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Optimal Condition Training for Target Source Separation


Nov 11, 2022
Efthymios Tzinis, Gordon Wichern, Paris Smaragdis, Jonathan Le Roux

* Submitted to ICASSP 2023 

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AudioScopeV2: Audio-Visual Attention Architectures for Calibrated Open-Domain On-Screen Sound Separation


Jul 20, 2022
Efthymios Tzinis, Scott Wisdom, Tal Remez, John R. Hershey

* ECCV 2022 

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Learning Representations for New Sound Classes With Continual Self-Supervised Learning


May 15, 2022
Zhepei Wang, Cem Subakan, Xilin Jiang, Junkai Wu, Efthymios Tzinis, Mirco Ravanelli, Paris Smaragdis

* Submitted to IEEE Signal Processing Letters 

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Heterogeneous Target Speech Separation


Apr 07, 2022
Efthymios Tzinis, Gordon Wichern, Aswin Subramanian, Paris Smaragdis, Jonathan Le Roux

* Submitted to 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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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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Improving On-Screen Sound Separation for Open Domain Videos with Audio-Visual Self-attention


Jun 17, 2021
Efthymios Tzinis, Scott Wisdom, Tal Remez, John R. Hershey


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Sound Event Detection with Adaptive Frequency Selection


May 17, 2021
Zhepei Wang, Jonah Casebeer, Adam Clemmitt, Efthymios Tzinis, Paris Smaragdis

* Submitted to IEEE Workshop on Applications of Signal Processing to Audio and Acoustics 

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Separate but Together: Unsupervised Federated Learning for Speech Enhancement from Non-IID Data


May 11, 2021
Efthymios Tzinis, Jonah Casebeer, Zhepei Wang, Paris Smaragdis

* Submitted to WASPAA 21 

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Unsupervised low-rank representations for speech emotion recognition


Apr 14, 2021
Georgios Paraskevopoulos, Efthymios Tzinis, Nikolaos Ellinas, Theodoros Giannakopoulos, Alexandros Potamianos

* Published at Interspeech 2019 https://www.isca-speech.org/archive/Interspeech_2019/abstracts/2769.html 

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