CNN-LSTM models for Multi-Speaker Source Separation using Bayesian Hyper Parameter Optimization

19 December 2019

Papers citing "CNN-LSTM models for Multi-Speaker Source Separation using Bayesian Hyper Parameter Optimization"

13 / 13 papers shown

Title
Memory Time Span in LSTMs for Multi-Speaker Source Separation Jeroen Zegers Hugo Van hamme 15 5 0 24 Aug 2018
Multi-scenario deep learning for multi-speaker source separation Jeroen Zegers Hugo Van hamme 18 3 0 24 Aug 2018
TasNet: time-domain audio separation network for real-time, single-channel speech separation Yi Luo N. Mesgarani 64 626 0 01 Nov 2017
Speaker-independent Speech Separation with Deep Attractor Network Yi Luo Zhuo Chen N. Mesgarani 36 247 0 12 Jul 2017
Multi-talker Speech Separation with Utterance-level Permutation Invariant Training of Deep Recurrent Neural Networks Morten Kolbaek Dong Yu Zheng-Hua Tan Jesper Jensen 55 725 0 18 Mar 2017
Single-Channel Multi-Speaker Separation using Deep Clustering Y. Isik Jonathan Le Roux Zhuo Chen Shinji Watanabe J. Hershey 62 430 0 07 Jul 2016
TensorFlow: Large-Scale Machine Learning on Heterogeneous Distributed Systems Martín Abadi Ashish Agarwal P. Barham E. Brevdo Zhiwen Chen ... Pete Warden Martin Wattenberg Martin Wicke Yuan Yu Xiaoqiang Zheng 218 11,135 0 14 Mar 2016
Efficient Character-level Document Classification by Combining Convolution and Recurrent Layers Yijun Xiao Kyunghyun Cho 36 219 0 01 Feb 2016
SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation Vijay Badrinarayanan Alex Kendall R. Cipolla SSeg 852 15,718 0 02 Nov 2015
Deep clustering: Discriminative embeddings for segmentation and separation J. Hershey Zhuo Chen Jonathan Le Roux Shinji Watanabe 57 1,316 0 18 Aug 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.1K 149,474 0 22 Dec 2014
Long-term Recurrent Convolutional Networks for Visual Recognition and Description Jeff Donahue Lisa Anne Hendricks Marcus Rohrbach Subhashini Venugopalan S. Guadarrama Kate Saenko Trevor Darrell VLM 129 6,046 0 17 Nov 2014
Practical Bayesian Optimization of Machine Learning Algorithms Jasper Snoek Hugo Larochelle Ryan P. Adams 302 7,883 0 13 Jun 2012