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Pan-Pan Jiang

2 accepted papers

2023

An Analysis of Degenerating Speech Due to Progressive Dysarthria on ASR Performance

ICASSP 2023accepted

Although personalized automatic speech recognition (ASR) models have recently been improved to recognize even severely impaired speech, model performance may degrade over time for persons with degenerating speech. The aims of this study were to (1) analyze the change of performance of ASR over time…

Cited by 0SourceScholar
2023

Speech Intelligibility Classifiers from 550k Disordered Speech Samples

ICASSP 2023accepted

We developed dysarthric speech intelligibility classifiers on 551,176 disordered speech samples contributed by a diverse set of 468 speakers, with a range of self-reported speaking disorders and rated for their overall intelligibility on a five-point scale. We trained three models following differen…

Cited by 0SourceScholar