transducer 技术拆解:从背景动机、三网络架构、T×(U+1) 对齐格栅、前向后向 Loss 推导,到 PyTorch 源码精读、现代变体演进和工业部署的实际工程坑。CTC 系列与 Whisper Explained 的姊妹篇。

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CTC Algorithm Explained Part 3:CTC Demo by Speech Recognition(CTC算法详解之语音识别实战篇)

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CTC Algorithm Explained Part 2:Decoding the Network(CTC算法详解之解码篇)

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CTC Algorithm Explained Part 1:Training the Network(CTC算法详解之训练篇)

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