Maarten Versteegh

A deep scattering spectrum - Deep Siamese network pipeline for unsupervised acoustic modeling

Recent work has explored deep architectures for learning acoustic features in an unsupervised or weakly-supervised way for phone recognition. Here we investigate the role of the input features, and in particular we test whether standard mel-scaled filterbanks could be replaced by inherently richer r…