3 papers
cs.CL2023
Position Matters! Empirical Study of Order Effect in Knowledge-grounded Dialogue
Hsuan Su, Shachi H Kumar, Sahisnu Mazumder +7
With the power of large pretrained language models, various research works have integrated knowledge into dialogue systems. The traditional techniques treat knowledge as part of th…
eess.AS2020
Utterance-level Intent Recognition from Keywords
Wenda Chen, Jonathan Huang, Mark Hasegawa-Johnson
This paper focuses on wake on intent (WOI) techniques for platforms with limited compute and memory. Our approach of utterance-level intent classification is based on a sequence of…
eess.AS2020
Length- and Noise-aware Training Techniques for Short-utterance Speaker Recognition
Wenda Chen, Jonathan Huang, Tobias Bocklet
Speaker recognition performance has been greatly improved with the emergence of deep learning. Deep neural networks show the capacity to effectively deal with impacts of noise and…