Search Results for author: Abhinav Tushar

Found 3 papers, 1 papers with code

N-Best ASR Transformer: Enhancing SLU Performance using Multiple ASR Hypotheses

1 code implementation ACL 2021 Karthik Ganesan, Pakhi Bamdev, Jaivarsan B, Amresh Venugopal, Abhinav Tushar

In our work, we test our hypothesis by using concatenated N-best ASR alternatives as the input to transformer encoder models, namely BERT and XLM-RoBERTa, and achieve performance equivalent to the prior state-of-the-art model on DSTC2 dataset.

Spoken Language Understanding

Comparing Writing Styles using Word Embedding and Dynamic Time Warping

no code implementations5 Nov 2015 Abhinav Tushar, Abhinav Dahiya

The development of plot or story in novels is reflected in the content and the words used.

Dynamic Time Warping

Making Sense of Hidden Layer Information in Deep Networks by Learning Hierarchical Targets

no code implementations3 May 2015 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.

General Classification text-classification +1

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