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Improving Speech Enhancement through Fine-Grained Speech Characteristics


Jul 11, 2022
Muqiao Yang, Joseph Konan, David Bick, Anurag Kumar, Shinji Watanabe, Bhiksha Raj

* Accepted at InterSpeech 2022 

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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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Speech Quality Assessment through MOS using Non-Matching References


Jun 24, 2022
Pranay Manocha, Anurag Kumar

* 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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Curriculum optimization for low-resource speech recognition


Feb 17, 2022
Anastasia Kuznetsova, Anurag Kumar, Jennifer Drexler Fox, Francis Tyers


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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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Conformer-Based Self-Supervised Learning for Non-Speech Audio Tasks


Nov 10, 2021
Sangeeta Srivastava, Yun Wang, Andros Tjandra, Anurag Kumar, Chunxi Liu, Kritika Singh, Yatharth Saraf

* 4 pages. Submitted to ICASSP in Oct 2021 

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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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