National Institute Of Technology,Kurukshetra

DEPARTMENT OF COMPUTER_ENGG

Faculty

Name : Rajesh Kumar Aggarwal
Designation : Professor
Qualification : PhD(NIT Kurukshetra), 2014
Current Address :

CB-4, Campus, N.I.T., Kurukshetra


Phone 1 (office) : 01744-233483, 233259, 233479
Phone 2 (office) : 9416570828
Email : rka15969@gmail.com

Area Of Intrest :

Speech Processing, Machine Learning, Soft Computing, Quality Life Management, Science & Spirituality

Experience :

  • Teaching 28 Years 
  • R & D Organization / Industry NIL

Other :

 Research Publications

  1. Journals: 
    1. International: 18
    2. National: 5
  2. Conference / Seminar / Symposia etc.:

    1. International: 14
    2. National: 4
  3. Books / Monographs / Manuals (including year & publisher):Annexure

Professional Membership: CSI & ISTE

• Main Courses Taught:

P.G. : Speech and Language Processing, Soft Computing, Natural Language Processing, Pattern Recognition and Machine Learning

U.G.: Statistical Models for Computer Science,  Discrete Mathematics, Theory of Computation

Reviewer for following International Journal:

International Journal of Speech Technology, Springer

Administrative Contribution:

1. Professor in-charge: Hindi Language and Moral Education during 2014-2017.

2. Hostel Warden during 2009-2010.

3. Organized 2 Days Workshop on Science, Religion and World Peace at NIT, Kurukshetra during Sept. 18-19, 2010.

4. Organized 4 Days Workshop on Science and Spirituality at NIT, Kurukshetra during Jan 24-27, 2011.

Publications:

International Journal

  1. V. Kadyan, A., Mantri, and R.K. Aggarwal, “Refinement of HMM model parameters for Punjabi Automatic Speech Recognition (PASR) System.” IETE Journal of Research, 1-16. (2017).
  2. V. Kadyan, A., Mantri, and R.K. Aggarwal, “A heterogeneous speech feature vectors generation approach with hybrid hmm classifiers.” International Journal of Speech Technology,1-9, (2017).
  3. S. Singhal, R. Aggarwal, P. Sharma, V. Passricha, “A Global Survey on Data Deduplication” International Journal of Grid and High Performance Computing, 1-23, (2017)
  4. Rajan Mehla, Mamta and R.K.Aggarwal, “Automatic Speech Recognition: A Survey” International Journal of Advanced Research in computer Science and Electronics Engineering (IJARCSEE), vol. 3, no. 1, pp. 45-53, 2014
  5. Aggarwal, Rajesh Kumar, and Mayank Dave. "Performance evaluation of sequentially combined heterogeneous feature streams for Hindi speech recognition system." Telecommunication Systems (2013): 1-10.
  6. Aggarwal, Rajesh Kumar, and Mayank Dave. "Filterbank optimization for robust ASR using GA and PSO." International Journal of Speech Technology15.2 (2012): 191-201.
  7. Aggarwal, R. K., and Mayank Dave. "Acoustic model combinations for continuous speech recognition system." International Journal of Computational Systems Engineering 1.2 (2012): 79-90.
  8. Kumar, M., Aggarwal, R.K., Leekha G., Soni, Y., “Ensemble feature extraction modules for Improved Hindi Speech Recognition System”, International Journal of Computer Science Issues, Vol. 9, Issue 3, No. 1, 2012.
  9. Aggarwal, R.k., Dave, M., “Markov Modeling in Hindi Speech Recognition System: A Review”, CSI Journal of Computing, 1(1), 2012, pp. 34-43.
  10. Dua, M., Aggarwal, R.K., Kadyan, V. and Dua, S., 2012. Punjabi automatic speech recognition using HTK. IJCSI International Journal of Computer Science Issues, 9(4), pp.1694-0814.
  11. Aggarwal, Rajesh Kumar, and Mayank Dave. "Integration of multiple acoustic and language models for improved Hindi speech recognition system." International Journal of Speech Technology 15.2 (2012): 165-180.
  12. Kumar, Kuldeep, R. K. Aggarwal, and Ankita Jain. "A Hindi speech recognition system for connected words using HTK." International Journal of Computational Systems Engineering 1.1 (2012): 25-32.
  13. Aggarwal, Rajesh Kumar, and Mayank Dave. "Discriminative techniques for Hindi speech recognition system." Information Systems for Indian Languages. Springer Berlin Heidelberg, 2011. 261-266.
  14. Kumar, Kuldeep, R. K. Aggarwal, and Ankita Jain. "An analysis of Speech Recognition Performance based upon network layers and Transfer Functions." International Journal of Computer Science, Engineering and Applications (IJCSEA) Vol 1 (2011): 11-20..
  15. Aggarwal, R. K., and M. Dave. "Using Gaussian mixtures for Hindi speech recognition system." International Journal of Signal Processing, Image Processing and Pattern Recognition 4.4 (2011): 157-170.
  16. Aggarwal, Rajesh Kumar, and Mayank Dave. "Acoustic modeling problem for automatic speech recognition system: conventional methods (Part I)." International Journal of Speech Technology 14.4 (2011): 297.
  17. Aggarwal, Rajesh Kumar, and Mayank Dave. "Acoustic modeling problem for automatic speech recognition system: advances and refinements (Part II)." International Journal of Speech Technology 14.4 (2011): 309-320.
  18. Aggarwal, Rajesh Kumar, and Mayank Dave. "Tied Mixture Modeling in Hindi Speech Recognition System." Information and Communication Technologies. Springer Berlin Heidelberg, 2010.

 

International Conferences

  1. R.K. Aggarwal and M. Kumar, “Object Detection in Adverse Situations” 3rd International Conference on Electical, Electronics, Engineering Trends, Communication, Optimization and Sciences (EEECOS) pp: 863-868, July-2017.
  2. Chandan Preet and R. K. Aggarwal, “ A Review on Digital Image Watermarking Techniques” International Conference on Recent Development in Engineering, Science, Humanities and Management (ESHM-17)
  3. Chandan Preet and R.K. Aggarwal, “Multiple Image Watermarking using LWT, DCT and Arnold Transformation” International Conference on Trends in Electronics and Informatics (ICEI-2017)
  4. Neha and R.K. Aggarwal, “Study of Single Image Fog Removal Techniques in Low Visibility Foggy Images” International Conference on Computing Communication and Authentication. April-2017.
  5. Neha and R.K. Aggarwal, “Effects of Various Model Parameters a Fog Removal using Dark Channel Prior” International Conference on Recent Trends in Electrical, Information and Communication Technologies. June 2017
  6. Sudhakar and R.K. Aggarwal, “A Security Approach and Prevention Technique against ARP Poisoning” 2nd International Conference on Information and Technology for Intelligent System. March 2017
  7. Maurya and R. K. Aggarwal, "Speaker recognition for noisy speech in telephonic channel," 2016 2nd International Conference on Applied and Theoretical Computing and Communication Technology (iCATccT), Bangalore, India, 2016, pp. 451-456.
  8. Mamta, R.K.Aggarwal and Rajan Mehla, “Filterbank Optimization for Robust ASR using Simulated Annealing” Eighth International Conference on Image and Signal Processing (ICISP-2014), Bangalore, 25-27 July 2014, Elsevier Publications.
  9. Mamta, and R.K.Aggarwal, “Noise Robustness Investigation of Feature Extraction Techniques” Eighth International Conference on Image and Signal Processing (ICISP-2014), Bangalore, 25-27 July 2014, Elsevier Publications.
  10. R.K. Aggarwal and M. Dave, An Empirical Approach for Optimization of Acoustic Models in Hindi Speech Recognition Systems, 8th International Conference on Natural Language Processing, 8-11 December, IIT Kharagpur (ICON-2010).
  11. R.K. Aggarwal and M. Dave, Fitness Evaluation of Gaussian Mixtures in Hindi Speech Recognition System, ICIIC 2010 First International Conference on Integrated Intelligent Computing, 5th-7th August 2010, SJB Institute of Technology, Bangalore, Published by IEEE Computer Society.
  12. R.K. Aggarwal and M. Dave, Gaussian Evaluation of Acoustic Signals in Hindi Speech Recognition System, International Conference on Aerospace Electronics, Communication and Instrumentation, ASECI-2010, 6th-7th Jan 2010,V.R.S. Engineering College Vijaywara.
  13. R.K. Aggarwal and M. Dave, Speech Recognition Technology for Remote control to Protect Environment from Electromagnetic radiation, International Conference on Changing Environmental Trends and Sustainable Development, February 9-11, 2009, Guru Jambheshwar University of Science and Technology, Hisar.
  14. R.K. Aggarwal and M. Dave, Implementing a Speech Recognition System Interface for Indian Languages, Proceedings of the IJCNLP-08 Workshop on NLP for Less Privileged languages, 11 Jan 2008, IIIT Hyderabad. http://www.aclweb.org/anthology-new/I/I08/I08_3017.pdf

National Conferences

1. Ankita Jain, R.K. Aggarwal and Anil, Automatic Speech Recognition Using LPCC, All India Conference on Recent Emergences and Scope of Electronics Architecture 2010, 19th-20th Feb 2010 ,Haryana Engineering College, Jagadhari.

2. Ankita Jain, R.K. Aggarwal, Anil and Kuldeep Kumar, Speech Recognition Using MFCC, All India Conference on Recent Emergences and Scope of Electronics Architecture 2010, 19th-20th Feb 2010 ,Haryana Engineering College, Jagadhari.

3. Kuldeep Kumar, R.K. Aggarwal and V.K. Ranga, Approaches To Web And Semantic Web Services, All India Conference on Recent Emergences and Scope of Electronics Architecture 2010, 19th-20th Feb 2010 ,Haryana Engineering College, Jagadhari.

4. Gaurav Kumar Leekha, R.K. Aggarwal, Implementation Issues for Speech Recognition Techniques in the Context of Indian Languages: A Review, In National Conference on Wireless communication & VLSI design-2010 Technically Supported By IEEE, 27-28 March 2010, Gwalior Engineering College, Gwalior.

5. Shantanu Sharma and R.K. Aggarwal, Operation on Databased Routing Protocols for Wireless Sensor Networks, National Conference on information Science & Security (NISS), 5th March 2010, Jeppiaar Engineering College.

PhD Thesis

Completed: NIL

In Progress:

Mohit Dua (Reg: 6140054) Research Topic: Noise Robust Automatic Speech Recognition

Jagan Nath (Reg: 6140055) Research Topic: Mobile Adhoc Networks Optimization

Vishal (Reg: 6140057): Acoustic Modeling in Hindi Speech Recognition

Ankit Kumar (Reg: 6170007): Speech Recognition (Exact topics are yet not finalized.)

Mamta (Reg: 6170022): Software Engineering (Exact topics are yet not finalized.)

M. Tech. Thesis (Completed in last 5 years)

1. Performance Investigation of Haze Removal Techniques in Low Visibility Scenarios by Neha, in July 2017.

2. Hybrid of LWT DCT and Arnold for Multiple Image Watermarking by Chandan Preet in July 2017.

3. A Security Approach and Prevention Technique against ARP Poisoning by Sudharkar in Aug 2017.

4. Object Detection in Adverse Situations, by Marshal Kumar, NIT KKR, July 2016

5. Speaker Recognition for Short Utterance In Noisy Environment, by Ankur Maurya, July 2016

6. Filter Bank Optimization for Automatic Speech Recognition using Simulated Annealing Technique by Mamat, July 2014.

7. Improved Acoustic Modeling in Automatic Speech Recognition Using a Hybrid Technique by Rajan Mehla, July 2014.

8. Investigation of Optimal Number of Gaussian Mixtures for Hindi Language ASR, by Piyush Tripathi, 2013.

9. A Comparative Study of Feature Extraction Techniques for Hindi Language ASR, by Yogesh Soni, July 2013.

10. Study and Implementation of Modelling Units for Hindi Speech Recognition by Malay, NIT, KKR., July 2012

11. Soft Computing Approach for Automatic Speech Recognition, by Deepika Sethi, NIT KKR, July 2011.

12. A Comparative Study of Statistical Techniques and Implementation Tools for Hindi Word Recognition, by Kuldeep Kumar, NIT KKR, June 2011.

13. Comparative Analysis of Speech Recognition System Using Various Feature Extraction Techniques, by Kapil, M. M. University, Mulana, May 2010.

14. Speech Recognition Techniques Using Statistical Methods for Indian Languages by Gaurav, K. U. K, June 2010.

15. Automatic Speech Recognition for Isolated Words by Kamlesh Kumari, M. M. University, Mulana, March2011.

16. Study and Analysis of Speech Recognition Process by Ankita Jain M. M. University, Mulana, 2010.

Books

  1. Image 1 Image 2 Image 3Image 4Image 5Image 6Image 7
  2. Contribution: Annexure

    •