Findings of the Association for Computational Linguistics: EMNLP 2023 2023
DOI: 10.18653/v1/2023.findings-emnlp.855
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DISCO: A Large Scale Human Annotated Corpus for Disfluency Correction in Indo-European Languages

Vineet Bhat,
Preethi Jyothi,
Pushpak Bhattacharyya

Abstract: Disfluency correction (DC) is the process of removing disfluent elements like fillers, repetitions and corrections from spoken utterances to create readable and interpretable text. DC is a vital post-processing step applied to Automatic Speech Recognition (ASR) outputs, before subsequent processing by downstream language understanding tasks. Existing DC research has primarily focused on English due to the unavailability of large-scale open-source datasets. Towards the goal of multilingual disfluency correction… Show more

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