Efthymios Tzinis

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 54

Top Topics

Speech Enhancement

Multidimensional Scaling

Autism Spectrum Disorder

Top Venues

Publications

Dimitrios Bralios, Efthymios Tzinis, Gordon Wichern, Paris Smaragdis, Jonathan Le Roux
Latent Iterative Refinement for Modular Source Separation. ICASSP (2023)
Dimitrios Bralios, Efthymios Tzinis, Paris Smaragdis
Complete and separate: Conditional separation with missing target source attribute completion. CoRR (2023)
Efthymios Tzinis, Gordon Wichern, Paris Smaragdis, Jonathan Le Roux
Optimal Condition Training for Target Source Separation. ICASSP (2023)
Dimitrios Bralios, Efthymios Tzinis, Paris Smaragdis
Complete and Separate: Conditional Separation with Missing Target Source Attribute Completion. WASPAA (2023)
Simon Leglaive, Léonie Borne, Efthymios Tzinis, Mostafa Sadeghi, Matthieu Fraticelli, Scott Wisdom, Manuel Pariente, Daniel Pressnitzer, John R. Hershey
The CHiME-7 UDASE task: Unsupervised domain adaptation for conversational speech enhancement. CoRR (2023)
Efthymios Tzinis, Scott Wisdom, Tal Remez, John R. Hershey
AudioScopeV2: Audio-Visual Attention Architectures for Calibrated Open-Domain On-Screen Sound Separation. ECCV (37) (2022)
Zhepei Wang, Cem Subakan, Xilin Jiang, Junkai Wu, Efthymios Tzinis, Mirco Ravanelli, Paris Smaragdis
Learning Representations for New Sound Classes With Continual Self-Supervised Learning. IEEE Signal Process. Lett. 29 (2022)
Dimitrios Bralios, Efthymios Tzinis, Gordon Wichern, Paris Smaragdis, Jonathan Le Roux
Latent Iterative Refinement for Modular Source Separation. CoRR (2022)
Efthymios Tzinis, Gordon Wichern, Aswin Shanmugam Subramanian, Paris Smaragdis, Jonathan Le Roux
Heterogeneous Target Speech Separation. INTERSPEECH (2022)
Efthymios Tzinis, Yossi Adi, Vamsi K. Ithapu, Buye Xu, Anurag Kumar
Continual Self-Training With Bootstrapped Remixing For Speech Enhancement. ICASSP (2022)
Efthymios Tzinis, Zhepei Wang, Xilin Jiang, Paris Smaragdis
Compute and Memory Efficient Universal Sound Source Separation. J. Signal Process. Syst. 94 (2) (2022)
Efthymios Tzinis, Yossi Adi, Vamsi Krishna Ithapu, Buye Xu, Paris Smaragdis, Anurag Kumar
RemixIT: Continual self-training of speech enhancement models via bootstrapped remixing. CoRR (2022)
Zhepei Wang, Cem Subakan, Xilin Jiang, Junkai Wu, Efthymios Tzinis, Mirco Ravanelli, Paris Smaragdis
Learning Representations for New Sound Classes With Continual Self-Supervised Learning. CoRR (2022)
Efthymios Tzinis, Gordon Wichern, Paris Smaragdis, Jonathan Le Roux
Optimal Condition Training for Target Source Separation. CoRR (2022)
Efthymios Tzinis, Gordon Wichern, Aswin Shanmugam Subramanian, Paris Smaragdis, Jonathan Le Roux
Heterogeneous Target Speech Separation. CoRR (2022)
Efthymios Tzinis, Scott Wisdom, Tal Remez, John R. Hershey
AudioScopeV2: Audio-Visual Attention Architectures for Calibrated Open-Domain On-Screen Sound Separation. CoRR (2022)
Efthymios Tzinis, Yossi Adi, Vamsi K. Ithapu, Buye Xu, Paris Smaragdis, Anurag Kumar
RemixIT: Continual Self-Training of Speech Enhancement Models via Bootstrapped Remixing. IEEE J. Sel. Top. Signal Process. 16 (6) (2022)
Efthymios Tzinis, Zhepei Wang, Xilin Jiang, Paris Smaragdis
Compute and memory efficient universal sound source separation. CoRR (2021)
Efthymios Tzinis, Jonah Casebeer, Zhepei Wang, Paris Smaragdis
Separate But Together: Unsupervised Federated Learning for Speech Enhancement from Non-IID Data. WASPAA (2021)
Georgios Paraskevopoulos, Efthymios Tzinis, Nikolaos Ellinas, Theodoros Giannakopoulos, Alexandros Potamianos
Unsupervised low-rank representations for speech emotion recognition. CoRR (2021)
Efthymios Tzinis, Yossi Adi, Vamsi K. Ithapu, Buye Xu, Anurag Kumar
Continual self-training with bootstrapped remixing for speech enhancement. CoRR (2021)
Zhepei Wang, Jonah Casebeer, Adam Clemmitt, Efthymios Tzinis, Paris Smaragdis
Sound Event Detection with Adaptive Frequency Selection. CoRR (2021)
Efthymios Tzinis, Scott Wisdom, Aren Jansen, Shawn Hershey, Tal Remez, Dan Ellis, John R. Hershey
Into the Wild with AudioScope: Unsupervised Audio-Visual Separation of On-Screen Sounds. ICLR (2021)
Efthymios Tzinis, Jonah Casebeer, Zhepei Wang, Paris Smaragdis
Separate but Together: Unsupervised Federated Learning for Speech Enhancement from Non-IID Data. CoRR (2021)
Efthymios Tzinis, Scott Wisdom, Tal Remez, John R. Hershey
Improving On-Screen Sound Separation for Open Domain Videos with Audio-Visual Self-attention. CoRR (2021)
Zhepei Wang, Jonah Casebeer, Adam Clemmitt, Efthymios Tzinis, Paris Smaragdis
Sound Event Detection with Adaptive Frequency Selection. WASPAA (2021)
Efthymios Tzinis, Dimitrios Bralios, Paris Smaragdis
Unified Gradient Reweighting for Model Biasing with Applications to Source Separation. ICASSP (2021)
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
Asteroid: the PyTorch-based audio source separation toolkit for researchers. CoRR (2020)
Scott Wisdom, Efthymios Tzinis, Hakan Erdogan, Ron J. Weiss, Kevin W. Wilson, John R. Hershey
Unsupervised Sound Separation Using Mixture Invariant Training. NeurIPS (2020)
Efthymios Tzinis, Dimitrios Bralios, Paris Smaragdis
Unified Gradient Reweighting for Model Biasing with Applications to Source Separation. CoRR (2020)
Efthymios Tzinis, Scott Wisdom, Aren Jansen, Shawn Hershey, Tal Remez, Daniel P. W. Ellis, John R. Hershey
Into the Wild with AudioScope: Unsupervised Audio-Visual Separation of On-Screen Sounds. CoRR (2020)
Shrikant Venkataramani, Efthymios Tzinis, Paris Smaragdis
End-To-End Non-Negative Autoencoders for Sound Source Separation. ICASSP (2020)
Efthymios Tzinis, Scott Wisdom, John R. Hershey, Aren Jansen, Daniel P. W. Ellis
Improving Universal Sound Separation Using Sound Classification. ICASSP (2020)
Efthymios Tzinis, Shrikant Venkataramani, Zhepei Wang, Y. Cem Sübakan, Paris Smaragdis
Two-Step Sound Source Separation: Training On Learned Latent Targets. ICASSP (2020)
Scott Wisdom, Efthymios Tzinis, Hakan Erdogan, Ron J. Weiss, Kevin W. Wilson, John R. Hershey
Unsupervised Sound Separation Using Mixtures of Mixtures. CoRR (2020)
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
Asteroid: The PyTorch-Based Audio Source Separation Toolkit for Researchers. INTERSPEECH (2020)
Efthymios Tzinis, Zhepei Wang, Paris Smaragdis
Sudo RM -RF: Efficient Networks for Universal Audio Source Separation. MLSP (2020)
Efthymios Tzinis, Zhepei Wang, Paris Smaragdis
Sudo rm -rf: Efficient Networks for Universal Audio Source Separation. CoRR (2020)
Shrikant Venkataramani, Efthymios Tzinis, Paris Smaragdis
End-to-end Non-Negative Autoencoders for Sound Source Separation. CoRR (2019)
Efthymios Tzinis
Bootstrapped Coordinate Search for Multidimensional Scaling. CoRR (2019)
Efthymios Tzinis, Shrikant Venkataramani, Paris Smaragdis
Unsupervised Deep Clustering for Source Separation: Direct Learning from Mixtures Using Spatial Information. ICASSP (2019)
Efthymios Tzinis, Shrikant Venkataramani, Zhepei Wang, Y. Cem Sübakan, Paris Smaragdis
Two-Step Sound Source Separation: Training on Learned Latent Targets. CoRR (2019)
Zhepei Wang, Y. Cem Sübakan, Efthymios Tzinis, Paris Smaragdis, Laurent Charlin
Continual Learning of New Sound Classes using Generative Replay. CoRR (2019)
Efthymios Tzinis, Scott Wisdom, John R. Hershey, Aren Jansen, Daniel P. W. Ellis
Improving Universal Sound Separation Using Sound Classification. CoRR (2019)
Georgios Paraskevopoulos, Efthymios Tzinis, Nikolaos Ellinas, Theodoros Giannakopoulos, Alexandros Potamianos
Unsupervised Low-Rank Representations for Speech Emotion Recognition. INTERSPEECH (2019)
Zhepei Wang, Y. Cem Sübakan, Efthymios Tzinis, Paris Smaragdis, Laurent Charlin
Continual Learning of New Sound Classes Using Generative Replay. WASPAA (2019)
Shrikant Venkataramani, Efthymios Tzinis, Paris Smaragdis
A Style Transfer Approach to Source Separation. CoRR (2019)
Shrikant Venkataramani, Efthymios Tzinis, Paris Smaragdis
A Style Transfer Approach to Source Separation. WASPAA (2019)
Efthymios Tzinis, Georgios Paraskevopoulos, Christos Baziotis, Alexandros Potamianos
Integrating Recurrence Dynamics for Speech Emotion Recognition. INTERSPEECH (2018)
Efthymios Tzinis, Shrikant Venkataramani, Paris Smaragdis
Unsupervised Deep Clustering for Source Separation: Direct Learning from Mixtures using Spatial Information. CoRR (2018)
Efthymios Tzinis, Georgios Paraskevopoulos, Christos Baziotis, Alexandros Potamianos
Integrating Recurrence Dynamics for Speech Emotion Recognition. CoRR (2018)
Georgios Paraskevopoulos, Efthymios Tzinis, Emmanouil-Vasileios Vlatakis-Gkaragkounis, Alexandros Potamianos
Pattern Search Multidimensional Scaling. CoRR (2018)
Arodami Chorianopoulou, Efthymios Tzinis, Elias Iosif, Asimenia Papoulidi, Christina Papailiou, Alexandros Potamianos
Engagement detection for children with Autism Spectrum Disorder. ICASSP (2017)
Efthymios Tzinis, Alexandros Potamianos
Segment-based speech emotion recognition using recurrent neural networks. ACII (2017)