Efthymios Tzinis

According to our database, Efthymios Tzinis authored at least 31 papers between 2017 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

The CHiME-7 UDASE task: Unsupervised domain adaptation for conversational speech enhancement.

Simon Leglaive, Léonie Borne, Efthymios Tzinis, Mostafa Sadeghi, Matthieu Fraticelli, Scott Wisdom, Manuel Pariente, Daniel Pressnitzer, John R. Hershey

CoRR, 2023

Complete and Separate: Conditional Separation with Missing Target Source Attribute Completion.

Dimitrios Bralios, Efthymios Tzinis, Paris Smaragdis

Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2023

Optimal Condition Training for Target Source Separation.

Efthymios Tzinis, Gordon Wichern, Paris Smaragdis, Jonathan Le Roux

Proceedings of the IEEE International Conference on Acoustics, 2023

Latent Iterative Refinement for Modular Source Separation.

Dimitrios Bralios, Efthymios Tzinis, Gordon Wichern, Paris Smaragdis, Jonathan Le Roux

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

Compute and Memory Efficient Universal Sound Source Separation.

Efthymios Tzinis, Zhepei Wang, Xilin Jiang, Paris Smaragdis

J. Signal Process. Syst., 2022

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

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

IEEE Signal Process. Lett., 2022

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

Efthymios Tzinis, Yossi Adi, Vamsi K. Ithapu, Buye Xu, Paris Smaragdis, Anurag Kumar

IEEE J. Sel. Top. Signal Process., 2022

Heterogeneous Target Speech Separation.

Efthymios Tzinis, Gordon Wichern, Aswin Shanmugam Subramanian, Paris Smaragdis, Jonathan Le Roux

Proceedings of the Interspeech 2022, 2022

Continual Self-Training With Bootstrapped Remixing For Speech Enhancement.

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

Proceedings of the IEEE International Conference on Acoustics, 2022

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

Efthymios Tzinis, Scott Wisdom, Tal Remez, John R. Hershey

Proceedings of the Computer Vision - ECCV 2022, 2022

2021

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

Efthymios Tzinis, Scott Wisdom, Tal Remez, John R. Hershey

CoRR, 2021

Sound Event Detection with Adaptive Frequency Selection.

Zhepei Wang, Jonah Casebeer, Adam Clemmitt, Efthymios Tzinis, Paris Smaragdis

Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2021

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

Efthymios Tzinis, Jonah Casebeer, Zhepei Wang, Paris Smaragdis

Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2021

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

Efthymios Tzinis, Scott Wisdom, Aren Jansen, Shawn Hershey, Tal Remez, Dan Ellis, John R. Hershey

Proceedings of the 9th International Conference on Learning Representations, 2021

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

Efthymios Tzinis, Dimitrios Bralios, Paris Smaragdis

Proceedings of the IEEE International Conference on Acoustics, 2021

2020

Unsupervised Sound Separation Using Mixtures of Mixtures.

Scott Wisdom, Efthymios Tzinis, Hakan Erdogan, Ron J. Weiss, Kevin W. Wilson, John R. Hershey

CoRR, 2020

Unsupervised Sound Separation Using Mixture Invariant Training.

Scott Wisdom, Efthymios Tzinis, Hakan Erdogan, Ron J. Weiss, Kevin W. Wilson, John R. Hershey

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

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

Efthymios Tzinis, Zhepei Wang, Paris Smaragdis

Proceedings of the 30th IEEE International Workshop on Machine Learning for Signal Processing, 2020

Asteroid: The PyTorch-Based Audio Source Separation Toolkit for Researchers.

Manuel Pariente, Samuele Cornell, Joris Cosentino, Sunit Sivasankaran, Efthymios Tzinis, Jens Heitkaemper, Michel Olvera, Fabian-Robert Stöter, Mathieu Hu, Juan M. Martín-Doñas, David Ditter, Ariel Frank, Antoine Deleforge, Emmanuel Vincent

Proceedings of the Interspeech 2020, 2020

End-To-End Non-Negative Autoencoders for Sound Source Separation.

Shrikant Venkataramani, Efthymios Tzinis, Paris Smaragdis

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Improving Universal Sound Separation Using Sound Classification.

Efthymios Tzinis, Scott Wisdom, John R. Hershey, Aren Jansen, Daniel P. W. Ellis

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

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

Efthymios Tzinis, Shrikant Venkataramani, Zhepei Wang, Y. Cem Sübakan, Paris Smaragdis

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019

Bootstrapped Coordinate Search for Multidimensional Scaling.

Efthymios Tzinis

CoRR, 2019

Continual Learning of New Sound Classes Using Generative Replay.

Zhepei Wang, Y. Cem Sübakan, Efthymios Tzinis, Paris Smaragdis, Laurent Charlin

Proceedings of the 2019 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2019

A Style Transfer Approach to Source Separation.

Shrikant Venkataramani, Efthymios Tzinis, Paris Smaragdis

Proceedings of the 2019 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2019

Unsupervised Low-Rank Representations for Speech Emotion Recognition.

Georgios Paraskevopoulos, Efthymios Tzinis, Nikolaos Ellinas, Theodoros Giannakopoulos, Alexandros Potamianos

Proceedings of the Interspeech 2019, 2019

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

Efthymios Tzinis, Shrikant Venkataramani, Paris Smaragdis

Proceedings of the IEEE International Conference on Acoustics, 2019

2018

Pattern Search Multidimensional Scaling.

Georgios Paraskevopoulos, Efthymios Tzinis, Emmanouil-Vasileios Vlatakis-Gkaragkounis, Alexandros Potamianos

CoRR, 2018

Integrating Recurrence Dynamics for Speech Emotion Recognition.

Efthymios Tzinis, Georgios Paraskevopoulos, Christos Baziotis, Alexandros Potamianos

Proceedings of the Interspeech 2018, 2018

2017

Engagement detection for children with Autism Spectrum Disorder.

Arodami Chorianopoulou, Efthymios Tzinis, Elias Iosif, Asimenia Papoulidi, Christina Papailiou, Alexandros Potamianos

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Segment-based speech emotion recognition using recurrent neural networks.

Efthymios Tzinis, Alexandros Potamianos

Proceedings of the Seventh International Conference on Affective Computing and Intelligent Interaction, 2017