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Pooyan Safari
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Cited by
Year
Self multi-head attention for speaker recognition
M India, P Safari, J Hernando
INTERSPEECH, 2019
1462019
Self-attention encoding and pooling for speaker recognition
P Safari, M India, J Hernando
arXiv preprint arXiv:2008.01077, 2020
1092020
Double multi-head attention for speaker verification
M India, P Safari, J Hernando
ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021
282021
Deep convolutional neural network for network-wide QoT estimation
P Safari, B Shariati, G Bergk, JK Fischer
Optical Fiber Communication Conference, Th4J. 3, 2021
272021
ML-assisted QoT estimation: a dataset collection and data visualization for dataset quality evaluation
G Bergk, B Shariati, P Safari, JK Fischer
Journal of Optical Communications and Networking 14 (3), 43-55, 2021
212021
Vertical federated learning for privacy-preserving ML model development in partially disaggregated networks
N Hashemi, P Safari, B Shariati, JK Fischer
2021 European Conference on Optical Communication (ECOC), 1-4, 2021
182021
Machine and deep learning approaches to localization and range estimation of underwater acoustic sources
L Houégnigan, P Safari, C Nadeu, M André, M van der Schaar
2017 IEEE/OES Acoustics in Underwater Geosciences Symposium (RIO Acoustics), 1-6, 2017
172017
FEATURE CLASSIFICATION BY MEANS OF DEEP BELIEF NETWORKS FOR SPEAKER RECOGNITION
P Safari, O Ghahabi, J Hernando
EUSIPCO 2015, 2015
172015
Demonstration of federated learning over edge-computing enabled metro optical networks
B Shariati, P Safari, A Mitrovska, N Hashemi, JK Fischer, R Freund
2020 European Conference on Optical Communications (ECOC), 1-4, 2020
162020
Secure federated learning for Alzheimer's disease detection
A Mitrovska, P Safari, K Ritter, B Shariati, JK Fischer
Frontiers in aging neuroscience 16, 1324032, 2024
142024
A novel approach to real-time range estimation of underwater acoustic sources using supervised machine learning
L Houégnigan, P Safari, C Nadeu, M van der Schaar, M André
OCEANS 2017-Aberdeen, 1-5, 2017
132017
From Features to Speaker Vectors by means of Restricted Boltzmann Machine Adaptation
P Safari, O Ghahabi, J Hernando
The Speaker and Language Recognition Workshop (Odyssey 2016), 2016
132016
QoT dataset collection
G Bergk, B Shariati, P Safari, JK Fischer
online–accessed Mar, 2022
122022
Charting the future of optical access networks
JS Wey, D Khotimsky
European Conference and Exhibition on Optical Communication, Mo4C. 1, 2022
112022
Inter-operator machine learning model trading over acumos ai federated marketplace
B Shariati, P Safari, G Bergk, FI Oertel, JK Fischer
2021 Optical Fiber Communications Conference and Exhibition (OFC), 1-3, 2021
112021
Restricted boltzmann machine vectors for speaker clustering and tracking tasks in tv broadcast shows
U Khan, P Safari, J Hernando
Applied Sciences 9 (13), 2761, 2019
112019
Telemetry framework with data sovereignty features
B Shariati, H Qarawlus, S Biehs, JJ Pedreno-Manresa, P Safari, ...
Optical Fiber Communication Conference, M3G. 2, 2023
82023
A novel approach for joint analytical and ml-assisted gsnr estimation in flexible optical network
F Arpanaei, B Shariati, P Safari, MR Zefreh, JA Hernández, A Carena, ...
European Conference and Exhibition on Optical Communication, Tu5. 60, 2022
82022
Privacy-preserving distributed learning framework for 6G telecom ecosystems
P Safari, B Shariati, JK Fischer
arXiv preprint arXiv:2008.07225, 2020
82020
NEURAL NETWORKS FOR HIGH PERFORMANCE TIME-DELAY ESTIMATION AND ACOUSTIC SOURCE LOCALIZATION
L Houégnigan, P Safari, C Nadeu, M van der Schaar, M Solé, M André
Fifth International Conference on Signal, Image Processing, and Pattern …, 2017
82017
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Articles 1–20