Publications

@inproceedings{Peachey2025,

title = {Evaluating Low-Dimensional Latent Representations as a Creative Interface for Digital Synthesizers},

author = {Matthew Peachey and Sageev Oore and Joseph Malloch},

url = {https://zenodo.org/records/16946459},

year  = {2025},

date = {2025-09-10},

urldate = {2025-09-10},

booktitle = {The Conference on AI Music Creativity (AIMC)},

keywords = {continuous interaction, continuous-interaction-and-machine-learning, machine learning, music},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Peachey2023,

title = {Creating Latent Representations of Synthesizer Patches using Variational Autoencoders},

author = {Matthew Peachey and Sageev Oore and Joseph Malloch},

url = {https://ieeexplore.ieee.org/document/10335466},

year  = {2023},

date = {2023-10-26},

urldate = {2023-10-26},

booktitle = {Proceedings of the 4th International Symposium on the Internet of Sounds (IS2)},

address = {Pisa, Italy},

keywords = {continuous-interaction-and-machine-learning, machine learning, music},

pubstate = {published},

tppubtype = {inproceedings}

}