2 papers
eess.AS2026
ImKWS: Test-Time Adaptation for Keyword Spotting with Class Imbalance
Hanyu Ding, Yang Xiao, Jiaheng Dong +1
Keyword spotting (KWS) identifies words for voice assistants, but environmental noise frequently reduces accuracy. Standard adaptation fixes this issue and strictly requires origin…
cs.SD2025
Keyword Mamba: Spoken Keyword Spotting with State Space Models
Hanyu Ding, Wenlong Dong, Qirong Mao
Keyword spotting (KWS) is an essential task in speech processing. It is widely used in voice assistants and smart devices. Deep learning models like CNNs, RNNs, and Transformers ha…