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Intelligent appliance control using a low-cost embedded speech recognizer

机译:使用低成本嵌入式语音识别器的智能设备控制

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In this paper, we present an embedded system design for speech recognition based appliance control. The Mel-frequency cepstral coefficient (MFCC) features for speech attribute extraction and dynamic time warping algorithm (DTW) for speech attribute matching are implemented with the low cost and resource-limited micro controller unit (MCU) - SPCE061A. While sampling input speech data, the idle time of MCU is used to perform MFCC extraction and DTW for frame-synchronous operations to achieve real-time requirement. The proposed embedded system can be used for the speech based appliance control which is a key technology for home automation.
机译:在本文中,我们提出了一种基于语音识别的设备控制嵌入式系统设计。语音属性提取的梅尔频率倒谱系数(MFCC)功能和语音属性匹配的动态时间规整算法(DTW)通过低成本且资源有限的微控制器单元(MCU)SPCE061A实现。在对输入语音数据进行采样时,MCU的空闲时间用于执行MFCC提取和DTW以进行帧同步操作,从而达到实时要求。所提出的嵌入式系统可用于基于语音的设备控制,这是家庭自动化的关键技术。

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