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Efthymios Tzinis
Efthymios Tzinis
PhD Candidate at UIUC | Ex. Google, MERL, FRL
Verified email at illinois.edu - Homepage
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Cited by
Year
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
88*2020
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
68*2020
Segment-based speech emotion recognition using recurrent neural networks
E Tzinis, A Potamianos
Affective Computing and Intelligent Interaction (ACII), 2017 Seventhá…, 2017
592017
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
522020
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
412020
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
392020
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
362019
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
202021
Integrating Recurrence Dynamics for Speech Emotion Recognition
E Tzinis, G Paraskevopoulos, C Baziotis, A Potamianos
Proc. Interspeech 2018, 927-931, 2018
192018
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
162017
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, 560, 2018
14*2018
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
72021
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
62020
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
62019
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
52021
Unsupervised low-rank representations for speech emotion recognition
G Paraskevopoulos, E Tzinis, N Ellinas, T Giannakopoulos, A Potamianos
Proc. Interspeech 2019, 939-943, 2019
52019
Improving On-Screen Sound Separation for Open-Domain Videos with Audio-Visual Self-Attention
E Tzinis, S Wisdom, T Remez, JR Hershey
arXiv preprint arXiv:2106.09669, 2021
42021
End-to-end non-negative autoencoders for sound source separation
S Venkataramani, E Tzinis, P Smaragdis
ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech andá…, 2020
32020
Pattern search multidimensional scaling
G Paraskevopoulos, E Tzinis, EV Vlatakis-Gkaragkounis, A Potamianos
arXiv preprint arXiv:1806.00416, 2018
32018
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
22022
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Articles 1–20