Efthymios Tzinis

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Improving Universal Sound Separation Using Sound Classification Presentation

Efthymios Tzinis, Scott Wisdom, Aren Jansen, 2020 .

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

M. Ravanelli, P. Smaragdis, Cem Subakan, 2022, IEEE Signal Processing Letters.

Beta 1, Beta 2 and Beta 3 Adrenergic Receptor Gene Polymorphisms in a Southeastern European Population

G. Chrousos, M. Aschner, A. Tsatsakis, 2018, Front. Genet..

Unsupervised Speech Separation Using Mixtures of Mixtures

Ron J. Weiss, J. Hershey, Scott Wisdom, 2020 .

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

M. Ravanelli, P. Smaragdis, Cem Subakan, 2022, IEEE Signal Processing Letters.

Into the Wild with AudioScope: Unsupervised Audio-Visual Separation of On-Screen Sounds pdf

Efthymios Tzinis, Scott Wisdom, Aren Jansen, 2020, ICLR.

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

J. Hershey, Scott Wisdom, Tal Remez, 2021, ArXiv.

Integrating Recurrence Dynamics for Speech Emotion Recognition pdf

Efthymios Tzinis, Georgios Paraskevopoulos, Alexandros Potamianos, 2018, INTERSPEECH.

Heterogeneous Target Speech Separation

Jonathan Le Roux, P. Smaragdis, G. Wichern, 2022, INTERSPEECH.

Sudo RM -RF: Efficient Networks for Universal Audio Source Separation

P. Smaragdis, Zhepei Wang, Efthymios Tzinis, 2020, International Workshop on Machine Learning for Signal Processing.

Asteroid: the PyTorch-based audio source separation toolkit for researchers pdf

Efthymios Tzinis, Antoine Deleforge, Sunit Sivasankaran, 2020, INTERSPEECH.

Continual Self-Training With Bootstrapped Remixing For Speech Enhancement

Buye Xu, Yossi Adi, V. Ithapu, 2021, ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Compute and Memory Efficient Universal Sound Source Separation

P. Smaragdis, Zhepei Wang, Xilin Jiang, 2021, Journal of Signal Processing Systems.

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

Efthymios Tzinis, Paris Smaragdis, Jonah Casebeer, 2021, 2021 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA).

Unsupervised Sound Separation Using Mixture Invariant Training

Ron J. Weiss, J. Hershey, Scott Wisdom, 2020, NeurIPS.

Continual Learning of New Sound Classes Using Generative Replay

Efthymios Tzinis, Paris Smaragdis, Y. Cem Sübakan, 2019, 2019 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA).

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

J. Hershey, Scott Wisdom, Tal Remez, 2022, ECCV.

Two-Step Sound Source Separation: Training On Learned Latent Targets

P. Smaragdis, Shrikant Venkataramani, Zhepei Wang, 2019, ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Optimal Condition Training for Target Source Separation

Jonathan Le Roux, P. Smaragdis, G. Wichern, 2022, ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Unsupervised Sound Separation Using Mixtures of Mixtures pdf

Efthymios Tzinis, Scott Wisdom, John R. Hershey, 2020, ArXiv.

Improving Universal Sound Separation Using Sound Classification

Efthymios Tzinis, Scott Wisdom, Aren Jansen, 2019, ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Unsupervised Deep Clustering for Source Separation: Direct Learning from Mixtures Using Spatial Information

Efthymios Tzinis, Paris Smaragdis, Shrikant Venkataramani, 2018, ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Segment-based speech emotion recognition using recurrent neural networks

Efthymios Tzinis, Alexandros Potamianos, A. Potamianos, 2017, 2017 Seventh International Conference on Affective Computing and Intelligent Interaction (ACII).

RemixIT: Continual Self-Training of Speech Enhancement Models via Bootstrapped Remixing

P. Smaragdis, Buye Xu, Yossi Adi, 2022, IEEE Journal of Selected Topics in Signal Processing.

Pattern Search Multidimensional Scaling pdf

Efthymios Tzinis, Georgios Paraskevopoulos, Alexandros Potamianos, 2018, ArXiv.

Unsupervised Low-Rank Representations for Speech Emotion Recognition

Efthymios Tzinis, Georgios Paraskevopoulos, Nikolaos Ellinas, 2019, INTERSPEECH.

Latent Iterative Refinement for Modular Source Separation

Jonathan Le Roux, P. Smaragdis, G. Wichern, 2022, ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Unified Gradient Reweighting for Model Biasing with Applications to Source Separation pdf

Efthymios Tzinis, Paris Smaragdis, Dimitrios Bralios, 2020, ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Bootstrapped Coordinate Search for Multidimensional Scaling pdf

Efthymios Tzinis, Efthymios Tzinis, 2019, ArXiv.

Don’t Listen to What You Can’t See: The Importance of Negative Examples for Audio-Visual Sound Separation

J. Hershey, Scott Wisdom, Efthymios Tzinis, 2022 .