Haytham Fayek
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Evaluating deep learning architectures for Speech Emotion Recognition
HM Fayek, M Lech, L Cavedon
Neural Networks 92, 60-68, 2017
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
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
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
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
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
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
Type-2 fuzzy logic PI (T2FLPI) based dc servomotor control
HM Fayek, I Elamvazuthi
Journal of Applied Sciences Research 8 (5), 2564-2574, 2012
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
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
On the transferability of representations in neural networks between datasets and tasks
HM Fayek, L Cavedon, HR Wu
arXiv preprint arXiv:1811.12273, 2018
MatDL: A lightweight deep learning library in MATLAB
HM Fayek
Journal of Open Source Software 2 (19), 413, 2017
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
Progressive learning: A deep learning framework for continual learning
HM Fayek, L Cavedon, HR Wu
Neural Networks, 2020
Sound Event Classification and Detection with Weakly Labeled Data
S Adavanne, H Fayek, V Tourbabin
Continual deep learning via progressive learning
H Fayek
A deep learning framework for hybrid linguistic-paralinguistic speech systems
H Fayek
2nd Doctoral Consortium at Interspeech 2016, 1-2, 2016
Temporal Reasoning via Audio Question Answering
HM Fayek, J Johnson
IEEE/ACM Transactions on Audio, Speech, and Language Processing 28, 2283-2294, 2020
Large Scale Audiovisual Learning of Sounds with Weakly Labeled Data
HM Fayek, A Kumar
arXiv preprint arXiv:2006.01595, 2020
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