Publications

2024

Deep Learning Approaches for Sung Vowel Classification

Patrick Donnelly, Parker Carlson
Evolutionary and Biologically Inspired Music, Sound, Art and Design 2024(Paper)(Slides)(Cite)

Generating Smooth Mood-Dynamic Playlists with Audio Features and KNN

Patrick Donnelly, Shaurya Gaur
Evolutionary and Biologically Inspired Music, Sound, Art and Design 2024(Paper)(Slides)(Cite)

2023

Learning Affective Responses to Music from Social Media Discourse

Patrick Donnelly, Aidan Beery
Practical Solutions for Diverse Real-World NLP Applications 2023(Paper)(Cite)

Transposition of Simple Waveforms from Raw Audio with Deep Learning

Patrick Donnelly, Parker Carlson
Evolutionary and Biologically Inspired Music, Sound, Art and Design 2023(Paper)(Slides)(Cite)

2022

Predicting Music Emotion from Social Media Discourse

Patrick Donnelly, Aidan Beery
Natural Language and Speech Processing 2022(Paper)(Slides)(Cite)

Concatenative Phonetic Synthesis for the Proto-Indo-European Language

Patrick Donnelly
Natural Language and Speech Processing 2022(Paper)(Slides)(Demo)(Cite)

Identifying Sentiment from Crowd Audio

Patrick Donnelly, Alex Prestwich
Frontiers of Signal Processing 2022(Paper)(Cite)

Transcription of Audio to MIDI Using Deep Learning

Patrick Donnelly, Victoria Ebert
International Conference on Frontiers of Signal Processing 2022(Paper)(Slides)(Cite)

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

Patrick Donnelly, Orion Junkins
Frontiers of Signal Processing 2022(Paper)(Slides)(Cite)

Mood Dynamic Playlist: Interpolating a Musical Path between Emotions using a KNN Algorithm

Patrick Donnelly, Shaurya Gaur
Human Interaction & Emerging Technologies: Artificial Intelligence & Future Application 2022(Paper)(Slides)(Cite)

Theses