Jimmy Tobin

4 papers · 2021–2024 · 1 venue · across top CS/AI venues

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Achievements

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🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (10) 🐣 Hot Topic Early Bird

Venues

Interspeech (4)

Top co-authors

Katrin Tomanek (4) Katie Seaver (3) Jordan R. Green (3) Rus Heywood (3) Michael P. Brenner (3) Richard Cave (3) Pan-Pan Jiang (3) Philip C. Nelson (2) Robert L. MacDonald (2) Marilyn A. Ladewig (2)

Research topics

Speech & Audio (4) Recognition (4) Machine Learning (3) Application Areas (2) Deep Learning (1) Healthcare & Medicine (1) Architectures (1) Clinical (1) Core Methods (1) Learning Types · Deep Learning (1) Learning Types · Machine Learning (1)

Keywords

disordered speech (3) speech recognition (2) speech corpus (2) automatic speech recognition (2) personalized model (1) speech embedding (1) speech representation (1) word error rate (1) speaker adaptation (1) transcript correction (1) speech data (1) encoder embedding (1) speech impairment (1) representation learning (1) intelligibility classification (1) data annotation (1) speech intelligibility (1) convolutional neural network (1)

Papers

Learnings from curating a trustworthy, well-annotated, and useful dataset of disordered English speech Interspeech 2024 Automatic Speech Recognition of Disordered Speech: Personalized Models Outperforming Human Listeners on Short Phrases Interspeech 2021 Comparing Supervised Models and Learned Speech Representations for Classifying Intelligibility of Disordered Speech on Selected Phrases Interspeech 2021 Disordered Speech Data Collection: Lessons Learned at 1 Million Utterances from Project Euphonia Interspeech 2021