Title
Speech Dereverberation with Context-aware Recurrent Neural Networks.
Abstract
In this paper, we propose a model to perform speech dereverberation by estimating its spectral magnitude from the reverberant counterpart. Our models are capable of extracting features that take into account both short- and long-term dependencies in the signal through a convolutional encoder (which extracts features from a short, bounded context of frames) and a recurrent neural network for extrac...
Year
DOI
Venue
2018
10.1109/TASLP.2018.2821899
IEEE/ACM Transactions on Audio, Speech, and Language Processing
Keywords
DocType
Volume
Speech,Context modeling,Speech enhancement,Reverberation,Time-frequency analysis,Feature extraction,Convolution
Journal
26
Issue
ISSN
Citations 
7
2329-9290
1
PageRank 
References 
Authors
0.36
21
2
Name
Order
Citations
PageRank
João Felipe Santos1708.21
Tiago H. Falk252565.20