word-error-rate

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#word-error-rate

Voice agents in noisy environments

Reddit r/AI_Agents · 2d ago

A speech company trained a model that cancels noise and identifies the primary speaker, achieving 50% lower word error rate on leading ASR models in noisy environments.

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#word-error-rate

Beyond Single Ground Truth: Reference Monism as Epistemic Injustice in ASR Evaluation

arXiv cs.CL · 2026-05-11 Cached

This paper critiques the use of single-reference ground truth in ASR evaluation, arguing it causes epistemic injustice for speakers with aphasia. It proposes a new metric, Epistemic Injustice Distance, and advocates for WER-Range to account for diverse transcription conventions.

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