3 citations · 3 across the 1 of their papers we have counts for
3 papers
Improved Robust ASR for Social Robots in Public Spaces
Charles Jankowski, Vishwas Mruthyunjaya, Ruixi Lin
Social robots deployed in public spaces present a challenging task for ASR because of a variety of factors, including noise SNR of 20 to 5 dB. Existing ASR models perform well for…
Multi-Layer Ensembling Techniques for Multilingual Intent Classification
Charles Costello, Ruixi Lin, Vishwas Mruthyunjaya +2
In this paper we determine how multi-layer ensembling improves performance on multilingual intent classification. We develop a novel multi-layer ensembling approach that ensembles…
Enhancing Chinese Intent Classification by Dynamically Integrating Character Features into Word Embeddings with Ensemble Techniques
Ruixi Lin, Charles Costello, Charles Jankowski
Intent classification has been widely researched on English data with deep learning approaches that are based on neural networks and word embeddings. The challenge for Chinese inte…