Wave-U-Net: A Multi-Scale Neural Network for End-to-End Audio Source Separation

8 June 2018

Papers citing "Wave-U-Net: A Multi-Scale Neural Network for End-to-End Audio Source Separation"

20 / 20 papers shown

Title
Training-Free Multi-Step Audio Source Separation Yongyi Zang Jingyi Li Qiuqiang Kong 155 0 0 26 May 2025
Artifact-free Sound Quality in DNN-based Closed-loop Systems for Audio Processing chuan Wen Guy Torfs Sarah Verhulst 63 0 0 17 Feb 2025
DeepExtractor: Time-domain reconstruction of signals and glitches in gravitational wave data with deep learning Tom Dooney Harsh Narola Stefano Bromuri R. L. Curier C. Broeck Sarah Caudill D. Tan 105 0 0 30 Jan 2025
CleanUMamba: A Compact Mamba Network for Speech Denoising using Channel Pruning Sjoerd Groot Qinyu Chen Jan C. van Gemert Chang Gao Mamba 344 0 0 14 Oct 2024
A Lightweight and Real-Time Binaural Speech Enhancement Model with Spatial Cues Preservation Jingyuan Wang Jie Zhang Shihao Chen Miao Sun 38 0 0 19 Sep 2024
Compositional Audio Representation Learning Sripathi Sridhar Mark Cartwright AI4TS 64 0 0 15 Sep 2024
RF Challenge: The Data-Driven Radio Frequency Signal Separation Challenge A. Lancho Amir Weiss Gary C. F. Lee T. Jayashankar Binoy G. Kurien Yury Polyanskiy Gregory W. Wornell 63 0 0 13 Sep 2024
Deep Learning Based Source Separation Applied To Choir Ensembles Darius Petermann Pritish Chandna Helena Cuesta J. Bonada E. Gómez 29 23 0 17 Aug 2020
The 2018 Signal Separation Evaluation Campaign Fabian-Robert Stöter Antoine Liutkus N. Ito 36 283 0 17 Apr 2018
Raw Multi-Channel Audio Source Separation using Multi-Resolution Convolutional Auto-Encoders Emad M. Grais D. Ward Mark D. Plumbley 32 41 0 02 Mar 2018
TasNet: time-domain audio separation network for real-time, single-channel speech separation Yi Luo N. Mesgarani 61 626 0 01 Nov 2017
Adversarial Semi-Supervised Audio Source Separation applied to Singing Voice Extraction Daniel Stoller Sebastian Ewert S. Dixon 52 72 0 31 Oct 2017
A Wavenet for Speech Denoising Dario Rethage Jordi Pons Xavier Serra 90 431 0 22 Jun 2017
End-to-end Source Separation with Adaptive Front-Ends Shrikant Venkataramani Jonah Casebeer Paris Smaragdis 26 72 0 06 May 2017
SEGAN: Speech Enhancement Generative Adversarial Network Santiago Pascual Antonio Bonafonte Joan Serrà GAN 52 1,139 0 28 Mar 2017
Deep Clustering and Conventional Networks for Music Separation: Stronger Together Yi Luo Zhuo Chen J. Hershey Jonathan Le Roux N. Mesgarani 45 162 0 18 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 275 7,361 0 12 Sep 2016
A guide to convolution arithmetic for deep learning Vincent Dumoulin Francesco Visin FAtt 3DH HAI 34 1,536 0 23 Mar 2016
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 1.1K 76,547 0 18 May 2015
Deep Karaoke: Extracting Vocals from Musical Mixtures Using a Convolutional Deep Neural Network Andrew J. R. Simpson Gerard Roma Mark D. Plumbley 53 102 0 17 Apr 2015