2 papers
eess.AS2021
Sound Event Detection in Urban Audio With Single and Multi-Rate PCEN
Christopher Ick, Brian McFee
Recent literature has demonstrated that the use of per-channel energy normalization (PCEN), has significant performance improvements over traditional log-scaled mel-frequency spect…
cs.LG2020
Learning a Lie Algebra from Unlabeled Data Pairs
Christopher Ick, Vincent Lostanlen
Deep convolutional networks (convnets) show a remarkable ability to learn disentangled representations. In recent years, the generalization of deep learning to Lie groups beyond ri…