Asia-Pacific Signal and Information Processing Association (APSIPA) - Deep networks with stochastic depth for acoustic modelling

2016 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA)

Author(s): Duisheng Chen ; Weibin Zhang ; Xiangmin Xu ; Xiaofeng Xing
Publisher: Asia-Pacific Signal and Information Processing Association (APSIPA)
Publication Date: 1 December 2016
Conference Location: Jeju, South Korea
Conference Date: 13 December 2016
Page(s): 1 - 4
ISBN (Electronic): 978-9-8814-7682-1
DOI: 10.1109/APSIPA.2016.7820692
Regular:

Training very deep neural networks is very difficult because of gradient degradation. However, the incomparable expressiveness of the many deep layers is highly desirable at testing time and... View More

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