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Pooja Chitkara

2 accepted papers

2022

Towards Measuring Fairness in Speech Recognition: Casual Conversations Dataset Transcriptions

ICASSP 2022accepted

The problem of machine learning systems demonstrating bias towards specific groups of individuals has been studied extensively, particularly in the Facial Recognition area, but much less so in Automatic Speech Recognition (ASR). This paper presents initial Speech Recognition results on “Casual Conve…

Cited by 53SourceScholar
2021

Noise Robust Named Entity Understanding for Voice Assistants

NAACL 2021industry

Named Entity Recognition (NER) and Entity Linking (EL) play an essential role in voice assistant interaction, but are challenging due to the special difficulties associated with spoken user queries. In this paper, we propose a novel architecture that jointly solves the NER and EL tasks by combining…

Cited by 5SourcePDFScholar