Compute and Memory Efficient Universal Sound Source Separation
Tzinis, Efthymios, Wang, Zhepei, Jiang, Xilin, Smaragdis, Paris
Published in Journal of signal processing systems (01.02.2022)
Published in Journal of signal processing systems (01.02.2022)
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Journal Article
Unsupervised Deep Clustering for Source Separation: Direct Learning from Mixtures Using Spatial Information
Tzinis, Efthymios, Venkataramani, Shrikant, Smaragdis, Paris
Published in ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.05.2019)
Published in ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.05.2019)
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Conference Proceeding
Improving Universal Sound Separation Using Sound Classification
Tzinis, Efthymios, Wisdom, Scott, Hershey, John R., Jansen, Aren, Ellis, Daniel P. W.
Published in ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.05.2020)
Published in ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.05.2020)
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Conference Proceeding
Beta 1, Beta 2 and Beta 3 Adrenergic Receptor Gene Polymorphisms in a Southeastern European Population
Katsarou, Martha-Spyridoula, Karathanasopoulou, Aikaterini, Andrianopoulou, Angeliki, Desiniotis, Vasileios, Tzinis, Efthymios, Dimitrakis, Efthimios, Lagiou, Maria, Charmandari, Evangelia, Aschner, Michael, Tsatsakis, Aristeidis M, Chrousos, George P, Drakoulis, Nikolaos
Published in Frontiers in genetics (28.11.2018)
Published in Frontiers in genetics (28.11.2018)
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Journal Article
Learning Representations for New Sound Classes With Continual Self-Supervised Learning
Wang, Zhepei, Subakan, Cem, Jiang, Xilin, Wu, Junkai, Tzinis, Efthymios, Ravanelli, Mirco, Smaragdis, Paris
Published in IEEE signal processing letters (01.01.2022)
Published in IEEE signal processing letters (01.01.2022)
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Journal Article
Separate But Together: Unsupervised Federated Learning for Speech Enhancement from Non-IID Data
Tzinis, Efthymios, Casebeer, Jonah, Wang, Zhepei, Smaragdis, Paris
Published in 2021 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) (17.10.2021)
Published in 2021 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) (17.10.2021)
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Conference Proceeding
Unified Gradient Reweighting for Model Biasing with Applications to Source Separation
Tzinis, Efthymios, Bralios, Dimitrios, Smaragdis, Paris
Published in ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (06.06.2021)
Published in ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (06.06.2021)
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Conference Proceeding
Sudo RM -RF: Efficient Networks for Universal Audio Source Separation
Tzinis, Efthymios, Wang, Zhepei, Smaragdis, Paris
Published in 2020 IEEE 30th International Workshop on Machine Learning for Signal Processing (MLSP) (01.09.2020)
Published in 2020 IEEE 30th International Workshop on Machine Learning for Signal Processing (MLSP) (01.09.2020)
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Conference Proceeding
Continual Learning of New Sound Classes Using Generative Replay
Wang, Zhepei, Subakan, Cem, Tzinis, Efthymios, Smaragdis, Paris, Charlin, Laurent
Published in 2019 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) (01.10.2019)
Published in 2019 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) (01.10.2019)
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Conference Proceeding
Continual Self-Training With Bootstrapped Remixing For Speech Enhancement
Tzinis, Efthymios, Adi, Yossi, Ithapu, Vamsi K., Xu, Buye, Kumar, Anurag
Published in ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (23.05.2022)
Published in ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (23.05.2022)
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Conference Proceeding
A Style Transfer Approach to Source Separation
Venkataramani, Shrikant, Tzinis, Efthymios, Smaragdis, Paris
Published in 2019 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) (01.10.2019)
Published in 2019 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) (01.10.2019)
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Conference Proceeding
Sound Event Detection with Adaptive Frequency Selection
Wang, Zhepei, Casebeer, Jonah, Clemmitt, Adam, Tzinis, Efthymios, Smaragdis, Paris
Published in 2021 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) (17.10.2021)
Published in 2021 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) (17.10.2021)
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Conference Proceeding
Latent Iterative Refinement for Modular Source Separation
Bralios, Dimitrios, Tzinis, Efthymios, Wichern, Gordon, Smaragdis, Paris, Roux, Jonathan Le
Published in ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (04.06.2023)
Published in ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (04.06.2023)
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Conference Proceeding
Engagement detection for children with Autism Spectrum Disorder
Chorianopoulou, Arodami, Tzinis, Efthymios, Iosif, Elias, Papoulidi, Asimenia, Papailiou, Christina, Potamianos, Alexandros
Published in 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.03.2017)
Published in 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.03.2017)
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Conference Proceeding