Patrick J. Donnelly

According to our database, Patrick J. Donnelly authored at least 22 papers between 2011 and 2024.

Collaborative distances:

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

2024

Generating Smooth Mood-Dynamic Playlists with Audio Features and KNN.

Shaurya Gaur, Patrick J. Donnelly

Proceedings of the Artificial Intelligence in Music, Sound, Art and Design, 2024

Deep Learning Approaches for Sung Vowel Classification.

Parker Carlson, Patrick J. Donnelly

Proceedings of the Artificial Intelligence in Music, Sound, Art and Design, 2024

2023

Transposition of Simple Waveforms from Raw Audio with Deep Learning.

Patrick J. Donnelly, Parker Carlson

Proceedings of the Artificial Intelligence in Music, Sound, Art and Design, 2023

2022

Identifying Sentiment from Crowd Audio.

Patrick J. Donnelly, Alex Prestwich

Proceedings of the 7th International Conference on Frontiers of Signal Processing, 2022

Detecting Ultrasonic Harbor Porpoise Clicks with Hetrodyning and Teager-Kaiser Energy Operator.

Patrick J. Donnelly, Daniel De Leon, David K. Mellinger

Proceedings of the 7th International Conference on Frontiers of Signal Processing, 2022

Short-Term River Forecasting with a Stacked Ensemble of Tributary Models.

Patrick J. Donnelly, Orion Junkins

Proceedings of the 7th International Conference on Frontiers of Signal Processing, 2022

Transcription of Audio to MIDI Using Deep Learning.

Patrick J. Donnelly, Victoria Ebert

Proceedings of the 7th International Conference on Frontiers of Signal Processing, 2022

2020

Toward Automated Feedback on Teacher Discourse to Enhance Teacher Learning.

Emily Jensen, Meghan Dale, Patrick J. Donnelly, Cathlyn Stone, Sean Kelly, Amanda Godley, Sidney K. D'Mello

Proceedings of the CHI '20: CHI Conference on Human Factors in Computing Systems, 2020

2019

Utterance-level Modeling of Indicators of Engaging Classroom Discourse.

Cathlyn Stone, Patrick J. Donnelly, Meghan Dale, Sarah Capello, Sean Kelly, Amanda Godley, Sidney K. D'Mello

Proceedings of the 12th International Conference on Educational Data Mining, 2019

2017

Words matter: automatic detection of teacher questions in live classroom discourse using linguistics, acoustics, and context.

Patrick J. Donnelly, Nathaniel Blanchard, Andrew McGregor Olney, Sean Kelly, Martin Nystrand, Sidney K. D'Mello

Proceedings of the Seventh International Learning Analytics & Knowledge Conference, 2017

Assessing the Dialogic Properties of Classroom Discourse: Proportion Models for Imbalanced Classes.

Andrew Olney, Borhan Samei, Patrick J. Donnelly, Sidney D'Mello

Proceedings of the 10th International Conference on Educational Data Mining, 2017

Face Forward: Detecting Mind Wandering from Video During Narrative Film Comprehension.

Angela Stewart, Nigel Bosch, Huili Chen, Patrick J. Donnelly, Sidney K. D'Mello

Proceedings of the Artificial Intelligence in Education - 18th International Conference, 2017

2016

Where's Your Mind At?: Video-Based Mind Wandering Detection During Film Viewing.

Angela Stewart, Nigel Bosch, Huili Chen, Patrick J. Donnelly, Sidney K. D'Mello

Proceedings of the 2016 Conference on User Modeling Adaptation and Personalization, 2016

Automatic Teacher Modeling from Live Classroom Audio.

Patrick J. Donnelly, Nathan Blanchard, Borhan Samei, Andrew McGregor Olney, Xiaoyi Sun, Brooke Ward, Sean Kelly, Martin Nystrand, Sidney K. D'Mello

Proceedings of the 2016 Conference on User Modeling Adaptation and Personalization, 2016

Identifying Teacher Questions Using Automatic Speech Recognition in Classrooms.

Nathaniel Blanchard, Patrick J. Donnelly, Andrew McGregor Olney, Borhan Samei, Brooke Ward, Xiaoyi Sun, Sean Kelly, Martin Nystrand, Sidney K. D'Mello

Proceedings of the SIGDIAL 2016 Conference, 2016

Multi-sensor modeling of teacher instructional segments in live classrooms.

Patrick J. Donnelly, Nathaniel Blanchard, Borhan Samei, Andrew McGregor Olney, Xiaoyi Sun, Brooke Ward, Sean Kelly, Martin Nystrand, Sidney K. D'Mello

Proceedings of the 18th ACM International Conference on Multimodal Interaction, 2016

The Eyes Have It: Gaze-based Detection of Mind Wandering during Learning with an Intelligent Tutoring System.

Stephen Hutt, Caitlin Mills, Shelby White, Patrick J. Donnelly, Sidney K. D'Mello

Proceedings of the 9th International Conference on Educational Data Mining, 2016

Semi-Automatic Detection of Teacher Questions from Human-Transcripts of Audio in Live Classrooms.

Nathaniel Blanchard, Patrick J. Donnelly, Andrew Olney, Borhan Samei, Sean Kelly, Xiaoyi Sun, Brooke Ward, Martin Nystrand, Sidney K. D'Mello

Proceedings of the 9th International Conference on Educational Data Mining, 2016

2015

Cross-Dataset Validation of Feature Sets in Musical Instrument Classification.

Patrick J. Donnelly, John W. Sheppard

Proceedings of the IEEE International Conference on Data Mining Workshop, 2015

2014

Clustering Spectral Filters for Extensible Feature Extraction in Musical Instrument Classification.

Patrick J. Donnelly, John W. Sheppard

Proceedings of the Twenty-Seventh International Florida Artificial Intelligence Research Society Conference, 2014

2013

Classification of Musical Timbre Using Bayesian Networks.

Patrick J. Donnelly, John W. Sheppard

Comput. Music. J., 2013

2011

Evolving Four-Part Harmony Using Genetic Algorithms.

Patrick J. Donnelly, John W. Sheppard

Proceedings of the Applications of Evolutionary Computation, 2011