2 papers
cs.SD2023
Understanding temporally weakly supervised training: A case study for keyword spotting
Heinrich Dinkel, Weiji Zhuang, Zhiyong Yan +3
The currently most prominent algorithm to train keyword spotting (KWS) models with deep neural networks (DNNs) requires strong supervision i.e., precise knowledge of the spoken key…
cs.SD2023
Unified Keyword Spotting and Audio Tagging on Mobile Devices with Transformers
Heinrich Dinkel, Yongqing Wang, Zhiyong Yan +2
Keyword spotting (KWS) is a core human-machine-interaction front-end task for most modern intelligent assistants. Recently, a unified (UniKW-AT) framework has been proposed that ad…