Accession Number : ADA320340
Title : Implementing Voice Recognition and Natural Language Processing in the NPSNET Networked Virtual Environment.
Descriptive Note : Master's thesis,
Corporate Author : NAVAL POSTGRADUATE SCHOOL MONTEREY CA
Personal Author(s) : DeVilliers, Edward M.
PDF Url : ADA320340
Report Date : SEP 1996
Pagination or Media Count : 193
Abstract : Interfaces to military Virtual Reality (VR) systems, such as NPSNET IV.9, have been limited mainly to keyboard, mouse, and joystick devices. This presents two major problems; remembering how to access all the functionality of the system, and using the interface when the user is otherwise physically constrained. This can occur during the use of body-position tracking devices and Heads-Up-Displays (HUD). Voice recognition and Natural Language Processing (NLP) were used as a solution to both problems. The approach taken was to develop a networked Spoken Language System (SLS) using a Commercial-Off-The-Shelf (COTS) voice recognition and NLP system. The Nuance Speech Recognition System from Nuance Communications was chosen after analyzing the special requirements of NPSNET. Implementing the SLS occurred in four phases. First, vocabularies and grammars were developed to simulate the 108 keyboard commands, focusing on flexibility and decreased response latency. Second, new C++ classes were written to ease reuse of the Nuance API's. Third, a control panel was written to manage the voice processing, and fourth, the code was integrated into NPSNET. As a result of this effort, a new voice-enabled interface exists for NPSNET. In addition, C++ classes exist to ease future use of the Nuance API in other software systems. All of the 108 keyboard commands are executable through voice control with a 83.8% sentence understanding rate in a noisy background environment.
Descriptors : *SPEECH RECOGNITION, *VIRTUAL REALITY, *DISTRIBUTED INTERACTIVE SIMULATION, SIGNAL PROCESSING, SOFTWARE ENGINEERING, SYSTEMS ENGINEERING, DISTRIBUTED DATA PROCESSING, COMPUTER COMMUNICATIONS, OFF THE SHELF EQUIPMENT, THESES, PATTERN RECOGNITION, INTERACTIVE GRAPHICS, COMPUTER NETWORKS, MAN COMPUTER INTERFACE, VOICE COMMUNICATIONS, NATURAL LANGUAGE, CONTROL PANELS, EXECUTIVE ROUTINES, CONTROL SEQUENCES, OBJECT ORIENTED PROGRAMMING.
Subject Categories : Cybernetics
Distribution Statement : APPROVED FOR PUBLIC RELEASE