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On-device keyword spotting (KWS) is used in such systems to activate or support a limited number of interactions (i.e., commands) to reduce standby energy and latency, preserve user privacy, and avoid data leakage during data transmission.
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In this paper, we propose a temporal convolution for real-time KWS on mobile devices. Unlike most of the 2D convolution-based KWS approaches that require a deep architecture to fully capture both low- and high-frequency domains, we exploit temporal convolutions with a compact ResNet architecture.
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Keyword spotting (KWS) is a critical component for enabling speech based user interactions on smart devices. It requires real-time response and high accuracy for good user experience. Recently, neural networks have become an attractive choice for KWS architecture because of their superior … See more
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