SDR - half-baked or well done?

6 November 2018

Papers citing "SDR - half-baked or well done?"

50 / 611 papers shown

Title
Fast Random Approximation of Multi-channel Room Impulse Response Yi Luo Rongzhi Gu 20 4 0 17 Apr 2023
On Data Sampling Strategies for Training Neural Network Speech Separation Models William Ravenscroft Stefan Goetze Thomas Hain VLM 24 6 0 14 Apr 2023
Partially Adaptive Multichannel Joint Reduction of Ego-noise and Environmental Noise Hu Fang Niklas Wittmer Johannes Twiefel S. Wermter Timo Gerkmann 33 3 0 27 Mar 2023
Better Together: Dialogue Separation and Voice Activity Detection for Audio Personalization in TV Matteo Torcoli Emanuel Habets 30 3 0 23 Mar 2023
End-to-End Integration of Speech Separation and Voice Activity Detection for Low-Latency Diarization of Telephone Conversations Giovanni Morrone Samuele Cornell L. Serafini Enrico Zovato Alessio Brutti S. Squartini 23 4 0 21 Mar 2023
Configurable EBEN: Extreme Bandwidth Extension Network to enhance body-conducted speech capture Hauret Julien Joubaud Thomas V. Zimpfer Bavu Éric 21 6 0 17 Mar 2023
The Intel Neuromorphic DNS Challenge Jonathan Timcheck S. Shrestha D. B. Rubin A. Kupryjanow Garrick Orchard Lukasz Pindor Timothy M. Shea Mike Davies 39 27 0 16 Mar 2023
Beamformer-Guided Target Speaker Extraction Mohamed Elminshawi Srikanth Raj Chetupalli Emanuel Habets 35 7 0 15 Mar 2023
Towards Real-Time Single-Channel Speech Separation in Noisy and Reverberant Environments Julian Neri Sebastian Braun 19 1 0 14 Mar 2023
Multi-Microphone Speaker Separation by Spatial Regions Julian Wechsler Srikanth Raj Chetupalli Wolfgang Mack Emanuel Habets 34 10 0 13 Mar 2023
Distribution Preserving Source Separation With Time Frequency Predictive Models Pedro J. Villasana T J. Klejsa Lars Villemoes P. Hedelin 27 2 0 10 Mar 2023
X-SepFormer: End-to-end Speaker Extraction Network with Explicit Optimization on Speaker Confusion Kai Liu Z.C. Du Xucheng Wan Huan Zhou 52 21 0 09 Mar 2023
Speech Modeling with a Hierarchical Transformer Dynamical VAE Xiaoyu Lin Xiaoyu Bie Simon Leglaive Laurent Girin Xavier Alameda-Pineda BDL 50 2 0 07 Mar 2023
Multi-Dimensional and Multi-Scale Modeling for Speech Separation Optimized by Discriminative Learning Zhaoxi Mu Xinyu Yang Wenjing Zhu 31 5 0 07 Mar 2023
A Multi-Stage Triple-Path Method for Speech Separation in Noisy and Reverberant Environments Zhaoxi Mu Xinyu Yang Xiangyuan Yang Wenjing Zhu 18 5 0 07 Mar 2023
Extending DNN-based Multiplicative Masking to Deep Subband Filtering for Improved Dereverberation Jean-Marie Lemercier Julian Tobergte Timo Gerkmann 24 2 0 01 Mar 2023
Reducing the Prior Mismatch of Stochastic Differential Equations for Diffusion-based Speech Enhancement Bunlong Lay Simon Welker Julius Richter Timo Gerkmann DiffM 16 24 0 28 Feb 2023
3D Neural Beamforming for Multi-channel Speech Separation Against Location Uncertainty Rongzhi Gu Shi-Xiong Zhang Dong Yu 14 2 0 27 Feb 2023
DFSNet: A Steerable Neural Beamformer Invariant to Microphone Array Configuration for Real-Time, Low-Latency Speech Enhancement A. Kovalyov Kashyap Patel Issa Panahi 31 3 0 26 Feb 2023
MossFormer: Pushing the Performance Limit of Monaural Speech Separation using Gated Single-Head Transformer with Convolution-Augmented Joint Self-Attentions Shengkui Zhao Bin Ma 38 53 0 23 Feb 2023
Unifying Speech Enhancement and Separation with Gradient Modulation for End-to-End Noise-Robust Speech Separation Yuchen Hu Chen Chen Heqing Zou Xionghu Zhong Chng Eng Siong 50 16 0 22 Feb 2023
Deep AHS: A Deep Learning Approach to Acoustic Howling Suppression Huatian Zhang Meng Yu Dong Yu 34 8 0 18 Feb 2023
Multi-Source Diffusion Models for Simultaneous Music Generation and Separation Giorgio Mariani Irene Tallini Emilian Postolache Michele Mancusi Luca Cosmo Emanuele Rodolà DiffM 30 38 0 04 Feb 2023
Relating EEG to continuous speech using deep neural networks: a review Corentin Puffay Bernd Accou Lies Bollens Mohammad Jalilpour-Monesi Jonas Vanthornhout Hugo Van hamme T. Francart 19 41 0 03 Feb 2023
GibbsDDRM: A Partially Collapsed Gibbs Sampler for Solving Blind Inverse Problems with Denoising Diffusion Restoration Naoki Murata Koichi Saito Chieh-Hsin Lai Yuhta Takida Toshimitsu Uesaka Yuki Mitsufuji Stefano Ermon DiffM 56 49 0 30 Jan 2023
NeuralKalman: A Learnable Kalman Filter for Acoustic Echo Cancellation Yixuan Zhang Meng Yu Huatian Zhang Dong Yu DeLiang Wang 41 7 0 29 Jan 2023
Separate And Diffuse: Using a Pretrained Diffusion Model for Improving Source Separation Shahar Lutati Eliya Nachmani Lior Wolf DiffM 38 14 0 25 Jan 2023
On Batching Variable Size Inputs for Training End-to-End Speech Enhancement Systems Philippe Gonzalez T. S. Alstrøm Tobias May 24 9 0 25 Jan 2023
Perceive and predict: self-supervised speech representation based loss functions for speech enhancement George Close William Ravenscroft Thomas Hain Stefan Goetze SSL 38 12 0 11 Jan 2023
Rethinking complex-valued deep neural networks for monaural speech enhancement Haibin Wu Ke Tan Buye Xu Anurag Kumar Daniel D. E. Wong 29 6 0 11 Jan 2023
StoRM: A Diffusion-based Stochastic Regeneration Model for Speech Enhancement and Dereverberation Jean-Marie Lemercier Julius Richter Simon Welker Timo Gerkmann DiffM 155 81 0 22 Dec 2022
An Audio-Visual Speech Separation Model Inspired by Cortico-Thalamo-Cortical Circuits Kai Li Fenghua Xie Hang Chen K. Yuan Xiaolin Hu 34 14 0 21 Dec 2022
Towards Unified All-Neural Beamforming for Time and Frequency Domain Speech Separation Rongzhi Gu Shi-Xiong Zhang Yuexian Zou Dong Yu AI4TS 30 24 0 16 Dec 2022
DeFT-AN: Dense Frequency-Time Attentive Network for Multichannel Speech Enhancement Dongheon Lee Jung-Woo Choi 32 25 0 15 Dec 2022
Tackling the Cocktail Fork Problem for Separation and Transcription of Real-World Soundtracks Darius Petermann Gordon Wichern Aswin Shanmugam Subramanian Zhong-Qiu Wang Jonathan Le Roux 27 10 0 14 Dec 2022
Hyperbolic Audio Source Separation Darius Petermann Gordon Wichern Aswin Shanmugam Subramanian Jonathan Le Roux 27 10 0 09 Dec 2022
NBC2: Multichannel Speech Separation with Revised Narrow-band Conformer Changsheng Quan Xiaofei Li 35 2 0 05 Dec 2022
Deep neural network techniques for monaural speech enhancement: state of the art analysis P. Ochieng 37 21 0 01 Dec 2022
A General Unfolding Speech Enhancement Method Motivated by Taylor's Theorem Andong Li Guochen Yu C. Zheng Wenzhe Liu Xiaodong Li 48 10 0 30 Nov 2022
JaCappella Corpus: A Japanese a Cappella Vocal Ensemble Corpus Tomohiko Nakamura Shinnosuke Takamichi Naoko Tanji Satoru Fukayama Hiroshi Saruwatari 23 4 0 29 Nov 2022
Neural Vocoder Feature Estimation for Dry Singing Voice Separation Jae-Yeol Im Soonbeom Choi Sangeon Yong Juhan Nam 32 1 0 29 Nov 2022
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
TaylorBeamixer: Learning Taylor-Inspired All-Neural Multi-Channel Speech Enhancement from Beam-Space Dictionary Perspective Andong Li Guochen Yu Wenzhe Liu Xiaodong Li C. Zheng 32 2 0 22 Nov 2022
Latent Iterative Refinement for Modular Source Separation Dimitrios Bralios Efthymios Tzinis Gordon Wichern Paris Smaragdis Jonathan Le Roux BDL 33 5 0 22 Nov 2022
Self-Remixing: Unsupervised Speech Separation via Separation and Remixing Kohei Saijo Tetsuji Ogawa SSL 22 11 0 18 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 25 5 0 16 Nov 2022
Array Configuration-Agnostic Personalized Speech Enhancement using Long-Short-Term Spatial Coherence Yicheng Hsu Yonghan Lee M. Bai 32 2 0 16 Nov 2022
Leveraging Heteroscedastic Uncertainty in Learning Complex Spectral Mapping for Single-channel Speech Enhancement Kuan-Lin Chen Daniel D. E. Wong Ke Tan Buye Xu Anurag Kumar V. Ithapu 35 1 0 16 Nov 2022
Reverberation as Supervision for Speech Separation R. Aralikatti Christoph Boeddeker Gordon Wichern Aswin Shanmugam Subramanian Jonathan Le Roux 24 7 0 15 Nov 2022
MedleyVox: An Evaluation Dataset for Multiple Singing Voices Separation Chang-Bin Jeon Hyeongi Moon Keunwoo Choi Ben Sangbae Chon Kyogu Lee 20 5 0 14 Nov 2022