3 papers
cs.CL2021
N-Best ASR Transformer: Enhancing SLU Performance using Multiple ASR Hypotheses
Karthik Ganesan, Pakhi Bamdev, Jaivarsan B +2
Spoken Language Understanding (SLU) systems parse speech into semantic structures like dialog acts and slots. This involves the use of an Automatic Speech Recognizer (ASR) to trans…
cs.CL2015
Comparing Writing Styles using Word Embedding and Dynamic Time Warping
Abhinav Tushar, Abhinav Dahiya
The development of plot or story in novels is reflected in the content and the words used. The flow of sentiments, which is one aspect of writing style, can be quantified by analyz…
cs.NE2015
Making Sense of Hidden Layer Information in Deep Networks by Learning Hierarchical Targets
Abhinav Tushar
This paper proposes an architecture for deep neural networks with hidden layer branches that learn targets of lower hierarchy than final layer targets. The branches provide a chann…