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cs.SD2023
kNN-CTC: Enhancing ASR via Retrieval of CTC Pseudo Labels
Jiaming Zhou, Shiwan Zhao, Yaqi Liu +3
The success of retrieval-augmented language models in various natural language processing (NLP) tasks has been constrained in automatic speech recognition (ASR) applications due to…
cs.SD2023
CIF-T: A Novel CIF-based Transducer Architecture for Automatic Speech Recognition
Tian-Hao Zhang, Dinghao Zhou, Guiping Zhong +2
RNN-T models are widely used in ASR, which rely on the RNN-T loss to achieve length alignment between input audio and target sequence. However, the implementation complexity and th…