Search Results for author: Kwantae Kim

Found 2 papers, 0 papers with code

A 65nm 36nJ/Decision Bio-inspired Temporal-Sparsity-Aware Digital Keyword Spotting IC with 0.6V Near-Threshold SRAM

no code implementations6 May 2024 Qinyu Chen, Kwantae Kim, Chang Gao, Sheng Zhou, Taekwang Jang, Tobi Delbruck, Shih-Chii Liu

This paper introduces, to the best of the authors' knowledge, the first fine-grained temporal sparsity-aware keyword spotting (KWS) IC leveraging temporal similarities between neighboring feature vectors extracted from input frames and network hidden states, eliminating unnecessary operations and memory accesses.

Keyword Spotting

Continuous-Time Analog Filters for Audio Edge Intelligence: Review on Circuit Designs

no code implementations6 Jun 2022 Kwantae Kim, Shih-Chii Liu

Edge audio devices can reduce data bandwidth requirements by pre-processing input speech on the device before transmission to the cloud.

Keyword Spotting

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