Follow
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
1752020
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
171*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
1212020
Segment-based speech emotion recognition using recurrent neural networks
E Tzinis, A Potamianos
Affective Computing and Intelligent Interaction (ACII), 2017 Seventhá…, 2017
832017
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
792020
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
752020
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
672021
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
522019
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
402022
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
342021
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
342018
Integrating Recurrence Dynamics for Speech Emotion Recognition
E Tzinis, G Paraskevopoulos, C Baziotis, A Potamianos
Proc. Interspeech 2018, 927-931, 2018
282018
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
282017
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
252021
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
222022
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
212019
Unsupervised low-rank representations for speech emotion recognition
G Paraskevopoulos, E Tzinis, N Ellinas, T Giannakopoulos, A Potamianos
Proc. Interspeech 2019, 939-943, 2019
152019
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
142022
Learning representations for new sound classes with continual self-supervised learning
Z Wang, C Subakan, X Jiang, J Wu, E Tzinis, M Ravanelli, P Smaragdis
IEEE Signal Processing Letters 29, 2607-2611, 2022
122022
Heterogeneous Target Speech Separation
E Tzinis, G Wichern, A Subramanian, P Smaragdis, JL Roux
Proc. Interspeech 2022, 1796-1800, 2022
122022
The system can't perform the operation now. Try again later.
Articles 1–20