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Efthymios Tzinis
Efthymios Tzinis
Research Scientist at Google | Ex. UIUC, MERL, Meta
Verified email at google.com - Homepage
Title
Cited by
Cited by
Year
Unsupervised sound separation using mixture invariant training
S Wisdom, E Tzinis, H Erdogan, RJ Weiss, K Wilson, JR Hershey
Advances in Neural Information Processing Systems 33, 3846-3857, 2020
1572020
Asteroid: the pytorch-based audio source separation toolkit for researchers
M Pariente, S Cornell, J Cosentino, S Sivasankaran, E Tzinis, ...
Proc. Interspeech 2020, 2637-2641, 2020
154*2020
Sudo rm-rf: Efficient networks for universal audio source separation
E Tzinis, Z Wang, P Smaragdis
2020 IEEE 30th International Workshop on Machine Learning for Signalá…, 2020
1022020
Segment-based speech emotion recognition using recurrent neural networks
E Tzinis, A Potamianos
Affective Computing and Intelligent Interaction (ACII), 2017 Seventhá…, 2017
812017
Improving universal sound separation using sound classification
E Tzinis, S Wisdom, JR Hershey, A Jansen, DPW Ellis
ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech andá…, 2020
762020
Two-step sound source separation: Training on learned latent targets
E Tzinis, S Venkataramani, Z Wang, C Subakan, P Smaragdis
ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech andá…, 2020
692020
Into the wild with audioscope: Unsupervised audio-visual separation of on-screen sounds
E Tzinis, S Wisdom, A Jansen, S Hershey, T Remez, DPW Ellis, ...
International Conference on Learning Representations (ICLR) 2021, 2021
602021
Unsupervised deep clustering for source separation: Direct learning from mixtures using spatial information
E Tzinis, S Venkataramani, P Smaragdis
ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech andá…, 2019
472019
Remixit: Continual self-training of speech enhancement models via bootstrapped remixing
E Tzinis, Y Adi, VK Ithapu, B Xu, P Smaragdis, A Kumar
IEEE Journal of Selected Topics in Signal Processing 16 (6), 1329-1341, 2022
322022
Beta 1, Beta 2 and Beta 3 adrenergic receptor gene polymorphisms in a Southeastern European population
MS Katsarou, A Karathanasopoulou, A Andrianopoulou, V Desiniotis, ...
Frontiers in genetics 9, 560, 2018
302018
Compute and memory efficient universal sound source separation
E Tzinis, Z Wang, X Jiang, P Smaragdis
Journal of Signal Processing Systems 94 (2), 245-259, 2021
292021
Engagement detection for children with Autism Spectrum Disorder
A Chorianopoulou, E Tzinis, E Iosif, A Papoulidi, C Papailiou, ...
ICASSP 2017-2017 IEEE International Conference on Acoustics, Speech andá…, 2017
272017
Integrating Recurrence Dynamics for Speech Emotion Recognition
E Tzinis, G Paraskevopoulos, C Baziotis, A Potamianos
Proc. Interspeech 2018, 927-931, 2018
252018
Separate but together: Unsupervised federated learning for speech enhancement from non-iid data
E Tzinis, J Casebeer, Z Wang, P Smaragdis
2021 IEEE Workshop on Applications of Signal Processing to Audio andá…, 2021
212021
Audioscopev2: Audio-visual attention architectures for calibrated open-domain on-screen sound separation
E Tzinis, S Wisdom, T Remez, JR Hershey
European Conference on Computer Vision, 368-385, 2022
172022
Continual learning of new sound classes using generative replay
Z Wang, C Subakan, E Tzinis, P Smaragdis, L Charlin
2019 IEEE Workshop on Applications of Signal Processing to Audio andá…, 2019
172019
Unsupervised low-rank representations for speech emotion recognition
G Paraskevopoulos, E Tzinis, N Ellinas, T Giannakopoulos, A Potamianos
Proc. Interspeech 2019, 939-943, 2019
142019
Continual self-training with bootstrapped remixing for speech enhancement
E Tzinis, Y Adi, VK Ithapu, B Xu, A Kumar
ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech andá…, 2022
132022
Unsupervised speech separation using mixtures of mixtures
S Wisdom, E Tzinis, H Erdogan, RJ Weiss, K Wilson, JR Hershey
ICML 2020 Workshop on Self-Supervision for Audio and Speech, 2020
112020
Heterogeneous Target Speech Separation
E Tzinis, G Wichern, A Subramanian, P Smaragdis, JL Roux
Proc. Interspeech 2022, 1796-1800, 2022
82022
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