UVCA: a Unified Vocal Commands Approach for Mobile Applications

Nader Trabelsi, Rim Moussa, M. Jemni
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Abstract

Humans prefer to interact with their smart devices through speech rather than using pointing tools and keyboards. Recent mobile devices provide the capability to automatically convert voice to text but they still suffer from many issues when it comes to efficiency goal. In this paper, we present a new approach for vocal commands processing based on Information Retrieval concepts (i.e. text pre-processing, cosine similarity) as well as machine learning algorithms and which enables mobile smart devices to better and faster access to applications' functionalities.
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UVCA:移动应用的统一语音命令方法
人们更喜欢通过语音与智能设备互动,而不是使用指向工具和键盘。最近的移动设备提供了自动将语音转换为文本的功能,但在效率目标方面仍然存在许多问题。在本文中,我们提出了一种基于信息检索概念(即文本预处理,余弦相似性)以及机器学习算法的语音命令处理新方法,该方法使移动智能设备能够更好,更快地访问应用程序的功能。
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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