Binary Neural Networks for Classification of Voice Commands From Throat Microphone

Binary Neural Networks for Classification of Voice Commands From Throat Microphone

Multi-class pattern classification has many applications including speech recognition, and it is not easy to extend from two-class neural networks (NNs). This paper presents a study about using binary classifiers with NNs together with a perceptual linear prediction (PLP) method for feature extracti...

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Bibliographic Details
Main Authors: Fabio Cisne Ribeiro, Raphael Torres Santos Carvalho, Paulo Cesar Cortez, Victor Hugo C. De Albuquerque, Pedro Pedrosa Reboucas Filho
Format: Article
Language:English
Published: IEEE 2018-01-01
Series:IEEE Access
Subjects:
Multi-class pattern recognition
speech recognition
neural networks
binary classifiers
Online Access:https://ieeexplore.ieee.org/document/8536867/

Internet

https://ieeexplore.ieee.org/document/8536867/

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