Decoupling Magnitude and Phase Estimation with Deep ResUNet for Music Source Separation

12 September 2021

Yuxuan Wang

Papers citing "Decoupling Magnitude and Phase Estimation with Deep ResUNet for Music Source Separation"

22 / 22 papers shown

Title
Training-Free Multi-Step Audio Source Separation Yongyi Zang Jingyi Li Qiuqiang Kong 222 0 0 26 May 2025
FlowSep: Language-Queried Sound Separation with Rectified Flow Matching Yi Yuan Xubo Liu Haohe Liu Mark D. Plumbley Wenwu Wang 104 8 0 10 Jan 2025
BrainECHO: Semantic Brain Signal Decoding through Vector-Quantized Spectrogram Reconstruction for Whisper-Enhanced Text Generation Jilong Li Zhenxi Song Jiaqi Wang Meishan Zhang Honghai Liu Min Zhang Zhiguo Zhang 92 1 0 19 Oct 2024
Learning Source Disentanglement in Neural Audio Codec Xiaoyu Bie Xubo Liu Gaël Richard 55 2 0 17 Sep 2024
Language-Queried Target Sound Extraction Without Parallel Training Data Hao Ma Zhiyuan Peng Xu Li Yukai Li Mingjie Shao Qiuqiang Kong Xuelong Li VLM 128 2 0 14 Sep 2024
A Reference-free Metric for Language-Queried Audio Source Separation using Contrastive Language-Audio Pretraining Feiyang Xiao Jian Guan Qiaoxi Zhu Xubo Liu Wenbo Wang Shuhan Qi Kejia Zhang Jianyuan Sun Wenwu Wang 54 6 0 06 Jul 2024
CatNet: music source separation system with mix-audio augmentation Xuchen Song Qiuqiang Kong Xingjian Du Yuxuan Wang 50 10 0 19 Feb 2021
D3Net: Densely connected multidilated DenseNet for music source separation Naoya Takahashi Yuki Mitsufuji MedIm 90 70 0 05 Oct 2020
Channel-wise Subband Input for Better Voice and Accompaniment Separation on High Resolution Music Haohe Liu Lei Xie Jian Wu Geng Yang 47 31 0 12 Aug 2020
DCCRN: Deep Complex Convolution Recurrent Network for Phase-Aware Speech Enhancement Yanxin Hu Yun Liu Shubo Lv Mengtao Xing Shimin Zhang Yihui Fu Jian Wu Bihong Zhang Lei Xie 53 591 0 01 Aug 2020
Music Source Separation in the Waveform Domain Alexandre Défossez Nicolas Usunier Léon Bottou Francis R. Bach 114 272 0 27 Nov 2019
PHASEN: A Phase-and-Harmonics-Aware Speech Enhancement Network Dacheng Yin Chong Luo Zhiwei Xiong Wenjun Zeng 68 317 0 12 Nov 2019
Phase-aware Speech Enhancement with Deep Complex U-Net Hyeong-Seok Choi Jang-Hyun Kim Jaesung Huh A. Kim Jung-Woo Ha Kyogu Lee 57 332 0 07 Mar 2019
End-to-end music source separation: is it possible in the waveform domain? Francesc Lluís Jordi Pons Xavier Serra 59 73 0 29 Oct 2018
Conv-TasNet: Surpassing Ideal Time-Frequency Magnitude Masking for Speech Separation Yi Luo N. Mesgarani 156 1,787 0 20 Sep 2018
Wave-U-Net: A Multi-Scale Neural Network for End-to-End Audio Source Separation Daniel Stoller Sebastian Ewert S. Dixon AI4TS 130 595 0 08 Jun 2018
MMDenseLSTM: An efficient combination of convolutional and recurrent neural networks for audio source separation Naoya Takahashi Nabarun Goswami Yuki Mitsufuji 76 143 0 07 May 2018
The 2018 Signal Separation Evaluation Campaign Fabian-Robert Stöter Antoine Liutkus N. Ito 53 285 0 17 Apr 2018
Supervised Speech Separation Based on Deep Learning: An Overview DeLiang Wang Jitong Chen SSL 70 1,370 0 24 Aug 2017
Identity Mappings in Deep Residual Networks Kaiming He Xinming Zhang Shaoqing Ren Jian Sun 354 10,184 0 16 Mar 2016
Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift Sergey Ioffe Christian Szegedy OOD 463 43,305 0 11 Feb 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.8K 150,115 0 22 Dec 2014