Speed up of recurrent neural network language models with sentence independent subsampling stochastic gradient decent

Y Shi; M-Y Hwang; K Yao; MA Larson

Speed up of recurrent neural network language models with sentence independent subsampling stochastic gradient decent

Y Shi, M-Y Hwang, K Yao, MA Larson

Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific

9 Citations (Scopus)

Abstract

ISSN 2308-457X

Original language	English
Title of host publication	Proceedings in 14th Annual Conference of the International Speech Communication Association
Editors	F Bimbot, C Fougeron, F Pellegrino
Place of Publication	Baixas France
Publisher	ISCA Archive
Pages	1203-1207
Number of pages	5
Publication status	Published - 2013
Event	INTERSPEECH, Lyon, France - Baixas France Duration: 25 Aug 2013 → 29 Aug 2013

Publication series

Name
Publisher	ISCA Archive

Conference

Conference	INTERSPEECH, Lyon, France
Period	25/08/13 → 29/08/13

Cite this

@inproceedings{66f9a8dd87a140d5b840412cb7470e81,

title = "Speed up of recurrent neural network language models with sentence independent subsampling stochastic gradient decent",

abstract = "ISSN 2308-457X",

author = "Y Shi and M-Y Hwang and K Yao and MA Larson",

year = "2013",

language = "English",

publisher = "ISCA Archive",

pages = "1203--1207",

editor = "F Bimbot and C Fougeron and F Pellegrino",

booktitle = "Proceedings in 14th Annual Conference of the International Speech Communication Association",

note = "INTERSPEECH, Lyon, France ; Conference date: 25-08-2013 Through 29-08-2013",

}

Shi, Y, Hwang, M-Y, Yao, K & Larson, MA 2013, Speed up of recurrent neural network language models with sentence independent subsampling stochastic gradient decent. in F Bimbot, C Fougeron & F Pellegrino (eds), Proceedings in 14th Annual Conference of the International Speech Communication Association. ISCA Archive, Baixas France, pp. 1203-1207, INTERSPEECH, Lyon, France, 25/08/13.

Speed up of recurrent neural network language models with sentence independent subsampling stochastic gradient decent. / Shi, Y; Hwang, M-Y; Yao, K et al.
Proceedings in 14th Annual Conference of the International Speech Communication Association. ed. / F Bimbot; C Fougeron; F Pellegrino. Baixas France: ISCA Archive, 2013. p. 1203-1207.

Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific

TY - GEN

T1 - Speed up of recurrent neural network language models with sentence independent subsampling stochastic gradient decent

AU - Shi, Y

AU - Hwang, M-Y

AU - Yao, K

AU - Larson, MA

PY - 2013

Y1 - 2013

N2 - ISSN 2308-457X

AB - ISSN 2308-457X

UR - http://www.isca-speech.org/archive/interspeech_2013/i13_1203.html

M3 - Conference contribution

SP - 1203

EP - 1207

BT - Proceedings in 14th Annual Conference of the International Speech Communication Association

A2 - Bimbot, F

A2 - Fougeron, C

A2 - Pellegrino, F

PB - ISCA Archive

CY - Baixas France

T2 - INTERSPEECH, Lyon, France

Y2 - 25 August 2013 through 29 August 2013

ER -

Speed up of recurrent neural network language models with sentence independent subsampling stochastic gradient decent

Abstract

Publication series

Conference

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