Speech-Controlled Human-Computer Interface for Audio-Visual Breast Self-Examination Guidance System

被引：0

作者：

Billones, Robert Kerwin C. ^{[1
]}

Daidos, Elmer P. ^{[1
]}

Cabatuan, Melvin K. ^{[1
]}

Gan Lim, Laurence ^{[1
]}

Galvez, Reagan L. ^{[1
]}

Santos Carandang, Jose ^{[1
]}

Camilo Punzalan, Eric ^{[1
]}

Luisa Enriquez, Ma. ^{[1
]}

Erasga, Dennis ^{[1
]}

Ples, Michael ^{[1
]}

Teruel, Romeo ^{[1
]}

Sison-Gareza, Balintawak ^{[1
]}

Ellenita Carandang, Ma. ^{[1
]}

Carandang, Julien ^{[1
]}

机构：

[1] De La Salle Univ, Manila, Philippines

来源：

2015 INTERNATIONAL CONFERENCE ON HUMANOID, NANOTECHNOLOGY, INFORMATION TECHNOLOGY,COMMUNICATION AND CONTROL, ENVIRONMENT AND MANAGEMENT (HNICEM) | 2015年

关键词：

Speech Recognition; Human-Computer Interface; Breast Self-Examination; Artificial Neural Network; Genetic Algorithm;

D O I：

暂无

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

This paper presents the development of a speech-controlled human-computer interface (SR-HCI) as a subsystem of the audio-visual breast self-examination guidance system. This aims to better control the system during computer-guided breast self-examination (BSE) performance and allows for user indications of possible tumor locations by dictating it to the system through the speech recognition feature. Speech database for English and Hiligaynon languages are gathered and trained for this application. The speech recognition architecture includes Mel frequency cepstrum coefficients (MFCCs) for speech feature extraction, artificial neural network (ANN) for training and classification, and genetic algorithm for optimization. The authors performed tests in the speech recognition system and present the outcomes.

引用

页码：535 / +

页数：6

共 5 条

[1] IntelligentOperating Architecture for Audio-Visual Breast Self-Examination Multimedia Training System
Billones, Robert Kerwin C.
Masilang, Rey Anthony A.
Jose, John Anthony C.
Dadios, Elmer P.
TENCON 2015 - 2015 IEEE REGION 10 CONFERENCE, 2015,
[2] Design and Development of an Artificial Intelligent System for Audio-Visual Cancer Breast Self-Examination
Billones, Robert Kerwin C.
Dadios, Elmer P.
Sybingco, Edwin
JOURNAL OF ADVANCED COMPUTATIONAL INTELLIGENCE AND INTELLIGENT INFORMATICS, 2016, 20 (01) : 124 - 131
[3] Design and development of an artificial intelligent system for audio-visual cancer breast self-examination
Billones R.K.C.
Dadios E.P.
Sybingco E.
2016, Fuji Technology Press (20) : 124 - 131
[4] Robot Command Interface Using an Audio-Visual Speech Recognition System
Ceballos, Alexander
Gomez, Juan
Prieto, Flavio
Redarce, Tanneguy
PROGRESS IN PATTERN RECOGNITION, IMAGE ANALYSIS, COMPUTER VISION, AND APPLICATIONS, PROCEEDINGS, 2009, 5856 : 869 - +
[5] Hand Initialization and Tracking Using a Modified KLT Tracker for a Computer Vision-Based Breast Self-Examination System
Masilang, Rey Anthony A.
Cabatuan, Melvin K.
Dadios, Elmer P.
2014 INTERNATIONAL CONFERENCE ON HUMANOID, NANOTECHNOLOGY, INFORMATION TECHNOLOGY, COMMUNICATION AND CONTROL, ENVIRONMENT AND MANAGEMENT (HNICEM), 2014,

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