Differentiable Consistency Constraints for Improved Deep Speech Enhancement

20 November 2018

Rif A. Saurous

Papers citing "Differentiable Consistency Constraints for Improved Deep Speech Enhancement"

37 / 37 papers shown

Title
Towards Sub-millisecond Latency Real-Time Speech Enhancement Models on Hearables Artem Dementyev Chandan K. A. Reddy Scott Wisdom Navin Chatlani J. Hershey R. Lyon 20 0 0 26 Sep 2024
$The Sound Demixing Challenge 2023 $\unicode{x2013}$ Cinematic Demixing Track$ The Sound Demixing Challenge 2023 $\unicode{x2013}$ Cinematic Demixing Track Stefan Uhlich Giorgio Fabbro M. Hirano Shusuke Takahashi Gordon Wichern ... R. Solovyev A. Stempkovskiy T. Habruseva M. Sukhovei Yuki Mitsufuji 50 11 0 14 Aug 2023
Unsupervised Multi-channel Separation and Adaptation Cong Han K. Wilson Scott Wisdom J. Hershey 26 4 0 18 May 2023
Time-Variance Aware Real-Time Speech Enhancement Chengyu Zheng Yuan-yuan Zhou Xiulian Peng Yuanyuan Zhang Yan Lu 26 0 0 25 Feb 2023
TF-GridNet: Integrating Full- and Sub-Band Modeling for Speech Separation Zhongqiu Wang Samuele Cornell Shukjae Choi Younglo Lee Byeonghak Kim Shinji Watanabe 48 121 0 22 Nov 2022
Self-Remixing: Unsupervised Speech Separation via Separation and Remixing Kohei Saijo Tetsuji Ogawa SSL 22 11 0 18 Nov 2022
Online Phase Reconstruction via DNN-based Phase Differences Estimation Yoshiki Masuyama Kohei Yatabe Kento Nagatomo Yasuhiro Oikawa 3DV 21 7 0 12 Nov 2022
SCP-GAN: Self-Correcting Discriminator Optimization for Training Consistency Preserving Metric GAN on Speech Enhancement Tasks Vasily Zadorozhnyy Qian Ye K. Koishida 21 10 0 26 Oct 2022
Adversarial Permutation Invariant Training for Universal Sound Separation Emilian Postolache Jordi Pons Santiago Pascual Joan Serrà VLM 28 6 0 21 Oct 2022
TF-GridNet: Making Time-Frequency Domain Models Great Again for Monaural Speaker Separation Zhong-Qiu Wang Samuele Cornell Shukjae Choi Younglo Lee Byeonghak Kim Shinji Watanabe 74 99 0 08 Sep 2022
Deep model with built-in cross-attention alignment for acoustic echo cancellation Evgenii Indenbom Nicolae-Cuatualin Ristea Ando Saabas Tanel Pärnamaa Jegor Guvzvin 36 11 0 24 Aug 2022
AudioScopeV2: Audio-Visual Attention Architectures for Calibrated Open-Domain On-Screen Sound Separation Efthymios Tzinis Scott Wisdom Tal Remez J. Hershey 46 30 0 20 Jul 2022
Cross-Scale Vector Quantization for Scalable Neural Speech Coding Xue Jiang Xiulian Peng Huaying Xue Yuan Zhang Yan Lu MQ 44 9 0 07 Jul 2022
Distance-Based Sound Separation K. Patterson K. Wilson Scott Wisdom J. Hershey 19 21 0 01 Jul 2022
Heterogeneous Target Speech Separation Hyunjae Cho Wonbin Jung Junhyeok Lee Paris Smaragdis Sanghyun Woo 51 26 0 07 Apr 2022
HiFi++: a Unified Framework for Bandwidth Extension and Speech Enhancement Pavel Andreev Aibek Alanov Oleg Ivanov Dmitry Vetrov 38 38 0 24 Mar 2022
MDNet: Learning Monaural Speech Enhancement from Deep Prior Gradient Andong Li C. Zheng Ziyang Zhang Xiaodong Li 32 3 0 14 Mar 2022
MixCycle: Unsupervised Speech Separation via Cyclic Mixture Permutation Invariant Training Ertuğ Karamatlı S. Kırbız SSL 36 9 0 08 Feb 2022
End-to-End Neural Speech Coding for Real-Time Communications Xue Jiang Xiulian Peng Chengyu Zheng Huaying Xue Yuan Zhang Yan Lu 39 27 0 24 Jan 2022
Continual self-training with bootstrapped remixing for speech enhancement Efthymios Tzinis Yossi Adi V. Ithapu Buye Xu Anurag Kumar 26 16 0 19 Oct 2021
TRUNet: Transformer-Recurrent-U Network for Multi-channel Reverberant Sound Source Separation Ali Aroudi Stefan Uhlich M. Font ViT 27 5 0 08 Oct 2021
DF-Conformer: Integrated architecture of Conv-TasNet and Conformer using linear complexity self-attention for speech enhancement Yuma Koizumi Shigeki Karita Scott Wisdom Hakan Erdogan J. Hershey Llion Jones M. Bacchiani 29 41 0 30 Jun 2021
Glance and Gaze: A Collaborative Learning Framework for Single-channel Speech Enhancement Andong Li C. Zheng Lu Zhang Xiaodong Li 19 142 0 22 Jun 2021
Sparse, Efficient, and Semantic Mixture Invariant Training: Taming In-the-Wild Unsupervised Sound Separation Scott Wisdom A. Jansen Ron J. Weiss Hakan Erdogan J. Hershey 46 26 0 01 Jun 2021
Separate but Together: Unsupervised Federated Learning for Speech Enhancement from Non-IID Data Efthymios Tzinis Jonah Casebeer Zhepei Wang Paris Smaragdis FedML 32 19 0 11 May 2021
Self-Supervised Learning from Automatically Separated Sound Scenes Eduardo Fonseca A. Jansen D. Ellis Scott Wisdom Marco Tagliasacchi J. Hershey Manoj Plakal Shawn Hershey R. C. Moore Xavier Serra SSL 44 13 0 05 May 2021
Phoneme-based Distribution Regularization for Speech Enhancement Yajing Liu Xiulian Peng Zhiwei Xiong Yan Lu 10 4 0 08 Apr 2021
Into the Wild with AudioScope: Unsupervised Audio-Visual Separation of On-Screen Sounds Efthymios Tzinis Scott Wisdom A. Jansen Shawn Hershey Tal Remez D. Ellis J. Hershey 39 69 0 02 Nov 2020
What's All the FUSS About Free Universal Sound Separation Data? Scott Wisdom Hakan Erdogan D. Ellis Romain Serizel Nicolas Turpault Eduardo Fonseca Justin Salamon Prem Seetharaman J. Hershey 27 82 0 02 Nov 2020
Phase recovery with Bregman divergences for audio source separation P. Magron Pierre-Hugo Vial Thomas Oberlin Cédric Févotte 29 1 0 20 Oct 2020
Unsupervised Sound Separation Using Mixture Invariant Training Scott Wisdom Efthymios Tzinis Hakan Erdogan Ron J. Weiss K. Wilson J. Hershey 16 27 0 23 Jun 2020
Efficient Integration of Multi-channel Information for Speaker-independent Speech Separation Yuichiro Koyama Oluwafemi Azeez Bhiksha Raj 27 4 0 23 May 2020
Conditioned Source Separation for Music Instrument Performances Olga Slizovskaia G. Haro E. Gómez 30 38 0 08 Apr 2020
Multi-Microphone Complex Spectral Mapping for Speech Dereverberation Zhong-Qiu Wang DeLiang Wang 27 61 0 04 Mar 2020
Consistency-aware multi-channel speech enhancement using deep neural networks Yoshiki Masuyama M. Togami Tatsuya Komatsu 29 8 0 14 Feb 2020
Universal Sound Separation Ilya Kavalerov Scott Wisdom Hakan Erdogan Brian Patton K. Wilson Jonathan Le Roux J. Hershey 11 184 0 08 May 2019
End-to-End Speech Separation with Unfolded Iterative Phase Reconstruction Zhong-Qiu Wang Jonathan Le Roux DeLiang Wang J. Hershey 98 123 0 26 Apr 2018