Curriculum Vitae

ASSOCIATE PROF. DR. MUMTAZ BEGUM BINTI PEER MUSTAFA

Associate Professor
  • Department of Software Engineering
    Faculty of Computer Science and Information Technology
  • mumtaz
  • 0379672500

BIOGRAPHY

Dr. Mumtaz Begum Peer Mustafa received the BSc. and MSc. in Software Engineering from University Putra Malaysia (UPM) and University Malaya (UM) in 2002 and 2006 respectively, and the Ph.D. in Computer Science from University Malaya (UM) in 2012. She was a researcher for a High Impact Research project in the area of Assistive technologies for speech-impaired individuals. Dr. Mumtaz is currently an Associate Professor at the Department of Software Engineering, University Malaya. Her research interests include Speech Enhancement methods for Automatic Speech Recognition systems, Speech Processing, Big Data Applications and Technologies and Speech Assistive tools for disabled individuals. She has published her work in many of prestigious international speech conferences and journals. Dr. Mumtaz is also a certified software tester from Malaysian Software Testing Board (MSTB), a member of International Software Testing Qualifications Board (ISTQB) and Certified Professional for Requirements Engineering (CPRE) from Malaysian Software Testing Board (MSTB), a member of International Requirements Engineering Board (IREB).

 

AREAS OF EXPERTISE

  • SPEECH ENHANCEMENT METHODS
  • ALGORITHMS AND TECHNIQUES
  • SOFTWARE TOOLS
  • DATA STORAGE AND REPRESENTATIONS
    Big Data Technologies
  • SOFTWARE AGENTS
  • PATTERN RECOGNITION
  • SPEECH SYNTHESIS
  • SPEECH RECOGNITION
  • COMPONENT BASED SOFTWARE DEVELOPMENT

ACADEMIC QUALIFICATION

  • PhD(UM), (Kejuruteraan Perisian)
    Universiti Malaya (UM)
  • MSc(UM), (Kejuruteraan Perisian)
    Universiti Malaya (UM)
  • BSc(Computer Science)(UPM), (Computer Science)
    Universiti Putra Malaysia (UPM)

ADMINISTRATIVE DUTIES

  • Committee Members
    18 Aug 2023 - 17 Aug 2026 (Department of Software Engineering, Faculty of Computer Science and Information Technology)
  • AHLI JAWATANKUASA BUKU PANDUAN BAGI SESI AKADEMIK 2021/2022
    01 Oct 2021 - 29 Jan 2022 (Department of Software Engineering, Faculty of Computer Science and Information Technology)
  • Head of Department
    01 Sep 2021 - 31 Dec 2021 (Department of Software Engineering, Faculty of Computer Science and Information Technology)
  • Head of Department
    01 Sep 2019 - 31 Aug 2021 (Department of Software Engineering, Faculty of Computer Science and Information Technology)
  • Ketua Kumpulan Penyelidik Software Engineering and Innovation (SEI)
    10 Dec 2019 - 31 Dec 2021 (Department of Software Engineering, Faculty of Computer Science and Information Technology)
  • AHLI JAWATAKUASA (TASK FORCE) SEMAKAN KURIKULUM BAGI PROGRAM SARJANA SAINS KOMPUTER S
    09 Jan 2021 - 31 Dec 2021 (Department of Software Engineering, Faculty of Computer Science and Information Technology)
  • AJK TALENT RECRUITMENT
    01 Aug 2019 - 31 Jul 2021 (Department of Software Engineering, Faculty of Computer Science and Information Technology)
  • Panel Penasihat Akademik bagi Sesi 2018/2019 dan 2019/2020
    01 Aug 2018 - 31 Jul 2020 (Department of Software Engineering, Faculty of Computer Science and Information Technology)
  • Industrial Training Supervisor
    02 Sep 2019 - 31 Jul 2020 (Department of Software Engineering, Faculty of Computer Science and Information Technology)
  • CURRICULUM REVIEW COORDINATOR FOR MASTER OF SOFTWARE ENGINEERING PROGRAMME
    01 Jan 2019 - 31 Dec 2019 (Department of Software Engineering, Faculty of Computer Science and Information Technology)
  • AHLI JAWATANKUASA JADUAL WAKTU FSKTM
    06 Nov 2017 - 31 Jul 2019 (Dean Office, Faculty of Computer Science and Information Technology)
  • Programme Coordinator
    04 Aug 2018 - 31 Jul 2019 (Department of Software Engineering, Faculty of Computer Science and Information Technology)
  • AJK Jaminan Kualiti FSKTM
    01 Aug 2017 - 31 Jul 2019 (Dean Office, Faculty of Computer Science and Information Technology)
  • AJK Kumpulan Penyelidikan Software Engineering and Innovation (SEI)
    13 Dec 2016 - 12 Dec 2018 (Department of Software Engineering, Faculty of Computer Science and Information Technology)
  • Panel Penasihat Akademik
    01 Jul 2016 - 30 Jun 2018 (Dean Office, Faculty of Computer Science and Information Technology)
  • Ahli Jawatankuasa Roadshow
    06 Jun 2016 - 05 Jun 2018 (Dean Office, Faculty of Computer Science and Information Technology)
  • Associate Editor 2, Malaysian Journal of Computer Science (MJCS)
    14 Mar 2016 - 13 Mar 2018 (International)
  • Ketua Pemasaran dan Publisiti, Postgraduate Research Excellence Symposium and Doctoral Consortium 2017
    27 Feb 2017 - 18 Jul 2017 (Dean Office, Faculty of Computer Science and Information Technology)
  • Associate Editor 2, Malaysian Journal of Computer Science (MJCS)
    14 Mar 2016 - 13 Mar 2017 (International)
  • PANEL PENILAI PERMOHONAN PERUNTUKAN PENYELIDIKAN PASCASISWAZAH (PPP) 2016
    01 Jan 2016 - 31 Dec 2016 (University Malaya)
  • Panel Penasihat Akademik
    01 Aug 2014 - 29 Jul 2016 (Dean Office, Faculty of Computer Science and Information Technology)

MEMBERSHIPS

  • TEKNOLOGIS BERIJAZAH (MBOT): BIDANG TEKNOLOGI : INFORMATION & COMMUNICATION TECHNOLOGY (IT), MEMBER
    Since 2024 (National)
  • ASSOCIATE EDITOR OF MALAYSIAN JOURNAL OF COMPUTER SCIENCE, EDITORIAL BOARD
    2022 to present (International)
  • IEEE MEMBERSHIP, MEMBER
    2020 to 2024 (International)

AWARD AND STEWARDSHIP

  • BRONZE MEDAL in the PROFESSIONAL INNOVATOR category
    Universiti Malaya, 2021 (International)
  • GOLD MEDAL in the PROFESSIONAL INNOVATOR category
    Universiti Malaya, 2021 (International)
  • Gold Medal: Methods for Converting Numerical Text Format Into Lexical, International Research Innovation Invention Solution Exposition (IRIISE) at Expo on University Research Invention, Creation & Innovation (EUREKA) 14TH -16th August 2018.
    University of Malaya, 2018 (International)
  • Bronze Medal, Inreasing User Reviews through Gamification, (IPPI Team) Shahin, Anwar, Mahmud, Areen, Ratna and Mumtaz Begum Mustafa, Invention, Innovation and Design Exposition 2017, Universiti Teknologi MARA Shah Alam, Selangor, 25-29 September 2017
    Universiti Teknologi MARA Shah Alam, 2017 (National)
  • Bronze Medal, Automatic Numerical Format Prediction of Web Sources for Text-to-Speech System, Yaser Darwesh and Mumtaz Begum Mustafa, Invention, Innovation and Design Exposition 2017, Universiti Teknologi MARA Shah Alam, Selangor, 25-29 September 2017
    Universiti Teknologi MARA Shah Alam, 2017 (National)
  • Bronze Medal, A Tool for Developing Phonetically Rich and Balanced Text Corpus for Speech Processing Systems, Aminath Farshana and Mumtaz Begum Mustafa, Invention, Innovation and Design Exposition 2017, Universiti Teknologi MARA Shah Alam, Selangor, 25-29 September 2017
    Universiti Teknologi MARA Shah Alam, 2017 (National)
  • Anugerah Perkhidmatan Cemerlang 2017 (Excellence Service Award 2017)
    University of Malaya, 2017 (University)
  • Certificate of Achievement, Anugerah Projek Akademik Cemerlang (APAC) 2016
    Faculty of Computer Science & Information Technology, 2016 (Ptj/ Faculty)
  • Silver Medal Award
    International Competition and Exhibition On Computing Innovation 2016 (ICE-CINNO-2016), University Malaysia Pahang (UMP), 2016 (International)
  • SPECIAL AWARD FOR THE BEST INNOVATION IN OPEN CATEGORY, Project Title: A READ ALOUD SYSTEM FOR MALAYSIAN VISUALLY IMPAIRED AND ILLITERATES FOR ENHANCING THE ACCESS TO TECHNOLOGICAL DEVICES.
    INTERNATIONAL COMPETITION AND EXHIBITION ON COMPUTING INNOVATION 2016 (ICE-CINNO-2016), UNIVERSITY MALAYSIA PAHANG (UMP), 2016 (International)
  • GOLD MEDAL AWARD, Project Title: A READ ALOUD SYSTEM FOR MALAYSIAN VISUALLY IMPAIRED AND ILLITERATES FOR ENHANCING THE ACCESS TO TECHNOLOGICAL DEVICES
    INTERNATIONAL COMPETITION AND EXHIBITION ON COMPUTING INNOVATION 2016 (ICE-CINNO-2016), UNIVERSITY MALAYSIA PAHANG (UMP), 2016 (International)
  • CERTIFICATE OF EXCELLENT SERVICE
    University of Malaya, 2016 (University)
  • Second (2nd) Prize Award, Software Innovation Contest: Data and Knowledge Management and Intelligent Systems, Project Title:Personal CGPS Planning System for Undergraduates: Towards Achieving the First Class CGPA.
    The 2016 Fifth ICT International Student Project Conference, Mahidol University, Thailand (ICT-ISPC 2016), May 27-28, 2016., 2016 (International)
  • Sijil Perkhidmatan Cemerlang
    University of Malaya, 2016 (University)
  • Bronze Medal, National Invention, Innovation, Design and Research (FIM NIIDR 2015), Project Title: Desktop Access for the Visually Impaired Using a Malay Screen Reader. Nor Irjie Basir, Mumtaz Begum Mustafa, Zuraidah M. Don
    Universiti Teknologi MARA, 2015 (National)
  • Bronze Medal, Penang Invention, Innovation and Design 2015. Yeap Chun Sheng, Mumtaz Begum Mustafa, Siti Hafizah Ab Hamid, Asmiza Ab Sani.
    PIID 2015, Universiti Teknologi Mara, 2015 (International)
  • Silver Medal for MYSurvival Awarded by MyApps-2015, Md Shahin Alam, Mobile Apps Development Technology, Exhibition and Competition 2015, App Asia, 2015, (INTERNATIONAL)
    App Asia, 2015 (International)
  • Certificate of Appreciation: Panel Member in REMOS 2015, Department of Software Engineering
    Faculty of Computer Science & Information Technology, University of Malaya, 2015 (Department)
  • Certificate of Attendance: Certified Test Advanced Level (CTAL)-Test Manager, International Software Testing Qualifications Board (ISTQB)
    Malaysian Software Testing Board (MSTB), 2015 (International)
  • Certificate of Appreciation in recognition of valuable contributions as the Organizing Committee for Android Application Development Training (10th March 2015)
    Faculty of Computer Science & Information Technology, University of Malaya, 2015 (University)
  • Research Monitoring Seminar (REMOS 2014) Feisal Dani Rahman (Master by Dissertation student) Best Presenter Award
    Department of Software Engineering, 2014 (Department)
  • Anugerah Projek Akedemik Cemerlang (APAC) 2014: Asma Amalina (Undergraduate Student)
    Faculty of Computer Science & Information Technology, 2014 (University)
  • Bronze Medal Awarded by Penang Invention, Innovation and Design 2014 (Penang IID 2014)for Research entitled: MALAY LANGUAGE NUMBER-TO-TEXT CONVERTER, Tay Sue Phing, Mumtaz Begum Mustafa
    UITM, Malaysia, 2014 (National)
  • Gold Medal Awarded by Penang Invention, Innovation and Design 2014 (Penang IID 2014)for Research entitled: MALAY WEB-BASED ACRONYM & ABBREVIATION DICTIONARY, Asma Amalina binti Nazarudin, Mumtaz Begum Mustafa
    UITM, Malaysia, 2014 (National)
  • Gold Medal Awarded by Penang Invention, Innovation and Design 2014 (Penang IID 2014)for Research entitled: HMM-BASED SPEECH SYNTHESIS SYSTEM FOR MALAY, Mumtaz Begum Mustafa, Zuraidah M. Don, Adel Lahsasna
    UITM, Malaysia, 2014 (National)
  • Third (3rd) Prize Award, Software Innovative Contest: Intelligent Systems Category for paper entitled: Automatic Speech Recognition System for Malay Speaking Children. Feisal Dani R., Noraini M., Mumtaz B.M., Siti Salwah S.
    The 2014 Third ICT International Student Project Conference (ICT-ISPC 2014), 26-27 March 2014, Faculty of ICT, Mahindol University., 2014 (International)
  • Certified Professional for Requirements Engineering (CPRE), a member of International Requirements Engineering Board (IREB).
    Malaysian Software Testing Board (MSTB), 2013 (International)
  • Certified Software Tester (CTFL), a member of International Software Testing Qualifications Board (ISTQB)
    Malaysian Software Testing board (MSTB), 2013 (International)
  • MIMOS Prestigious Award 2012. Title: HMM-Based Emotional Speech Synthesis System for Malay as an Under-resourced Language with a Cross-lingual Approach.
    MIMOS Bhd., 2012 (National)
  • Best Paper Presentation, Post Graduate Research Excellence Symposium (PGReS)
    FSKTM, University of Malaya, 2011 (Department)
  • First Prize in Presentation Competition
    10th APRU Doctoral Student Conference, 2009 (International)
  • Research and Innovation UM Expo 'Adding an Emotions Filter to Malay Text-To-Speech System'.
    University of Malaya, 2006 (Department)
  • Best Poster
    UM Graduate Symposium 2006, University of Malaya, 2006 (Department)

PUBLICATIONS

Article in Journal
WoS
  1. Cherukuru, Pavani; Mustafa, Mumtaz Begum (2024). CNN-based noise reduction for multi-channel speech enhancement system with discrete wavelet transform (DWT) preprocessing, PEERJ COMPUTER SCIENCE. 10. doi:10.7717/peerj-cs.1901
  2. Lim, Jin Wei; Chiew, Thiam Kian; Su, Moon Ting; Ong, Simying; Subramaniam, Hema; Mustafa, Mumtaz Begum; Chiam, Yin Kia (2024). Test case information extraction from requirements specifications using NLP-based unified boilerplate approach, JOURNAL OF SYSTEMS AND SOFTWARE. 211. doi:10.1016/j.jss.2024.112005
  3. Abushariah, Ahmad A. M.; Ting, Hua-Nong; Mustafa, Mumtaz Begum Peer; Khairuddin, Anis Salwa Mohd; Abushariah, Mohammad A. M.; Tan, Tien-Ping (2023). Bilingual Automatic Speech Recognition: A Review, Taxonomy and Open Challenges, IEEE ACCESS. 11, 5944-5954. doi:10.1109/ACCESS.2022.3218684
  4. Huang, Huang; Zavareh, Adeleh Asemi; Mustafa, Mumtaz Begum (2023). Sentiment Analysis in E-Commerce Platforms: A Review of Current Techniques and Future Directions, IEEE ACCESS. 11, 90367-90382. doi:10.1109/ACCESS.2023.3307308
  5. Mohtar, Syahida; Jomhari, Nazean; Mustafa, Mumtaz Begum; Yusoff, Zulkifli Mohd (2023). Mobile learning: research context, methodologies and future works towards middle-aged adults - a systematic literature review, MULTIMEDIA TOOLS AND APPLICATIONS. . doi:10.1007/s11042-022-13698-y
  6. Mohtar, Syahida; Jomhari, Nazean; Omar, Nor Azyra; Mustafa, Mumtaz Begum Peer; Yusoff, Zulkifli Mohd (2023). The usability evaluation on mobile learning apps with gamification for middle-aged women, EDUCATION AND INFORMATION TECHNOLOGIES. . doi:10.1007/s10639-022-11232-z
  7. Cherukuru, Pavani; Mustafa, Mumtaz Begum; Subramaniam, Hema (2022). The Performance of Wearable Speech Enhancement System Under Noisy Environment: An Experimental Study, IEEE ACCESS. 10, 5647-5659. doi:10.1109/ACCESS.2021.3137878
  8. Mustafa, Mumtaz Begum; Yusoof, Mansoor Ali; Khalaf, Hasan Kahtan; Abushariah, Ahmad Abdel Rahman Mahmoud; Kiah, Miss Laiha Mat; Hua Nong Ting; Muthaiyah, Saravanan (2022). Code-Switching in Automatic Speech Recognition: The Issues and Future Directions, APPLIED SCIENCES-BASEL. 12(19). doi:10.3390/app12199541
  9. Al-Qatab, B. A., & Mustafa, M. B. (2021). Classification of Dysarthric Speech According to the Severity of Impairment: an Analysis of Acoustic Features. IEEE Access, 9, 18183-18194. doi: 10.1109/access.2021.3053335
  10. Mohamed, Noraini; Mustafa, Mumtaz Begum; Jomhari, Nazean (2021). A Review of the Hand Gesture Recognition System: Current Progress and Future Directions, IEEE ACCESS. 9, 157422-157436. doi:10.1109/ACCESS.2021.3129650
  11. Rosdi, F., Salim, S. S., Mustafa, M. B. (2019). An FPN-based classification method for speech intelligibility detection of children with speech impairments. Soft Computing, 23(7), 2391-2408. doi:10.1007/s00500-017-2932-9
  12. Rosdi, Fadhilah; Mustafa, Mumtaz Begum; Salim, Siti Salwah; Zin, Nor Azan Mat (2019). Automatic Speech Intelligibility Detection for Speakers with Speech Impairments: The Identification of Significant Speech Features, SAINS MALAYSIANA. 48(12), 2737-2747. doi:10.17576/jsm-2019-4812-15
  13. Rosdi, F., Mustafa, M. B., Salim, S. S., Hamid, B. A. (2017). THE EFFECT OF CHANGES IN SPEECH FEATURES ON THE RECOGNITION ACCURACY OF ASR SYSTEM: A STUDY ON THE MALAY SPEECH IMPAIRED CHILDREN. Malaysian Journal of Computer Science, 30(1), 48-62.
  14. Saeed, A., Ab Hamid, S. H., Mustafa, M. B. (2016). The experimental applications of search-based techniques for model-based testing: Taxonomy and systematic literature review. Applied Soft Computing, 49, 1094-1117.
  15. Salim, Siti Salwah; Mustafa, Mumtaz Begum Binti Peer; Asemi, Adeleh; Ahmad, Azila; Mohamed, Noraini; Ghazali, Kamila Binti (2016). A speech pronunciation practice system for speech-impaired children: A study to measure its success, RESEARCH IN DEVELOPMENTAL DISABILITIES. 56, 41-59. doi:10.1016/j.ridd.2016.05.013
  16. Malekzadeh, Mehdi; Mustafa, Mumtaz Begum; Lahsasna, Adel (2015). A Review of Emotion Regulation in Intelligent Tutoring Systems, EDUCATIONAL TECHNOLOGY & SOCIETY. 18(4), 435-445
  17. Mustafa, M. B., Rosdi, F., Salim, S. S., Mughal, M. U. (2015). Exploring the influence of general and specific factors on the recognition accuracy of an ASR system for dysarthric speaker. Expert Systems with Applications, 42(8), 3924-3932.
  18. Mustafa, M. B.; Salim, S. S.; Mohamed, N.; Al-Qatab, B.; Siong, C. E. (2014). Severity-Based Adaptation with Limited Data for ASR to Aid Dysarthric Speakers (vol 9, e86285, 2014), PLOS ONE. 9(5). doi:10.1371/journal.pone.0097665
  19. Mustafa, Mumtaz Begum; Don, Zuraidah Mohd; Ainon, Raja Noor; Zainuddin, Roziati; Knowles, Gerry (2014). Developing an HMM-Based Speech Synthesis System for Malay: A Comparison of Iterative and Isolated Unit Training, IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS. E97D(5), 1273-1282. doi:10.1587/transinf.E97.D.1273
  20. Mustafa, Mumtaz Begum; Ainon, Raja Noor (2013). Emotional speech acoustic model for Malay: Iterative versus isolated unit training, JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA. 134(4), 3057-3066. doi:10.1121/1.4818741
  21. Mustafa, Mumtaz B.; Ainon, Raja N.; Zainuddin, Roziati; Don, Zuraidah M.; Knowles, Gerry; Mokhtar, Salimah (2010). PROSODIC ANALYSIS AND MODELLING FOR MALAY EMOTIONAL SPEECH SYNTHESIS, MALAYSIAN JOURNAL OF COMPUTER SCIENCE. 23(2), 102-110
ESCI
  1. Tajudeen, Farzana Parveen; Bahar, Nurhidayah; Tan, Maw Pin; Mustafa, Mumtaz Begum Peer; Saedon, Nor Izzati; Jesudass, Jenifer (2022). Understanding User Requirements for a Senior-Friendly Mobile Health Application, GERIATRICS. 7(5). doi:10.3390/geriatrics7050110
  2. Al-Qatab, B. A., Mustafa, M. B., Salim, S. S., & Sani, A. A. (2021). Determining the adaptation data saturation of ASR systems for dysarthric speakers. International Journal of Speech Technology, 24(1), 183-192. doi: 10.1007/s10772-020-09788-7
  3. Mustafa, Mumtaz Begum; Yusoof, Mansoor A. M.; Don, Zuraidah M.; Malekzadeh, Mehdi (2018). Speech emotion recognition research: an analysis of research focus, INTERNATIONAL JOURNAL OF SPEECH TECHNOLOGY. 21(1), 137-156. doi:10.1007/s10772-018-9493-x
Scopus
  1. Abushariah A.A.M., Abushariah M.A.M., Gunawan T.S., Chebil J., Alqudah A.A.M., Ting H.-N., Mustafa M.B.P. (2023). Fusion of speech and handwritten signatures biometrics for person identification, International Journal of Speech Technology. . doi:10.1007/s10772-023-10052-x
  2. Thamutharam, Y. N., Mustafa, M. B. P., Musthafa, F. N., & Tajudeen, F. P. (2021). Usability Features to Improve Mobile Apps Acceptance among the Senior Citizens in Malaysia. ASM Science Journal, 16(3), 1-7. doi: 10.32802/asmscj.2021.686
Others
  1. Abubakar Ahmad Aliero, Dalhatu Muhammed, Mumtaz Begum Binti Peer Mustafa, Muhammad Saidu A. and Muhammad Garba. (2020). A Cross-Lingual Text-To-Speech System for Hausa using DNN-Based Approach, International Journal of Mechatronics, Electrical and Computer Technology (IJMEC), Vol. 10(35), 4460-4470. PISSN: 2411-6173, EISSN: 2305-0543.
  2. Khan, Tawseef ; Mustafa, Mumtaz; Yusoof, Mansoor (2020). Identifying the Most Influencing Speech Features of the Joint Speech Separation and Automatic Speech Recognition System.
  3. Sonya Meitarice, , Mumtaz Begum Peer Mustafa, Dedek Okta Andi, (2020). AUTOMATED TASK MANAGEMENT SYSTEM USING ANALYTICAL HIERARCHY PROCESS, JURNAL TEKNIK INFORMATIKA, Vol 13, No 2 (2020).
  4. Mumtaz Begum Mustafa, Siti Salwah Salim and Feizal Dani Rahman. (2016). A Two-Stage Adaptation towards Automatic Speech Recognition System for Malay- Speaking Children, International Journal of Computer, Electrical, Automation, Control and Information Engineering, 10 (3), 73-76.
  5. Al-Qatab, Bassam Ali; Mustafa, Mumtaz Begum; Salim, Siti Salwah (2014). Maximum Likelihood Linear Regression (MLLR) for ASR Severity Based Adaptation to Help Dysarthric Speakers. International Journal of Simulation -- Systems, Science & Technology . 2014, Vol. 15 Issue 6, p75-82. 8p.
  6. Saratu Yusuf Ilu, Mumtaz B. Mustafa, Siti Salwah Salim, Mehdi Malekzadeh, Age-Based Interface Design for Children s CAPT Systems, World Academy of Science, Engineering and Technology, International Journal of Social, Management, Economics and Business Engineering Vol:8 No:8, 2014.
Chapter in Books
  1. Huang, H., Asemi, A., Mustafa, M.B. (2023). Sentiment Analysis Application in E-Commerce: Current Models and Future Directions. In: K , A., Francesconi, E., Asemi, A., Kotsis, G., Tjoa, A.M., Khalil, I. (eds) Electronic Government and the Information Systems Perspective. EGOVIS 2023. Lecture Notes in Computer Science, vol 14149. Springer, Cham. https://doi.org/10.1007/978-3-031-39841-4_5
  2. Malekzadeh, M., Salim, S.S., Mustafa, M.B. Towards integrating emotion management strategies in intelligent tutoring system used by children, Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering (LNICST), vol. 100, pp. 41-50, 2014.
Article in Proceeding
  1. Nazean Jomhari, Syahida Mohtar, Mumtaz Begum Mustafa, Zulkifli Mohd Yusoff (2021). COMMUNITY ENGAGEMENT DURING PANDEMIC, International Webinar Conference of Universiti Malaya Academia Community Engagement 2021, Innovation Resilience: Post Pandemic Recovery Online via Zoom Platform, 14th September 2021.
  2. Fathima Naja Musthafa, Mumtaz Begum Mustafa, Farzana Parveen Tajudeen, Thamil Selvee Ramasamy, Ajantha Sinniah (2020).Towards the Development of a User-Centred Health Management Application for Elderly, IEEE The International Conference on Advancements in Computing 2020.
  3. ABUBAKAR AHMAD ALIERO, MUMTAZ BEGUM BINTI PEER MUSTAFA, MUHAMMAD GARBA, DALHATU MUHAMMED ANDMUHAMMAD SAIDU. (2019). A DNN-BASED TEXT-TO-SPEECH SYSTEM FOR HAUSA: AN UNDER-RESOURCED LANGUAGE, 1st International Conference on Mechatronics, Automation and Cyber-Physical Computer Systems.
  4. Mustafa, M.B., Yusoof, M.A.(2017). Software Agent as an Effective Tool for Managing the Internet of Things Data Complexity, International Conference on Business, Big-Data, and Decision Sciences (ICBBD) 2017, Chulalongkorn University, Thailand, 2-4 August 2017.
  5. Mumtaz Begum Mustafa and Adel Lahsasna, An Accurate Sign Language Recognizer using Random Sphere Oracle, 2016 the first International Conference on Multimedia and Image Processing (ICMIP 2016), Bandar Seri Begawan, Brunei, June 1-3, 2016.
  6. Mumtaz Begum Mustafa, Siti Salwah Salim, Feizal Dani Rahman. (2016) A Two-Stage Adaptation towards Automatic Speech Recognition System for Children, 18th International Conference on Text, Speech and Dialogue, 03-04 March 2016, Singapore.
  7. Yeap Chun Sheng, Mumtaz Begum Mustafa, Shahin Alam, Siti Hafizah Hamid, Asmiza Abdul Sani, Abdullah Gani, (2016) Personal CGPA Planning System for Undergraduates: Towards Achieving the First Class CGPA, 2016 Fifth ICT International Student Project Conference 2016 (ICT-ISPC 2016), Faculty of ICT, Mahidol University, Salaya Campus, Nakhon Pathom, Thailand, May 27-28, 2016.
  8. Muhammad Elrashid Yousif, Seyed Reza Shahamiri, and Mumtaz Begum Mustafa. (2015) Test Oracles based on Artificial Neural Networks and Info Fuzzy Networks: A Comparative Study, The 10th IEEE Conference on Industrial Electronics and Applications (ICIEA 2015), 15 17 June 2015, in Auckland, New Zealand. indexed by EI Compendex
  9. Bassam Al-Qatab, Mumtaz B.M., Siti Salwah Salim. (2014). Severity Based Adaptation for ASR to Aid Dysarthric Speakers. Asia Modelling Symposium 2014, Eighth Asia International conference on Mathematical Modelling and Computer Simulation, Kuala Lumpur, Malaysia.
  10. Bassam Ali Al-Qatab, Mumtaz Begum Mustafa, Siti Salwah Salim (2014). Severity Based Adaptation for ASR to Aid Dysarthric Speakers, 2014 8th Asia Modelling Symposium
  11. Feisal Dani Rahman, Noraini Mohamed, Mumtaz Mustafa, Siti Salwah Salim. 2014. Automatic Speech Recognition System for Malay Speaking Children, The 2014 Third ICT International Student Project Conference 2014(ICT-ISPC 2014),Faculty of ICT, Mahindol University, Salaya Campus, Nakhon Pathom, Thailand on March 26-27, 2014.
  12. M. Malekzadeh, S.S. Salim and M.B. Mustafa, Towards Integrating Emotion Management Strategies in Intelligent Tutoring System Used by Children , 4th International Symposium on Pervasive Computing Paradigms for Mental Health, Tokyo, Japan, May 8 9, 2014.
  13. Mumtaz Begum Mustafa, Siti Salwah Salim, Feisal Dani Rahman, Azila Ahmad, Kamila Ghazali. The Acceptance of Speech Pronunciation Practice System by Children with Speech Impairments. The 3rd International Conference on Computer Engineering & Mathematical Sciences (ICCEMS 2014).
  14. Saratu Yusuf Ilu, Mumtaz B. Mustafa, Siti Salwah Salim, Mehdi Malekzadeh, Age-based factors in the interface design of CAPT systems for children, The 4th Workshop on Child Computer Interaction (WOCCI 2014), Singapore.
  15. Alan N. Baxter, Stefanie Pillai, Nor Aniza Abdullah, Mumtaz Mustafa, "The development of an online dictionary for Malacca Portuguese Creole," Association for Portuguese and Spanish Lexically Based Creole Languages 2013 Summer Conference, Lisbon, Portugal, 19-21 June 2013.
  16. Fadhilah Rosdi, Siti Salwah Salim, Mumtaz Mustafa, The effect of speech rate on formant frequency movements, The Annual International Conference on Science and Engineering in Biology, Medical and Public Health (BioMedicPub 2013)
  17. Mumtaz B. Mustafa, Zuraidah M. Don, Gerry Knowles. (2013). Context-Dependent Labels for an HMM Based Speech Synthesis System for Malay. International Conference on Speech Database and Assessments (Oriental COCOSDA), November 25th - 27th, KIIT Gurgaon, INDIA. (Non-ISI/Non-SCOPUS Cited Publication)
  18. Mumtaz, B. M., Ainon, R. N., Zainuddin, R., Zuraidah, M.D. and Knowles, G. 2011. A cross-lingual approach to the development of an HMM-based speech synthesis system for Malay. In Proc. of 12th Annual Conference of International Speech Communication Association INTERSPEECH-2011, 3197-3200.
  19. Mumtaz, B. M., Ainon, R. N., Zainuddin, R., Zuraidah, M. D. and Knowles, G. 2011. Assessing the naturalness of Malay emotional voice corpora. International Conference on Speech Database and Assessments (Oriental COCOSDA), Hsinchu, Taiwan, 174-179.
  20. Mustafa, M.B., Ainon, R.N., Zainuddin. 2010. EM-HTS: Real-time HMM-based Malay Emotional Speech Synthesis. Proc. 7th ISCA Research Workshop on Speech Synthesis, Sept 22-24, 2010, Kyoto, Japan, pp 240-244.
  21. Mumtaz, B.M., Ainon, R.N., Zainuddin, R., Zuraidah, M.D., Knowles, G. 2008. Prosody Generation by Integrating Rule and Template-based Approaches for Emotional Malay Speech Synthesis. TENCON 2008-IEEE Region 10 Conference, 1-6.
  22. Mumtaz,B.M., Ainon, R.N., Roziati, Z., Zuraidah, M.D. 2008. Integrating rule and template-based approaches for emotional Malay speech synthesis. In: Proc. of In Proc. of 9th Annual Conference of International Speech Communication Association (INTERSPEECH-2008), 253-256.
  23. Mumtaz, B.M., Ainon, R.N., Zuraidah, M.D., Knowles, G. 2007. Adding an Emotions Filter to Malay Text-to- Speech System. In Proceedings of the 2007 IEEE International Conference on Signal Processing and Communication, Dubai, 1007-1010.
  24. Mumtaz, B.M., Ainon, R.N., Zuraidah, M.D., Kow Weng Onn. 2006. Towards an Emotional Malay Text-to-speech System. In Proceedings of the International Conference on Computer and Communication Engineering, ICCCE 06, Kuala Lumpur, Malaysia, 951-956.

RESEARCH PROJECT

National
  1. 2023 - 2026, Fundamental Research Grant Scheme (FRGS)
    A Speech Enhancement Framework In Automatic Speech Recognition System For Dictating Malay Audio Files With Background Noises ( Principal Investigator(PI))
  2. 2020 - 2023, RU Geran - Fakulti Program
    A Model-driven Approach For Generation Of Positive And Negative Requirements Based On Use Cases Written In Natural Languages ( Co-Researcher)
  3. 2020 - 2023, Fundamental Research Grant Scheme (FRGS)
    A Framework For A Multilingual Language Identification In Conversational Speech ( Principal Investigator(PI))
  4. 2019 - 2021, Others MOHE - Top 100 (IIRG)-HWB
    The Development Of Health Management App Incorporating Speech-based Interaction For The Older Adults ( Principal Investigator(PI))
  5. 2018 - 2019, Bantuan Khas Penyelidikan (BKP Special)
    A Machine Learning Approach For Predicting And Converting Number Formats To Text ( Principal Investigator(PI))
  6. 2017 - 2018, RU Geran
    A Malay Text-to-speech Synthesis System For Enhancing User Interaction With Technologies Devices ( Principal Investigator(PI))
  7. 2013 - 2016, Geran Penyelidikan Universiti Malaya (UMRG Programme) - HNE (Humanities & Ethics)
    An Automatic Speech Pronounciation Practice And Feedback System For Children With Speech Impairments ( Co-Researcher)
  8. 2014 - 2016, Geran Penyelidikan Universiti Malaya (UMRG) - AFR (Frontier Science)
    A Hybrid Pattern Recognition Technique For Recognizing Sign Language Of Hearing Impaired Individuals. ( Principal Investigator(PI))
  9. 2011 - 2016, High Impact Research - Ministry of Education (HIR-MOE) Cycle 1
    Multimodal Engagement For Children With Communication Disabilities. ( Co-Researcher)
  10. 2013 - 2015, Prototype Research Grant Scheme (PRGS)
    HMM- BASED SPEECH SYNTHESIS SYSTEM FOR MALAY ( Principal Investigator(PI))
  11. 2020 - 2022, Fundamental Research Grant Scheme (FRGS)
    A Framework For a Multilingual Language Identification in Conversational Speech ( Principal Investigator(PI))
  12. 2018 - 2019, Bantuan Kecil Penyelidikan (BKP)
    A MACHINE LEARNING APPROACH FOR PREDICTING AND CONVERTING NUMBER FORMATS TO TEXT ( Principal Investigator(PI))
  13. 2017 - 2018, UM Prototype Grant
    A Malay Text-to-speech Synthesis System For Enhancing User Interaction With Technologies Devices ( Principal Investigator(PI))
  14. 2011 - 2015, High Impact Research (HIR)
    MULTIMODAL ENGAGEMENT FOR CHILDREN WITH COMMUNICATION DISABILITIES ( Co-Researcher)
  15. 2013 - 2015, Prototype Research Grant Scheme (PRGS)
    HMM-based Speech Synthesis System for Malay ( Principal Investigator(PI))
  16. 2014 - 2014, Postgraduate Research Grant(PPP)
    AUTOMATIC SPEECH RECOGNITION FOR CHILDREN WITH SPEECH IMPAIRMENT : AN ADAPTATION APPROACH ( Principal Investigator(PI))

CONSULTANCY PROJECT

  • Speech to Speech Technology Subject Matter Expert for Malaysia Innovation Hub (Mih), Malaysia Innovation Hub
    01 Dec 2017 - 01 Dec 2017 (National)

PAPER PRESENTED

PRESENTER
  1. A Two-Stage Adaptation towards Automatic Speech Recognition System for Children, 18th International Conference on Text, Speech and Dialogue, World Academy of Science, Engineering and Technology (WASET) (International) (03 Mar 2016 - 04 Mar 2016)
  2. The effect of speech rate on formant frequency movements, The Annual International Conference on Science and Engineering in Biology, Medical and Public Health (BioMedicPub 2013)  (International) (16 Aug 2013 - 17 Aug 2013)
  3. The development of an Online Dictionary for Malacca Portuguese Creole, Association for Portuguese and Spanish Lexically Based Creole Languages 2013 Summer Conference  (International) (19 Jun 2013 - 21 Jun 2013)
  4. Assessing the naturalness of Malay emotional voice corpora, International Conference on Speech Database and Assessments (Oriental COCOSDA), Oriental COCOSDA (International) (26 Oct 2011 - 28 Oct 2011)
  5. A cross-lingual approach to the development of an HMM-based speech synthesis system for Malay, INTERSPEECH-2011, International Speech Communication Association (ISCA) (International) (28 Aug 2011 - 31 Aug 2011)
  6. Prosody Generation by Integrating Rule and Template-based Approaches for Emotional Malay Speech Synthesis, TENCON 2008- 2008 IEEE Region 10 Conference , IEEE (International) (18 Nov 2008 - 21 Nov 2008)
  7. Integrating rule and template-based approaches for emotional Malay speech synthesis, INTERSPEECH-2008, International Speech Communication Association (ISCA) (International) (22 Sep 2008 - 26 Sep 2008)
OTHERS
  1. PRACTICAL MACHINE LEARNING TOOLS AND TECHNIQUES USING WEKA, WORKSHOP ON DATA MINING , TEKBAC (M) Sdn Bhd (International) (14 Dec 2015 - 15 Dec 2015)
  2. Facilitator for Junior Discoverers & Innovators: Application Development Kits, University of Malaya Research Carnival (UMRC 2015), Universiti Malaya (University) (08 Oct 2015 - 10 Oct 2015)

ACADEMIC/PROF. SERVICES

Evaluation
  1. (2024) Ahli Jawatankuasa Harta Intelek Universiti Malaya Di Pusat Inovasi & Perusahaan(Umcie), University, (Internal Evaluator)
  2. (2024) External Examiner for The Bachelor of Software Engineering (Honours) Programme, National, (External Assessor)
  3. (2024) Panel for Vetting Mse Dissertation Title 2023, University, (Internal Evaluator)
  4. (2023) Pemeriksa Luar Bagi Tesis Ijazah Sarjana Bertajuk: Pengkelasan Niat Chatbot Bacaan Pru Menggunakan Teknik Pembenaman dan Pembelajaran Mesin (Calon: Siti Noor Baini Binti Mustafa), UKM., National, (External Examiner)
  5. (2023) Internal Examiner for Master of Software Engineering (Software Technology): Mohd Arif Bin Jamal (17198799/1 | Woc180014), University, (Internal Examiner)
  6. (2023) Internal Examiner for Doctoral Thesis for Examination (Research Mode) – Muntadher Saadoon Wadi (17035938/1 / Wva170021), University, (Internal Examiner)
  7. (2023) External Examiner for Ph.D. Thesis Entitled: Enhanced Pattern Recognition Technique and Machine Learning Approaches for Web Mining, Visvesvaraya Technological University, Belagavi, India., International, (External Examiner)
  8. (2023) External Examiner for Ph.D. Thesis Entitled: Design of Knowledge Based Framework for Conversion of Sign Language Into Formal Language, Visvesvaraya Technological University, Belagavi, India., International, (External Examiner)
  9. (2023) External Examiner for Phd Thesis: Advanced Data Analytics Using Machine Learning for Prediction and Cognitive Decision Making, Visvesvaraya Technological University, Belagavi, India., International, (External Examiner)
  10. (2023) Frgs Evaluator Universiti Malaya, University, (Internal Evaluator)
  11. (2023) External Examiner for Master Thesis : a Novel Algorithm to Compute The Performance of Misbehavior Detection for Traffic Regulatory Application, Visvesvaraya Technological University, Belagavi, India., International, (External Examiner)
  12. (2022) Internal Examiner for Master by Full Research Thesis Entitled: Measuring User Experience Using Quantification Models and Understanding User Behavior in Adopting E-Wallet Framework, University, (Internal Examiner)
  13. (2022) (University) Frgs Evaluator 2022, University, (Internal Evaluator)
  14. (2022) Internal Examiner for Phd Thesis: Self-Configured Framework for Scalable Link Prediction in Twitter Social Networks, University, (Internal Examiner)
  15. (2022) (University) Prgs Evaluator 2022, University, (Internal Evaluator)
  16. (2021) External Examiner for Ph.D. Dissertation Plan in Business Informatics Entitled: a Novel Combined Recommender System Framework Using Customer Investment Service Feedback, Corvinus University of Budapest, Hungary., International, (External Examiner)
  17. (2021) Internal Examiner for Ph.D. Thesis Entitled: a Digital Game-Based Learning Framework for Enhancing Primary School Students’ Critical Thinking Skills, University, (Internal Examiner)
  18. (2021) Ahli Jawatankuasa Penilai Pengkomersialan (Jkpp) Universiti Malaya Di Pusat Pengkomersialan (UMCIC), University, (Internal Evaluator)
  19. (2020) MSE PROJECT TITLE EVALUATION PANEL/ PANEL PENILAI TAJUK-TAJUK PROJEK MSE , (Review Committee)
  20. (2020) INTERNAL EXAMINER FOR MASTER DISSERTATION TITLE: AN INTEGRATED THREE-FLOW APPROACH FOR FRONT-END SERVICE COMPOSITION , (Internal Examiner)
  21. (2019) INTERNAL EXAMINER FOR MASTER DISSERTATION: A Service-based Multi Objective Food Pickup and Delivery System for a Small and Medium Enterprise, (Internal Examiner)
  22. (2019) INTERNAL EXAMINER FOR MASTER FULL RESEARCH: PREDICTION OF RISK LEVEL AND PATIENT OUTCOMES FOR MALAYSIAN PATIENTS WITH ACUTE CORONORY SYNDROME (ACS), (REA001-R2)
  23. (2018) Dissertation Title: FSI DRivenergy: Mitigating smartphone energy consumption using Fuzzy inference, Master of Software Engineering Candidate: FARID IQBAL BIN IBRAHIM (WGA150031), (Internal Examiner)
  24. (2018) AJK SEMAKAN KURIKULUM IJAZAH SARJANA KEJURUTERAAN PERISIAN (TEKNOLIOGI PERISIAN) , (Committee)
  25. (2018) INTERNAL EXAMINER FOR MASTER DISSERTATION: Predicting and Determining the Best-Fit Programmers Using Prognostic Attributes, Master of Software Engineering Candidate: SORADA PRATHAN (WGC130001), (REA001-R2)
  26. (2018) EXTERNAL EXAMINER FOR PHD THESIS ENTITLED: Design Methodologies in Finger Spelling Translation into Kannada Language for Hearing Impaired Interaction (Department of Computer Engineering, MET's Institute of Engineering, India), (REA001-R3)
  27. (2016) Appointment as External Examiner for Software Engineering related programmes for the School of Engineering and IT, Megatech International College, (External Examiner)
  28. (2016) INTERNAL EXAMINER FOR MSE DISSERTATION ENTITLED: FUZZY-BASED FRAMEWORK FOR THE SELECTION OF IMAGE PROCESSING SOFTWARE FOR DIAGNOSIS AND OUTCOME PREDICTION OF CARDIAC DISEASES, TANISHA (WGC140002)-40 CREDITS, (REA001-R2)
  29. (2016) INTERNAL EXAMINER FOR PHD THESIS: A Noun-Based Feature Location Approach Supported by Time-Aware Term-Weighting Technique for Facilitating Software Maintenance, Sima Zamani, (REA001-R2)
  30. (2016) External Examiner for Ph.D. Thesis Entitled: Generation of Testcases from Usecases, Anna University, India., (REA001-R3)
  31. (2015) Internal Examiner for Master of Computer Science Candidate: (Dissertation Mode): Nurul Nadhrah Kamaruzaman (WGA120023)Research Title: InteractiveSerious Game to Support Learning Al-Quran for Children with Low-Functioning Autism., (REA001-R2)
  32. (2015) Internal Examiner for Dissertation Examination: Eliciting Sustainability Requirement Towards Green Mobile Application Design, Sanah Abdullahi Muaz (WGC120017), (REA001-R2)
  33. (2015) Pemeriksa Dalam bagi Pencalonan Ijazah Sarjana Seni Persembahan (Muzik)- (Kursus dan Disertasi) Calon:LEI QIAN (RGI110003) (China) Tajuk disertasi: An Acoustic Analysis of the Singer's Formant of the Malaysian-Chinese Classical Trained Singing Voices, (REA001-R2)
  34. (2014) INTERNAL EXAMINER FOR MASTER'S DISSERTATION ENTITLED: GESTURE RECOGNITION OF FAKIH METHOD IN AL-QURAN RECITATION FOR DEAF, (REA001-R2)
  35. (2013) Internal Examiner for MSE Project Evaluation: Anomaly detection on an academic social network., (REA001-R2)
  36. (2013) Internal Examiner for MSE Project: Developing a School Management Information System (SMIS) for Secondary School in China Using Service Oriented Architecture (SOA), (REA001-R2)
Contribution to external organisation
  1. (2024) Advisory Board Members for The 3rd International Workshop On Knowledge Management in Ambient Intelligent Systems (Knowmais-24), International, (Technical Advisor)
  2. (2020) Reviewer for IEEE Reviews in Biomedical Engineering (RBME-00011-2020). , IEEE Reviews in Biomedical Engineering
  3. (2020) Reviewer for Digital Signal Processing (DSP-D-20-00117), Digital Signal Processing
  4. (2020) Reviewer for PLoS One (PONE-D-20-04560), PLoS One
  5. (2019) Reviewer for PLOS ONE Journal - PONE-D-19-25986, PLOS ONE
  6. (2019) Reviewer for MALAYSIAN JOURNAL OF COMPUTING, MALAYSIAN JOURNAL OF COMPUTING
  7. (2019) Reviewer for International Journal of Speech Technology- IJST-D-19-00001 , International Journal of Speech Technology
  8. (2019) Reviewer for Pertanika Journals - Special Issue JST(S)-0535-2019-R6, PERTANIKA JOURNAL OF SCIENCE AND TECHNOLOGY
  9. (2019) Reviewer for Journal of Intelligent Systems - JISYS.2018.0417.R1, Journal of Intelligent Systems
  10. (2019) Reviewer for Journal of Intelligent Systems - JISYS.2018.0417, Journal of Intelligent Systems
  11. (2018) PANEL PENASIHAT AKADEMIK, FSKTM, Universiti Malaya
  12. (2018) Reviewer in Professional Bodies (MJoC), Malaysian Journal Of Computing (MJoC) Faculty of Computer and Mathematical Sciences (FSKM) Universiti Teknologi MARA
  13. (2018) Assistant Associate Editor, Malaysian Journal of Computer Science (MJCS)
  14. (2018) Reviewer for Transactions on Neural Systems & Rehabilitation Engineering (Manuscript ID: TNSRE-2017-00269), Transactions on Neural Systems & Rehabilitation Engineering
  15. (2018) PENILAI BAGI TUJUAN AKREDITASI SEMULA PROGRAM IJAZAH TINGGI BAGI PROGRAM SARJANA KEJURUTERAAN PERISIAN, FSKTM, Universiti Malaya
  16. (2018) Reviewer for Journal of Speech Technology (IJST) (IJST-D-18-00158), Journal of Speech Technology (IJST)
  17. (2018) Consultation on Bahasa Melayu Voice Recognition Project, MDEC/ UM Collaboration
  18. (2017) First Class Students Task Force, FSKTM, Universiti Malaya
  19. (2017) Ahli Jawatankuasa Penyelidikan FSKTM, Faculty of Computer Science & Information Technology
  20. (2017) AJK Jaminan Kualiti FSKTM , FSKTM, Universiti Malaya
  21. (2016) FACILITATOR FOR TEXT-TO-SPEECH WORKSHOP (HMM-BASED) - 2016, DEPARTMENT OF SOFTWARE ENGINEERING, UNIVERSITY OF MALAYA
Mentoring
  1. (2024) Industrial Training Supervisor, University, (Mentor)
  2. (2024) Academic Advisor Coordinator, University, (Academic Advisor)
  3. (2023) Jawatankuasa Talent RecrUiTMent, University, (Mentor)
  4. (2021) Ahli Jawatankuasa Bagi Program Myexcell@UM 2021, University, (Mentor)

SUPERVISION

Postgraduate Student
PhD/ Doctoral
  1. (2024) A SPEECH ENHANCEMENT FRAMEWORK IN AUTOMATIC SPEECH RECOGNITION SYSTEM FOR DICTATING MALAY AUDIO FILES WITH BACKGROUND NOISES, ZUBAIR ZALAND
  2. (2024) Bilingual Automatic Speech Recognition, AHMAD ABDEL RAHMAN MAHMOUD ABUSHARIAH
  3. (2024) A Dynamic Lifelong Learning Aspect-Based Sentiment Analysis GPT, HUANG HUANG
  4. (2024) LMS TRAINING FRAMEWORK FOR UNIVERSITY INSTRUCTORS DURING PANDEMICS: A MIXED METHODS STUDY, FATEN ABU MUTI
  5. (2024) Agile Implementation of Companies in Malaysia; a framework to Deliver Information system Projects, HAYATI BINTI HARUDIN
  6. (2022) A MOBILE LEARNING DEVELOPMENT FRAMEWORK FOR AL-QURAN LITERAL UNDERSTANDING OF MIDDLE-AGED FEMALE NON-NATIVE ARABIC SPEAKERS, SYAHIDA BINTI MOHTAR
  7. (2015) A Noise Filtering Framework in Multi-Channel Speech Enhancement System for Environmental Noises, PAVANI
  8. (2015) A Class-Specific Data Augmentation of Imbalance Dataset for Signer Independent Finger Spelling Recognition, Noraini Mohamed
  9. (2012) AN INTRA-SEVERITY CLASSIFICATION AND ADAPTATION TECHNIQUE TO IMPROVE DYSARTHRIC SPEECH RECOGNITION ACCURACY, Bassam Ali Al-Qatab
  10. (2011) A Feature-Based Dual-Layer Ensemble Classification Method for Physiological-Based Human Emotional State Recognition, Mehdi Malekzadeh
  11. (2010) FUZZY PETRI NETS AS A CLASSIFICATION METHOD FOR AUTOMATIC SPEECH INTELLIGIBILITY DETECTION OF CHILDREN WITH SPEECH IMPAIRMENTS, Fadhilah Rosdi
Master
  1. (2024) Multilingual Automatic Speech Recognition for Code-switching Speech, CAO ZHENFEI
  2. (2024) An Improved Principal Component Analysis and Synthetic Minority Over- Sampling Techniques for Multi-Class Imbalanced Data, LOGAN A/L SATHIVELOO
  3. (2024) GOMS ANALYSIS IN SENSORY INTEGRATION TREATMENT BASED ON VIRTUAL REALITY INTERACTION FOR CHILDREN WITH AUTISM USING GEAR VR, Choy Lik kay
  4. (2022) Deep Learning for Malay-English Code-Switched Speech Recognition System, IREEN YEK CHUNG MEI
  5. (2022) Fuzzy-Based Classification with a Three-tier Fog Computing Architecture for Minimizing Latency in IoT Healthcare System, SAIKET JAMAN ALAMIN
  6. (2021) An Improved Feature Extraction Method for Software Requirements Classification Based on Machine Learning, Bo Yang
  7. (2021) Design Guidelines in Health Management Application for The Elderly, MOHAMED MUSTHAFA FATHIMA NAJA
  8. (2021) Measuring Aircraft Altimetry System Error Using Automatic Dependent Surveillance-Broadcast Data, KALYANI BAHSKARAN
  9. (2017) SPEECH FEATURES ANALYSIS OF THE JOINT SPEECH SEPARATION AND AUTOMATIC SPEECH RECOGNITION MODEL, Tawseef Khan
  10. (2017) Sentiment Analysis for Airline Services On Twitter Using Deep Learning with Word Embedding, MAWADA MOHAMED NOUR EL DAIM EL KHALIFA
  11. (2017) PARALLEL PROCESSING FOR DATA RETRIEVAL IN ODOO ENTERPRISE RESOURCE PLANNING REPORTING SYSTEM, Roua Abdelmuniem Osman Alhag Eisa
  12. (2016) THE DEVELOPMENT OF SENTIMENT ANALYSIS SYSTEM USING WORD EMBEDDING TECHNIQUE FOR PASHTO LANGUAGE, Syed Ali Asghar Shah
  13. (2016) CONTEXT-BASED NUMERICAL FORMAT PREDICTION FOR MALAY TEXT-TO-SPEECH SYSTEM, Lit Wei Wern
  14. (2016) A Phonetically Rich and Balanced Lexical Corpus Using Zipfian Distribution for an Under-Resourced Language, Aminath Farshana
  15. (2016) A DNN-BASED TEXT-TO-SPEECH SYSTEM FOR HAUSA: AN UNDER-RESOURCED LANGUAGE, Abubakar Ahmad Alifro
  16. (2016) ACCELERATING DATA RETRIEVAL USING INDEX PRIORITIZATION APPROACH, SHATHA ALI MOHAMMED AL-ASHWAL
  17. (2015) Sign Language Recognition using Hybrid of HOG-Hu Moment Feature Extraction Techniques with RLO Ensemble Classifier, Emir Afiq Bin Ridzuan
  18. (2015) PREDICTING CONSUMER BUYING INTENTION IN E-COMMERCE USING INTELLIGENT AGENT INCORPORATING RELEVANT TRAITS, Fathima Nasreen
  19. (2015) Improving Usability Features of Mobile Apps for Elderly Non-Smartphone Users, YAMANI NAIR THAMUTHARAM
  20. (2015) FOREX FORECASTING MODEL BASED ON ENSEMBLE LEARNING, AMIR GHORATOLAIAN
  21. (2015) Face Recognition using PZMi, ANN and ANT Colony Algorithms, Milad Miri
  22. (2015) Automatic Numerical Format Prediction of Web Sources for Text-to-Speech System, Yaser Othman Ragesh Darwesh
  23. (2015) AN AUTOMATIC MALAY SIGN LANGUAGE RECOGNITION SYSTEM, Mohd Nasyim Bin Rosli
  24. (2014) An Ensemble-Based Regression Model for Perceived Stress Prediction using Relevant Personality Traits, Chang Hon Fey
  25. (2014) AN ENSEMBLE-BASED CLASSIFICATION METHOD FOR SIGN LANGUAGE RECOGNITION SYSTEM, Farshad Parsa
  26. (2014) AN AGENT-BASED TASK MONITORING AND ALERT SYSTEM FOR UNIVERSITY STUDENTS, Sonya Meitarice
  27. (2014) A Malay speech acoustic model for the visually impaired incorporating relevance speech attributes, YASMOON AZIYATI AHMAD
  28. (2013) A SUPPORT VECTOR MACHINE BASED APPROACH FOR IMPROVING ACCURACY AND PERFORMANCE OF TEST ORACLES, Muhammad Elrashid Yousif
  29. (2013) AGE-BASED INTERFACE DESIGN FOR CHILDREN'S SPEECH PRONUNCIATION PRACTICE SYSTEM, Saratu Yusuf Ilu
  30. (2012) A MULTI-LAYERED ADAPTATION TECHNIQUE FOR RECOGNIZING MALAY IMPAIRED SPEECH, Feisal Dani Rahman
Under Graduate Students
  1. (2024) WanderMy - A Malaysia Traveller Assistant
  2. (2024) Student Supervision Management App
  3. (2024) Expense Manager
  4. (2024) EcoScan
  5. (2024) EchoBlog
  6. (2024) Industrial Training, Tung Chun Xian
  7. (2023) Smart Mobile Travel Guide
  8. (2023) Project Management System
  9. (2023) GrocerSavvy: Our Grocery App
  10. (2023) Cocurricular Activities Management App
  11. (2023) Child Care Guide App
  12. (2023) Appraiso: Peer Appraisal App
  13. (2023) Academic Progression Monitoring App
  14. (2021) Student Revision App
  15. (2021) Design a Home App
  16. (2021) Car Recommendation App
  17. (2019) Malaysia Tourism Android Apps
  18. (2019) Health Management Application For Malaysian Elderly
  19. (2019) Health Checkout and Food Planner App For Elderly
  20. (2016) INCREASING USER REVIEWS THROUGH GAMIFICATION
  21. (2015) A Recommendations-based Academic Planner For Undergraduates
  22. (2014) Education Planner for Undergraduates
  23. (2014) Desktop Access for the Visually Impaired using a Malay Screen Reader
  24. (2013) Numbers to words: a conversion system for Malay
  25. (2013) Acronyms to text: A conversion system for Malay

TEACHING

Master
  1. (2024) WOC7017 - Big Data Processing
  2. (2024) WOX7001 - Research Methodology
  3. (2023) WOC7011 - Big Data Applications and Technologies
  4. (2023) WOC7017 - Big Data Processing
  5. (2020) WOC7011 - Big Data Applications and Technologies
  6. (2019) WOC7011 - Big Data Applications and Technologies
  7. (2018) WOC7011 - Big Data Applications and Technologies
  8. (2018) WOC7011 - Big Data Applications and Technologies
  9. (2017) WOC7011 - Big Data Applications and Technologies
  10. (2017) WOC7011 - Big Data Applications and Technologies
  11. (2016) WOC7011 - Big Data Applications and Technologies
  12. (2015) WXGC6311 - Software Agents
  13. (2014) WXGC6311 - Software Agents
  14. (2013) WXGC6105 - Software Architecture
Bachelor
  1. (2023) WIF3006 - Component-Based Software Engineering
  2. (2022) WIF3006 - Component-Based Software Engineering
  3. (2022) WIA2002 - Software Modelling
  4. (2021) WIF3006 - Component-Based Software Engineering
  5. (2021) WIA2002 - Software Modelling
  6. (2020) WIF3006 - Component-Based Software Engineering
  7. (2020) WIF3006 - Component-Based Software Engineering
  8. (2019) WIA2005 - Algorithm Design and Analysis
  9. (2019) WIF3006 - Component-Based Software Engineering
  10. (2019) WIA2005 - Algorithm Design and Analysis (Group 5)
  11. (2019) WIA2005 - Algorithm Design and Analysis (Group 9)
  12. (2019) WIF3006 - Component-Based Software Engineering
  13. (2018) WIF3006 - Component-Based Software Engineering
  14. (2018) WIA2005 - Algorithm Design and Analysis
  15. (2018) WIF3006 - Component-Based Software Engineering
  16. (2017) WIA2005 - Algorithm Design and Analysis
  17. (2017) WIF3006 - Component-Based Software Engineering
  18. (2017) WKES3206 - Software Engineering Ii
  19. (2017) WIF3006 - Component-Based Software Engineering
  20. (2017) WKES3206 - Software Engineering Ii (Component Oriented Development)
  21. (2017) WKES3206 - Software Engineering Ii
  22. (2016) WKES3206 - Software Engineering Ii
  23. (2016) WKES3206 - Software Engineering Ii (Component Oriented Development)
  24. (2015) WKES3206 - Software Engineering Ii (Component Oriented Development)
  25. (2015) WXES2112 - Thinking and Communication Skills
  26. (2014) WKES3206 - Software Engineering Ii
  27. (2013) WKES3206 - Software Engineering Ii
  28. (2013) WXES2112 - Thinking and Communication Skills

PATENT/IPR

  • English-Malay Code-Switched Acoustic Model for ASR System
    COPYRIGHT
  • AGE Health Management Application for Elderly
    COPYRIGHT
  • Malay Speech Dataset for Speaker Independent Model
    COPYRIGHT
  • A social media crawler system for automatic recommendation and promotion of a newly built mobile application.
    COPYRIGHT
  • Age Health Management Application For Elderly
    COPYRIGHT
  • AGE+
    TRADEMARK
  • METHOD FOR DEVELOPING PHONETICALLY RICH AND BALANCED LEXICAL CORPUS
    Patent (National)
  • METHODS FOR CONVERTING NUMERICAL TEXT FORMAT INTO LEXICAL
    Patent (National)
  • METHOD AND SYSTEM FOR TEXT-TO-SPEECH SYNTHESIS-WIPO
    Patent (International)
  • METHOD AND SYSTEM FOR TEXT-TO-SPEECH SYNTHESIS
    Patent (International)
  • METHOD AND SYSTEM FOR TEXT TO SPEECH SYNTHESIS
    Patent (National)

SOCIAL RESPONSIBILITY ACTIVITIES

  • Age+ Application to Help The Health Quality of The Elderly, (08 Feb 2022 - 31 Dec 2022) (National)
  • The Development of Health Management App Incorporating Speech-Based Interaction for The Older Adults, (13 May 2019 - 30 Apr 2021)
  • Innovative Product Project Initiative (Ippi), Project Title: Increasing User Reviews Through Gamification, (05 Mar 2017 - 31 Dec 2017)
  • Development of The First Malay Vision Based Sign Language Corpus, (01 Jan 2016 - 30 Dec 2016)
  • Enhancing The Access to Technological Devices for Malaysian Visually Impaired With The Development of Read Aloud System (Collaboration With Mab and Yayasan Orang Buta Malaysia), (01 Jan 2016 - 30 Dec 2016)
  • Malay Screen Reader for Malaysian Visually Impaired, (02 Feb 2015 - 30 Dec 2016)
  • Malay Text-to-Speech Synthesis System for Visually Impaired Individuals, (08 Sep 2014 - 30 Dec 2016)
  • Malaysian Disabled Society Especially for Children With Communication Disabilities, (01 Jan 2013 - 30 Jun 2016)