基于语音指令的移动机器人鲁棒控制研究

Sung-Won Jung, K. Sung, Moon-Youl Park, E. Kang, W. Hwang, Jong-Dae Won, Woo-Song Lee, Sung-Hyun Han
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引用次数: 2

摘要

一般来说,通过使用机器人自身的姿势信息来控制运动是可能的,因为一种运动和手势每次都会产生几乎相同的噪音模式。本文描述了一种用于机器人系统的语音识别控制系统,该系统可以在嘈杂环境中对成人和儿童的语音进行鲁棒识别。在实际噪声环境中,对通信机器人控制系统的性能进行了评估。声音是用无线麦克风捕捉的。为了抑制干扰和噪声并减弱混响,我们实现了一个多通道系统,该系统由离群鲁棒广义旁瓣消除技术和使用标准的特征空间噪声抑制组成。基于端点检测检测语音活动周期。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A study on robust control of mobile robot by voice command
Generally, it is possible to control the motion by using information on the robot's own postures, because a type of motion and gesture produces almost the same pattern of noise every time. In this paper, we describe an voice recognition control system for robot system which can robustly recognize voice by adults and children in noisy environments. We evaluate the performance of robot control system in a communication robot placed in a real noisy environment. Voice is captured using a wireless microphone. To suppress interference and noise and to attenuate reverberation, we implemented a multi-channel system consisting of an outlier-robust generalized side-lobe canceller technique and a feature-space noise suppression using criteria. Voice activity periods are detected based end-point detection.
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