The paper introduces a subjective-objective evaluation framework using Best Worst Scaling and a novel dual-reference distributional measure to better assess intelligibility versus speaker identity trade-offs in TTS voice reconstruction.
Good practices for evaluation of synthesized speech,
3 Pith papers cite this work. Polarity classification is still indexing.
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Pith papers citing it
years
2026 3verdicts
UNVERDICTED 3representative citing papers
Adversarial optimization decouples UTMOS predictions from perceived speech quality in multiple input spaces, exposing failure modes of this widely used SQA model.
An experiment shows humans detect fully synthetic speech below chance but exhibit implicit discrimination via quality ratings in a localization task with trust cue manipulations.
citing papers explorer
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Attacking UTMOS: Probing the Robustness of a Speech Quality Assessment Model
Adversarial optimization decouples UTMOS predictions from perceived speech quality in multiple input spaces, exposing failure modes of this widely used SQA model.