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SAQAM: Spatial Audio Quality Assessment Metric


Jun 24, 2022
Pranay Manocha, Anurag Kumar, Buye Xu, Anjali Menon, Israel D. Gebru, Vamsi K. Ithapu, Paul Calamia

* To Appear, Interspeech 2022 

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RemixIT: Continual self-training of speech enhancement models via bootstrapped remixing


Feb 22, 2022
Efthymios Tzinis, Yossi Adi, Vamsi Krishna Ithapu, Buye Xu, Paris Smaragdis, Anurag Kumar

* Submitted to IEEE Journal of Selected Topics in Signal Processing 

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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

* 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

* 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

* submitted to ICASSP 2022 

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Continual self-training with bootstrapped remixing for speech enhancement


Oct 19, 2021
Efthymios Tzinis, Yossi Adi, Vamsi K. Ithapu, Buye Xu, Anurag Kumar

* Submitted to ICASSP 2022 

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Incorporating Real-world Noisy Speech in Neural-network-based Speech Enhancement Systems


Sep 21, 2021
Yangyang Xia, Buye Xu, Anurag Kumar


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NORESQA -- A Framework for Speech Quality Assessment using Non-Matching References


Sep 16, 2021
Pranay Manocha, Buye Xu, Anurag Kumar


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Online Self-Attentive Gated RNNs for Real-Time Speaker Separation


Jul 27, 2021
Ori Kabeli, Yossi Adi, Zhenyu Tang, Buye Xu, Anurag Kumar

* Appears at the Workshop on Machine Learning in Speech and Language Processing 2021 

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