This page is simply intended to include some research samples, but please keep in mind that it is neither meant to be up to date, nor comprehensive (e.g. a 2020 paper might be listed, but not a related 2019 paper). So if you are looking for something research-related, please feel free to contact me.

• J d’Eon (∗),SH Dumpala (∗),CS Sastry (∗), D Oore,S Oore “Musical Speech: A Transformer-based Composition Tool”, NeurIPS Demonstration and Competition Track, Proceedings of Machine Learning Research (PMLR), Volume 133, 2021, Outstanding Demonstration Award (Runner-up)
• SH Dumpala, S Rempel, K Dikaios, M Sajjadian, R Uher, S Oore, “Estimating Severity of Depression from Acoustic Features and Embeddings of Natural Speech”,IEEE ICASSP 2021
• SH Dumpala, S Oore, “Learning to Model Prosodic and Spectral Features for Non-parallel Emotive Speech Conversion”, CanAI 2021
• CS Sastry, S Oore, Detecting Out-of-Distribution Examples with Gram Matrices,ICML 2020, in PMLR, Volume 119, 2020
• AGC Pacheco, CS Sastry, T Trappenberg, S Oore, R Krohling, “On Out-of-Distribution Detection Algorithms with Deep NeuralSkin Cancer Classifiers”,CVPR 2020, ISIC Workshop on Skin Image Analysis, Best Paper Award
• N Meade (*), N Barreyre (*), SC Lowe, S Oore, Exploring Conditioning for Generative Music Systems with Human-Interpretable Controls, ICCC 2019
• S Huang, Q Li, C Anil, X Bao, S Oore, RB Grosse,TimbreTron: A WaveNet(CycleGAN(CQT(Audio))) Pipeline for Musical Timbre Transfer, ICLR 2019
• M Bretan, S Oore, S Sanan, L Heck, Robot Learning by Collaborative Network Training: A Self-Supervised Method using Ranking, AAMAS 2019
• S Oore, I Simon, S Dieleman, D Eck, K Simonyan, “ThisTime with Feeling: Learning Expressive Musical Performance”,Special Issue of Neural Computing and Applications, Volume 32, Number 4, November 2018
• C Hawthorne, E Elsen, J Song, A Roberts, I Simon, C Raffel, J Engel, S Oore, D Eck, “Onsets and Frames: Dual-Objective Piano Transcription”, ISMIR 2018
• A Roberts, J Engel, S Oore, D Eck, “Learning Latent Representations of Music to Generate Interactive Musical Palettes”, Workshop on Intelligent Music Interfaces, IUI 2018
• M Bretan, S Oore, J Engel, D Eck, L Heck, Deep Music: Towards Musical Dialogue, AAAI 2017, Honorable Mention for Best Technical Demonstration, [paper, video]

• This is a list of placeholders; we are currently building individual project pages for some of these projects and others not yet listed. Until then, if you require any information about any of these projects please feel free to contact me.
• Deep Neural Networks for Controlling Music Generation
• Monitoring Mental Health from Acoustic Speech
• Music Understanding with Machine Learning
• Out-of-Distribution Detection
• Learning Interfaces & Performance Spaces
• Interfaces for Multimedia Authoring
• Virtual Puppetry-- Interactive Graphical Control (past)
• Eye-tracking Interface (past)
• SLAM before SLAM (very past)