Deep Learning for Audio Signal Processing

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Deep Learning for Audio Signal Processing

30 April 2019

Hendrik Purwins

Tuomas Virtanen

Shuo-yiin Chang

Tara N. Sainath

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Papers citing "Deep Learning for Audio Signal Processing"

10 / 60 papers shown

Title
Multi-Scale Context Aggregation by Dilated Convolutions Feng Yu V. Koltun SSeg 268 8,446 0 23 Nov 2015
Attention-Based Models for Speech Recognition J. Chorowski Dzmitry Bahdanau Dmitriy Serdyuk Kyunghyun Cho Yoshua Bengio 127 2,607 0 24 Jun 2015
A Critical Review of Recurrent Neural Networks for Sequence Learning Zachary Chase Lipton John Berkowitz Charles Elkan 91 2,345 0 29 May 2015
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 1.8K 77,196 0 18 May 2015
Joint Optimization of Masks and Deep Recurrent Neural Networks for Monaural Source Separation Po-Sen Huang Minje Kim M. Hasegawa-Johnson Paris Smaragdis 48 448 0 13 Feb 2015
Neural Machine Translation by Jointly Learning to Align and Translate Dzmitry Bahdanau Kyunghyun Cho Yoshua Bengio AIMat 560 27,311 0 01 Sep 2014
Improvements to deep convolutional neural networks for LVCSR Tara N. Sainath Brian Kingsbury Abdel-rahman Mohamed George E. Dahl G. Saon H. Soltau T. Beran Aleksandr Aravkin Bhuvana Ramabhadran 109 228 0 05 Sep 2013
Estimating Phoneme Class Conditional Probabilities from Raw Speech Signal using Convolutional Neural Networks Dimitri Palaz R. Collobert Mathew Magimai.-Doss 71 203 0 03 Apr 2013
Sequence Transduction with Recurrent Neural Networks Alex Graves 191 1,870 0 14 Nov 2012
Multi-Dimensional Recurrent Neural Networks Alex Graves Santiago Fernández Jürgen Schmidhuber 506 310 0 14 May 2007