| 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 | 122* | 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 | 107 | 2020 |
| Segment-based speech emotion recognition using recurrent neural networks E Tzinis, A Potamianos Affective Computing and Intelligent Interaction (ACII), 2017 Seventh …, 2017 | 71 | 2017 |
| 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 Signal …, 2020 | 66 | 2020 |
| 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 and …, 2020 | 62 | 2020 |
| 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 and …, 2020 | 57 | 2020 |
| 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 and …, 2019 | 43 | 2019 |
| 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 | 40 | 2021 |
| 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 | 25 | 2018 |
| 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 and …, 2017 | 24 | 2017 |
| Integrating Recurrence Dynamics for Speech Emotion Recognition E Tzinis, G Paraskevopoulos, C Baziotis, A Potamianos Proc. Interspeech 2018, 927-931, 2018 | 23 | 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 and …, 2021 | 15 | 2021 |
| 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 | 14 | 2021 |
| 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 | 12 | 2022 |
| Unsupervised low-rank representations for speech emotion recognition G Paraskevopoulos, E Tzinis, N Ellinas, T Giannakopoulos, A Potamianos Proc. Interspeech 2019, 939-943, 2019 | 11 | 2019 |
| 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 and …, 2019 | 10 | 2019 |
| 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 and …, 2022 | 8 | 2022 |
| 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 | 8 | 2020 |
| Audioscopev2: Audio-visual attention architectures for calibrated open-domain on-screen sound separation E Tzinis, S Wisdom, T Remez, JR Hershey Computer Vision–ECCV 2022: 17th European Conference, Tel Aviv, Israel …, 2022 | 7 | 2022 |
| 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 | 6 | 2021 |
Paris SmaragdisUniversity of Illinois at Urbana-Champaign / Adobe ResearchVerified email at illinois.edu
