Jimmy Tobin

According to our database, Jimmy Tobin authored at least 10 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Towards a Single ASR Model That Generalizes to Disordered Speech.

Jimmy Tobin, Katrin Tomanek, Subhashini Venugopalan

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

Speech Recognition with LLMs Adapted to Disordered Speech Using Reinforcement Learning.

Chirag Nagpal, Subhashini Venugopalan, Jimmy Tobin, Marilyn A. Ladewig, Katherine A. Heller, Katrin Tomanek

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

2024

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

Pan-Pan Jiang, Jimmy Tobin, Katrin Tomanek, Robert L. MacDonald, Katie Seaver, Richard Cave, Marilyn A. Ladewig, Rus Heywood, Jordan R. Green

Proceedings of the 25th Annual Conference of the International Speech Communication Association, 2024

Large Language Models As A Proxy For Human Evaluation In Assessing The Comprehensibility Of Disordered Speech Transcription.

Katrin Tomanek, Jimmy Tobin, Subhashini Venugopalan, Richard Cave, Katie Seaver, Jordan R. Green, Rus Heywood

Proceedings of the IEEE International Conference on Acoustics, 2024

2023

Speech Intelligibility Classifiers from 550k Disordered Speech Samples.

Subhashini Venugopalan, Jimmy Tobin, Samuel J. Yang, Katie Seaver, Richard J. N. Cave, Pan-Pan Jiang, Neil Zeghidour, Rus Heywood, Jordan R. Green, Michael P. Brenner

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

Assessing ASR Model Quality on Disordered Speech using BERTScore.

Jimmy Tobin, Qisheng Li, Subhashini Venugopalan, Katie Seaver, Richard Cave, Katrin Tomanek

CoRR, 2022

Personalized Automatic Speech Recognition Trained on Small Disordered Speech Datasets.

Jimmy Tobin, Katrin Tomanek

Proceedings of the IEEE International Conference on Acoustics, 2022

2021

Comparing Supervised Models and Learned Speech Representations for Classifying Intelligibility of Disordered Speech on Selected Phrases.

Subhashini Venugopalan, Joel Shor, Manoj Plakal, Jimmy Tobin, Katrin Tomanek, Jordan R. Green, Michael P. Brenner

Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

Disordered Speech Data Collection: Lessons Learned at 1 Million Utterances from Project Euphonia.

Robert L. MacDonald, Pan-Pan Jiang, Julie Cattiau, Rus Heywood, Richard Cave, Katie Seaver, Marilyn A. Ladewig, Jimmy Tobin, Michael P. Brenner, Philip C. Nelson, Jordan R. Green, Katrin Tomanek

Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

Automatic Speech Recognition of Disordered Speech: Personalized Models Outperforming Human Listeners on Short Phrases.

Jordan R. Green, Robert L. MacDonald, Pan-Pan Jiang, Julie Cattiau, Rus Heywood, Richard Cave, Katie Seaver, Marilyn A. Ladewig, Jimmy Tobin, Michael P. Brenner, Philip C. Nelson, Katrin Tomanek

Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021