v1v2 (latest)

Deep neural network techniques for monaural speech enhancement: state of the art analysis

1 December 2022

Papers citing "Deep neural network techniques for monaural speech enhancement: state of the art analysis"

25 / 125 papers shown

Title
A Wavenet for Speech Denoising Dario Rethage Jordi Pons Xavier Serra 141 431 0 22 Jun 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 832 132,725 0 12 Jun 2017
End-to-end Source Separation with Adaptive Front-Ends Shrikant Venkataramani Jonah Casebeer Paris Smaragdis 69 72 0 06 May 2017
Complex spectrogram enhancement by convolutional neural network with multi-metrics learning Szu-Wei Fu Ting-Yao Hu Yu Tsao Xugang Lu 81 178 0 27 Apr 2017
MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications Andrew G. Howard Menglong Zhu Bo Chen Dmitry Kalenichenko Weijun Wang Tobias Weyand M. Andreetto Hartwig Adam 3DH 1.2K 20,918 0 17 Apr 2017
Improved Training of Wasserstein GANs Ishaan Gulrajani Faruk Ahmed Martín Arjovsky Vincent Dumoulin Aaron Courville GAN 230 9,568 0 31 Mar 2017
SEGAN: Speech Enhancement Generative Adversarial Network Santiago Pascual Antonio Bonafonte Joan Serrà GAN 96 1,149 0 28 Mar 2017
Single Channel Audio Source Separation using Convolutional Denoising Autoencoders Emad M. Grais Mark D. Plumbley 184 108 0 23 Mar 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 68 726 0 18 Mar 2017
NIPS 2016 Tutorial: Generative Adversarial Networks Ian Goodfellow GAN 181 1,727 0 31 Dec 2016
Deep attractor network for single-microphone speaker separation Zhuo Chen Yi Luo N. Mesgarani 92 408 0 27 Nov 2016
Deep Clustering and Conventional Networks for Music Separation: Stronger Together Yi Luo Zhuo Chen J. Hershey Jonathan Le Roux N. Mesgarani 68 162 0 18 Nov 2016
Temporal Convolutional Networks for Action Segmentation and Detection Colin S. Lea Michael D. Flynn René Vidal A. Reiter Gregory Hager 114 1,499 0 16 Nov 2016
WaveNet: A Generative Model for Raw Audio Aaron van den Oord Sander Dieleman Heiga Zen Karen Simonyan Oriol Vinyals Alex Graves Nal Kalchbrenner A. Senior Koray Kavukcuoglu DiffM 413 7,425 0 12 Sep 2016
Single-Channel Multi-Speaker Separation using Deep Clustering Y. Isik Jonathan Le Roux Zhuo Chen Shinji Watanabe J. Hershey 82 432 0 07 Jul 2016
Permutation Invariant Training of Deep Models for Speaker-Independent Multi-talker Speech Separation Dong Yu Morten Kolbæk Zheng-Hua Tan Jesper Jensen 105 859 0 01 Jul 2016
Speech Enhancement In Multiple-Noise Conditions using Deep Neural Networks Anurag Kumar D. Florêncio 69 122 0 09 May 2016
Deep clustering: Discriminative embeddings for segmentation and separation J. Hershey Zhuo Chen Jonathan Le Roux Shinji Watanabe 64 1,321 0 18 Aug 2015
Domain-Adversarial Training of Neural Networks Yaroslav Ganin E. Ustinova Hana Ajakan Pascal Germain Hugo Larochelle François Laviolette M. Marchand Victor Lempitsky GAN OOD 420 9,527 0 28 May 2015
Deep Unsupervised Learning using Nonequilibrium Thermodynamics Jascha Narain Sohl-Dickstein Eric A. Weiss Niru Maheswaranathan Surya Ganguli SyDa DiffM 315 7,035 0 12 Mar 2015
Distilling the Knowledge in a Neural Network Geoffrey E. Hinton Oriol Vinyals J. Dean FedML 367 19,764 0 09 Mar 2015
Joint Optimization of Masks and Deep Recurrent Neural Networks for Monaural Source Separation Po-Sen Huang Minje Kim M. Hasegawa-Johnson Paris Smaragdis 93 448 0 13 Feb 2015
Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation Kyunghyun Cho B. V. Merrienboer Çağlar Gülçehre Dzmitry Bahdanau Fethi Bougares Holger Schwenk Yoshua Bengio AIMat 1.1K 23,414 0 03 Jun 2014
Auto-Encoding Variational Bayes Diederik P. Kingma Max Welling BDL 486 16,916 0 20 Dec 2013
Deep neural networks for single channel source separation Emad M. Grais M. U. Sen Hakan Erdogan 72 136 0 12 Nov 2013