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MKD: Mixup-Based Knowledge Distillation for Mandarin End-to-End Speech Recognition

Large-scale automatic speech recognition model has achieved impressive performance. However, huge computational resources and massive amount of data are required to train an ASR model. Knowledge distillation is a prevalent model compression method which transfers the knowledge from large model to sm...

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Furkejuvvon:
Váldodahkkit: Xing Wu, Yifan Jin, Jianjia Wang, Quan Qian, Yike Guo
Materiálatiipa: Artigo
Giella:Inglês
Almmustuhtton: MDPI AG 2022-05-01
Ráidu:Algorithms
Fáttát:
end-to-end speech recognition
knowledge distillation
model compression
data efficiency
mixup
Liŋkkat:https://www.mdpi.com/1999-4893/15/5/160
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