Single Channel Audio Source Separation using Convolutional Denoising Autoencoders

23 March 2017

Papers citing "Single Channel Audio Source Separation using Convolutional Denoising Autoencoders"

16 / 16 papers shown

Title
Nonlinear functional regression by functional deep neural network with kernel embedding Zhongjie Shi Jun Fan Linhao Song Ding-Xuan Zhou Johan A. K. Suykens 67 5 0 05 Jan 2024
Deep neural network techniques for monaural speech enhancement: state of the art analysis P. Ochieng 40 21 0 01 Dec 2022
Spanish and English Phoneme Recognition by Training on Simulated Classroom Audio Recordings of Collaborative Learning Environments Mario Esparza 30 0 0 21 Feb 2022
One to Multiple Mapping Dual Learning: Learning Multiple Sources from One Mixed Signal TingXia Liu Wenwu Wang Xiaofei Zhang Zhenying Gong Yina Guo 46 1 0 13 Oct 2021
Evolving Multi-Resolution Pooling CNN for Monaural Singing Voice Separation Weitao Yuan Bofei Dong Shengbei Wang M. Unoki Wenwu Wang 22 12 0 03 Aug 2020
On the Use of Audio Fingerprinting Features for Speech Enhancement with Generative Adversarial Network Farnood Faraji Yazid Attabi B. Champagne Weiping Zhu 13 5 0 27 Jul 2020
Source separation with weakly labelled data: An approach to computational auditory scene analysis Qiuqiang Kong Yuxuan Wang Xuchen Song Yin Cao Wenwu Wang Mark D. Plumbley 39 47 0 06 Feb 2020
Nearest Neighbor Search-Based Bitwise Source Separation Using Discriminant Winner-Take-All Hashing Sunwoo Kim Minje Kim 11 0 0 26 Aug 2019
CASS: Cross Adversarial Source Separation via Autoencoder Yong Zheng Ong C. Chui Haizhao Yang DRL 13 4 0 23 May 2019
Universal Sound Separation Ilya Kavalerov Scott Wisdom Hakan Erdogan Brian Patton K. Wilson Jonathan Le Roux J. Hershey 11 184 0 08 May 2019
End-to-end Networks for Supervised Single-channel Speech Separation Shrikant Venkataramani Paris Smaragdis 33 10 0 05 Oct 2018
Deep Speech Denoising with Vector Space Projections Jeff Hetherly Paul Gamble M. Barrios Cory Stephenson Karl S. Ni 13 0 0 27 Apr 2018
Raw Multi-Channel Audio Source Separation using Multi-Resolution Convolutional Auto-Encoders Emad M. Grais D. Ward Mark D. Plumbley 19 40 0 02 Mar 2018
Separation of Instrument Sounds using Non-negative Matrix Factorization with Spectral Envelope Constraints Jeongsoon Park Jaeyoung Shin Kyogu Lee 19 4 0 12 Jan 2018
Multi-Resolution Fully Convolutional Neural Networks for Monaural Audio Source Separation Emad M. Grais H. Wierstorf D. Ward Mark D. Plumbley 29 21 0 28 Oct 2017
End-to-End Waveform Utterance Enhancement for Direct Evaluation Metrics Optimization by Fully Convolutional Neural Networks Szu-Wei Fu Tao-Wei Wang Yu Tsao Xugang Lu Hisashi Kawai 31 272 0 12 Sep 2017