Arafat Abu Mallouh

Deep neural network framework and transformed MFCCs for speaker's age and gender classification

Zakariya Qawaqneh, Arafat Abu Mallouh, Buket D. Barkana · Knowledge-Based Systems · 2016 · 80 citations

Computing, Speech-language Pathology, Acoustics +12

Age and gender classification from speech and face images by jointly fine-tuned deep neural networks

Zakariya Qawaqneh, Arafat Abu Mallouh, Buket D. Barkana · Expert Systems with Applications · 2017 · 62 citations

Computing, Computer Science, Computer Vision +13

Utilizing CNNs and transfer learning of pre-trained models for age range classification from unconstrained face images

Arafat Abu Mallouh, Zakariya Qawaqneh, Buket D. Barkana · Image and Vision Computing · 2019 · 44 citations

Computing, Computer Science, Computer Vision +11

New transformed features generated by deep bottleneck extractor and a GMM–UBM classifier for speaker age and gender classification

Arafat Abu Mallouh, Zakariya Qawaqneh, Buket D. Barkana · Neural Computing and Applications · 2017 · 33 citations · Full text

Computing, Computer Science, Feature Engineering +16

Deep Convolutional Neural Network for Age Estimation based on VGG-Face Model

Zakariya Qawaqneh, Arafat Abu Mallouh, Buket D. Barkana · arXiv (Cornell University) · 2017 · 31 citations · Full text

Computing, Computer Science, Aging +12