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Hybrid Spectrogram and Waveform Source Separation

5 November 2021

Papers citing "Hybrid Spectrogram and Waveform Source Separation"

23 / 23 papers shown

Title
Decoupling Magnitude and Phase Estimation with Deep ResUNet for Music Source Separation Qiuqiang Kong Yin Cao Haohe Liu Keunwoo Choi Yuxuan Wang 170 100 0 12 Sep 2021
Music Demixing Challenge 2021 Yuki Mitsufuji Giorgio Fabbro Stefan Uhlich Fabian-Robert Stöter Alexandre Défossez Minseok Kim Woosung Choi Chin-Yun Yu K. Cheuk 55 80 0 31 Aug 2021
Train Short, Test Long: Attention with Linear Biases Enables Input Length Extrapolation Ofir Press Noah A. Smith M. Lewis 336 775 0 27 Aug 2021
Going deeper with Image Transformers Hugo Touvron Matthieu Cord Alexandre Sablayrolles Gabriel Synnaeve Hervé Jégou ViT 160 1,021 0 31 Mar 2021
Upsampling artifacts in neural audio synthesis Jordi Pons Santiago Pascual Giulio Cengarle Joan Serrà 89 63 0 27 Oct 2020
LaSAFT: Latent Source Attentive Frequency Transformation for Conditioned Source Separation Woosung Choi Minseok Kim Jaehwa Chung Soonyoung Jung 83 33 0 22 Oct 2020
All for One and One for All: Improving Music Separation by Bridging Networks Ryosuke Sawata Stefan Uhlich Shusuke Takahashi Yuki Mitsufuji 56 48 0 08 Oct 2020
D3Net: Densely connected multidilated DenseNet for music source separation Naoya Takahashi Yuki Mitsufuji MedIm 120 70 0 05 Oct 2020
PoCoNet: Better Speech Enhancement with Frequency-Positional Embeddings, Semi-Supervised Conversational Data, and Biased Loss Umut Isik Ritwik Giri Neerad Phansalkar J. Valin Karim Helwani A. Krishnaswamy 54 84 0 11 Aug 2020
Music Source Separation in the Waveform Domain Alexandre Défossez Nicolas Usunier Léon Bottou Francis R. Bach 128 273 0 27 Nov 2019
Dual-path RNN: efficient long sequence modeling for time-domain single-channel speech separation Yi Luo Zhuo Chen Takuya Yoshioka AI4TS 86 775 0 14 Oct 2019
MelGAN: Generative Adversarial Networks for Conditional Waveform Synthesis Kundan Kumar Rithesh Kumar T. Boissière L. Gestin Wei Zhen Teoh Jose M. R. Sotelo A. D. Brébisson Yoshua Bengio Aaron Courville GAN 165 956 0 08 Oct 2019
End-to-end music source separation: is it possible in the waveform domain? Francesc Lluís Jordi Pons Xavier Serra 64 73 0 29 Oct 2018
Conv-TasNet: Surpassing Ideal Time-Frequency Magnitude Masking for Speech Separation Yi Luo N. Mesgarani 162 1,795 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 140 598 0 08 Jun 2018
The 2018 Signal Separation Evaluation Campaign Fabian-Robert Stöter Antoine Liutkus N. Ito 59 285 0 17 Apr 2018
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 786 132,363 0 12 Jun 2017
Spectral Norm Regularization for Improving the Generalizability of Deep Learning Yuichi Yoshida Takeru Miyato 83 334 0 31 May 2017
Language Modeling with Gated Convolutional Networks Yann N. Dauphin Angela Fan Michael Auli David Grangier 242 2,404 0 23 Dec 2016
Layer Normalization Jimmy Lei Ba J. Kiros Geoffrey E. Hinton 426 10,531 0 21 Jul 2016
Gaussian Error Linear Units (GELUs) Dan Hendrycks Kevin Gimpel 174 5,042 0 27 Jun 2016
Multi-Scale Context Aggregation by Dilated Convolutions Feng Yu V. Koltun SSeg 271 8,459 0 23 Nov 2015
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 1.9K 77,378 0 18 May 2015