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Patrick J. Donnelly

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2020 – today

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2024
[c21]
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Parker Carlson, Patrick J. Donnelly:
Deep Learning Approaches for Sung Vowel Classification. EvoMUSART 2024: 67-83
[c20]
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Shaurya Gaur, Patrick J. Donnelly:
Generating Smooth Mood-Dynamic Playlists with Audio Features and KNN. EvoMUSART 2024: 162-178
2023
[c19]
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Patrick J. Donnelly, Parker Carlson:
Transposition of Simple Waveforms from Raw Audio with Deep Learning. EvoMUSART@EvoStar 2023: 341-356
2022
[c18]
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Patrick J. Donnelly, Alex Prestwich:
Identifying Sentiment from Crowd Audio. ICFSP 2022: 64-69
[c17]
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Patrick J. Donnelly, Victoria Ebert:
Transcription of Audio to MIDI Using Deep Learning. ICFSP 2022: 130-135
[c16]
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Patrick J. Donnelly, Daniel De Leon, David K. Mellinger:
Detecting Ultrasonic Harbor Porpoise Clicks with Hetrodyning and Teager-Kaiser Energy Operator. ICFSP 2022: 142-146
[c15]
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Patrick J. Donnelly, Orion Junkins:
Short-Term River Forecasting with a Stacked Ensemble of Tributary Models. ICFSP 2022: 189-193
2020
[c14]
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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: 1-13

2010 – 2019

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2019
[c13]
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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
2017
[c12]
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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: 359-370
[c11]
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Andrew Olney, Borhan Samei, Patrick J. Donnelly, Sidney D'Mello:
Assessing the Dialogic Properties of Classroom Discourse: Proportion Models for Imbalanced Classes. EDM 2017
[c10]
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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: 218-227
2016
[c9]
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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: 86-93
[c8]
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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: 288-291
[c7]
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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: 177-184
[c6]
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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: 191-201
[c5]
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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: 45-53
[c4]
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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: 295-296
2015
[c3]
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Patrick J. Donnelly, John W. Sheppard:
Cross-Dataset Validation of Feature Sets in Musical Instrument Classification. ICDM Workshops 2015: 94-101
2014
[c2]
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Patrick J. Donnelly, John W. Sheppard:
Clustering Spectral Filters for Extensible Feature Extraction in Musical Instrument Classification. FLAIRS 2014
2013
[j1]
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Patrick J. Donnelly, John W. Sheppard:
Classification of Musical Timbre Using Bayesian Networks. Comput. Music. J. 37(4): 70-86 (2013)
2011
[c1]
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Patrick J. Donnelly, John W. Sheppard:
Evolving Four-Part Harmony Using Genetic Algorithms. EvoApplications (2) 2011: 273-282

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