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Human-robot interface based on speech understanding assisted by vision

机译:基于愿景辅助的语音理解的人机接口

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Speech recognition provides a natural and familiar interface for human beings to pass on information. For this, it is likely to be used as the human interface in service robots. However, in order for the robot to move in accordance to what the user tells it, there is a need to look at information other than those obtained from speech input. First, we look at the widely discussed problem in natural language processing of abbreviated communication of common context between parties. In addition to this, another problem exists for a robot, and that is the lack of information linking symbols in a robot's world to things in a real world. Here, we propose a method of using image processing to make up for the information lacking in language processing that makes it insufficient to carry out the action. And when image processing fails, the robot will ask the user directly and use his/her answer to help it in achieving its task. We confirm our theories by performing experiments on both simulation and real robot and test their reliability.
机译:语音识别为人类提供了一种自然和熟悉的界面,以通过信息。为此,它可能被用作服务机器人中的人力界面。然而,为了使机器人根据用户告诉它的方式移动,需要查看除了从语音输入获得的那些之外的信息。首先,我们看看派对之间的缩写通信的自然语言处理中普遍讨论的问题。除此之外,机器人还存在另一个问题,这是缺乏将机器人世界中符号链接到现实世界中的信息的信息。在这里,我们提出了一种使用图像处理来弥补缺乏语言处理的信息的方法,这使得它不足以执行动作。当图像处理发生故障时,机器人将直接询问用户并使用他/她的答案来帮助它实现其任务。我们通过对模拟和真实机器人进行实验来确认我们的理论并测试其可靠性。

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