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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. Shilei Zhang's 19 research works with 49 citations and 412 reads, including: Noise-robust Pitch Detection Based on Super-Resolution Harmonics ... (KWS) system based on audio modality, commonly ...Future with origin. For more than 165 years, KWS has stood for tradition, a down-to-earth approach and successful plant breeding, and also for modernization and international growth. In Klein Wanzleben, in the Magdeburger Börde, in 1856, farmer Matthias Christian Rabbethge laid the foundation for a family-owned company that is still closely ...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 …
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In this work, we perform neural network architecture evaluation and exploration for running KWS on resource-constrained microcontrollers. We train various …
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In this paper, we proposed a neural network architecture based on Time-Delay Neural Network (TDNN)Bidirectional Gated Recurrent Unit (BiGRU) for small-footprint …
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