ORCID as entered in ROS
https://orcid.org/0000-0002-1091-8531
Select Publications
Book Chapters
, 2019, 'Deep learning-based detection of electricity theft cyber-attacks in smart grid ami networks', in Advanced Sciences and Technologies for Security Applications, pp. 73 - 102, http://dx.doi.org/10.1007/978-3-030-13057-2_4
Journal articles
, 2023, 'Influence of Channel Selection and Subject’s Age on the Performance of the Single Channel EEG-Based Automatic Sleep Staging Algorithms', Sensors, 23, http://dx.doi.org/10.3390/s23020899
, 2021, 'An automated lexical stress classification tool for assessing dysprosody in childhood apraxia of speech', Brain Sciences, 11, http://dx.doi.org/10.3390/brainsci11111408
, 2020, 'The Automatic Detection of Speech Disorders in Children: Challenges, Opportunities, and Preliminary Results', IEEE Journal on Selected Topics in Signal Processing, 14, pp. 400 - 412, http://dx.doi.org/10.1109/JSTSP.2019.2959393
, 2019, 'Anomaly detection based pronunciation verification approach using speech attribute features', Speech Communication, 111, pp. 29 - 43, http://dx.doi.org/10.1016/j.specom.2019.06.003
, 2017, 'Deep Learning and Insomnia: Assisting Clinicians with Their Diagnosis', IEEE Journal of Biomedical and Health Informatics, 21, pp. 1546 - 1553, http://dx.doi.org/10.1109/JBHI.2017.2650199
, 2015, 'Development of a remote therapy tool for childhood apraxia of speech', ACM Transactions on Accessible Computing, 7, http://dx.doi.org/10.1145/2776895
, 2015, 'Tabby Talks: An automated tool for the assessment of childhood apraxia of speech', Speech Communication, 70, pp. 49 - 64, http://dx.doi.org/10.1016/j.specom.2015.04.002
Conference Papers
, 2023, 'Domain and Patient Adversarial Multi-Task Learning for Arrhythmia Classification', in Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, http://dx.doi.org/10.1109/EMBC40787.2023.10340285
, 2023, 'Improving wav2vec2-based Spoken Language Identification by Learning Phonological Features', in Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, pp. 4119 - 4123, http://dx.doi.org/10.21437/Interspeech.2023-2533
, 2023, 'Predicting Memory Score Using Paralinguistic Features', in Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, http://dx.doi.org/10.1109/EMBC40787.2023.10340939
, 2022, 'Knowledge of accent differences can predict speech recognition errors', in Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, pp. 1372 - 1376, http://dx.doi.org/10.21437/Interspeech.2022-10162
, 2021, 'AusKidTalk: An auditory-visual corpus of 3-to 12-year-old Australian children's speech', in Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, pp. 4351 - 4355, http://dx.doi.org/10.21437/Interspeech.2021-2000
, 2020, 'Adversarial Multi-Task Learning for Robust End-to-End ECG-based Heartbeat Classification', in Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, pp. 341 - 344, http://dx.doi.org/10.1109/EMBC44109.2020.9175640
, 2020, 'UNSW system description for the shared task on automatic speech recognition for non-native children's speech', in Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, pp. 265 - 268, http://dx.doi.org/10.21437/Interspeech.2020-3111
, 2019, 'Automatic Screening of Children with Speech Sound Disorders Using Paralinguistic Features', in IEEE International Workshop on Machine Learning for Signal Processing, MLSP, http://dx.doi.org/10.1109/MLSP.2019.8918725
, 2018, 'Deep Recurrent Electricity Theft Detection in AMI Networks with Random Tuning of Hyper-parameters', in Proceedings - International Conference on Pattern Recognition, pp. 740 - 745, http://dx.doi.org/10.1109/ICPR.2018.8545748
, 2018, 'One-Class SVMs Based Pronunciation Verification Approach', in Proceedings - International Conference on Pattern Recognition, pp. 2881 - 2886, http://dx.doi.org/10.1109/ICPR.2018.8545687
, 2018, 'A Two Stage Approach for the Automatic Detection of Insomnia', in Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, pp. 466 - 469, http://dx.doi.org/10.1109/EMBC.2018.8512360
, 2018, 'Efficient detection of electricity theft cyber attacks in AMI networks', in IEEE Wireless Communications and Networking Conference, WCNC, pp. 1 - 6, http://dx.doi.org/10.1109/WCNC.2018.8377010
, 2018, 'Anomaly detection approach for pronunciation verification of disordered speech using speech attribute features', in Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, pp. 1671 - 1675, http://dx.doi.org/10.21437/Interspeech.2018-1319
, 2018, 'A Deep Learning Approach for Detection of Electricity Theft Cyber Attacks in Smart Grids', in Qatar Foundation Annual Research Conference Proceedings Volume 2018 Issue 3, Hamad bin Khalifa University Press (HBKU Press), presented at
, 2018, 'A Noval Self Healing Control System for Next Generation Electric Grid with Big Data Platform', in Qatar Foundation Annual Research Conference Proceedings Volume 2018 Issue 1, Hamad bin Khalifa University Press (HBKU Press), presented at
, 2017, 'Comparing two insomnia detection models of clinical diagnosis techniques', in Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, Seogwipo, South Korea, pp. 3749 - 3752, presented at
, 2016, 'Automatic classification of lexical stress in English and Arabic languages using deep learning', in Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, San Francisco CA, USA, pp. 175 - 179, presented at
, 2016, 'Classification of bisyllabic lexical stress patterns in disordered speech using deep learning', in ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, pp. 6480 - 6484, http://dx.doi.org/10.1109/ICASSP.2016.7472925
, 2016, 'Classification of Bisyllabic Lexical Stress Patterns Using Deep Neural Networks', in Qatar Foundation Annual Research Conference Proceedings Volume 2016 Issue 1, Hamad bin Khalifa University Press (HBKU Press), presented at
, 2014, 'Classification of lexical stress patterns using deep neural network architecture', in 2014 IEEE Workshop on Spoken Language Technology, SLT 2014 - Proceedings, pp. 478 - 482, http://dx.doi.org/10.1109/SLT.2014.7078621
, 2014, 'Comparison of GMM-HMM and DNN-HMM based pronunciation verification techniques for use in the assessment of childhood apraxia of speech', in Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, pp. 1583 - 1587
, 2013, 'Architecture of an automated therapy tool for childhood apraxia of speech', in Proceedings of the 15th International ACM SIGACCESS Conference on Computers and Accessibility, ASSETS 2013, http://dx.doi.org/10.1145/2513383.2513450
, 2013, 'Pronunciation verification method for childhood apraxia of speech assessment tool', in Qatar Foundation Annual Research Forum Volume 2013 Issue 1, Hamad bin Khalifa University Press (HBKU Press), presented at
, 2012, 'Automatic classification of unequal lexical stress patterns using machine learning algorithms', in 2012 IEEE Workshop on Spoken Language Technology, SLT 2012 - Proceedings, pp. 388 - 391, http://dx.doi.org/10.1109/SLT.2012.6424255
, 2012, 'A neural network based lexical stress pattern classifier', in Qatar Foundation Annual Research Forum Volume 2012 Issue 1, Hamad bin Khalifa University Press (HBKU Press), presented at
, 2006, 'Building annotated written and spoken Arabic LR's in NEMLAR project', in Proceedings of the 5th International Conference on Language Resources and Evaluation, LREC 2006, pp. 533 - 538
, 2006, 'Computer aided pronunciation learning system using speech recognition techniques', in Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, pp. 849 - 852
Preprints
, 2023, Phonological Level wav2vec2-based Mispronunciation Detection and Diagnosis Method, http://arxiv.org/abs/2311.07037v1
, 2022, Improving Children's Speech Recognition by Fine-tuning Self-supervised Adult Speech Representations, http://arxiv.org/abs/2211.07769v1
, 2022, Speaker- and Age-Invariant Training for Child Acoustic Modeling Using Adversarial Multi-Task Learning, http://arxiv.org/abs/2210.10231v2
, 2018, Deep Recurrent Electricity Theft Detection in AMI Networks with Random Tuning of Hyper-parameters, http://arxiv.org/abs/1809.01774v1
https://orcid.org/0000-0002-1091-8531