Arabic spotted words recognition system based on HMM approach to control a didactic manipulator

M. Fezari, H. Attoui, M. Bedda
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引用次数: 5

Abstract

A voice command system for a robot arm is designed as a part of a research project. The methodology adopted is based on a spotted words recognition system based on a robust HMM (Hidden Markove Model) technique with cepstral coefficients as parameters used in automatic speech recognition system. To implement the approach on a real-time application, a Personal Computer parallel port interface was designed to control the movement of a set of stepper motors. The user can control the movements of five degree of freedom (DOF) for a robot arm using a vocal phrase containing spotted words. Other applications are proposed.
基于HMM方法的阿拉伯语点词识别系统控制教学机械手
作为一个研究项目的一部分,设计了一种机器人手臂的语音指挥系统。所采用的方法是基于一种基于鲁棒隐马尔可夫模型(HMM)技术的点词识别系统,该系统以倒谱系数为参数用于自动语音识别系统。为了在实时应用中实现该方法,设计了一个个人计算机并行端口接口来控制一组步进电机的运动。用户可以使用包含标记词的语音短语来控制机器人手臂的五个自由度(DOF)的运动。还提出了其他应用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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