On Neural Architectures for Deep Learning-based Source Separation of
Co-Channel OFDM Signals

v1v2 (latest)

On Neural Architectures for Deep Learning-based Source Separation of Co-Channel OFDM Signals

11 March 2023

Yury Polyanskiy

ArXiv (abs)PDF HTML

Papers citing "On Neural Architectures for Deep Learning-based Source Separation of Co-Channel OFDM Signals"

11 / 11 papers shown

Title
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 86 0 0 13 Sep 2024
Exploiting Temporal Structures of Cyclostationary Signals for Data-Driven Single-Channel Source Separation Gary C. F. Lee Amir Weiss A. Lancho Jennifer Tang Yuheng Bu Yury Polyanskiy G. Wornell 52 6 0 22 Aug 2022
Dual-Path Transformer Network: Direct Context-Aware Modeling for End-to-End Monaural Speech Separation Jing-jing Chen Qi-rong Mao Dong Liu 85 287 0 28 Jul 2020
Sudo rm -rf: Efficient Networks for Universal Audio Source Separation Efthymios Tzinis Zhepei Wang Paris Smaragdis 89 129 0 14 Jul 2020
Asteroid: the PyTorch-based audio source separation toolkit for researchers Manuel Pariente Samuele Cornell Joris Cosentino S. Sivasankaran Efthymios Tzinis ... Juan M. Martín-Donas David Ditter Ariel Frank Antoine Deleforge Emmanuel Vincent 68 155 0 08 May 2020
Dual-path RNN: efficient long sequence modeling for time-domain single-channel speech separation Yi Luo Zhuo Chen Takuya Yoshioka AI4TS 86 771 0 14 Oct 2019
Conv-TasNet: Surpassing Ideal Time-Frequency Magnitude Masking for Speech Separation Yi Luo N. Mesgarani 159 1,794 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 135 597 0 08 Jun 2018
Supervised Speech Separation Based on Deep Learning: An Overview DeLiang Wang Jitong Chen SSL 77 1,374 0 24 Aug 2017
Understanding the Effective Receptive Field in Deep Convolutional Neural Networks Wenjie Luo Yujia Li R. Urtasun R. Zemel HAI 102 1,799 0 15 Jan 2017
Deep neural networks for single channel source separation Emad M. Grais M. U. Sen Hakan Erdogan 41 136 0 12 Nov 2013

We use cookies and other tracking technologies to improve your browsing experience on our website, to show you personalized content and targeted ads, to analyze our website traffic, and to understand where our visitors are coming from. See our policy.