19 citations
3 papers
cs.CL2017★ 19 cited
On the Relevance of Auditory-Based Gabor Features for Deep Learning in Automatic Speech Recognition
Angel Mario Castro Martinez, Sri Harish Mallidi, Bernd T. Meyer
Previous studies support the idea of merging auditory-based Gabor features with deep learning architectures to achieve robust automatic speech recognition, however, the cause behin…
stat.ML2017★ 2 cited
Truncated Variational EM for Semi-Supervised Neural Simpletrons
Dennis Forster, Jörg Lücke
Inference and learning for probabilistic generative networks is often very challenging and typically prevents scalability to as large networks as used for deep discriminative appro…
cs.SD2015
Online Monaural Speech Enhancement Based on Periodicity Analysis and A Priori SNR Estimation
Zhangli Chen, Volker Hohmann
This paper describes an online algorithm for enhancing monaural noisy speech. Firstly, a novel phase-corrected low-delay gammatone filterbank is derived for signal subband decompos…