9 citations · 19 across the 8 of their papers we have counts for
4 papers · 1 filter
Gated Low-rank Adaptation for personalized Code-Switching Automatic Speech Recognition on the low-spec devices
Gwantae Kim, Bokyeung Lee, Donghyeon Kim +1
In recent times, there has been a growing interest in utilizing personalized large models on low-spec devices, such as mobile and CPU-only devices. However, utilizing a personalize…
Discriminatory and orthogonal feature learning for noise robust keyword spotting
Donghyeon Kim, Kyungdeuk Ko, David K. Han +1
Keyword Spotting (KWS) is an essential component in a smart device for alerting the system when a user prompts it with a command. As these devices are typically constrained by comp…
Efficient dynamic filter for robust and low computational feature extraction
Donghyeon Kim, Gwantae Kim, Bokyeung Lee +3
Unseen noise signal which is not considered in a model training process is difficult to anticipate and would lead to performance degradation. Various methods have been investigated…
A Lightweight dynamic filter for keyword spotting
Donghyeon Kim, Kyungdeuk Ko, Jeonggi Kwak +2
Keyword Spotting (KWS) from speech signals is widely applied to perform fully hands-free speech recognition. The KWS network is designed as a small-footprint model so it can contin…