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首页> 外文期刊>International journal of soft computing >Design of Speech Control System Based on HMM Approach Applied to a Robot Arm
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Design of Speech Control System Based on HMM Approach Applied to a Robot Arm

机译:基于HMM方法的机器人手臂语音控制系统设计。

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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 designed system user can control the movements of 5 Degree of Freedom (DOF) for a robot arm using a vocal phrase containing spotted words. Other applications are proposed.
机译:用于机器人手臂的语音命令系统被设计为研究项目的一部分。所采用的方法是基于基于健壮的HMM(隐马尔可夫模型)技术的斑点单词识别系统,其中倒谱系数作为参数用于自动语音识别系统。为了在实时应用上实现该方法,设计了个人计算机并行端口接口来控制一组步进电机的运动。设计的系统用户可以使用包含斑点单词的语音短语来控制机器人手臂的5自由度(DOF)运动。提出了其他应用。

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