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FrameAugment: A Simple Data Augmentation Method for Encoder–Decoder Speech Recognition

As the architecture of deep learning-based speech recognizers has recently changed to the end-to-end style, increasing the effective amount of training data has become an important issue. To tackle this issue, various data augmentation techniques to create additional training data by transforming la...

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Principais autores: Seong-Su Lim, Oh-Wook Kwon
Format: Artigo
Sprog:Inglês
Udgivet: MDPI AG 2022-07-01
Serier:Applied Sciences
Fag:
data augmentation
end-to-end speech recognition
frame rate
Online adgang:https://www.mdpi.com/2076-3417/12/15/7619
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