Articles liés à Low power design techniques for speech recognition

Low power design techniques for speech recognition - Couverture souple

Ladumor, Mayurkumar; Charola, Shreyas; Patel, Shobhit K.

 
9783659167904: Low power design techniques for speech recognition
Couverture souple
ISBN 10 : 3659167908 ISBN 13 : 9783659167904
Editeur : LAP LAMBERT Academic Publishing, 2019

Synopsis

Recent research focuses on low power design techniques. This has been mainly motivated by the demand of hand-held electronic devices which must consume less power. This thesis presents a hybrid approach for designing a low power Multi-Layer Perceptron (MLP) based Neural Network (NN) for speech recognition. They are bipartite tabular method and banking organization method. The MLP based NN is trained in Matlab using TIDIGITS corpus. This approach is simulated in Xilinx xc3s1200. The system is evaluated using optimized model weights which are exported from Matlab. Performance parameter like area and power is computed.

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Éditeur
LAP LAMBERT Academic Publishing
Date d'édition
2019
Langue
anglais
ISBN 10 
3659167908
ISBN 13 
9783659167904
Reliure
Broché
Nombre de pages
60
Coordonnées du fabricant
non disponible
Personne responsable
non disponible