Phase-aware Speech Enhancement with Deep Complex U-Net

7 March 2019

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 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 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 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 Brandon Colelough Andrew Zheng 24 1 0 30 May 2024
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) 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 Dongning Yang Wei Wang Yanmin Qian 13 3 0 29 Nov 2023
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 E. J. Nustede Jörn Anemüller 21 3 0 04 Sep 2023
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 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 Zhuoran Zheng Xiuyi Jia 29 7 0 20 Apr 2023
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 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 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 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 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 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 Xucheng Wan Kai Liu Z.C. Du Huan Zhou 8 0 0 24 Sep 2022
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 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 Jiangyu Han Yanhua Long 22 6 0 23 Apr 2022
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? Jekaterina Novikova 22 0 0 31 Mar 2022
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 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 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 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 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 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 Yi Luo 29 14 0 07 Dec 2021
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 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 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 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 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 Shubo Lv Yanxin Hu Shimin Zhang Lei Xie 24 92 0 16 Jun 2021
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 Feng Dang Hangting Chen Pengyuan Zhang 73 94 0 27 Apr 2021
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 Kai Wang Bengbeng He Weiping Zhu 29 165 0 18 Mar 2021
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 Ryosuke Sawata Stefan Uhlich Shusuke Takahashi Yuki Mitsufuji 13 47 0 08 Oct 2020
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 Ashutosh Pandey DeLiang Wang 13 52 0 10 Feb 2020
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 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 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 Daniel Stoller Sebastian Ewert S. Dixon AI4TS 104 588 0 08 Jun 2018