Enforcing one transcription convention as ground truth in ASR commits epistemic injustice against speakers with aphasia, as shown by varying WER on AphasiaBank data, leading to the proposal of WER-Range across legitimate conventions.
N., Fornaciari, T., Hovy, D., Paun, S., Plank, B., and Poesio, M.Learning from disagreement: A survey.Journal of Artificial Intelligence Research 72(2021), 1385–1470
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Beyond Single Ground Truth: Reference Monism as Epistemic Injustice in ASR Evaluation
Enforcing one transcription convention as ground truth in ASR commits epistemic injustice against speakers with aphasia, as shown by varying WER on AphasiaBank data, leading to the proposal of WER-Range across legitimate conventions.