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Ghulam Muhammad

Professor

Professor, Department of Computer Engineering

علوم الحاسب والمعلومات
Room: 2191, Building: 31, 2nd floor, P.O. Box: 51178, College of Computer and Information Sciences, King Saud University, Riyadh 11543, Saudi Arabia
publication
Conference Paper

International Conference Paper

International Conference Papers
 

2023

102. Mansour Alsulaiman, et al., “Development and Analysis of a Versatile Dataset of Speech, Real and Synthesized, of Arabic Learners,” 2023 3rd International Conference on Computing and Information Technology (ICCIT), FCIT, University of Tabuk, KSA. 13 and 14/Sep/2023. DOI: 10.1109/ICCIT58132.2023.10273962

101. Zulfiqar Ali, Alba Garcia Seco De Herrera, Tamer A. Mesallam and Ghulam Muhammad, “Computer-based Blind Diagnostic System for Classification of Healthy and Disordered Voices,” IEEE 36th International Symposium on Computer-Based Medical Systems 2023 (CMBS 2023) 2023, 22-24 June 2023, L'Aquila, Italy. DOI: 10.1109/CBMS58004.2023.00295

2021

100. Syed Umar Amin, Hamdi Altaheri, Ghulam Muhammad, Mansour Alsulaiman, and Wadood Abdul, “Attention based Inception model for robust EEG motor imagery classification,” IEEE International Instrumentation & Measurement Technology Conference (I2MTC) 2021, May 2021. Virtual conference.

2020
99. Syed Umar Amin, Ghulam Muhammad, Wadood Abdul, Mohamed Bencherif, and Mansour Alsulaiman, “Multi-CNN feature fusion for efficient EEG classification,” 2020 IEEE International Conference on Multimedia & Expo Workshops (ICMEW) MUST-SH, London, 4-6 July 2020.

2017
98. Zulfiqar Ali, Mansour Alsulaiman, Ghulam Muhammad, Ahmed Al-Nasheri, and Awais Mahmood, “Clinical Informatics: Mining of Pathological Data by Acoustic Analysis,” International Congress in Health Informatics, Riyadh, Saudi Arabia, 21-23 February 2017.

2016
97. Awny Alnusair, Majdi Rawashdeh, Mohammed F. Alhamid, M. Anwar Hossain, Ghulam Muhammad, “Reusing Software Libraries Using Semantic Graphs,” Proc. of the 17th IEEE International Conference on Information Reuse and Integration (IRI-2016), Pittsburgh, PA, USA, 28-30 July 2016.

2015
96. Ahmed Al-nasheri, Zulfiqar Ali, Ghulam Muhammad and Mansour Alsulaiman, "An Investigation of MDVP Parameters for Voice Pathology Detection on Three Different Databases," Proc. Interspeech'15, pp. 2952-2956, Dresden, Germany, 6-10 September 2015.
95. Muhammad Hussain, Saeed Bamatraf, Hatim Aboalsamh, Aamir Saeed Malik, Hafeez Ullah Amin,  Hassan Mathkour, Ghulam Muhammad, and Emad-Ul-Haq Qazi, “A System based on 3D and 2D Educational Contents for True and False Memory Prediction using EEG Signals,” 7th International IEEE/EMBS Conference on Neural Engineering (NER), Montpellier, France, April 22-24, 2015.
94. M. Shamim Hossain and Ghulam Muhammad, "Cloud-Assisted Framework for Health Monitoring," the 28th annual IEEE Canadian Conference on Electrical and Computer Engineering (CCECE’2015),  pp. 1199 – 1202, Halifax, Nova Scotia, Canada, 3-6 May 2015.
93. Ahmed Al-nasheri, Zulfiqar Ali, Ghulam Muhammad, Mansour Alsulaiman, Khalid Almalki, Tamer Mesallam, and Mohamed Farahat, "Voice Pathology Detection with MDVP Parameters Using Arabic Voice Pathology Database," The 5th National Symposium on Information Technology: Towards New Smart World (NSITNSW'2015), Riyadh, Saudi Arabia, 17-19 February, 2015.

2014
92. Muhammad Hussain, Sarah Al-Otaibi, Hatim Aboalsamh, George Bebis, and Ghulam Muhammad, “Nonsubsampled Contourlet Transform Based Descriptors for Gender Recognition,” 2014 11th International Conference on Computer Graphics, Imaging and Visualization, pp. 63-68, Singapore, August 06-08, 2014. 
91. Ghulam Muhammad, “Automatic Date Fruit Classification By Using Local Texture Descriptors And Shape-Size Features,” 8th European Modelling Symposium (EMS2014), pp. 174-179, Pisa, Italy, October 21-23, 2014. doi: 10.1109/EMS.2014.63
90. Ghulam Muhammad, Mansour Alsulaiman, Awais Mahmood, Malak Almojaly, and M.A. Bencherif, “Voice Pathology Detection using Multiresolution Technique,” 8th European Modelling Symposium (EMS2014), Pisa, Italy, October 21-23, 2014.
89. Malak Almojaly, Ghulam Muhammad, and Mansour Alsulaiman, “Detection and Classification of Voice Pathology Using Feature Selection,” 11th ACS/IEEE International Conference on Computer Systems and Applications, Doha, Qatar, November 10-13, 2014.
88. Afnan Alhindi, Mansour Alsulaiman, Ghulam Muhammad and Saad Al-Kahtani, “Automatic Pronunciation Error Detection of Nonnative Arabic Speech,” 11th ACS/IEEE International Conference on Computer Systems and Applications, Doha, Qatar, November 10-13, 2014.
87. Ahmed A-Nasheri, Zulfiqar Ali, Ghulam Muhammad, and Mansour Alsulaiman, “Voice Pathology Detection Using Auto-Correlation of Different Filters Bank,” 11th ACS/IEEE International Conference on Computer Systems and Applications, Doha, Qatar, November 10-13, 2014.
86. Zulfiqar Ali, Ghulam Muhammad, Mansour Alsulaiman, Irraivan Elamvazuthi and Khalid Al-Mutib, “Automatic Speech Recognition for Dysphonic Patients by using Oriented Local Features,” 27th International Conference on Computer Applications in Industry and Engineering, New Orleans, Louisiana, USA, October 13-15, 2014.
85. Mansour Alsulaiman, Zulfiqar Ali, Ghulam Muhammad, Afnan Al Hindi, Taha Alfakih, Hussein Obeidat, Saad Al-Kahtani, “Pronunciation Errors of Non-Arab Learners of Arabic Language,” IEEE International Conference on Computer, Communication, and Control Technology (I4CT 2014), pp. 270-275, Langkawi, Malaysia, September 2-4, 2014.
84. Ghulam Muhammad, M. Solaiman Dewan, M. Moniruzzaman, Muhammad Hussain, and M. Nurul Huda, "Image forgery detection using Gabor filters and DCT," 2014 International Conference on Electrical Engineering and Information Communication Technology (ICEEICT), Dhaka, Bangladesh, 10-12 April, 2014.
83. Muhammad Hussain, Sahar Q. Saleh, Ghulam Muhammad, Hatim Aboalsamh, and George Bebis, “Comparison between WLD and LBP Descriptors for Non-intrusive Image Forgery Detection,” 2014 IEEE International Symposium on INnovations in Intelligent SysTems and Applications (INISTA), Alberobello, Italy, June 23-25, 2014.
82. Ghulam Muhammad, Zulfiqar Ali, Mansour Alsulaiman, and Khalid Almutib, “Vocal Fold Disorder Detection by applying LBP Operator on Dysphonic Speech Signal,” The 2nd International Conference on Intelligent Control, Modelling and Systems Engineering, Boston, USA, January 2014.

2013
81. Amani A. Alahmadi, Muhammad Hussain, Hatim Aboalsamh, Ghulam Muhammad, George Bebis, “Splicing image forgery detection based on DCT and local binary pattern,” 1st IEEE Global Conf. on Signal and Information Processing (GlobalSIP), Austin, Texas, USA, December 2013.
80. Ghulam Muhammad, “Voice pathology detection using vocal tract area,” European Modeling Symposium (EMS), Manchester, UK, November 2013.
79. Motasem AlSawadi, Ghulam Muhammad, Muhammad Hussain, and George Bebis, “Copy-move image forgery detection using local binary pattern and neighborhood clustering,” European Modeling Symposium (EMS), Manchester, UK, November 2013.
78. Zulfiqar Ali, Mansour Alsulaiman,  Ghulam Muhammad, Irraivan Elamvazuthi, and Tamer Mesallam, “Vocal fold disorder detection based on continuous speech by using MFCC and GMM,” 7th IEEE – GCC Conference, Qatar, November 2013.
77. Awais Mahmood, Mansour Alsulaiman, Ghulam Muhammad, “MDLF-Mavg: A new speech feature with a voice print,” 7th IEEE – GCC Conference, Qatar, November 2013.
76. Mansour Alsulaiman, Zulfiqar Ali, Ghulam Muhammad, Mohamed Bencherif, and Awais Mahmood, “KSU Speech Database: Text Selection, Recording and Verification,” European Modeling Symposium (EMS), Manchester, UK, November 2013.
75. Ghulam Muhammad and Moutasem Melhem, “Voice Pathology Detection and Classification Using MPEG-7 Audio Low-Level Features,” Interspeech2013, pp. 3627 – 3631, Lyon, France, August 2013.
74. Muhammad Hussain, Ghulam Muhammad, Sahar Q. Saleh, Anwar M. Mirza, and George Bebis, “Image forgery detection using multi-resolution Weber local descriptors,” Eurocon2013, pp. 1570- 1577, Zagreb, Croatia, July 2013.
73. Ghulam Muhammad, Muneer H. Al-Hammadi, Muhammad Hussain, Anwar M. Mirza, and George Bebis, “Copy move image forgery detection method using steerable pyramid transform and texture descriptors,” Eurocon2013, pp. 1586- 1592, Zagreb, Croatia, July 2013.
72. Ghulam Muhammad and Moutasem Melhem, “MPEG-7 Audio Features based Voice Pathology Detection,” Eurocon2013, pp. 1617- 1624, Zagreb, Croatia, July 2013.
71. Taghreed Alamri, Muhammad Hussain, Hatim Aboalsamh, Ghulam Muhammad, George Bebis, and Anwar M. Mirza, “Category specific face recognition based on gender,” 2013 International Conference on Information Science and Applications (ICISA 2013), Pattaya, Thailand, June 2013.
70. Faten A. Alomar, Ghulam Muhammad, Hatim Aboalsamh, Muhammad Hussain, Anwar M. Mirza, and George Bebis, “Gender recognition from faces using bandlet and local binary patterns,” 20th International Conference on Systems, Signals and Image Processing (IWSSIP), pp. 59 - 62, Romania, July 2013.
69. Muneer H. Al-Hammadi, Ghulam Muhammad, Muhammad Hussain, and George Bebis, “Curvelet transform and local texture based image forgery detection,” International Symposium on Visual Computing (ISVC'13), Crete, Greece, July 29-31, 2013; G. Bebis et al. (Eds.): ISVC 2013, Part II, LNCS 8034, pp. 503–512, 2013.
68. Anwar M. Mirza, Muhammad Hussain, Huda Almuzaini, Ghulam Muhammad, Hatim Aboalsamh, and George Bebis, “Gender recognition using fusion of local and global facial features,” International Symposium on Visual Computing (ISVC'13), Crete, Greece, July 29-31, 2013; G. Bebis et al. (Eds.): ISVC 2013, Part II, LNCS 8034, pp. 493–502, 2013.
67. Sahar Q. Saleh, Muhammad Hussain, Ghulam Muhammad, and George Bebis, “Evaluation of image forgery detection using multi-scale Weber local descriptors,” International Symposium on Visual Computing (ISVC'13), Crete, Greece, July 29-31, 2013; G. Bebis et al. (Eds.): ISVC 2013, Part II, LNCS 8034, pp. 416–424, 2013.
66. Muhammad Hussain, Sarah Al-Otaibi, Ghulam Muhammad, Anwar M. Mirza, Hatim Aboalsamh and George Bebis, “Gender Recognition using Nonsubsampled Contourlet Transform and WLD Descriptor,” 18th Scandinavian Conference on Image Analysis (SCIA 2013), LNCS 7944, pp.373-383, Espoo, Finland, June 17-20, 2013; J.-K. Kämäräinen and M. Koskela (Eds.): SCIA 2013, LNCS 7944, pp. 373–383, 2013.
65. Maryam Jaberi, George Bebis, Muhammad Hussain, and Ghulam Muhammad, “Improving the Detection and Localization of Duplicated Regions in Copy-Move Image Forgery,” 18th International Conference on Digital Signal Processing (DSP2013), Santorini, Greece, July 2013.
64. Ghulam Muhammad, “Multi-scale local texture descriptor for image forgery detection,” IEEE International Conference on Industrial Technology (ICIT), pp. 1146-1151, Cape Town, South Africa, February 2013.

2012
63. Muhammad Hussain, Ghulam Muhammad, Sahar Q. Saleh, Anwar M. Mirza, and George Bebis, “Copy-Move Image Forgery Detection Using Multi-Resolution Weber Descriptors,” The 8th International Conference on Signal Image Technology & Internet Based Systems (SITIS), pp. 395-401, Sorrento-Naples, Italy, November 2012.
62. Muhammad Hussain, Salabat Khan, Ghulam Muhammad, and George Bebis, “A Comparison of Different Gabor Features for Mass Classification in Mammography,” The 8th International Conference on Signal Image Technology & Internet Based Systems (SITIS), pp. 142-148, Sorrento-Naples, Italy, November 2012.
61. Muhammad Hussain, Ghulam Muhammad, and George Bebis, “Face Recognition Using Multiscale and Spatially Enhanced Weber Law Descriptor,” The 8th International Conference on Signal Image Technology & Internet Based Systems (SITIS), pp. 85-89, Sorrento-Naples, Italy, November 2012.
60. Mohamed Alkanhal and Ghulam Muhammad, “Polynomial Correlation Filters for Human Face Recognition,” The 11th IEEE International Conference on Machine Learning Applications (ICMLA 2012), Florida, December 2012.
59. Mohamed Alkanhal, Ghulam Muhammad, Adel Alotaibi, and Khalid Alqahtani, “A robust face recognition system for partially occluded faces,” 27th International Conference Image and Vision Computing (IVCNZ 2012), New Zealand, November 2012.
58. Mohamed A. Bencherif, Mansour Alsulaiman, Ghulam Muhammad, Zulfiqar Ali, Awais Mahmood, and Mohamed Faisal, “Gender effect in trait recognition,” Proc. World Congress on Engineering and Computer Science (WCECS 2012), Vol. I, San Francisco, USA, October 2012.
57. Ihsan Ullah, Hatim Aboalsamh, Muhammad Hussain, Ghulam Muhammad, Anwar M. Mirza, and George Bebis, “Gender Recognition from facial images with local LBP,” International Conference on Signals and Electronics Systems, Wroclaw, Poland, September 2012.
56. Ghulam Muhammad, Muhammad Hussain, Anwar M. Mirza, and George Bebis, “Dyadic wavelets and DCT based blind copy-move image forgery detection,” IET Image Processing Conference, London, July 2012.
55. Muhammad Hussain, Salabat Khan, Ghulam Muhammad, and George Bebis, “Mass detection in digital mammograms using Gabor filter bank,” IET Image Processing Conference, London, July 2012.
54. Muhammad Hussain, Salabat Khan, Ghulam Muhammad, and George Bebis, “Mass detection in digital mammograms using optimized Gabor filter bank,” International Symposium on Visual Computing (ISVC'12), Springer LNCS 7432, pp. 82-91, Crete, Greece, July 2012.
53. Ihsan Ullah, Muhammad Hussain, Hatim Aboalsamh, Ghulam Muhammad,  Anwar M. Mirza, and George Bebis, “Gender recognition from face images with dyadic wavelet transform and local binary pattern,” International Symposium on Visual Computing (ISVC'12), Springer LNCS 7432, pp. 409-419, Crete, Greece, July 2012.
52. Ghulam Muhammad, Muhammad Hussain, Fatmah Alenezy, Anwar M. Mirza, George Bebis, Hatim Aboalsamh, “Race recognition using local descriptors,” IEEE International Conference on Acoustics, Speech and Signal processing (ICASSP'12), Kyoto, Japan, March 2012.
51. Ghulam Muhammad, Muhammad Hussain, Fatimah Alenezy, George Bebis, Anwar M. Mirza, and Hatim Aboalsamh, “'Race Recognition From Face Images Using Weber Local Descriptor,” 19th International Conference on Systems, Signals and Image Processing (IWSSIP), Vienna, Austria, April 2012.
50. Ihsanullah, Muhammad Hussain, Ghulam Muhammad, George Bebis, and Hatim Aboalsamh, “'Gender Recognition from Face Images with Local WLD Descriptor,” 19th International Conference on Systems, Signals and Image Processing (IWSSIP), Vienna, Austria, April 2012.
49. Mansour Alsulaiman, Zulfiqar Ali, and Ghulam Muhammad, “Voice Intensity based Gender Classification by Using Simpson's Rule with SVM,” 19th International Conference on Systems, Signals and Image Processing (IWSSIP), Vienna, Austria, April 2012.
48. Awais Mahmood, Mansour Alsulaiman, Ghulam Muhammad, "Multidirectional Local Feature for Speaker Recognition," Third International Conference on Intelligent Systems Modelling and Simulation (ISMS), pp.308-311, Malaysia, February 2012.
47. Hesham Altwaijry, Mejahed C. Mekhallalati, Hamid R. Abachi and Ghulam Muhammad, “Quality Improvement Using a Rubrics Based Methodology in ABET,” TechEducation Conference, Springer LNCS, Barcelona, July 2012.
46. Mansour Alsulaiman, Mohamed Bencherif, Ghassan Al Shatter, Saad Al-Kahtani, Ghulam Muhammad, Zulfiqar Butt and Mohamed Al-Gabri, "Automatic identification of Arabic L2 Learners Origin," International Symposium on Automatic Detection of Errors in Pronunciation Training (IS ADEPT), pp. 107-112, Sweden, June 2012.

2011
45. Mansour Alsulaiman, Ghulam Muhammad, et al., "Building a Rich Arabic Speech Database" Fifth Asia modeling Symposium, pp. 100-105, Malaysia, June 2011.
44. Mansour Alsulaiman, Zulfiqar Ali, and Ghulam Muhammad, “Gender Classification with Voice Intensity,” European Modeling Symposium (EMS), 2011.
43. Mansour Alsulaiman, Ghulam Muhammad, Zulfiqar Ali, "Comparison of Voice Features for Arabic Speech Recognition", Proc. International Conference on Digital Information Management'11, pp. 90-95, Melbourne, September 2011.
42. Najah Muhammad, Muhammad Hussain, Ghulam Muhammad, and George Bebis, "A Non-intrusive Method for Copy-Move Forgery Detection", ISVC 2011, Part II, LNCS 6939, Springer-Verlag Berlin Heidelberg, pp. 516–525, 2011.
41. Ghulam Muhammad and Mohammad S. Hossain, “Robust Copy-Move Image Forgery Detection using Undecimated Wavelets and Zernike Moments,” ACM Third International Conference on Internet Multimedia Computing and Service (ICIMCS), doi: 10.1145/2043674.2043702, 2011.
40. Ghulam Muhammad, Mansour Alsulaiman, Awais Mahmood, and Zulfiqar Ali, “Automatic voice disorder classification using vowel formants,” IEEE International Conference on Multimedia and Expo (ICME) – Workshop MUST-EH 2011, Barcelona, July 2011.
39. Ghulam Muhammad, Muhammad Hussain, Khalid Khawaji, and George Bebis, “Blind copy move image forgery detection using dyadic wavelet transform,” The 17th DSP Conference, Greece, July 2011.
38. Mansour Alsulaiman, Ghulam Muhammad, Mohammed A. Alomari, Mohammed A. Alshehri, Zulfiqar Ali, and Awais Mahmood, “An Automatic Diagnostic System for Medically Disordered Voice,” The 2011 International Conference on Image Processing, Computer Vision, & Pattern Recognition (IPCV'11), , USA, July 18-21, 2011.
37. Ghulam Muhammad, Khalid AlMalki, Tamer Mesallam, Mohamed Farahat, and Mansour Alsulaiman, “Automatic Arabic Digit Speech Recognition and Formant Analysis for Voicing Disordered People,” 2011 IEEE Symposium on Computers & Informatics, Malaysia, March 2011.

2010
 36. Md. Shahadat Hossain, Nusrat Jahan Lisa, Gazi Md. Moshfiqul Islam, Foyzul Hassan, Md. Mahedi Hasan, Sharif Mohammad Musfiqur Rahman, Ghulam Muhammad and Mohammad Nurul Huda, “Evaluation of Bangla Word Recognition Performance Using Acoustic Features,” ICCAIE 2010, (IEEE Explore), Kuala Lumpur, Malaysia, December, 2010.
35. Mohammed Rokibul Alam Kotwal, Foyzul Hassan, Gazi Md. Moshfiqul Islam, Md. Rakibuzzaman, Md. Mahedi Hasan, Manoj Banik, Ghulam Muhammad and Mohammad Nurul Huda, “Bangla Phoneme Recognition for Different Acoustic Features,” ICCAIE 2010, (IEEE Explore), Kuala Lumpur, Malaysia, December 2010.
34. Foyzul Hassan, Qamrun Nahar Eity, Mohammed Rokibul Alam Kotwal, Manoj Banik, Gazi Md. Moshfiqul Islam, Md. Mahedi Hasan, Sharif Mohammad Musfiqur Rahman, Ghulam Muhammad and Mohammad Nurul Huda, “Articulatory ∆ and ∆∆ Parameters effect on HMM-based classifier for ASR,” ICCAIE 2010, (IEEE Explore), Kuala Lumpur, Malaysia, December, 2010.
33. Mubarak O. AlQahtani, Ghulam Muhammad, and Mohamed M. Adb-Eldayem, “Environment sound recognition for digital audio forensics using ZC, MFCC and MPEG-7 features,” 2010 International Conference on Psychology, Psychological Sciences and Computer Sciences (PPSCS), (IEEE Explore), pp. 34-37, China, December, 2010.
32. Mohammad Nurul Huda, Ghulam Muhammad, Md. Shahadat Hossain, Foyzul Hassan, Nusrat Jahan Lisa and Tsuneo Nitta, "An Inhibition/Enhancement Network for Noise Robust ASR," The 13th International Conference on Computer and Information Technology 2010 (ICCIT2010), (IEEE xplore), Bangladesh, December, 2010.
31. Mohammed Rokibul Alam Kotwal, Manoj Bonik, Qamrun Nahar Eity, Mohammad Nurul Huda, Ghulam Muhammad, Yousef Ajami Alotaibi, "Bangla Phoneme Recognition for ASR Using Multilayer Neural Network," The 13th International Conference on Computer and Information Technology 2010 (ICCIT2010), (IEEE xplore), Bangladesh, December 2010.
30. Mohammed Rokibul Alam Kotwal, Md. Shahadat Hossain, Foyzul Hasan, Ghulam Muhammad, Moahammad Nurul Huda and Chowdhury Mofizur Rahman, “Bangla Phoneme Recognition Using Hybrid Features,” ICECE 2010, Dhaka, Bangladesh, December 2010.
29. Manoj Banik, Mohammed Rokibul Alam Kotwal, Foyzul Hassan, Gazi Md. Moshfiqul Islam, Sharif Mohammad Musfiqur Rahman, Md. Mahedi Hasan, Ghulam Muhammad and Mohammad Nurul Huda, “Effect of Articulatory ∆ and ∆∆ Parameters on Multilayer Neural Network based Speech Recognition,” APCCAS 2010, (IEEE Explore), Kuala Lumpur, Malaysia, December 2010.
28. Mohammed Rokibul Alam Kotwal, Foyzul Hassan, Gazi Md. Moshfiqul Islam, Manoj Banik, Md. Mahedi Hasan, Sharif Mohammad Musfiqur Rahman, Ghulam Muhammad and Mohammad Nurul Huda, “Bangla Triphone HMM Based Word Recognition,” APCCAS 2010, (IEEE Explore), Kuala Lumpur, Malaysia, December, 2010.
27. Mohammed Rokibul Alam Kotwal, Manoj Banik, Gazi Md. Moshfiqul Islam, Md. Shahadat Hossain, Foyzul Hassan, Mohammad Mahedi Hasan, Ghulam Muhammad and Mohammad Nurul Huda, “DPF-based Japanese Phoneme Recognition using Tandem MLNs,” The 10th International Conference on Hybrid Intelligent System (HIS) 2010, (IEEE xplore) Atlanta, Georgia, USA, August 23-24, 2010.
26. Mohammad Nurul Huda, Mohammad Mahedi Hasan, Ghulam Muhammad, Mohammed Rokibul Alam Kotwal, Foyzul Hassan and Md. Shahadat Hossain, “Inhibition/Enhancement of Articulatory features - Which one is Dominant for Speech Recognition,” International Conference on Integrated Intelligent Computing (ICIIC) 2010 (IEEE xplore), pp. 51-55, Bangalore, India, August, 2010.
25. Mohammad Nurul Huda, Ghulam Muhammad, Mohammad Mahedi Hasan, Sumon Ahmed, Mohammed Rokibul Alam Kotwal and Manoj Banik, “Distinctive Phonetic Features (DPFs)-based isolated word recognition using Multilayer neural networks,” International Conference on Integrated Intelligent Computing (ICIIC) 2010 (IEEE xplore), Bangalore, India, August, 2010.
24. Mansour Alsulaiman, Awais Mahmood, Ghulam Muhammad, Muhammad A. Bencherif, and Yousef A. Alotaibi, “A Technique to Overcome the Problem of Small Size Database for Automatic Speaker Recognition”, Proc. The 5th International Conference on Digital Information Management (ICDIM 2010), (IEEE xplore) Lakehead University, Thunder Bay, Canada, July 05-08, 2010.
23. Mohammad Nurul Huda, Ghulam Muhammad, Mohammad Mahedi Hasan, Mohammed Rokibul Alam Kotwal, Gazi Md. Moshfiqul Islam, Md. Shahadat Hossain and Chowdhury Mofizur Rahman, “Which one is dominant for neural network based speech recognition – Δ or ΔΔ articulatory parameters?,” 2010 International Conference on Intelligent Computing and Cognitive Informatics (ICICCI 2010), (IEEE xplore), Kuala Lumpur, Malaysia, June 2010.
22. Mohammad Nurul Huda, Ghulam Muhammad, Mohammad Mahedi Hasan, Sharif Mohammad Musfiqur Rahman, Foyzul Hassan and Mohammed Rokibul Alam Kotwal, “Effect of articulatory trajectories on phoneme recognition performance,” 2010 International Conference on Intelligent Computing and Cognitive Informatics (ICICCI 2010), (IEEE xplore), Kuala Lumpur, Malaysia, June, 2010.
21. Ghulam Muhammad, Yousef A. Alotaibi, Mansour Alsulaiman, and Mohammad Nurul Huda, “Environment Recognition Using Selected MPEG-7 Audio Features and Mel-Frequency Cepstral Coefficients”, Proc. the 5th International Conference on Digital Telecommunications (ICDT10), (IEEE xplore), pp. 11-16, Greece, June 13-19, 2010.
20. Mubarak O. AlQahtani, Ghulam Muhammad, and Yousef Ajami Alotaibi, “Environment Sound Recognition using Zero Crossing Features and MPEG-7”, Proc. the 3rd International Conference on the Applications of Web Information and Digital Technologies (ICADIWT 2010), Turkey, July 2010.

2009
 19. Mansour Alsulaiman, Ghulam Muhammad, Yousef Alotaibi, Awais Mahmood, and Mohamed A. Bencherif, “Building a Speaker Recognition System with one Sample”, Proc. the 2nd Symposium International Computer Science and Computational Technology (ISCSCT ’09), Huangshan, P. R. China, pp. 330-334, 26-28, December, 2009.
18. Ghulam Muhammad and Khaled Alghathbar, “Environment recognition from audio using MPEG-7 features,” Proc. The 4th International Conference on Embedded and Multimedia Computing (EM-Com09), (IEEE xplore), S. Korea, December 2009.
17. Ghulam Muhammad, Yousef A. Alotaibi, and Mohammad Nurul Huda, "Automatic Speech Recognition for Bangla Digits," The 12th International Conference on Computer and Information Technology 2009 (ICCIT2009), (IEEE xplore), Bangladesh, December 2009.
16. Mohammad Nurul Huda, Manoj Banik, Ghulam Muhammad, and Bernd J. Kroger, "Phoneme Recognition based on Distinctive Phonetic Features (DPFs) incorporating Syllable based Language Model," The 12th International Conference on Computer and Information Technology 2009 (ICCIT2009), (IEEE xplore), Bangladesh, December, 2009.
15. Ghulam Muhammad, Mubarak O. Al-Qahtani, and Khaled Alghathbar, “Environment recognition for digital audio forensics using MPEG-7 features and separate modeling technique,” The 10th International Workshop on Information Security Application (WISA09), Busan, S. Korea, Aug 25-27, 2009.
14. Yousef Ajami Alotaibi, Khondaker Abdullah-Al-Mamun, and Ghulam Muhammad, “Noise Effect of Saudi Accented Arabic Alphadigit in Automatic Speech Recognition,” Proc. The 2009 International Conference on Image Processing, Computer Vision, and Pattern Recognition (IPCV'09), Las Vegas, USA, July 13-16, 2009.

2008 and before
13. Yousef A. Alotaibi, Khondaker Abdullah-Al-Mamun, and Ghulam Muhammad, "Study on unique Pharyngeal and Uvular consonants in foreign accented Arabic," Proc. INTERSPEECH'08, pp. 751-754, Brisbane, Australia, September 2008.
12. Khondaker Abdullah-Al-Mamun and Ghulam Muhammad, "Improved noise reduction with pitch-enabled voice activity detection," Proc. IEEE 4th International Symposium on Image/Video Communications over fixed and mobile networks (ISIVC2008), Bilbao, Spain, July 2008.
11. Ghulam Muhammad, “Noise Robust Pitch Detection Based on Extended AMDF,” Proc. The 8th IEEE International Symposium on Signal Processing and Information Technology (ISSPIT2008), (IEEE xplore), pp. 133-138, Sarajevo, December 2008.
10. Huda Mohammad Nurul, Muhammad Ghulam, Junsei Horikawa, and Tsuneo Nitta, “Distinctive Phonetic Feature (DPF) Based Phone Segmentation using Hybrid Neural Networks,” Proc. INTERSPEECH’07, Antwerp, Belgium, August 2007.
09. Huda Mohammad Nurul, Muhammad Ghulam, Kouichi Katsurada, Yurie Iribe and Tsuneo Nitta, “Distinctive Phonetic feature (DPF) based phone segmentation using 2-stage multilayer neural networks,” RISP International Workshop on Nonlinear Circuits and Signal Processing (NCSP'07), pp. 325-328, Shanghai, China, March 2007.
08. Muhammad Ghulam, Junsei Horikawa and Tsuneo Nitta, “Comparative study on contributions of pitch-synchronization and peak-amplitude towards robustness issue of ASR,” Proc. INTERSPEECH’06, pp. 373-376, Pittsburgh, September 2006.
07. Muhammad Ghulam, Junsei Horikawa and Tsuneo Nitta, "A pitch-synchronous peak-amplitude based feature extraction method for robust ASR," Proc. IEEE International Conference on Acoustics, Speech and Signal processing (ICASSP'06), pp. I-505-508, Toulouse, France, May 2006.
06. Takashi Fukuda, Muhammad Ghulam, and Tsuneo Nitta, "Designing multiple distinctive phonetic feature extractors for canonicalization by using clustering technique," Proc. INTERSPEECH'05, pp. 3141-3144, Lisbon, September 2005.
05. Muhammad Ghulam, Takashi Fukuda, Junsei Horikawa, and Tsuneo Nitta, “Pitch-synchronous ZCPA (PS-ZCPA)-based feature extraction with auditory masking,” Proc. IEEE ICASSP’05, pp. I-517-520, Philadelphia, March 2005.
04. Muhammad Ghulam, Takashi Fukuda, Junsei Horikawa, and Tsuneo Nitta, “A noise-robust feature-extraction method based on pitch-synchronous ZCPA for ASR,” Proc. INTERSPEECH-ICSLP’04, vol.I, pp.133-136, Korea, October 2004.
03. Muhammad Ghulam, Takashi Fukuda, and Tsuneo Nitta, “Voice quality normalization in an utterance for robust ASR,” Proc. Eurospeech’03, vol. III, pp. 2173-2176, Geneva, September 2003.
02. Muhammad Ghulam, Takashi Fukuda, Takaharu Sato, and Tsuneo Nitta, “Improving performance of an HMM-based ASR system by using monophone-level normalized confidence measure,” Proc. ICSLP’02, vol.4, pp.2453-2456, Denver, September 2002.
01. Takaharu Sato, Muhammad Ghulam, Takashi Fukuda, and Tsuneo Nitta, “Confidence scoring for accurate HMM-based word recognition by using SM-based monophone score normalization,” Proc IEEE ICASSP’02, pp. I-217-220, Orlando, March 2002.

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