Deep Belief Neural Networks and Bidirectional Long-Short Term Memory Hybrid for Speech Recognition

This paper describes a Deep Belief Neural Network (DBNN) and Bidirectional Long-Short Term Memory (LSTM) hybrid used as an acoustic model for Speech Recognition. It was demonstrated by many independent researchers that DBNNs exhibit superior performance to other known machine learning frameworks in...

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Bibliographic Details
Main Authors: Łukasz BROCKI, Krzysztof MARASEK
Format: Article
Language:English
Published: Institute of Fundamental Technological Research Polish Academy of Sciences 2015-02-01
Series:Archives of Acoustics
Subjects:
Online Access:https://acoustics.ippt.pan.pl/index.php/aa/article/view/1445
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