Golnoosh Elhami

Audiovisual Communications Laboratory (LCAV)
School of Computer and Communication Sciences (IC)
Ecole Polytechnique Fédérale de Lausanne (EPFL)

Office: BC 320
Address: EPFL-IC-LCAV
Station 14
CH-1015 Lausanne
Switzerland
Phone: (+41) 21 693 1271
E-mail: golnoosh.elhami@epfl.ch

Biography

I received my B.Sc. in Electrical Engineering from University of Tehran and my M.Sc. in Communications from Sharif University of Technology in 2013 and 2015, respectively. In Sep. 2015, I started my Ph.D. as a fellowship student in the Audiovisual Communications Lab in Ecole Polytechnique Federal de Lausanne (EPFL) under the supervision of Prof. Martin Vetterli

My research interests cover a broad range of mathematical signal processing, computer vision and machine learning. I am currently working in parallel on three research projects: “Multidimensional Barcode Systems”, “Sampling and Reconstruction of Warped Signals”, and “Theory and Application of Coordinate Difference Matrices”. I am collaborating with several amazing people in LCAV on the last two projects. You can find more details about these projects in my research page.

Publications

G. Elhami; R. M. Weber : Audio Feature Extraction with Convolutional Neural Autoencoders with Application to Voice Conversion. 2019-05-12. International Conference on Acoustics, Speech, and Signal Processing (ICASSP), London, May 12-17, 2019.
G. Elhami; M. W. Pacholska; B. Bejar Haro; M. Vetterli; A. J. Scholefield : Sampling at unknown locations: Uniqueness and reconstruction under constraints; IEEE Transactions on Signal Processing. 2018-11-15. DOI : 10.1109/TSP.2018.2872019.
G. Baechler; F. Dümbgen; G. Elhami; M. Krekovic; R. Scheibler et al. : Combining Range and Direction for Improved Localization. 2018. International Conference on Acoustics, Speech, and Signal Processing, Calgary, Canada, April 15-20.
M. Krekovic; G. Baechler; G. Elhami; F. Dümbgen : 2018 FIFA World Cup: The group stage imbalance. Can we do better? ; 2018.
G. Elhami; A. J. Scholefield; B. Bejar Haro; M. Vetterli : Unlabeled Sensing: Reconstruction Algorithm and Theoretical Guarantees. 2017. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), New Orleans, USA, March 5-9, 2017.
G. Elhami; A. J. Scholefield; B. Bejar Haro; M. Vetterli : Unlabeled Sensing: Algorithms and Guarantees. 2016.
G. Elhami : Unlabeled Sensing ; 2015.