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Pretraining Enhanced RNN Transducer

Recurrent neural network transducer (RNN-T) is an important branch of current end-to-end automatic speech recognition (ASR). Various promising approaches have been designed for boosting RNN-T architecture; however, few studies exploit the effectiveness of pretrained methods in this framework. In thi...

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Principais autores: Junyu Lu, Rongzhong Lian, Di Jiang, Yuanfeng Song, Zhiyang Su, Victor Junqiu Wei, Lin Yang
Format: Artigo
Sprog:Inglês
Udgivet: Tsinghua University Press 2024-12-01
Serier:CAAI Artificial Intelligence Research
Fag:
pretraining
automatic speech recognition
self-supervised learning
Online adgang:https://www.sciopen.com/article/10.26599/AIR.2024.9150039
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