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Phase-aware Speech Enhancement with Deep Complex U-Net

7 March 2019
Hyeong-Seok Choi
Jang-Hyun Kim
Jaesung Huh
A. Kim
Jung-Woo Ha
Kyogu Lee
ArXivPDFHTML

Papers citing "Phase-aware Speech Enhancement with Deep Complex U-Net"

49 / 49 papers shown
Title
Real-time Speech Enhancement on Raw Signals with Deep State-space Modeling
Real-time Speech Enhancement on Raw Signals with Deep State-space Modeling
Yan Ru Pei
Ritik Shrivastava
Fnu Sidharth
43
1
0
31 Dec 2024
Leveraging Joint Spectral and Spatial Learning with MAMBA for Multichannel Speech Enhancement
Leveraging Joint Spectral and Spatial Learning with MAMBA for Multichannel Speech Enhancement
Wenze Ren
Haibin Wu
Yi-Cheng Lin
Xuanjun Chen
Rong-Yu Chao
Kuo-Hsuan Hung
You-Jin Li
Wen-Yuan Ting
Hsin-Min Wang
Yu Tsao
Mamba
39
0
0
16 Sep 2024
Complex Image-Generative Diffusion Transformer for Audio Denoising
Complex Image-Generative Diffusion Transformer for Audio Denoising
Junhui Li
Pu Wang
Jialu Li
Youshan Zhang
DiffM
24
1
0
13 Jun 2024
Effects of Dataset Sampling Rate for Noise Cancellation through Deep
  Learning
Effects of Dataset Sampling Rate for Noise Cancellation through Deep Learning
Brandon Colelough
Andrew Zheng
24
1
0
30 May 2024
A Two-Stage Framework in Cross-Spectrum Domain for Real-Time Speech
  Enhancement
A Two-Stage Framework in Cross-Spectrum Domain for Real-Time Speech Enhancement
Yuewei Zhang
Huanbin Zou
Jie Zhu
21
3
0
19 Jan 2024
Synthesis of pulses from particle detectors with a Generative
  Adversarial Network (GAN)
Synthesis of pulses from particle detectors with a Generative Adversarial Network (GAN)
A. Regadío
Luis Esteban
S. Sánchez-Prieto
GAN
33
2
0
10 Jan 2024
FAT-HuBERT: Front-end Adaptive Training of Hidden-unit BERT for
  Distortion-Invariant Robust Speech Recognition
FAT-HuBERT: Front-end Adaptive Training of Hidden-unit BERT for Distortion-Invariant Robust Speech Recognition
Dongning Yang
Wei Wang
Yanmin Qian
13
3
0
29 Nov 2023
High-Fidelity Noise Reduction with Differentiable Signal Processing
High-Fidelity Noise Reduction with Differentiable Signal Processing
C. Steinmetz
Thomas Walther
Joshua D. Reiss
21
3
0
17 Oct 2023
Single-Channel Speech Enhancement with Deep Complex U-Networks and
  Probabilistic Latent Space Models
Single-Channel Speech Enhancement with Deep Complex U-Networks and Probabilistic Latent Space Models
E. J. Nustede
Jörn Anemüller
21
3
0
04 Sep 2023
Building Blocks for a Complex-Valued Transformer Architecture
Building Blocks for a Complex-Valued Transformer Architecture
Florian Eilers
Xiaoyi Jiang
ViT
24
7
0
16 Jun 2023
A Mask Free Neural Network for Monaural Speech Enhancement
A Mask Free Neural Network for Monaural Speech Enhancement
Liangqi Liu
Haixing Guan
Jinlong Ma
Wei Dai
Guang-Yi Wang
Shaowei Ding
21
11
0
07 Jun 2023
Complex Mixer for MedMNIST Classification Decathlon
Complex Mixer for MedMNIST Classification Decathlon
Zhuoran Zheng
Xiuyi Jia
29
7
0
20 Apr 2023
ICASSP 2023 Deep Noise Suppression Challenge
ICASSP 2023 Deep Noise Suppression Challenge
Harishchandra Dubey
A. Aazami
Vishak Gopal
Sergiy Matusevych
Sebastian Braun
...
Sefik Emre Eskimez
Manthan Thakker
H. Gamper
Takuya Yoshioka
R. Aichner
26
82
0
21 Mar 2023
Rethinking complex-valued deep neural networks for monaural speech
  enhancement
Rethinking complex-valued deep neural networks for monaural speech enhancement
Haibin Wu
Ke Tan
Buye Xu
Anurag Kumar
Daniel D. E. Wong
21
6
0
11 Jan 2023
MIMO-DBnet: Multi-channel Input and Multiple Outputs DOA-aware
  Beamforming Network for Speech Separation
MIMO-DBnet: Multi-channel Input and Multiple Outputs DOA-aware Beamforming Network for Speech Separation
Yanjie Fu
Haoran Yin
Meng Ge
Longbiao Wang
Gaoyan Zhang
J. Dang
Chengyun Deng
Fei Wang
CVBM
8
2
0
07 Dec 2022
Stereo Speech Enhancement Using Custom Mid-Side Signals and Monaural
  Processing
Stereo Speech Enhancement Using Custom Mid-Side Signals and Monaural Processing
A. Master
Lie Lu
Nathan Swedlow
14
0
0
25 Nov 2022
A Two-Stage Deep Representation Learning-Based Speech Enhancement Method
  Using Variational Autoencoder and Adversarial Training
A Two-Stage Deep Representation Learning-Based Speech Enhancement Method Using Variational Autoencoder and Adversarial Training
Yang Xiang
Jesper Lisby Højvang
M. Rasmussen
M. G. Christensen
DRL
23
5
0
16 Nov 2022
Diffiner: A Versatile Diffusion-based Generative Refiner for Speech
  Enhancement
Diffiner: A Versatile Diffusion-based Generative Refiner for Speech Enhancement
Ryosuke Sawata
Naoki Murata
Yuhta Takida
Toshimitsu Uesaka
Takashi Shibuya
Shusuke Takahashi
Yuki Mitsufuji
DiffM
34
15
0
27 Oct 2022
Speech Enhancement with Perceptually-motivated Optimization and Dual
  Transformations
Speech Enhancement with Perceptually-motivated Optimization and Dual Transformations
Xucheng Wan
Kai Liu
Z.C. Du
Huan Zhou
8
0
0
24 Sep 2022
Speech Enhancement and Dereverberation with Diffusion-based Generative
  Models
Speech Enhancement and Dereverberation with Diffusion-based Generative Models
Julius Richter
Simon Welker
Jean-Marie Lemercier
Bunlong Lay
Timo Gerkmann
DiffM
13
179
0
11 Aug 2022
ClearBuds: Wireless Binaural Earbuds for Learning-Based Speech
  Enhancement
ClearBuds: Wireless Binaural Earbuds for Learning-Based Speech Enhancement
Ishan Chatterjee
Maruchi Kim
V. Jayaram
Shyamnath Gollakota
Ira Kemelmacher-Shlizerman
Shwetak N. Patel
S. M. Seitz
8
25
0
27 Jun 2022
Heterogeneous Separation Consistency Training for Adaptation of
  Unsupervised Speech Separation
Heterogeneous Separation Consistency Training for Adaptation of Unsupervised Speech Separation
Jiangyu Han
Yanhua Long
22
6
0
23 Apr 2022
FFC-SE: Fast Fourier Convolution for Speech Enhancement
FFC-SE: Fast Fourier Convolution for Speech Enhancement
Ivan Shchekotov
Pavel Andreev
Oleg Ivanov
Aibek Alanov
Dmitry Vetrov
18
23
0
06 Apr 2022
Impact of Environmental Noise on Alzheimer's Disease Detection from
  Speech: Should You Let a Baby Cry?
Impact of Environmental Noise on Alzheimer's Disease Detection from Speech: Should You Let a Baby Cry?
Jekaterina Novikova
22
0
0
31 Mar 2022
Speech Enhancement with Score-Based Generative Models in the Complex
  STFT Domain
Speech Enhancement with Score-Based Generative Models in the Complex STFT Domain
Simon Welker
Julius Richter
Timo Gerkmann
DiffM
22
110
0
31 Mar 2022
MANNER: Multi-view Attention Network for Noise Erasure
MANNER: Multi-view Attention Network for Noise Erasure
Hyun Joon Park
Byung Ha Kang
Wooseok Shin
Jin Sob Kim
S. W. Han
30
48
0
04 Mar 2022
Audio Self-supervised Learning: A Survey
Audio Self-supervised Learning: A Survey
Shuo Liu
Adria Mallol-Ragolta
Emilia Parada-Cabeleiro
Kun Qian
Xingshuo Jing
Alexander Kathan
Bin Hu
Bjoern W. Schuller
SSL
35
106
0
02 Mar 2022
Visual Acoustic Matching
Visual Acoustic Matching
Changan Chen
Ruohan Gao
P. Calamia
Kristen Grauman
21
55
0
14 Feb 2022
DDoS-UNet: Incorporating temporal information using Dynamic Dual-channel
  UNet for enhancing super-resolution of dynamic MRI
DDoS-UNet: Incorporating temporal information using Dynamic Dual-channel UNet for enhancing super-resolution of dynamic MRI
S. Chatterjee
Chompunuch Sarasaen
G. Rose
A. Nürnberger
Oliver Speck
SupR
31
5
0
10 Feb 2022
A Novel Temporal Attentive-Pooling based Convolutional Recurrent
  Architecture for Acoustic Signal Enhancement
A Novel Temporal Attentive-Pooling based Convolutional Recurrent Architecture for Acoustic Signal Enhancement
Tassadaq Hussain
Wei-Chien Wang
M. Gogate
K. Dashtipour
Yu Tsao
Xugang Lu
A. Ahsan
Amir Hussain
21
3
0
24 Jan 2022
A Time-domain Real-valued Generalized Wiener Filter for Multi-channel
  Neural Separation Systems
A Time-domain Real-valued Generalized Wiener Filter for Multi-channel Neural Separation Systems
Yi Luo
29
14
0
07 Dec 2021
Self-Supervised Speech Denoising Using Only Noisy Audio Signals
Self-Supervised Speech Denoising Using Only Noisy Audio Signals
Jiasong Wu
Qingchun Li
Guanyu Yang
Lei Li
L. Senhadji
H. Shu
6
10
0
30 Oct 2021
One model to enhance them all: array geometry agnostic multi-channel
  personalized speech enhancement
One model to enhance them all: array geometry agnostic multi-channel personalized speech enhancement
H. Taherian
Sefik Emre Eskimez
Takuya Yoshioka
Huaming Wang
Zhuo Chen
Xuedong Huang
22
21
0
20 Oct 2021
Dual-branch Attention-In-Attention Transformer for single-channel speech
  enhancement
Dual-branch Attention-In-Attention Transformer for single-channel speech enhancement
Guochen Yu
Andong Li
C. Zheng
Yinuo Guo
Yutian Wang
Hui Wang
32
84
0
13 Oct 2021
A Two-stage Complex Network using Cycle-consistent Generative
  Adversarial Networks for Speech Enhancement
A Two-stage Complex Network using Cycle-consistent Generative Adversarial Networks for Speech Enhancement
Guochen Yu
Yutian Wang
Hui Wang
Qin Zhang
C. Zheng
GAN
42
18
0
05 Sep 2021
Don't Separate, Learn to Remix: End-to-End Neural Remixing with Joint
  Optimization
Don't Separate, Learn to Remix: End-to-End Neural Remixing with Joint Optimization
Haici Yang
Shivani Firodiya
Nicholas J. Bryan
Minje Kim
32
6
0
28 Jul 2021
DCCRN+: Channel-wise Subband DCCRN with SNR Estimation for Speech
  Enhancement
DCCRN+: Channel-wise Subband DCCRN with SNR Estimation for Speech Enhancement
Shubo Lv
Yanxin Hu
Shimin Zhang
Lei Xie
24
92
0
16 Jun 2021
Speech Recovery for Real-World Self-powered Intermittent Devices
Speech Recovery for Real-World Self-powered Intermittent Devices
Yu-Chen Lin
Tsun-An Hsieh
Kuo-Hsuan Hung
Cheng Yu
H. Garudadri
Yu Tsao
Tei-Wei Kuo
34
4
0
09 Jun 2021
DPT-FSNet: Dual-path Transformer Based Full-band and Sub-band Fusion
  Network for Speech Enhancement
DPT-FSNet: Dual-path Transformer Based Full-band and Sub-band Fusion Network for Speech Enhancement
Feng Dang
Hangting Chen
Pengyuan Zhang
73
94
0
27 Apr 2021
Phoneme-based Distribution Regularization for Speech Enhancement
Phoneme-based Distribution Regularization for Speech Enhancement
Yajing Liu
Xiulian Peng
Zhiwei Xiong
Yan Lu
10
4
0
08 Apr 2021
TSTNN: Two-stage Transformer based Neural Network for Speech Enhancement
  in the Time Domain
TSTNN: Two-stage Transformer based Neural Network for Speech Enhancement in the Time Domain
Kai Wang
Bengbeng He
Weiping Zhu
29
165
0
18 Mar 2021
Multi-Channel Automatic Speech Recognition Using Deep Complex Unet
Multi-Channel Automatic Speech Recognition Using Deep Complex Unet
Yuxiang Kong
Jian Wu
Quandong Wang
Peng Gao
Weiji Zhuang
Yujun Wang
Lei Xie
10
8
0
18 Nov 2020
All for One and One for All: Improving Music Separation by Bridging
  Networks
All for One and One for All: Improving Music Separation by Bridging Networks
Ryosuke Sawata
Stefan Uhlich
Shusuke Takahashi
Yuki Mitsufuji
13
47
0
08 Oct 2020
CGCNN: Complex Gabor Convolutional Neural Network on raw speech
CGCNN: Complex Gabor Convolutional Neural Network on raw speech
Paul-Gauthier Noé
Titouan Parcollet
Mohamed Morchid
14
29
0
11 Feb 2020
On Cross-Corpus Generalization of Deep Learning Based Speech Enhancement
On Cross-Corpus Generalization of Deep Learning Based Speech Enhancement
Ashutosh Pandey
DeLiang Wang
13
52
0
10 Feb 2020
Channel-Attention Dense U-Net for Multichannel Speech Enhancement
Channel-Attention Dense U-Net for Multichannel Speech Enhancement
Bahareh Tolooshams
Ritwik Giri
Andrew H. Song
Umut Isik
A. Krishnaswamy
34
85
0
30 Jan 2020
MetricGAN: Generative Adversarial Networks based Black-box Metric Scores
  Optimization for Speech Enhancement
MetricGAN: Generative Adversarial Networks based Black-box Metric Scores Optimization for Speech Enhancement
Szu-Wei Fu
Chien-Feng Liao
Yu Tsao
Shou-De Lin
19
322
0
13 May 2019
Improved Speech Separation with Time-and-Frequency Cross-domain Joint
  Embedding and Clustering
Improved Speech Separation with Time-and-Frequency Cross-domain Joint Embedding and Clustering
Gene-Ping Yang
Chao-I Tuan
Hung-yi Lee
Lin-Shan Lee
20
25
0
16 Apr 2019
Wave-U-Net: A Multi-Scale Neural Network for End-to-End Audio Source
  Separation
Wave-U-Net: A Multi-Scale Neural Network for End-to-End Audio Source Separation
Daniel Stoller
Sebastian Ewert
S. Dixon
AI4TS
104
588
0
08 Jun 2018
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