Projected Minimal Gated Recurrent Unit for Speech Recognition

Projected Minimal Gated Recurrent Unit for Speech Recognition

Recurrent neural network (RNN) has the ability to learn long-term dependencies, which makes it suitable for acoustic modeling in speech recognition. In this paper, we revise RNN model used in acoustic modeling, namely, mGRUIP with Context module (mGRUIP-Ctx), and propose an advanced model which name...

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Bibliographic Details
Main Authors: Renjian Feng, Weijie Jiang, Ning Yu, Yinfeng Wu, Jiaxuan Yan
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Speech recognition
acoustic model
gated recurrent unit
batch normalization
Online Access:https://ieeexplore.ieee.org/document/9274478/

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