Multi-scale Multi-band DenseNets for Audio Source Separation

29 June 2017

Papers citing "Multi-scale Multi-band DenseNets for Audio Source Separation"

40 / 40 papers shown

Title
SongTrans: An unified song transcription and alignment method for lyrics and notes Siwei Wu Jinzheng He Ruibin Yuan Haojie Wei Xipin Wei Chenghua Lin Jin Xu Junyang Lin 53 1 0 22 Sep 2024
Effects of Dataset Sampling Rate for Noise Cancellation through Deep Learning Brandon Colelough Andrew Zheng 26 1 0 30 May 2024
ConSep: a Noise- and Reverberation-Robust Speech Separation Framework by Magnitude Conditioning Kuan-Hsun Ho J. Hung Berlin Chen 42 0 0 04 Mar 2024
Self-Supervised Music Source Separation Using Vector-Quantized Source Category Estimates Marco Pasini Stefan Lattner George Fazekas 35 1 0 21 Nov 2023
Multi-Channel Masking with Learnable Filterbank for Sound Source Separation Wang Dai A. Politis Tuomas Virtanen 28 0 0 14 Mar 2023
Multi-Dimensional and Multi-Scale Modeling for Speech Separation Optimized by Discriminative Learning Zhaoxi Mu Xinyu Yang Wenjing Zhu 31 5 0 07 Mar 2023
FullSubNet+: Channel Attention FullSubNet with Complex Spectrograms for Speech Enhancement Jun Chen Zehao Wang Deyi Tuo Zhiyong Wu Shiyin Kang Helen Meng 29 107 0 23 Mar 2022
LightSAFT: Lightweight Latent Source Aware Frequency Transform for Source Separation Yeong-Seok Jeong Jinsung Kim Woosung Choi Jaehwa Chung Soonyoung Jung 39 2 0 24 Nov 2021
KUIELab-MDX-Net: A Two-Stream Neural Network for Music Demixing Minseok Kim Woosung Choi Jaehwa Chung Daewon Lee Soonyoung Jung 27 51 0 24 Nov 2021
Amicable examples for informed source separation Naoya Takahashi Yuki Mitsufuji AAML 33 1 0 11 Oct 2021
Pitch-Informed Instrument Assignment Using a Deep Convolutional Network with Multiple Kernel Shapes Carlos Lordelo Emmanouil Benetos S. Dixon Sven Ahlback 16 2 0 28 Jul 2021
DCCRN+: Channel-wise Subband DCCRN with SNR Estimation for Speech Enhancement Shubo Lv Yanxin Hu Shimin Zhang Lei Xie 24 93 0 16 Jun 2021
DPT-FSNet: Dual-path Transformer Based Full-band and Sub-band Fusion Network for Speech Enhancement Feng Dang Hangting Chen Pengyuan Zhang 76 98 0 27 Apr 2021
CatNet: music source separation system with mix-audio augmentation Xuchen Song Qiuqiang Kong Xingjian Du Yuxuan Wang 31 10 0 19 Feb 2021
Group Communication with Context Codec for Lightweight Source Separation Yi Luo Cong Han N. Mesgarani 26 20 0 14 Dec 2020
Densely connected multidilated convolutional networks for dense prediction tasks Naoya Takahashi Yuki Mitsufuji 3DV 21 64 0 21 Nov 2020
All for One and One for All: Improving Music Separation by Bridging Networks Ryosuke Sawata Stefan Uhlich Shusuke Takahashi Yuki Mitsufuji 21 47 0 08 Oct 2020
D3Net: Densely connected multidilated DenseNet for music source separation Naoya Takahashi Yuki Mitsufuji MedIm 17 68 0 05 Oct 2020
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
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
Channel-Attention Dense U-Net for Multichannel Speech Enhancement Bahareh Tolooshams Ritwik Giri Andrew H. Song Umut Isik A. Krishnaswamy 39 85 0 30 Jan 2020
Demucs: Deep Extractor for Music Sources with extra unlabeled data remixed Alexandre Défossez Nicolas Usunier Léon Bottou Francis R. Bach 25 84 0 03 Sep 2019
Audio query-based music source separation Jie Hwan Lee Hyeong-Seok Choi Kyogu Lee 28 44 0 19 Aug 2019
Interleaved Multitask Learning for Audio Source Separation with Independent Databases Clement S. J. Doire Olumide Okubadejo 21 7 0 14 Aug 2019
Sub-band Convolutional Neural Networks for Small-footprint Spoken Term Classification Chieh-Chi Kao Ming Sun Yixin Gao S. Vitaladevuni Chao Wang 29 13 0 02 Jul 2019
Singing voice separation: a study on training data Laure Prétet Romain Hennequin Jimena Royo-Letelier Andrea Vaglio 33 31 0 06 Jun 2019
Dilated Convolution with Dilated GRU for Music Source Separation Jen-Yu Liu Yi-Hsuan Yang 15 41 0 04 Jun 2019
End-to-end Adaptation with Backpropagation through WFST for On-device Speech Recognition System E. Tsunoo Yosuke Kashiwagi S. Asakawa Toshiyuki Kumakura 16 4 0 17 May 2019
Investigating kernel shapes and skip connections for deep learning-based harmonic-percussive separation Carlos Lordelo Emmanouil Benetos S. Dixon Sven Ahlback 14 4 0 06 May 2019
Divide and Conquer: A Deep CASA Approach to Talker-independent Monaural Speaker Separation Yuzhou Liu DeLiang Wang 27 157 0 25 Apr 2019
PerformanceNet: Score-to-Audio Music Generation with Multi-Band Convolutional Residual Network Bryan Wang Yi-Hsuan Yang 28 38 0 11 Nov 2018
Denoising Auto-encoder with Recurrent Skip Connections and Residual Regression for Music Source Separation Jen-Yu Liu Yi-Hsuan Yang 33 38 0 05 Jul 2018
Music Source Separation Using Stacked Hourglass Networks Sungheon Park Taehoon Kim Kyogu Lee Nojun Kwak 22 44 0 22 May 2018
MMDenseLSTM: An efficient combination of convolutional and recurrent neural networks for audio source separation Naoya Takahashi Nabarun Goswami Yuki Mitsufuji 39 141 0 07 May 2018
An Overview of Lead and Accompaniment Separation in Music Z. Rafii Antoine Liutkus Fabian-Robert Stöter S. I. Mimilakis D. Fitzgerald Bryan Pardo 22 102 0 23 Apr 2018
The 2018 Signal Separation Evaluation Campaign Fabian-Robert Stöter Antoine Liutkus N. Ito 20 281 0 17 Apr 2018
Complex ISNMF: a Phase-Aware Model for Monaural Audio Source Separation P. Magron Tuomas Virtanen 15 9 0 09 Feb 2018
MaD TwinNet: Masker-Denoiser Architecture with Twin Networks for Monaural Sound Source Separation K. Drossos S. I. Mimilakis Dmitriy Serdyuk G. Schuller Tuomas Virtanen Yoshua Bengio 35 24 0 01 Feb 2018
Monaural Singing Voice Separation with Skip-Filtering Connections and Recurrent Inference of Time-Frequency Mask S. I. Mimilakis K. Drossos J. F. Santos G. Schuller Tuomas Virtanen Yoshua Bengio 33 40 0 04 Nov 2017
Model-based STFT phase recovery for audio source separation P. Magron Roland Badeau B. David 21 37 0 05 Aug 2016