Learnings from curating a trustworthy, well-annotated, and useful dataset of disordered English speech

no code implementations • 13 Sep 2024 • Pan-Pan Jiang, Jimmy Tobin, Katrin Tomanek, Robert L. MacDonald, Katie Seaver, Richard Cave, Marilyn Ladewig, Rus Heywood, Jordan R. Green

Project Euphonia, a Google initiative, is dedicated to improving automatic speech recognition (ASR) of disordered speech.

Automatic Speech Recognition Automatic Speech Recognition (ASR) +2

Speech Intelligibility Classifiers from 550k Disordered Speech Samples

no code implementations • 13 Mar 2023 • Subhashini Venugopalan, Jimmy Tobin, Samuel J. Yang, Katie Seaver, Richard J. N. Cave, Pan-Pan Jiang, Neil Zeghidour, Rus Heywood, Jordan Green, Michael P. Brenner

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.