Sudo rm -rf: Efficient Networks for Universal Audio Source Separation

14 July 2020

Papers citing "Sudo rm -rf: Efficient Networks for Universal Audio Source Separation"

50 / 70 papers shown

Title
Annealed Multiple Choice Learning: Overcoming limitations of Winner-takes-all with annealing David Perera Victor Letzelter Théo Mariotte Adrien Cortés Mickaël Chen S. Essid Ga¨el Richard 64 2 0 20 Jan 2025
SepMamba: State-space models for speaker separation using Mamba Thor Højhus Avenstrup Boldizsár Elek István László Mádi András Bence Schin Morten Mørup Bjørn Sand Jensen Kenny Falkær Olsen Mamba 21 0 0 28 Oct 2024
TIGER: Time-frequency Interleaved Gain Extraction and Reconstruction for Efficient Speech Separation Mohan Xu Kai Li Guo Chen Xiaolin Hu 43 0 0 02 Oct 2024
SonicSim: A customizable simulation platform for speech processing in moving sound source scenarios Kai Li Wendi Sang Chang Zeng Runxuan Yang Guo Chen Xiaolin Hu 26 2 0 02 Oct 2024
Extract and Diffuse: Latent Integration for Improved Diffusion-based Speech and Vocal Enhancement Yudong Yang Zhan Liu Wenyi Yu Guangzhi Sun Qiuqiang Kong Chao Zhang DiffM 44 0 0 15 Sep 2024
RF Challenge: The Data-Driven Radio Frequency Signal Separation Challenge A. Lancho Amir Weiss Gary C. F. Lee T. Jayashankar Binoy G. Kurien Yury Polyanskiy Gregory W. Wornell 32 0 0 13 Sep 2024
USEF-TSE: Universal Speaker Embedding Free Target Speaker Extraction Bang Zeng Ming Li 24 2 0 04 Sep 2024
Resource-Efficient Speech Quality Prediction through Quantization Aware Training and Binary Activation Maps Mattias Nilsson Riccardo Miccini Clément Laroche Tobias Piechowiak Friedemann Zenke MQ 21 0 0 05 Jul 2024
Improved Remixing Process for Domain Adaptation-Based Speech Enhancement by Mitigating Data Imbalance in Signal-to-Noise Ratio Li Li Shogo Seki 22 0 0 20 Jun 2024
Neural Blind Source Separation and Diarization for Distant Speech Recognition Yoshiaki Bando Tomohiko Nakamura Shinji Watanabe BDL 29 5 0 12 Jun 2024
Effects of Dataset Sampling Rate for Noise Cancellation through Deep Learning Brandon Colelough Andrew Zheng 19 1 0 30 May 2024
SPMamba: State-space model is all you need in speech separation Kai Li Guo Chen Mamba 45 0 0 02 Apr 2024
Dual-path Mamba: Short and Long-term Bidirectional Selective Structured State Space Models for Speech Separation Xilin Jiang Cong Han N. Mesgarani Mamba 31 41 0 27 Mar 2024
CrossNet: Leveraging Global, Cross-Band, Narrow-Band, and Positional Encoding for Single- and Multi-Channel Speaker Separation Vahid Ahmadi Kalkhorani DeLiang Wang 28 3 0 06 Mar 2024
Sound Source Separation Using Latent Variational Block-Wise Disentanglement Karim Helwani M. Togami Paris Smaragdis Michael M. Goodwin BDL DRL 21 1 0 08 Feb 2024
Objective and subjective evaluation of speech enhancement methods in the UDASE task of the 7th CHiME challenge Simon Leglaive Matthieu Fraticelli Hend ElGhazaly Léonie Borne Mostafa Sadeghi Scott Wisdom Manuel Pariente J. Hershey Daniel Pressnitzer Jon P. Barker 16 8 0 02 Feb 2024
Online speaker diarization of meetings guided by speech separation Elio Gruttadauria Mathieu Fontaine S. Essid 14 4 0 30 Jan 2024
TDFNet: An Efficient Audio-Visual Speech Separation Model with Top-down Fusion Samuel Pegg Kai Li Xiaolin Hu 24 1 0 25 Jan 2024
Single-Microphone Speaker Separation and Voice Activity Detection in Noisy and Reverberant Environments Renana Opochinsky Mordehay Moradi Sharon Gannot 13 4 0 07 Jan 2024
Remixed2Remixed: Domain adaptation for speech enhancement by Noise2Noise learning with Remixing Li Li Shogo Seki 25 2 0 28 Dec 2023
Multi-CMGAN+/+: Leveraging Multi-Objective Speech Quality Metric Prediction for Speech Enhancement George Close William Ravenscroft Thomas Hain Stefan Goetze 30 2 0 14 Dec 2023
Subnetwork-to-go: Elastic Neural Network with Dynamic Training and Customizable Inference Kai Li Yi Luo 21 2 0 06 Dec 2023
Improving Label Assignments Learning by Dynamic Sample Dropout Combined with Layer-wise Optimization in Speech Separation Chenyu Gao Yue Gu I. Marsic 13 0 0 20 Nov 2023
SPGM: Prioritizing Local Features for enhanced speech separation performance J. Yip Shengkui Zhao Yukun Ma Chongjia Ni Chong Zhang ... Trung Hieu Nguyen Kun Zhou Dianwen Ng E. Chng B. Ma MoE VLM 20 4 0 22 Sep 2023
Spatial LibriSpeech: An Augmented Dataset for Spatial Audio Learning Miguel Sarabia Elena Menyaylenko Alessandro Toso Skyler Seto Zakaria Aldeneh Shadi Pirhosseinloo Luca Zappella B. Theobald N. Apostoloff Jonathan Sheaffer 18 7 0 18 Aug 2023
The CHiME-7 UDASE task: Unsupervised domain adaptation for conversational speech enhancement Simon Leglaive Léonie Borne Efthymios Tzinis M. Sadeghi Matthieu Fraticelli Scott Wisdom Manuel Pariente Daniel Pressnitzer J. Hershey 21 17 0 07 Jul 2023
Neural Fast Full-Rank Spatial Covariance Analysis for Blind Source Separation Yoshiaki Bando Yoshiki Masuyama Aditya Arie Nugraha Kazuyoshi Yoshii BDL 15 4 0 17 Jun 2023
An Efficient Speech Separation Network Based on Recurrent Fusion Dilated Convolution and Channel Attention Junyu Wang 22 1 0 09 Jun 2023
A Neural State-Space Model Approach to Efficient Speech Separation Chen Chen Chao-Han Huck Yang Kai Li Yuchen Hu Pin-Jui Ku Chng Eng Siong 21 11 0 26 May 2023
Anomalous Sound Detection Based on Sound Separation Kanta Shimonishi Kota Dohi Y. Kawaguchi 21 5 0 25 May 2023
Speech Separation based on Contrastive Learning and Deep Modularization Peter Ochieng SSL 19 0 0 18 May 2023
Universal Source Separation with Weakly Labelled Data Qiuqiang Kong K. Chen Haohe Liu Xingjian Du Taylor Berg-Kirkpatrick Shlomo Dubnov Mark D. Plumbley 11 17 0 11 May 2023
Neural Speech Enhancement with Very Low Algorithmic Latency and Complexity via Integrated Full- and Sub-Band Modeling Zhongqiu Wang Samuele Cornell Shukjae Choi Younglo Lee Byeonghak Kim Shinji Watanabe AI4TS 8 9 0 18 Apr 2023
The Intel Neuromorphic DNS Challenge Jonathan Timcheck S. Shrestha D. B. Rubin A. Kupryjanow Garrick Orchard Lukasz Pindor Timothy M. Shea Mike Davies 31 27 0 16 Mar 2023
On Neural Architectures for Deep Learning-based Source Separation of Co-Channel OFDM Signals Gary C. F. Lee Amir Weiss A. Lancho Yury Polyanskiy G. Wornell AI4TS 6 6 0 11 Mar 2023
Scaling strategies for on-device low-complexity source separation with Conv-Tasnet Mohamed Nabih Ali Francesco Paissan Daniele Falavigna A. Brutti 15 2 0 06 Mar 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 17 51 0 23 Feb 2023
An Audio-Visual Speech Separation Model Inspired by Cortico-Thalamo-Cortical Circuits Kai Li Fenghua Xie Hang Chen K. Yuan Xiaolin Hu 12 14 0 21 Dec 2022
Deep neural network techniques for monaural speech enhancement: state of the art analysis P. Ochieng 28 21 0 01 Dec 2022
TF-GridNet: Integrating Full- and Sub-Band Modeling for Speech Separation Zhongqiu Wang Samuele Cornell Shukjae Choi Younglo Lee Byeonghak Kim Shinji Watanabe 12 116 0 22 Nov 2022
UX-NET: Filter-and-Process-based Improved U-Net for Real-time Time-domain Audio Separation Kashyap Patel A. Kovalyov Issa Panahi 16 6 0 28 Oct 2022
TridentSE: Guiding Speech Enhancement with 32 Global Tokens Dacheng Yin Zhiyuan Zhao Chuanxin Tang Zhiwei Xiong Chong Luo 20 14 0 24 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 66 95 0 08 Sep 2022
Exploiting Temporal Structures of Cyclostationary Signals for Data-Driven Single-Channel Source Separation Gary C. F. Lee Amir Weiss A. Lancho Jennifer Tang Yuheng Bu Yury Polyanskiy G. Wornell 11 6 0 22 Aug 2022
Resource-Efficient Separation Transformer Luca Della Libera Cem Subakan Mirco Ravanelli Samuele Cornell Frédéric Lepoutre François Grondin VLM 35 15 0 19 Jun 2022
RadioSES: mmWave-Based Audioradio Speech Enhancement and Separation System M. Z. Ozturk Chenshu Wu Beibei Wang Min Wu K. Liu 8 20 0 14 Apr 2022
Fine-grained Noise Control for Multispeaker Speech Synthesis Karolos Nikitaras G. Vamvoukakis Nikolaos Ellinas Konstantinos Klapsas K. Markopoulos S. Raptis June Sig Sung Gunu Jho Aimilios Chalamandaris Pirros Tsiakoulis 11 4 0 11 Apr 2022
SoundBeam: Target sound extraction conditioned on sound-class labels and enrollment clues for increased performance and continuous learning Marc Delcroix Jorge Bennasar Vázquez Tsubasa Ochiai K. Kinoshita Yasunori Ohishi S. Araki VLM 17 31 0 08 Apr 2022
Embedding Recurrent Layers with Dual-Path Strategy in a Variant of Convolutional Network for Speaker-Independent Speech Separation Xue Yang C. Bao 18 3 0 25 Mar 2022
Improving the transferability of speech separation by meta-learning Kuan-Po Huang Yuan-Kuei Wu Hung-yi Lee 35 1 0 11 Mar 2022