133 citations · 144 across the 3 of their papers we have counts for
3 papers
Simple, Fast, Accurate Intent Classification and Slot Labeling for Goal-Oriented Dialogue Systems
Arshit Gupta, John Hewitt, Katrin Kirchhoff
With the advent of conversational assistants, like Amazon Alexa, Google Now, etc., dialogue systems are gaining a lot of traction, especially in industrial setting. These systems t…
Self-Attention Networks for Connectionist Temporal Classification in Speech Recognition
Julian Salazar, Katrin Kirchhoff, Zhiheng Huang
The success of self-attention in NLP has led to recent applications in end-to-end encoder-decoder architectures for speech recognition. Separately, connectionist temporal classific…
Multi-stream Network With Temporal Attention For Environmental Sound Classification
Xinyu Li, Venkata Chebiyyam, Katrin Kirchhoff
Environmental sound classification systems often do not perform robustly across different sound classification tasks and audio signals of varying temporal structures. We introduce…