用于语音意图检测的基于视觉的麦克风开关

G. Iyengar, C. Neti
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引用次数: 12

摘要

我们提出了我们的语音意图检测系统。在传统的桌面语音应用程序中,用户必须通过打开麦克风来明确地向计算机表明说话的意图。这是为了减轻自动语音识别系统中与开放式麦克风相关的问题。在本文中,我们使用来自用户姿势,接近度和视觉语音活动的线索来检测语音意图并实现麦克风的自动控制。我们使用预先注意的线索来消除冗余计算,从而实现实时性能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A vision-based microphone switch for speech intent detection
We present our system for speech intent detection. In traditional desktop speech applications, the user has to explicitly indicate intent-to-speak to the computer by turning the microphone on. This is to alleviate problems associated with an open microphone in an automatic speech recognition system. In this paper, we use cues derived from user pose, proximity and visual speech activity to detect speech intent and enable automatic control of the microphone. We achieve real-time performance using pre-attentive cues to eliminate redundant computation.
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