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Towards Measuring Fairness in Speech Recognition: Casual Conversations Dataset Transcriptions



Chunxi Liu , Michael Picheny , Leda Sarı , Pooja Chitkara , Alex Xiao , Xiaohui Zhang , Mark Chou , Andres Alvarado , Caner Hazirbas , Yatharth Saraf

* Submitted to ICASSP 2022. Our dataset will be publicly available at (https://ai.facebook.com/datasets/casual-conversations-downloads) for general use. We also would like to note that considering the limitations of our dataset, we limit the use of it for only evaluation purposes (see license agreement) 

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Accent-Robust Automatic Speech Recognition Using Supervised and Unsupervised Wav2vec Embeddings



Jialu Li , Vimal Manohar , Pooja Chitkara , Andros Tjandra , Michael Picheny , Frank Zhang , Xiaohui Zhang , Yatharth Saraf

* Submitted to ICASSP 2022 

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Using Pause Information for More Accurate Entity Recognition



Sahas Dendukuri , Pooja Chitkara , Joel Ruben Antony Moniz , Xiao Yang , Manos Tsagkias , Stephen Pulman

* Accepted at the 3rd Workshop on NLP for Conversational AI (EMNLP 2021) 

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Topic Spotting using Hierarchical Networks with Self Attention



Pooja Chitkara , Ashutosh Modi , Pravalika Avvaru , Sepehr Janghorbani , Mubbasir Kapadia

* 5+2 Pages, Accepted at NAACL 2019 

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