DFSNet: A Steerable Neural Beamformer Invariant to Microphone Array Configuration for Real-Time, Low-Latency Speech Enhancement

26 February 2023

Papers citing "DFSNet: A Steerable Neural Beamformer Invariant to Microphone Array Configuration for Real-Time, Low-Latency Speech Enhancement"

14 / 14 papers shown

Title
UX-NET: Filter-and-Process-based Improved U-Net for Real-time Time-domain Audio Separation Kashyap Patel A. Kovalyov Issa Panahi 37 6 0 28 Oct 2022
VarArray: Array-Geometry-Agnostic Continuous Speech Separation Takuya Yoshioka Xiaofei Wang Dongmei Wang M. Tang Zirun Zhu Zhuo Chen Naoyuki Kanda 58 37 0 12 Oct 2021
Temporal-Spatial Neural Filter: Direction Informed End-to-End Multi-channel Target Speech Separation Rongzhi Gu Yuexian Zou 55 18 0 02 Jan 2020
End-to-end Microphone Permutation and Number Invariant Multi-channel Speech Separation Yi Luo Zhuo Chen N. Mesgarani Takuya Yoshioka 49 180 0 30 Oct 2019
Dual-path RNN: efficient long sequence modeling for time-domain single-channel speech separation Yi Luo Zhuo Chen Takuya Yoshioka AI4TS 73 770 0 14 Oct 2019
FaSNet: Low-latency Adaptive Beamforming for Multi-microphone Audio Processing Yi Luo Enea Ceolini Cong Han Shih-Chii Liu N. Mesgarani 49 150 0 29 Sep 2019
WHAM!: Extending Speech Separation to Noisy Environments Gordon Wichern J. Antognini Michael Flynn Licheng Richard Zhu E. McQuinn Dwight Crow Ethan Manilow Jonathan Le Roux 80 345 0 02 Jul 2019
SDR - half-baked or well done? F. Sánchez-Martínez M. Esplà-Gomis Hakan Erdogan J. Hershey 140 1,191 0 06 Nov 2018
Conv-TasNet: Surpassing Ideal Time-Frequency Magnitude Masking for Speech Separation Yi Luo N. Mesgarani 150 1,783 0 20 Sep 2018
ShuffleNet: An Extremely Efficient Convolutional Neural Network for Mobile Devices Xiangyu Zhang Xinyu Zhou Mengxiao Lin Jian Sun AI4TS 132 6,850 0 04 Jul 2017
Layer Normalization Jimmy Lei Ba J. Kiros Geoffrey E. Hinton 340 10,467 0 21 Jul 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 1.9K 193,426 0 10 Dec 2015
Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification Kaiming He Xinming Zhang Shaoqing Ren Jian Sun VLM 282 18,587 0 06 Feb 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.5K 149,842 0 22 Dec 2014