Haytham M. Fayek
TitleCited byYear
Evaluating deep learning architectures for Speech Emotion Recognition
HM Fayek, M Lech, L Cavedon
Neural Networks 92, 60-68, 2017
1342017
Towards real-time speech emotion recognition using deep neural networks
HM Fayek, M Lech, L Cavedon
2015 9th international conference on signal processing and communication …, 2015
452015
A controller based on Optimal Type-2 Fuzzy Logic: Systematic design, optimization and real-time implementation
HM Fayek, I Elamvazuthi, N Perumal, B Venkatesh
ISA transactions 53 (5), 1583-1591, 2014
322014
On the Correlation and Transferability of Features Between Automatic Speech Recognition and Speech Emotion Recognition.
HM Fayek, M Lech, L Cavedon
Interspeech, 3618-3622, 2016
202016
Modeling subjectiveness in emotion recognition with deep neural networks: Ensembles vs soft labels
HM Fayek, M Lech, L Cavedon
2016 international joint conference on neural networks (IJCNN), 566-570, 2016
192016
Speech processing for machine learning: Filter banks, mel-frequency cepstral coefficients (mfccs) and what’s in-between
H Fayek
URL: https://haythamfayek. com/2016/04/21/speech-processingfor-machine …, 2016
182016
Type-2 fuzzy logic PI (T2FLPI) based dc servomotor control
HM Fayek, I Elamvazuthi
Journal of Applied Sciences Research 8 (5), 2564-2574, 2012
112012
Intelligent control of rehabilitation robot: Auto tuning PID controller with interval type 2 Fuzzy for DC servomotor
PNQ Nhon, I Elamvazuthi, HM Fayek, S Parasuraman, MKAA Khan
Procedia Computer Science 42, 183-190, 2014
102014
The impact of DFIG and FSIG wind farms on the small signal stability of a power system
HM Fayek, I Elamvazuthi, N Perumal, B Venkatesh
2014 5th International Conference on Intelligent and Advanced Systems (ICIAS …, 2014
42014
MatDL: A lightweight deep learning library in MATLAB
H Fayek
Journal of Open Source Software 2 (19), 413, 2017
22017
On data-driven approaches to head-related-transfer function personalization
H Fayek, L van der Maaten, G Romigh, R Mehra
Audio Engineering Society Convention 143, 2017
22017
On the transferability of representations in neural networks between datasets and tasks
HM Fayek, L Cavedon, HR Wu
arXiv preprint arXiv:1811.12273, 2018
12018
A deep learning framework for hybrid linguisticparalinguistic speech systems
HM Fayek
2nd Doctoral Consortium at Interspeech 2016, 1-2, 2016
12016
Real-time implementation of a Type-2 Fuzzy Logic Controller to control a DC servomotor with different defuzzification methods
HM Fayek, I Elamvazuthi
2013 18th International Conference on Methods & Models in Automation …, 2013
12013
Temporal Reasoning via Audio Question Answering
HM Fayek, J Johnson
arXiv preprint arXiv:1911.09655, 2019
2019
Sound Event Classification and Detection with Weakly Labeled Data
S Adavanne, H Fayek, V Tourbabin
2019
Continual deep learning via progressive learning
H Fayek
2018
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Articles 1–17