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

Using Large Language Models to Accelerate Communication for Users with Severe Motor Impairments

no code implementations • 3 Dec 2023 • Shanqing Cai, Subhashini Venugopalan, Katie Seaver, Xiang Xiao, Katrin Tomanek, Sri Jalasutram, Meredith Ringel Morris, Shaun Kane, Ajit Narayanan, Robert L. MacDonald, Emily Kornman, Daniel Vance, Blair Casey, Steve M. Gleason, Philip Q. Nelson, Michael P. Brenner

A pilot study with 19 non-AAC participants typing on a mobile device by hand demonstrated gains in motor savings in line with the offline simulation, while introducing relatively small effects on overall typing speed.