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Hire Dr. Mostafa S.

Australia

USD 25 /hr

Deep Learning / Speech processing Expert with 13+ years of experience. Expert in Python & Shell scripting.

Profile Summary

I'm a research engineer in the field of speech technologies, mainly speech recognition and analysis. I have worked six years as a senior research engineer in a software house (RDI Egypt). I then joined Texas A&M University at Qatar from 2011 to 2018 as a research associate then senior research associate. Currently, I'm a Ph.D. student in UNSW Australia.

Subject Matter Expertise

• ☆ Python

Services

• Services details not provided.

Work Experience

Ph.D. Student

UNSW Australia

July 2018 - Present

Research Associate

Texas A&M Univesity at Qatar

2011 - June 2018

Senior Research Engineer

RDI

2005 - 2011

Education

Master Degree (Comunication)

Cairo University Faculty of Engineering

2011 - 2015

(Communication and Electronics)

Ain Shams University Faculty of Engineering

September 1998 - June 2003

Certifications

• Certification details not provided.

Publications

JOURNAL ARTICLE

Mostafa Shahin, Usman Zafar, Beena Ahmed(2020). The Automatic Detection of Speech Disorders in Children: Challenges, Opportunities, and Preliminary Results . IEEE Journal of Selected Topics in Signal Processing. 14. (2). p. 400--412. Institute of Electrical and Electronics Engineers ({IEEE})

Morsy, Hager and Shahin, Mostafa and Aljohani, Naif and Shoman, Mahmoud and Abdou, Sherif(2018). Automatic Speech Attribute Detection of Arabic Language. International Journal of Applied Engineering Research. 13. (8). p. 5633--5639.

Shahin, Mostafa and Ahmed, Beena and Ji, Jim X and Ballard, Kirrie(2018). Anomaly Detection Approach for Pronunciation Verification of Disordered Speech Using Speech Attribute Features. Proc. Interspeech 2018. p. 1671--1675.

Mostafa Shahin, Beena Ahmed, Sana Tmar-Ben Hamida, Fathima Lamana Mulaffer, Martin Glos, Thomas Penzel(2017). Deep Learning and Insomnia: Assisting Clinicians With Their Diagnosis . IEEE Journal of Biomedical and Health Informatics. 21. (6). p. 1546--1553. Institute of Electrical and Electronics Engineers ({IEEE})

Shahin, Mostafa and Ahmed, Beena and Hamida, Sana Tmar-Ben and Mulaffer, Fathima Lamana and Glos, Martin and Penzel, Thomas(2017). Deep Learning and Insomnia: Assisting Clinicians With Their Diagnosis. IEEE journal of biomedical and health informatics. 21. (6). p. 1546--1553. IEEE

Parnandi, Avinash and Karappa, Virendra and Lan, Tian and Shahin, Mostafa and McKechnie, Jacqueline and Ballard, Kirrie and Ahmed, Beena and Gutierrez-Osuna, Ricardo(2015). Development of a remote therapy tool for childhood apraxia of speech. ACM Transactions on Accessible Computing (TACCESS). 7. (3). p. 10. ACM

Shahin, Mostafa and Ahmed, Beena and Parnandi, Avinash and Karappa, Virendra and McKechnie, Jacqueline and Ballard, Kirrie J and Gutierrez-Osuna, Ricardo(2015). Tabby Talks: An automated tool for the assessment of childhood apraxia of speech. Speech Communication. 70. p. 49--64. North-Holland

Hammady, Hossam and Abdel-Hamid, Ayman and Shahin, Mostafa and Morsy, HagerElMohafez: An innovative multi-platform Quran/Hadith Application.

CONFERENCE PAPER

Ismail, Muhammad and Shahin, Mostafa and Serpedin, Erchin and Qaraqe, Khalid(2018). A Deep Learning Approach for Detection of Electricity Theft Cyber Attacks in Smart Grids. Qatar Foundation Annual Research Conference Proceedings. 2018. (3). p. ICTPP62.

Khalil, Shady and Shahin, Mostafa and Mohamed, Amira and Abu-Rub, Haitham(2018). A Noval Self Healing Control System for Next Generation Electric Grid with Big Data Platform. Qatar Foundation Annual Research Conference Proceedings. 2018. (1). p. EEPD549.

Shahin, Mostafa and Mulaffer, Lamana and Penzel, Thomas and Ahmed, Beena(2018). A Two Stage Approach for the Automatic Detection of Insomnia. 2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC). p. 466--469.

Nabil, Mahmoud and Ismail, Muhammad and Mahmoud, Mohamed and Shahin, Mostafa and Qaraqe, Khalid and Serpedin, Erchin(2018). Deep Recurrent Electricity Theft Detection in AMI Networks with Random Tuning of Hyper-parameters. 2018 24th International Conference on Pattern Recognition (ICPR). p. 740--745.

Ismail, Muhammad and Shahin, Mostafa and Shaaban, Mostafa F and Serpedin, Erchin and Qaraqe, Khalid(2018). Efficient detection of electricity theft cyber attacks in AMI networks. Wireless Communications and Networking Conference (WCNC), 2018 IEEE. p. 1--6.

Shahin, Mostafa and Ji, Jim X and Ahmed, Beena(2018). One-Class SVMs Based Pronunciation Verification Approach. 2018 24th International Conference on Pattern Recognition (ICPR). p. 2881--2886.

Mulaffer, Lamana and Shahin, Mostafa and Glos, Martin and Penzel, Thomas and Ahmed, Beena(2017). Comparing two insomnia detection models of clinical diagnosis techniques. Engineering in Medicine and Biology Society (EMBC), 2017 39th Annual International Conference of the IEEE. p. 3749--3752.

Shahin, Mostafa Ali and Epps, Julien and Ahmed, Beena(2016). Automatic Classification of Lexical Stress in English and Arabic Languages Using Deep Learning. INTERSPEECH. p. 175--179.

Shahin, Mostafa and Ahmed, Beena(2016). Classification of Bisyllabic Lexical Stress Patterns Using Deep Neural Networks. Qatar Foundation Annual Research Conference Proceedings. 2016. (1). p. ICTPP1469.

Shahin, Mostafa and Gutierrez-Osuna, Ricardo and Ahmed, Beena(2016). Classification of bisyllabic lexical stress patterns in disordered speech using deep learning. Acoustics, Speech and Signal Processing (ICASSP), 2016 IEEE International Conference on. p. 6480--6484.

Shahin, Mostafa and Ahmed, Beena and McKechnie, Jacqueline and Ballard, Kirrie and Gutierrez-Osuna, Ricardo(2014). A COMPARISON OF GMM-HMM AND DNN-HMM BASED PRONUNCIATION VERIFICATION TECHNIQUES FOR USE IN THE ASSESSMENT OF CHILDHOOD APRAXIA OF SPEECH. INTERSPEECH.

Shahin, Mostafa Ali and Ahmed, Beena and Ballard, Kirrie J(2014). Classification of lexical stress patterns using deep neural network architecture. Spoken Language Technology Workshop (SLT), 2014 IEEE. p. 478--482.

Parnandi, Avinash and Karappa, Virendra and Son, Youngpyo and Shahin, Mostafa and McKechnie, Jacqueline and Ballard, Kirrie and Ahmed, Beena and Gutierrez-Osuna, Ricardo(2013). Architecture of an automated therapy tool for childhood apraxia of speech. Proceedings of the 15th International ACM SIGACCESS Conference on Computers and Accessibility. p. 5.

Shahin, Mostafa(2013). Pronunciation verification method for childhood apraxia of speech assessment tool. Qatar Foundation Annual Research Conference. (2013). p. BIOP--030.

Shahin, Mostafa and Ahmed, Beena and Ballard, Kirrie(2012). A neural network based lexical stress pattern classifier. Qatar Foundation Annual Research Forum. (2012). p. CSP22.

Shahin, Mostafa Ali and Ahmed, Beena and Ballard, Kirrie J(2012). Automatic classification of unequal lexical stress patterns using machine learning algorithms. Spoken Language Technology Workshop (SLT), 2012 IEEE. p. 388--391.

Yaseen, Mustafa and Attia, M and Maegaard, Bente and Choukri, Khalid and Paulsson, N and Haamid, S and Krauwer, Steven and Bendahman, C and Fers{\o}e, Hanne and Rashwan, M and others(2006). Building annotated written and spoken Arabic LR’s in NEMLAR project. Proceedings of LREC. p. 533--538.

Abdou, Sherif Mahdy and Hamid, Salah Eldeen and Rashwan, Mohsen and Samir, Abdurrahman and Abdel-Hamid, Ossama and Shahin, Mostafa and Nazih, Waleed(2006). Computer aided pronunciation learning system using speech recognition techniques. Ninth International Conference on Spoken Language Processing.

OTHER

RASHWAN, Mohsen Abdel-Razik Ali and METWALLY, Salah El-Dien Hamed Moursi and ESSAWY, Sherif Mahdi Abdo and MOHAMED, Abdel-Rahman Samir Abdel-Rahman and ABDEL-HAMID, Ossama Abdel-Hamied Mohamed and AHMED, Walied Nazih Abdel-kawy and SHAHIEN, Moustafa Ali Abd-Alla(2008). SYSTEM AND METHOD FOR QUR'AN RECITATION RULES.