Patrick J. Donnelly

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 19

Top Topics

Top Venues

Publications

Parker Carlson, Patrick J. Donnelly
Deep Learning Approaches for Sung Vowel Classification. EvoMUSART (2024)
Shaurya Gaur, Patrick J. Donnelly
Generating Smooth Mood-Dynamic Playlists with Audio Features and KNN. EvoMUSART (2024)
Patrick J. Donnelly, Parker Carlson
Transposition of Simple Waveforms from Raw Audio with Deep Learning. EvoMUSART@EvoStar (2023)
Patrick J. Donnelly, Victoria Ebert
Transcription of Audio to MIDI Using Deep Learning. ICFSP (2022)
Patrick J. Donnelly, Alex Prestwich
Identifying Sentiment from Crowd Audio. ICFSP (2022)
Patrick J. Donnelly, Daniel De Leon, David K. Mellinger
Detecting Ultrasonic Harbor Porpoise Clicks with Hetrodyning and Teager-Kaiser Energy Operator. ICFSP (2022)
Patrick J. Donnelly, Orion Junkins
Short-Term River Forecasting with a Stacked Ensemble of Tributary Models. ICFSP (2022)
Emily Jensen, Meghan Dale, Patrick J. Donnelly, Cathlyn Stone, Sean Kelly, Amanda Godley, Sidney K. D'Mello
Toward Automated Feedback on Teacher Discourse to Enhance Teacher Learning. CHI (2020)
Cathlyn Stone, Patrick J. Donnelly, Meghan Dale, Sarah Capello, Sean Kelly, Amanda Godley, Sidney K. D'Mello
Utterance-level Modeling of Indicators of Engaging Classroom Discourse. EDM (2019)
Patrick J. Donnelly, Nathaniel Blanchard, Andrew McGregor Olney, Sean Kelly, Martin Nystrand, Sidney K. D'Mello
Words matter: automatic detection of teacher questions in live classroom discourse using linguistics, acoustics, and context. LAK (2017)
Angela Stewart, Nigel Bosch, Huili Chen, Patrick J. Donnelly, Sidney K. D'Mello
Face Forward: Detecting Mind Wandering from Video During Narrative Film Comprehension. AIED (2017)
Andrew Olney, Borhan Samei, Patrick J. Donnelly, Sidney D'Mello
Assessing the Dialogic Properties of Classroom Discourse: Proportion Models for Imbalanced Classes. EDM (2017)
Nathaniel Blanchard, Patrick J. Donnelly, Andrew Olney, Borhan Samei, Sean Kelly, Xiaoyi Sun, Brooke Ward, Martin Nystrand, Sidney K. D'Mello
Semi-Automatic Detection of Teacher Questions from Human-Transcripts of Audio in Live Classrooms. EDM (2016)
Patrick J. Donnelly, Nathan Blanchard, Borhan Samei, Andrew McGregor Olney, Xiaoyi Sun, Brooke Ward, Sean Kelly, Martin Nystrand, Sidney K. D'Mello
Automatic Teacher Modeling from Live Classroom Audio. UMAP (2016)
Patrick J. Donnelly, Nathaniel Blanchard, Borhan Samei, Andrew McGregor Olney, Xiaoyi Sun, Brooke Ward, Sean Kelly, Martin Nystrand, Sidney K. D'Mello
Multi-sensor modeling of teacher instructional segments in live classrooms. ICMI (2016)
Angela Stewart, Nigel Bosch, Huili Chen, Patrick J. Donnelly, Sidney K. D'Mello
Where's Your Mind At?: Video-Based Mind Wandering Detection During Film Viewing. UMAP (2016)
Nathaniel Blanchard, Patrick J. Donnelly, Andrew McGregor Olney, Borhan Samei, Brooke Ward, Xiaoyi Sun, Sean Kelly, Martin Nystrand, Sidney K. D'Mello
Identifying Teacher Questions Using Automatic Speech Recognition in Classrooms. SIGDIAL Conference (2016)
Stephen Hutt, Caitlin Mills, Shelby White, Patrick J. Donnelly, Sidney K. D'Mello
The Eyes Have It: Gaze-based Detection of Mind Wandering during Learning with an Intelligent Tutoring System. EDM (2016)
Patrick J. Donnelly, John W. Sheppard
Cross-Dataset Validation of Feature Sets in Musical Instrument Classification. ICDM Workshops (2015)
Patrick J. Donnelly, John W. Sheppard
Clustering Spectral Filters for Extensible Feature Extraction in Musical Instrument Classification. FLAIRS Conference (2014)
Patrick J. Donnelly, John W. Sheppard
Classification of Musical Timbre Using Bayesian Networks. Comput. Music. J. 37 (4) (2013)
Patrick J. Donnelly, John W. Sheppard
Evolving Four-Part Harmony Using Genetic Algorithms. EvoApplications (2) (2011)