Sociology

    Faculty Profile

    Mohammad Shahidur Rahman, PhD

    Professor

    Contact Information:

    • Office Address: Room: 321, Dept. of Computer Science & Engineering, Dr. M.A. Wazed Miah IICT Building, SUST
    • Phone: +880-821-713491, 714479 Ext. 2670 , 01914930807
    • Email: rahmanms@sust.edu, rahmanms.bd@gmail.com

    Biography:

    M. Shahidur Rahman received his B.Sc. and M.Sc. degree in Electronics and Computer Science from Shahjalal University of Science and Technology, Sylhet, Bangladesh, in 1995 and 1997, respectively. In 1997, he joined Shahjalal University as a lecturer where he is currently serving as a professor. He received his Ph.D. degree in mathematical information systems in 2006 from Saitama University, Saitama, Japan. He was a JSPS postdoctoral research fellow from 2009 to 2011 in the same university at Saitama.

    Education:

    • Ph.D. (2006) in Information and Computer Sciences, Saitama University, Saitama, Japan
    • M.Sc. (1996) in Electronics and Computer Science, Shahjalal University of Science and Tech., Sylhet, Bangladesh
    • B.Sc. (1995) in Electronics and Computer Science, Shahjalal University of Science and Tech., Sylhet, Bangladesh

    Research Interests:

    • Natural Language Processing, Speech analysis, Speech synthesis, Speech recognition, Enhancement of bone conducted speech, Digital signal processing.

    Active Research Project

    1. Title: Translating Bangla Text to Bangla Sign Language for Communication with Hearing Impaired People. Supported by: Research Center, Shahjalal University of Science and Technology, Sylhet.
    2. Title: Speech Recognition with Speaker Diarization in Bangla. Supported by: University Grants Commission of Bangladesh, Dhaka 1207, Bangladesh

    Previous Research Project

    1. Title: Development of Multi-Platform Speech and Language Processing Software for Bangla (Higher Education Quality Enhancement Project (HEQEP)), CP No: 3888); Implementation Period: 2015-2018; Financed by: University Grants Commission of Bangladesh Window 4 Innovation Fund
    2. Title: Developing an Emotional Speech Corpus in Bangla and a Web Application; Implementation Period: 2019-2020; Supported by: SUST Research Centre, SUST, Sylhet.
    3. Title: Securing Digital Services of SUST; Implementation Period: 2018-2019; Supported by: Research Centre, Shahjalal University of Science and Technology, Sylhet.

    External Affiliations:

    • Senior member, Institute of Electrical and Electronics Engineers (IEEE)
    • Senior member, IEEE Signal Processing Society
    • Member, Editorial Board, SUST Journal of Science and Technology

    Awards & Recognition:

    • 1st Prize in the 'AI for Bangla 2.0' on Bangla Neural Text to Speech, Organized by Bangladesh Computer Council
    • Dean's Award for Research Excellence at Shahjalal University of Science and Technology, 2022
    • Dean's Award for Research Excellence at Shahjalal University of Science and Technology, 2019
    • Post doctoral Fellowship, Japan Society for the Promotion of Science (JSPS), 2009-2011
    • MEXT Scholarship (Ministry of Education, Government of Japan), 2003-2006
    • Merit Scholarship, Shahjalal University of Science and Technology, 1993-1995
    • Dhaka Education Board Scholarship, Bangladesh, 1991-92

    Journal Publications

    1. Islam, M. R., Ahmad, A., & Rahman, M. S. (2024). Bangla Text Normalization for Text-to-speech Synthesizer Using Machine Learning Algorithms. Journal of King Saud University-Computer and Information Sciences, 101807.
    2. Sultana, S., & Rahman, M. S. (2023). Acoustic feature analysis and optimization for Bangla speech emotion recognition. Acoustical Science and Technology, 44(3), 157-166.
    3. Chowdhury, H. A. and Rahman, M. S. (2023). Formant estimation of high-pitched noisy speech using homomorphic deconvolution of higher-order group delay spectrum, Acoustical Science and Technology, 44 (2), 84-92.
    4. Chowdhury, H. A., & Rahman, M. S. (2022). Effect of pole/zero manipulation in estimating the group delay spectrum. Acoustical Science and Technology, 43(4), 232-235.
    5. Kibria, S., Samin, A. M., Kobir, M. H., Rahman, M. S., Selim, M. R., & Iqbal, M. Z. (2022). Bangladeshi Bangla Speech Corpus for Automatic Speech Recognition Research. Speech Communication 136, 84–97.
    6. Sultana, S., Iqbal, M. Z., Selim, M. R., Rashid, M. M., & Rahman, M. S. (2022). Bangla Speech Emotion Recognition and Cross-Lingual Study Using Deep CNN and BLSTM Networks. IEEE Access, 10, 564-578.
    7. Sultana, S., Rahman, M. S., & Iqbal, M. Z. (2021). Recent advancement in speech recognition for bangla: A survey. International Journal of Advanced Computer Science and Applications, 12(3), 546-552.
    8. Ahmad, A., Selim, M.R., Iqbal, M.Z., & Rahman, M.S. (2021), SUST TTS Corpus: A phonetically-balanced corpus for Bangla text-to-speech synthesis, Acoustical Science and Technology, 42(6), 326-332.
    9. Ishraq, M. R., Khadka, N., Samir, A. M., & Rahman, M. S. (2021). Towards Developing Uniform Lexicon Based Sorting Algorithm for Three Prominent Indo-Aryan Languages. Transactions on Asian and Low-Resource Language Information Processing, 21(3), 1-20.
    10. Samin, A. M., Kobir, M. H., Kibria, S., & Rahman, M. S. (2021). Deep learning based large vocabulary continuous speech recognition of an under-resourced language Bangladeshi Bangla. Acoustical Science and Technology, 42(5), 252-260.
    11. Sultana, S., Rahman, M. S., Selim, M. R., & Iqbal, M. Z. (2021). SUST Bangla Emotional Speech Corpus (SUBESCO): An audio-only emotional speech corpus for Bangla. Plos one, 16(4).
    12. Chowdhury Husne A. and Rahman M. S. “Formant estimation from speech signal using the magnitude spectrum modified with group delay spectrum,” Acoustical Science and Technology, Vol. 42, No. 2, pp. 93-102, 2021.
    13. Kibria, S., Rahman, M. S., Selim, M. R., & Iqbal, M. Z., “Acoustic Analysis of the Speakers’ Variability for Regional Accent-Affected Pronunciation in Bangladeshi Bangla: A Study on Sylheti Accent,” IEEE Access, 8, 35200-35221, 2020.
    14. Akter M., Rahman M. S, Iqbal M. Z. and Selim M. R. “SuVashantor: English to Bangla Machine Translation Systems,” Journal of Computer Science, 1128-1138, 2020
    15. Chowdhury Husne A. and Rahman M. S. “Speech Signal Analysis in Phase Domain,” Journal of Computer Science, 1115-1127, 2020.
    16. Rahman M. S. and Shimamura T., “Multisensory Speech Enhancement Using Lower Frequency Components From Bone Conducted speech,” IEEJ Transactions on Electrical and Electronic Engineering,Vol. 14 No. 11, 2019.
    17. Rahman M. S. and Shimamura T., “ Amplitude Variation of Bone Conducted Speech Compared to Air Conducted Speech ,” Acoustical Science and Technology, Vol. 40, No. 5, 2019.
    18. Ahmad A., Selim M.R., Iqbal M.Z. and Rahman M.S.,‘‘An Encoder- Decoder Based Grapheme-to-Phoneme Converter for Bangla Speech Synthesis,’’ Acoustical Science and Technology, Vol. 40, No. 6, pp. 374-381, 2019.
    19. Habib A, Islam M. J. and Rahman M. S., ‘‘A dictionary-based text compression technique using quaternary code,’’ Iran Journal of Computer Science, 1-10, 2019.
    20. Habib A , Islam M. J. and Rahman M. S. , “ Huffman Based Code Generation Algorithms: Data Compression Perspectives ,” Journal of Computer Science, 2018.
    21. Habib A. and Rahman M. S, Balancing decoding speed and memory usage for Huffman codes using quaternary tree, Applied Informatics, (2017) 4:5, (DOI 10.1186/s40535-016-0032-z.)
    22. Sadat, A. M. and Rahman, M. S., “A Comparative Study between Brightness Preserving Bi-histogram and Tri-histogram Equalization for Image Contrast Enhancement,” International Journal of Computer Applications, 140(2), 2016.
    23. Rahman M. S. and Shimamura T., Pitch Determination from Bone Conducted Speech, IEICE Tran. Information and Systems, Vol. E99-D, No.1, pp. 283-287, Jan. 2016.
    24. Hasan, M. A. R., Yasmin, R., Das, D., Hoque, M. M., Pramanik, M. I., and Rahman, M. S., Fundamental Frequency Extraction of Noisy Speech Signals. Rajshahi University Journal of Science and Engineering, Vol. 43, pp. 51-61, 2015.
    25. Hasan M. R., Rahman M. S. and Shimamura T., “Windowless Autocorrelation Based Cepstrum Method for Pitch Extraction of Noisy Speech,” , Journal of Signal Processing, Vol. 16, No. 3, pp. 231-239, 2012.
    26. Habib A., Hoque M. L., Rahman M. S, “High Performance Query Operations on Compressed Database, ” International Journal of Database Theory and Application, Vol. 5, No. 3, pp. 1-13, September, 2012.
    27. Haque M. M., Islam M. S, Hasan M. M. and Rahman M. S., “Improved Optical Recognition of Bangla Characters, ” SUST Studies, Vol. 12, No. 1, pp.69-78, 2010.
    28. Rashid M. M., Hussain M. A., Rahman M. S., “Text Normalization and Diphone Preparation for Bangla Speech Synthesis”, Journal of Multimedia, Vol. 5(6), pp. 551-559, 2010.
    29. Bashar M. A., Chowdhury M. A., Islam R., Rahman M. S., Das S. K., “A Review and Prospects of Quantum Teleportation,” MASAUM Journal of Basic and Applied Sciences, Vol. 1, No. 2, Sep 2009.
    30. Rahman M. S, Karmakar C. K., Shams S.M., and Iqbal M. Z., “A Bangla Spell Checking System,” SUST studies, Vol. 10, No.1, pp. 1-6, 2008.
    31. Rahman M. S., Hasan M. K., and Iqbal M. Z., “Learning object: an Effective e-learning Tool for Computer Program”, INTI Journal (special issue) on Teaching and Learning, pp.36-42, 2007
    32. Rahman M. S. and Shimamura T., “Identification of ARMA Speech Models Using an Effective Representation of Voice Source,” IEICE Tran. Information & Systems, Vol.E90-D, No.5, pp.863-867, May 2007
    33. Rahman M. S. and Shimamura T., “Linear Prediction Using Refined Autocorrelation Function,” EURASIP Journal on Audio, Speech, and Music Processing, Volume 2007, Article ID 45962, 2007
    34. Rahman M. S. and Iqbal M. Z., “Bangla Sorting Algorithm: A Linguistic Approach,” SUST studies, Vol. 8, No. 2, pp.23-28, Dec 2007
    35. Rahman M. S. and Shimamura T., “Speech Analysis Based on Modeling the Effective Voice Source,” IEICE Tran. Information & Systems, Vol.E89-D, No.3, pp.1107-1115, Mar 2006
    36. Rahman M. S. and Shimamura T., “Formant Frequency Estimation of High-Pitched Speech by Homomorphic Prediction,” Acoustical Science and Technology, Vol.26, No.6, pp.502-510, Jun 2005
    37. Karmakar C. K., Shams S.M., and Rahman M. S., “Line Drawing Algorithm: A New Approach,” SUST studies, Vol. 4, No.1, pp.65-69, 2002

    Conference Proceedings

    1. Baig, M. N., Owishi, N. A., & Rahman, M. S. (2023, December). A SAR-Based Approach to Recognize Text in Syloti Nagri. In 2023 6th International Conference on Electrical Information and Communication Technology (EICT) (pp. 1-6). IEEE.
    2. Siddik, A. D. & Rahman, M. S. (2023, Feb). Drowsiness and Lethargy Detection Using Machine Learning Techniques, In 2023 International Conference on Electrical, Computer and Communication Engineering (ECCE). IEEE.
    3. Bhattacharjee, P., Raju, R. S., Ahmad, A., & Rahman, M. S. (2021, August). End-to-end Bangla speech synthesis. In 2021 International Conference on Science & Contemporary Technologies (ICSCT) (pp. 1-6). IEEE.
    4. Alom, I., Eshita, R. M., Harun, A. I., Ferdous, M. S., Shuhan, M. K. B., Chowdhury, M. J. M., & Rahman, M. S. (2021, May). Dynamic Management of Identity Federations using Blockchain. In 2021 IEEE International Conference on Blockchain and Cryptocurrency (ICBC) (pp. 1-9). IEEE.
    5. M. M. Hasan, M. A. Islam, S. Kibria and M. S. Rahman, "Towards Lexicon-free Bangla Automatic Speech Recognition System," 2019 International Conference on Bangla Speech and Language Processing (ICBSLP), Sylhet, Bangladesh, 2019, pp. 1-6, doi: 10.1109/ICBSLP47725.2019.201544.
    6. R. S. Raju, P. Bhattacharjee, A. Ahmad and M. S. Rahman, "A Bangla Text-to-Speech System using Deep Neural Networks," 2019 International Conference on Bangla Speech and Language Processing (ICBSLP), Sylhet, Bangladesh, 2019, pp. 1-5, doi: 10.1109/ICBSLP47725.2019.202055.
    7. K. Swarna and M. S. Rahman, "A model of diphone duration for speech synthesis in Bangla," 2019 International Conference on Bangla Speech and Language Processing (ICBSLP), Sylhet, Bangladesh, 2019, pp. 1-4, doi: 10.1109/ICBSLP47725.2019.201469.
    8. M. Hasan, M. M. Hossain, A. Ahmed and M. S. Rahman, "Topic Modelling: A Comparison of The Performance of Latent Dirichlet Allocation and LDA2vec Model on Bangla Newspaper," 2019 International Conference on Bangla Speech and Language Processing (ICBSLP), Sylhet, Bangladesh, 2019, pp. 1-5, doi: 10.1109/ICBSLP47725.2019.202047.
    9. Adnan, M. M. R., & Rahman, M. S., Effects of Wave Function Penetration on Gate Capacitance and Threshold Voltage of p-Channel Double Gate Junction Less Field Effect Transistor. In 2019 1st International Conference on Advances in Science, Engineering and Robotics Technology (ICASERT) (pp. 1-5). IEEE, 2019.
    10. Nitesh K. , Ragib I . , Asif M . S . and Rahman M.S. , ``Multilingual Text Categorization of Indo - Aryan Languages, International Conference on Electrical, Computer and Commun ication Engineering (ECCE), February 2019 .
    11. Alif A . A , Towhidul I . , Rahman MS , and Shaf kat K . , `` Continuous Bengali Speech Recognition Based On Deep Neural Network ,” International Conference on Electrical, Computer and Commun ication Engineering (ECCE), February 2019.
    12. T. Zahan, M. Zafar Iqbal, M. Reza Selim and M. Shahidur Rahman , "Connected Component Analysis Based Two Zone Approach for Bangla Character Segmentation," International Conference on Bangla Speech and Language Processing (ICBSLP) , Sylhet, Bangladesh, 2018, pp. 1 - 4. doi: 10.1109/ICBSLP.2018.8554684.
    13. S. Kibria, M. Shahi dur Rahman, M. Reza Selim and M. Zafar Iqbal, "Acoustic Analysis of Accent - Specific Pronunciation Effect on Bangladeshi Bangla: A Study on Sylheti Accent," International Conference on Bangla Speech and Language Processing (ICBSLP) , Sylhet, Bangladesh, 2018 , pp. 1 - 4. doi: 10.1109/ICBSLP.2018.8554609.
    14. A. Ahmad, M. Raihan Hussain, M. Reza Selim, M. Zafar Iqbal and M. Shahidur Rahman, "A Sequence - to - Sequence Pronunciation Model for Bangla Speech Synthesis," International Conference on Bangla Speech and Language Processing (ICBSLP) , Sylhet, Bangladesh, 2018, pp. 1 - 4. doi: 10.1109/ICBSLP.2018.8554507.
    15. M. Akter, M. Shahidur Rahman, M. Zafar Iqbal and M. Reza Selim, "A Review of Statistical and Neural Network Based Hybrid Machine Tran slators," International Conference on Bangla Speech and Language Processing (ICBSLP), S ylhet, Bangladesh, 2018, pp. 1 - 6. doi: 10.1109/ICBSLP.2018.8554792.
    16. J. Rahman Saurav, S. Amin, S. Kibria and M. Shahidur Rahman, "Bangla Speech Recognition for Voice Search," I nternational Conference on Bangla Speech and Language Processing (ICBSLP), Sylhet, Bangladesh, 2018, pp. 1 - 4, doi: 10.1109/ICBSLP.2018.8554944.
    17. Md. Mohsinur Rahman Adnan and M . S hahidur Rahman, " Impact of Wave Function Penetration into Gate Oxide on Gate Capacitance and Threshold Voltage of n - Channel Double Gate Junction Less Transistor ," International Conference on Advancement in Electrical and E lectronic Engineering 22 - 24 November, 2018, Gazipur, Bangladesh , 2018, pp - 123.
    18. Saadat, A. M. and Rahman, M. S., Towards Optimal Convolutional Neural Network Parameters for Bengali Handwritten Numerals Recognition, In Proc. of 19th Intl. Conf. on Computer and Information Technology, Dhaka, pp. 431-436, Dec 2016
    19. Saadat, A. M. and Rahman, M. S., Towards Optimal Shallow ANN for Recognizing Isolated Handwritten Bengali Numerals, In Proc. of 9th Intl. Conf. on Electrical and Computer Engineering, pp. 194-197, Dhaka, Dec 2016
    20. Ismail, S., and Rahman, M. S. (2014, April). Bangla word clustering based on N-gram language model, In Proc. of Intl. Conf. on Electrical Engineering and Information & Communication Technology (ICEEICT), pp. 1-5, 2014
    21. Hossain, M., Habib, A., and Rahman, M. S., Transliteration Based Bengali Text Compression using Huffman principle, In Proc. of Intl. Conf. on Informatics, Electronics and Vision (ICIEV), pp. 1-6, May 2014
    22. Rahman, M. Shahidur, and Tetsuya Shimamura. A study on amplitude variation of bone conducted speech compared to air conducted speech. In Proc. of Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA), 2013, pp. 1-5. IEEE, October 2013
    23. Ismail, S., Rahman, M.S. and Al-Mumin, M.A., Developing an Automated Bangla Parts Of Speech Tagged Dictionary, In Proc. of Intl. Conf. on Computers and Information Technology (ICCIT , 2013), Dhaka, Mar 2014
    24. Rahman M. S., Saha A. and Shimamura T., Low-Frequency Band Noise Suppression Using Bone Conducted Speech, In Proc. of IEEE Pacific Rim Conference on Communications, Computers and Signal Processing (PacRim), pp. 520-525, Victoria, Canada, August 23-26, 2011
    25. Osa K., Rahman M. S. and Shimamura T., “Speech Enhancement Using Comb Filter Designed From Bone Conducted Speech,” Proc. of Intl. Tech. Conf. on Circuits/Systems, Computers and Communications, pp. 271-274, Gyeongju, Korea, June 19-22, 2011
    26. Rahman M. S. and Shimamura T., “Intelligibility Enhancement of Bone Conducted Speech by an Analysis-Synthesis Method,” Proc. of IEEE International Midwest Symposium on Circuits and Systems, pp. .., Seoul, Korea, August 7-10, 2011
    27. Rahman M. S. and Shimamura T., “Pitch Characteristics of Bone Conducted Speech,” Proc. of European Signal Processing Conference (EUSIPCO), pp. 795-798, Aalborg, August 23-27, 2010
    28. Rahman M. S. and Shimamura T., “Pitch Determination Using Autocorrelation Function in Spectral Domain,” Proc. of Interspeech, pp. 653-656, Makuhari, Japan, 26-30 September, 2010
    29. Hasan M. R., Rahman M. S. and Shimamura T., “Pitch Determination Using Windowless Autocorrelation Based Cepstrum Method, pp., APSIPA Annual Summit and Conference, Singapore, December 14 - 17, 2010
    30. M.A. Bashar, M.A. Chowdhury, R. Islam, M.S. Rahman, S.K. Das, Concepts for Data-Security of Future Communication, Intl. Conf. on Computer and Automation Engineering, pp.225-229, Bangkok, 2009
    31. M.A. Bashar, M.A. Chowdhury, R. Islam, M.S. Rahman, S.K. Das, A Review and Prospects of Quantum Teleportation, Intl. Conf. on Computer and Automation Engineering, pp.213-217, Bangkok, 2009
    32. Rashid M.M., Hussain M.A., Rahman M.S., “Diphone preparation for Bangla text to speech synthesis,” Proc. of Intl. Conf. on Computers and Information Technology, pp.226 – 230, Dhaka, Dec 2009
    33. M.A. Bashar, M.A. Chowdhury, R. Islam, M.S. Rahman, S.K. Das, Proposal for an Efficient Quantum Key Distribution System Using Entanglement, Proc. Intl. Conf. on Computer and Information Technology, pp. 481-485, Khulna, Dec 25-27, 2008
    34. Hasan M. K., Karmakar C. K., and Rahman M. S., “E-Learning Approach for Distance Learning Program: BOU Perspective”, Proc. of IT Towards Empowerment, Bangkok, Nov 26-28, 2007
    35. Hasan M. K., Rahman M. S., and Iqbal M. Z., “Collaborative Content Development: Issues and Paradigm”, Proc. of IT Towards Empowerment (ITE), Bangkok, Nov 26-28, 2007
    36. Hasan M. K., Rahman M. S., and Iqbal M. Z., “Issues for Collaborative Development of Learning Objects to Support E-Learning”, Proc. of UiTM Intl. Conf. on E-Learning (UICEL), Putrajaya, Dec 12-14, 2007.
    37. Rahman M. S., Hasan M. K., and Iqbal M. Z., “Learning Object: An Effective e-Learning Tool,” Proc. of Int. Conf. on Teaching and Learning (ICTL), Putrajaya, Nov 15-16, 2007
    38. Rahman M. S. and Shimamura T., “Autoregressive Moving Average (ARMA) Analysis of Speech by Modeling the Effective Voice Source,” Intl. Conf. on Signals and Electronic Systems (ICSES), Lodz, Sep. 17-21, 2006
    39. Rahman M. S. and Shimamura T., “Pitch Determination using Aligned AMDF,” Intl. Conf. on Spoken Language Processing (ICSLP), pp. 1714-1717, Pittsburgh, Sep. 17-20, 2006
    40. Rahman M. S. and Shimamura T., “Voice Source Modeling for Accurate Speech Analysis,” Proc. of Asilomar Conf. on Signals, Systems and Computers, pp.2305-2309, California, Oct. 30-Nov. 2, 2005
    41. Rahman M. S. and Shimamura T.,“Linear Prediction Using Homomorphic Deconvolution in the Autocorrelation Domain,” Proc. of IEEE Intl. Symposium on Circuits and Systems (ISCAS), pp. 2855-2858, Kobe, May 2005
    42. Karmakar C. K., Shams S. M., Wahid C.M and Rahman M. S., “Bitwise Sort: A New Way of Sorting,” Proc. Intl. Conf. on Computer and Information Technology, pp. 1-5, Dhaka, Dec. 27-28, 2002
    43. Seddiki M. H., Azim M. A., Rahman M. S. and Iqbal M. Z., “An Algorithmic Approach for Voice Synthesis in Bangla,” Proc. Intl. Conf. on Computer and Information Technology, vol. 5, pp. 233-236, Dec. 27-28, 2002
    44. Karim M.R., Rahman M. S. and Iqbal M. Z., “Recognition of Spoken Letters in Bangla,” Proc. Intl. Conf. on Computer and Information Technology, pp.213-217, Dhaka, Dec 27-28, 2002
    45. Shams S. M., Karmakar C. K. and Rahman M. S., A Line Drawing Algorithm, Proc. Intl. Conf. on Computer and Information Technology, pp. 358-361, Dhaka, Dec 2001
    46. Rahman M. S. and Iqbal M. Z., “A Simplified Approach for Building a Real Time Speech Synthesizer in Bangla,” Proc. Intl. Conf. on Electrical and Computer Engineering, pp. 147 – 151, Dhaka, Jan 2001
    47. Rahman M. S., Karmakar C. K., Shams, S.M. and Iqbal, M. Z., “A Bangla Spell Checking System”, Proc. Intl. Conf. on Computer and Information Technology, pp.169-174, Sylhet, Dec. 3-5, 1999
    48. Rahman M. S. and Iqbal M. Z., “Bangla Sorting Algorithm: A Linguistic Approach”, Proc. Intl. Conf. on Computer and Information Technology, pp.204-208, Dhaka, Dec. 18-20, 1998

    Teaching

    • Machine Learning (4th Year 1st Semester, Session: 2018-19)
    • Deep Learning (Masters 1st Year 2nd Semester, Session: 2021-2022)
    • Information and Cyber Security (Masters in IT 2nd Year 1st Semester, Session: 2021-22)

    Graduate Supervision

    1. Synthesizing Natural Sounding Speech in Bangla (PhD)
    2. High Pitched Speech Analysis in Noisy Environment (PhD)
    3. Robust Large Vocabulary Continuous Speech Recognition in Bangla (PhD)
    4. Emotion Recognition from Speech Signal in Bangla (PhD)