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LA-VocE: Low-SNR Audio-visual Speech Enhancement using Neural Vocoders


Nov 20, 2022
Rodrigo Mira, Buye Xu, Jacob Donley, Anurag Kumar, Stavros Petridis, Vamsi Krishna Ithapu, Maja Pantic

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* Submitted to ICASSP 2023 

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The impact of removing head movements on audio-visual speech enhancement


Feb 02, 2022
Zhiqi Kang, Mostafa Sadeghi, Radu Horaud, Xavier Alameda-Pineda, Jacob Donley, Anurag Kumar

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NICE-Beam: Neural Integrated Covariance Estimators for Time-Varying Beamformers


Dec 08, 2021
Jonah Casebeer, Jacob Donley, Daniel Wong, Buye Xu, Anurag Kumar

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Multichannel Speech Enhancement without Beamforming


Oct 25, 2021
Asutosh Pandey, Buye Xu, Anurag Kumar, Jacob Donley, Paul Calamia, DeLiang Wang

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* submitted to ICASSP 2022 

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TADRN: Triple-Attentive Dual-Recurrent Network for Ad-hoc Array Multichannel Speech Enhancement


Oct 22, 2021
Ashutosh Pandey, Buye Xu, Anurag Kumar, Jacob Donley, Paul Calamia, DeLiang Wang

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* submitted to ICASSP 2022 

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TPARN: Triple-path Attentive Recurrent Network for Time-domain Multichannel Speech Enhancement


Oct 20, 2021
Ashutosh Pandey, Buye Xu, Anurag Kumar, Jacob Donley, Paul Calamia, DeLiang Wang

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* submitted to ICASSP 2022 

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EasyCom: An Augmented Reality Dataset to Support Algorithms for Easy Communication in Noisy Environments


Jul 09, 2021
Jacob Donley, Vladimir Tourbabin, Jung-Suk Lee, Mark Broyles, Hao Jiang, Jie Shen, Maja Pantic, Vamsi Krishna Ithapu, Ravish Mehra

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* Dataset is available at: https://github.com/facebookresearch/EasyComDataset 

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Multi-Channel Speech Enhancement using Graph Neural Networks


Feb 13, 2021
Panagiotis Tzirakis, Anurag Kumar, Jacob Donley

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* Proc. ICASSP 2021 

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