Optimization Techniques to Improve Training Speed of Deep Neural Networks for Large Speech Tasks : LARGE-SCALE OPTIMIZATION FOR AUDIO, SPEECH, AND LANGUAGE PROCESSING

Saved in:
Bibliographic Details
Published inIEEE transactions on audio, speech, and language processing Vol. 21; no. 11-12; pp. 2267 - 2276
Main Authors SAINATH, Tara N, KINGSBURY, Brian, SOLTAU, Hagen, RAMABHADRAN, Bhuvana
Format Journal Article
LanguageEnglish
Published Piscataway, NJ Institute of Electrical and Electronics Engineers 2013
Subjects
Applied sciences
Artificial intelligence
Computer science; control theory; systems
Connectionism. Neural networks
Exact sciences and technology
Information, signal and communications theory
Signal processing
Speech processing
Telecommunications and information theory
State of the art
Probabilistic approach
Mixture theory
Entropy
Matrix factorization
Cable television
Neural network
Stochastic method
Optimization
Learning
English
Accuracy
Gaussian process
parallel optimization techniques
Audiovisual document
Hidden Markov models
News
Descent method
Speech recognition
Speech processing
Gradient method
Parallelization
deep neural networks
Online AccessGet full text

Cover

More Information
ISSN:1558-7916
1558-7924