Felix Grezes (Félix Grèzes)
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Research Scientist, Adjunct Lecturer, and PhD Student in Computer Science
the Graduate Center
City University of New York
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Contact email: fgrezes@gc.cuny.edu
for Hunter College related emails: use fg297@hunter.cuny.edu
Advisor: Pr. Michael I. Mandel
(Past Advisor: Pr. Andrew Rosenberg)
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Research Interests:
My research focuses on Neural Networks architectures, usually used for Natural Language Processing.
My current focus is on Adversarial Attacks and Defenses, a recent development in Neural Networks.
My current project aims to provide Neural Network researchers with a simple tool to fight certain adversarial attacks.
In the past I have worked on Binary Neural Networks for Speech Recognition, GANs for text data, Reservoir Computing, Audio Source Separation using Neural Networks, Acoustic Prosody, Computational Biology.
- Artificial Intelligence
- Neural networks Architectures (Adversarial, Binary, Deep and LSTM, Reservoirs, Recurrent, Random)
- Speech and Prosody Processing
- Source Separation, Noise Reduction
- Computational Neuroscience
- Artificial Evolution
Works & Publications
2018 Enhancement of Spatial Clustering-based Time-frequency Masks using LSTM Neural Networks
[PDF]
Felix Grezes, Zhaoheng Ni, Viet Anh Trinh, Michael I. Mandel
2018 Improved MVDR Beamforming Using LSTM Speech Models to Clean Spatial Clustering Masks
[PDF]
Zhaoheng Ni, Felix Grezes, Viet Anh Trinh, Michael I. Mandel
2017 Combining Spatial Clustering with LSTM Speech Models for Multichannel Speech Enhancement
[PDF]
[slides]
Zhaoheng Ni Felix Grezes, Viet Anh Trinh, Michael I Mandel
presented at the 2017 Mid-Atlantic Student Colloquium on Speech, Language and Learning, in Washington DC, USA.
2015 Linguistically-Motivated Features for Language Recognition
[PDF]
[previous work]
David Guy Brizan, Michelle Morales ,Guozhen An , Felix Grezes , Min Ma , Andrew Rosenberg
2014 Reservoir Computing: A New Paradigm for Neural Networks: A Survey
[PDF]
[slides]
[poster]
presented to Pr. Andrew Rosenberg, Pr. Susan L. Epstein, Pr. Noémie Elhadad.
2013 Let Me Finish: Automatic Conflict Detection Using Speaker Overlap
[PDF]
[slides]
Felix Grezes, Justin Richards, Andrew Rosenberg
presented at Interspeech 2013, Lyon, France.
2012 Exploratory Behaviour Depends on Multisensory Integration during Spatial Learning
[PDF]
Denis Sheynikhovich, Felix Grezes, Jean-Remi King, Angelo Arleo
in Artificial Neural Networks and Machine Learning – ICANN 2012
Courses Taught
Hunter College
(un)Related Links
Resume
Public Github
LinkedIn
