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"

20 / 70 papers shown

Title
RemixIT: Continual self-training of speech enhancement models via bootstrapped remixing Efthymios Tzinis Yossi Adi V. Ithapu Buye Xu Paris Smaragdis Anurag Kumar CLL 14 54 0 17 Feb 2022
MixCycle: Unsupervised Speech Separation via Cyclic Mixture Permutation Invariant Training Ertuğ Karamatlı S. Kırbız SSL 15 9 0 08 Feb 2022
Exploring Self-Attention Mechanisms for Speech Separation Cem Subakan Mirco Ravanelli Samuele Cornell François Grondin Mirko Bronzi 29 23 0 06 Feb 2022
Zero-shot Audio Source Separation through Query-based Learning from Weakly-labeled Data Ke Chen Xingjian Du Bilei Zhu Zejun Ma Taylor Berg-Kirkpatrick Shlomo Dubnov 9 43 0 15 Dec 2021
Hybrid Neural Networks for On-device Directional Hearing Anran Wang Maruchi Kim Hao Zhang Shyamnath Gollakota 6 15 0 11 Dec 2021
A Time-domain Real-valued Generalized Wiener Filter for Multi-channel Neural Separation Systems Yi Luo 16 14 0 07 Dec 2021
Speech Separation Using an Asynchronous Fully Recurrent Convolutional Neural Network Xiaolin Hu Kai Li Weiyi Zhang Yi Luo Jean-Marie Lemercier Timo Gerkmann 44 47 0 04 Dec 2021
BLOOM-Net: Blockwise Optimization for Masking Networks Toward Scalable and Efficient Speech Enhancement Sunwoo Kim Minje Kim 29 4 0 17 Nov 2021
Weight, Block or Unit? Exploring Sparsity Tradeoffs for Speech Enhancement on Tiny Neural Accelerators Marko Stamenovic Nils L. Westhausen Li-Chia Yang Carl R. Jensen Alex Pawlicki 15 10 0 03 Nov 2021
REAL-M: Towards Speech Separation on Real Mixtures Cem Subakan Mirco Ravanelli Samuele Cornell François Grondin 11 17 0 20 Oct 2021
Continual self-training with bootstrapped remixing for speech enhancement Efthymios Tzinis Yossi Adi V. Ithapu Buye Xu Anurag Kumar 11 16 0 19 Oct 2021
Stepwise-Refining Speech Separation Network via Fine-Grained Encoding in High-order Latent Domain Zengwei Yao Wenjie Pei Fanglin Chen Guangming Lu David C. Zhang 12 12 0 10 Oct 2021
Multi-accent Speech Separation with One Shot Learning Kuan-Po Huang Yuan-Kuei Wu Hung-yi Lee 14 4 0 22 Jun 2021
Lightweight Dual-channel Target Speaker Separation for Mobile Voice Communication Yuanyuan Bao Yanze Xu Na Xu Wenjing Yang Hongfeng Li Shicong Li Y. Jia Fei Xiang Jincheng He Ming Li 16 1 0 05 Jun 2021
Separate but Together: Unsupervised Federated Learning for Speech Enhancement from Non-IID Data Efthymios Tzinis Jonah Casebeer Zhepei Wang Paris Smaragdis FedML 19 19 0 11 May 2021
Time-Domain Speech Extraction with Spatial Information and Multi Speaker Conditioning Mechanism Jisi Zhang Catalin Zorila R. Doddipatla Jon Barker 8 13 0 07 Feb 2021
Group Communication with Context Codec for Lightweight Source Separation Yi Luo Cong Han N. Mesgarani 6 20 0 14 Dec 2020
Ultra-Lightweight Speech Separation via Group Communication Yi Luo Cong Han N. Mesgarani VLM 11 30 0 17 Nov 2020
Unified Gradient Reweighting for Model Biasing with Applications to Source Separation Efthymios Tzinis Dimitrios Bralios Paris Smaragdis 19 1 0 25 Oct 2020
Attention is All You Need in Speech Separation Cem Subakan Mirco Ravanelli Samuele Cornell Mirko Bronzi Jianyuan Zhong 12 534 0 25 Oct 2020