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Dr. Mohit Kumar
Assistant ProfessorDr. Mohit Kumar is serving as Assistant Professor in the Department of Computer Science & Engineering (CSE) at National Institute of Technology, Hamirpur (H.P.), India. He received his Ph.D. in 2018 from IIT Guwahati under guidance of Prof. Pradip K Das. He has completed his M. Tech. in 2013 (GATE Scholarship) in IT with specialization in Intelligent Systems from IIIT Allahabad. He has published several research papers in reputed international conferences journals. His current research areas of interest include Speech Processing, Machine Learning, Artificial Intelligence & IoT.
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General Information
| Name | : | Dr. Mohit Kumar |
| Designation | : | Assistant Professor |
| Department | : | Computer Science & Engineering |
| Qualification | : | PhD |
| Date of Birth | : | |
| Date of joining | : | 08/06/2020 |
Contact Details
| Phone | : | 01972 254462 |
| Email ID | : | mohit@nith.ac.in |
Specialization
Position Held
| Position | Department Name | Institute Name | Time Period |
|---|
Educational Qualification
| Name of the Degree | Year of Passing | Institute/University |
|---|---|---|
| PhD | 2018 | Indian Institute of Technology Guwahati |
| M. Tech. | 2013 | Indian Institute of Information Technology Allahabad |
| B. Tech. | 2011 | ASET, Amity University, Noida, UP |
Honors & Recognitions Achieved
| Sr.No. | Title | Activity | Given By | Year |
|---|
Research Experience
| Research Interests : | Artificial Intelligence, Machine Learning, Speech Processing, Automatic Speaker Recognition, NLP | |
| Brief Research Statement : | Presently I am exploring the applications of Machine Learning, especially deep learning, to specific NLP problems such as hate speech detection, comment toxicity detection, hostility detection in tweets and hate speech target detection. |
Journal Publications
| Year | Author(s) | Title & Vol. No. | Journal Name | Indexing (SCI) Web of Science/Scopus |
|---|---|---|---|---|
| 2021 | Shubham Bharti, Arun Kumar Yadav, Mohit Kumar and Divakar Yadav | Cyberbullying detection from tweets using deep learning, Vol. ahead-of-print No. ahead-of-print. https://doi.org/10.1108/K-01-2021-0061, ISSN: 0368-492X, (Impact Factor = 1.75) | Kybernetes | SCI |
| 2023 | Chinmay Gupta, Mohit Kumar, Arun Kumar Yadav and Divakar Yadav | FERNET: An Integrated Hybrid DCNN Model for Driver Stress Monitoring via Facial Expressions | International Journal of Pattern Recognition and Artificial Intelligence | SCI |
| 2023 | Arun Kumar Yadav, Mohit Kumar, Abhishek Kumar,Shivani, Kusum and Divakar Yadav | Hate Speech Recognition in multilingual text: Hinglish Documents | International Journal of Information Technology | Scopus |
| 2023 | Akash Verma, Arun Kumar Yadav, Mohit Kumar, Divakar Yadav | Automatic Image Caption Generation Using Deep Learning | Multimedia Tools and Applications | SCI |
Conference Publications
| Year | Author(s) | Title | Conference name with place | Indexing (SCI/Web of science/Scopus) |
|---|---|---|---|---|
| 2015 | Shantanu Sharma, Mohit Kumar, Pradip K Das | A technique for dimension reduction of MFCC spectral features for speech recognition | 2015 International Conference on Industrial Instrumentation and Control (ICIC) | Scopus, IEEE Xplore |
| 2016 | Aishwary Joshi, Mohit Kumar, Pradip K Das | Speaker diarization: A review | 2016 International Conference on Signal Processing and Communication (ICSC) | Scopus, IEEE Xplore |
| 2016 | Mohit Kumar, Sachin Katti, Pradip K Das | Exploration of Feature Reduction of MFCC Spectral Features in Speaker Recognition | 9th International Conference on Advanced Computing and Communication Technologies (ICACCT) | Scopus |
| 2018 | Mohit Kumar, Dipangshu Dutta, Pradip K Das | Issues in i-Vector Modeling: An Analysis of Total Variability Space and UBM Size | 50th Annual Convention of CSI: Speech and Language Processing for Human-Machine Communications | Scopus |
| 2022 | Kartikey Tewari, Arun Kumar Yadav, Mohit Kumar, Divakar Yadav | Extractive Text Summarization using Statistical Approach | International Conference on Computer Vision and Machine Intelligence (CVMI) | Scopus |
| 2022 | Mohit Kumar, Adarsh Rana, Ankita, Arun Kumar Yadav, Divakar Yadav | Human Activity Recognition in Videos using Deep Learning | 2022 4th International Conference on Soft Computing and its Engineering Applications (icSoftComp2022) December 9-10, 2022 | Scopus |
| 2022 | Manoj Kumar, Arun Kumar Yadav, Mohit Kumar & Divakar Yadav | Bird Species Classification from images using Deep Learning | 7th International Conference on Computer Vision & Image Processing (CVIP 2022) organized by VNIT, Nagpur, India, held during 4-6 November 2022 | Scopus |
| 2022 | Sattwik Barua, Mritunjoy Halder, Mohit Kumar | A FRAMEWORK FOR SEX IDENTIFICATION, ACCENT AND EMOTION RECOGNITION FROM SPEECH SAMPLES | 13th INTERNATIONAL CONFERENCE ON COMPUTING, COMMUNICATION AND NETWORKING TECHNOLOGIES (ICCCNT), held during 3-5 October 2022 | Scopus |
Research Projects
| Role | Project Type | Title | Funding Agency | From | To | Amount | Status | Co-Investigator | Sanction Order | Sanction Date |
|---|
Research Supervision
| Programme Name | Scholar Name | Research Topic | Status | Year | Co-Suprivisor(s) |
|---|---|---|---|---|---|
| M.Tech | Pratibha (16MI508) | Pruning Deep Neural Network using Reinforcement Learning | Completed | 2021 | |
| M.Tech | Akanksha Gahalot (16MI511) | A Secure Authentication Scheme for IoT using Steganography | Completed | 2021 | |
| M.Tech | Suraina Dhiman (16MI514) | Automatic Fall Detection Using Wearable sensors for Elderly care | Completed | 2021 | |
| M.Tech | Uprant Choudhary (16MI555) | Instant Encryption Technique Using DNA Cryptography | Completed | 2021 | |
| M.Tech | G Khartheesvar (17MI525) | Automatic Sign Language Recognition for ISL using Deep Learning | Completed | 2022 | |
| M.Tech | Archit Dhiman (17MI509) | Pothole Detection from Images | Completed | 2022 | |
| M.Tech | Sarthak Sharma (17MI520) | Analyzing GTZAN and Introducing PAM(dataset) and Baselines for Music Genre Classification using Deep Learning | Completed | 2022 | |
| M.Tech | Vinaya Kumar (17MI506) | Early stage detection of Parkinson’s Disease (PD) using Machine Learning | Completed | 2022 | |
| M.Tech | Chinmay Gupta (20MCS003) | FERNET : An Integrated Hybrid DCNN Model for Driver Stress Monitoring via Facial Expression | Completed | 2022 | |
| M.Tech | Subrata Saha | Hate Speech Target Detection (Tentative) | Continuing | 2023 | |
| M.Tech | Medinee Mohan Borah | Comment Toxicity Detection (Tentative) | Continuing | 2023 | |
| M.Tech | Amit Kumar | Data Augmentation in NLP (Tentative) | Continuing | 2023 | |
| M.Tech | Adarash Rana (185522) | Fake Reviews Detection (Tentative) | Continuing | 2023 | |
| M.Tech | Ankita (185514) | Hostility Detection in Tweets in Hindi (Tentative) | Continuing | 2023 | |
| M.Tech | Eshwar Malothu (185555) | To be decided | Continuing | 2023 | |
| M.Tech | Shivang Upadhyay (185515) | Collaborative filtering based recommender system using Genetic Algorithm | Continuing | 2023 |
Patents
| Title | Reg./Ref.No. | Date of Award/Filling | Awarding Agencies | Status |
|---|---|---|---|---|
| Device for conversion of normal projection surface to touch sensitive smart projection screen | 202311030560 | 28/04/2023 | Indian Patent Office | Filled |
Teaching Experience
| Position Held | Department and Organization | From | To | Total Experience |
|---|---|---|---|---|
| Assistant Professor | Department of CSE, Indian Institute of Information Technology Bhagalpur, Bhagalpur, Bihar | 04/01/2019 | 09/07/2019 | 6 months |
| Assistant Professor (Senior Grade) | Jaypee Institute of Information Technology Noida, Sec-62, Noida, Uttar Pradesh | 12/07/2019 | 31/05/2020 | 11 months |
| Assistant Professor | Department of CSE, National Institute of Technology Hamirpur, Hamirpur, Himachal Pradesh | 08/06/2020 | Working |
Administrative Experience
| Position Held | Department and Organization | From | To |
|---|---|---|---|
| Member, Departmental Library Committee | CSE, NIT Hamirpur | 01/08/2022 | |
| Officer Incharge (OIC), Training & Placement | CSE, NIT Hamirpur | 12/08/2022 | |
| Officer Incharge (OIC), Infrastructure | CSE, NIT Hamirpur | 25/08/2022 | |
| Officer Incharge (OIC), Operating System Lab | CSE, NIT Hamirpur | 25/08/2022 | |
| Assistant Faculty Incharge (AFI), Training & Placement | NIT Hamirpur | 23/02/2023 |
Book/Chapters Written
| Type | Title | Publisher | Author(s) | ISBN/ISSN No. | Year |
|---|
Expert Talks
| Title | Place | Year | Description of Event |
|---|---|---|---|
| Machine learning for Internet of Things (IoT), Natural Language Processing & Computer Vision | Online | 2021 | Online FDP organized by the Department of Computer Science & Engineering and Information Technology, Jaypee Institute of Information Technology, Noida, 16th August to 21st August 2021 |
| Machine Learning Fundamentals and its application to NLP tasks | Online | 2021 | Guest Talk organized by Department of Computer Science and Engineering, Lakireddy Bali Reddy College of Engineering (Autonomous), Mylavaram, Krishna (Dist), Andhra Pradesh |
| Introduction to Deep Learning and its applications to NLP | Online | 2021 | Online STC on "Data Science and its Applications" organized by Department of Computer Science and Engineering, IIIT Bhagalpur, 13-17 December, 2021 |
| Impact of Awareness of Sign Language on Society | NIT Hamirpur, Himachal Pradesh | 2022 | "Sign Language Day 2022", jointly organized by Equal Opportunity Cell (EOC) and SC-ST Cell, NIT Hamirpur, 23rd September, 2022 |
| Gaussian Mixture Models and their applications in Automatic Speaker Recognition | Lakireddy Bali Reddy College of Engineering (A), Andhra Pradesh | 2022 | AICTE Training And Learning (ATAL) Academy sponsored 2-week Faculty Development Program on "Data Analysis Tools & Techniques for Text and Speech Analytics", held during 14-25 November 2022, organized by Department of Computer Science and Engineering, Lakireddy Bali Reddy College of Engineering (A) |
| Automatic Speaker Recognition and Verification | RGUKT Nuzvid, Andhra Pradesh | 2022 | "A 3-Day Workshop on Emerging Technologies in Computer Science" held during 22-24 November, 2022, organized by the Department of Computer Science and Engineering, RGUKT Nuzvid |
| Using Word, Excel & Powerpoint for professional development | NIT Hamirpur, Himachal Pradesh | 2022 | 5-day Short Term Training Programme on “Essential Soft Skills” for participants of Govt. ITI Joginder Nagar, organized by Department of Computer Science & Engineering, NIT Hamirpur, during 23-27 December 2022 |
Consultancy
| Title of Consultancy | Client Organization | Faculty Involved | Amount(INR) | Status |
|---|
International and National Exposure
| Sr.No. | Title | Description |
|---|
Conferences/Courses Organized
| Category | Type | Title | Venue | From | To | Designation |
|---|---|---|---|---|---|---|
| stc | Short Term Course | Essential Soft Skills | Department of CSE, NIT Hamirpur | 23/12/2022 | 27/12/2022 | Coordinator |
| stc | Short Term Course | One Week Online Short-Term Course (e-STC) on Machine Learning and its applications in Information Security, Computer Vision and Natural Language Processing (MaLICoN-2023) | Department of CSE, NIT Hamirpur | 13/03/2023 | 17/03/2023 | Coordinator |
Profile Summary
Last Update: 10/05/2023 03:15pm
| Name | : | Dr. Mohit Kumar |
| Designation | : | Assistant Professor |
| Department | : | Computer Science & Engineering |
| Qualification | : | PhD |
| Phone | : | 01972 254462 |
| Email ID | : | mohit@nith.ac.in |
| Profile URL | : | https://portfolios.nith.ac.in/index.php?/nith/dr-mohit |
| Date of Birth | : | |
| Date of Joining | : | 08/06/2020 |
Specialization
Artificial Intelligence, Machine Learning, Speech Processing, Automatic Speaker Recognition, NLP
Education Qualification
| Name of the Degree | Year of Passing | Institute/University |
|---|---|---|
| PhD | 2018 | Indian Institute of Technology Guwahati |
| M. Tech. | 2013 | Indian Institute of Information Technology Allahabad |
| B. Tech. | 2011 | ASET, Amity University, Noida, UP |
Teaching Experience
| Programme Name | Department And Organization | From | To | Total Experience |
|---|---|---|---|---|
| Assistant Professor | Department of CSE, Indian Institute of Information Technology Bhagalpur, Bhagalpur, Bihar | 04/01/2019 | 09/07/2019 | 6 months |
| Assistant Professor (Senior Grade) | Jaypee Institute of Information Technology Noida, Sec-62, Noida, Uttar Pradesh | 12/07/2019 | 31/05/2020 | 11 months |
| Assistant Professor | Department of CSE, National Institute of Technology Hamirpur, Hamirpur, Himachal Pradesh | 08/06/2020 | Working |
Administrative Experience
| Position Held | Department And Organization | From | To |
|---|---|---|---|
| Member, Departmental Library Committee | CSE, NIT Hamirpur | 01/08/2022 | |
| Officer Incharge (OIC), Training & Placement | CSE, NIT Hamirpur | 12/08/2022 | |
| Officer Incharge (OIC), Infrastructure | CSE, NIT Hamirpur | 25/08/2022 | |
| Officer Incharge (OIC), Operating System Lab | CSE, NIT Hamirpur | 25/08/2022 | |
| Assistant Faculty Incharge (AFI), Training & Placement | NIT Hamirpur | 23/02/2023 |
Research Experience
| Research Interests : | Artificial Intelligence, Machine Learning, Speech Processing, Automatic Speaker Recognition, NLP | |
| Brief Research Statement : | Presently I am exploring the applications of Machine Learning, especially deep learning, to specific NLP problems such as hate speech detection, comment toxicity detection, hostility detection in tweets and hate speech target detection. |
Research Projects
| Role | Project Type | Title | Funding Agency | From | To | Amount | Status | Co-Investigator | Sanction Order | Sanction Date |
|---|
Journal Publications
| Year | Author(s) | Journal Name | Title & Vol. No. | Indexing (SCI/Web of science/Scopus) |
|---|---|---|---|---|
| 2021 | Shubham Bharti, Arun Kumar Yadav, Mohit Kumar and Divakar Yadav | Kybernetes | Cyberbullying detection from tweets using deep learning, Vol. ahead-of-print No. ahead-of-print. https://doi.org/10.1108/K-01-2021-0061, ISSN: 0368-492X, (Impact Factor = 1.75) | SCI |
| 2023 | Chinmay Gupta, Mohit Kumar, Arun Kumar Yadav and Divakar Yadav | International Journal of Pattern Recognition and Artificial Intelligence | FERNET: An Integrated Hybrid DCNN Model for Driver Stress Monitoring via Facial Expressions | SCI |
| 2023 | Arun Kumar Yadav, Mohit Kumar, Abhishek Kumar,Shivani, Kusum and Divakar Yadav | International Journal of Information Technology | Hate Speech Recognition in multilingual text: Hinglish Documents | Scopus |
| 2023 | Akash Verma, Arun Kumar Yadav, Mohit Kumar, Divakar Yadav | Multimedia Tools and Applications | Automatic Image Caption Generation Using Deep Learning | SCI |
Conference Publications
| Year | Author(s) | Conference | Title | Indexing |
|---|---|---|---|---|
| 2015 | Shantanu Sharma, Mohit Kumar, Pradip K Das | 2015 International Conference on Industrial Instrumentation and Control (ICIC) | A technique for dimension reduction of MFCC spectral features for speech recognition | Scopus, IEEE Xplore |
| 2016 | Aishwary Joshi, Mohit Kumar, Pradip K Das | 2016 International Conference on Signal Processing and Communication (ICSC) | Speaker diarization: A review | Scopus, IEEE Xplore |
| 2016 | Mohit Kumar, Sachin Katti, Pradip K Das | 9th International Conference on Advanced Computing and Communication Technologies (ICACCT) | Exploration of Feature Reduction of MFCC Spectral Features in Speaker Recognition | Scopus |
| 2018 | Mohit Kumar, Dipangshu Dutta, Pradip K Das | 50th Annual Convention of CSI: Speech and Language Processing for Human-Machine Communications | Issues in i-Vector Modeling: An Analysis of Total Variability Space and UBM Size | Scopus |
| 2022 | Kartikey Tewari, Arun Kumar Yadav, Mohit Kumar, Divakar Yadav | International Conference on Computer Vision and Machine Intelligence (CVMI) | Extractive Text Summarization using Statistical Approach | Scopus |
| 2022 | Mohit Kumar, Adarsh Rana, Ankita, Arun Kumar Yadav, Divakar Yadav | 2022 4th International Conference on Soft Computing and its Engineering Applications (icSoftComp2022) December 9-10, 2022 | Human Activity Recognition in Videos using Deep Learning | Scopus |
| 2022 | Manoj Kumar, Arun Kumar Yadav, Mohit Kumar & Divakar Yadav | 7th International Conference on Computer Vision & Image Processing (CVIP 2022) organized by VNIT, Nagpur, India, held during 4-6 November 2022 | Bird Species Classification from images using Deep Learning | Scopus |
| 2022 | Sattwik Barua, Mritunjoy Halder, Mohit Kumar | 13th INTERNATIONAL CONFERENCE ON COMPUTING, COMMUNICATION AND NETWORKING TECHNOLOGIES (ICCCNT), held during 3-5 October 2022 | A FRAMEWORK FOR SEX IDENTIFICATION, ACCENT AND EMOTION RECOGNITION FROM SPEECH SAMPLES | Scopus |
Book/Chapters Written
| Type (Book/Chapter) | Author(s) | Title | Publisher | ISBN/ISSN No. | Year |
|---|
Research Supersion
| Programme Name | Scholar Name | Research Topic | Status | Year | Co-Superivisor(s) |
|---|---|---|---|---|---|
| M.Tech | Pratibha (16MI508) | Pruning Deep Neural Network using Reinforcement Learning | Completed | 2021 | |
| M.Tech | Akanksha Gahalot (16MI511) | A Secure Authentication Scheme for IoT using Steganography | Completed | 2021 | |
| M.Tech | Suraina Dhiman (16MI514) | Automatic Fall Detection Using Wearable sensors for Elderly care | Completed | 2021 | |
| M.Tech | Uprant Choudhary (16MI555) | Instant Encryption Technique Using DNA Cryptography | Completed | 2021 | |
| M.Tech | G Khartheesvar (17MI525) | Automatic Sign Language Recognition for ISL using Deep Learning | Completed | 2022 | |
| M.Tech | Archit Dhiman (17MI509) | Pothole Detection from Images | Completed | 2022 | |
| M.Tech | Sarthak Sharma (17MI520) | Analyzing GTZAN and Introducing PAM(dataset) and Baselines for Music Genre Classification using Deep Learning | Completed | 2022 | |
| M.Tech | Vinaya Kumar (17MI506) | Early stage detection of Parkinson’s Disease (PD) using Machine Learning | Completed | 2022 | |
| M.Tech | Chinmay Gupta (20MCS003) | FERNET : An Integrated Hybrid DCNN Model for Driver Stress Monitoring via Facial Expression | Completed | 2022 | |
| M.Tech | Subrata Saha | Hate Speech Target Detection (Tentative) | Continuing | 2023 | |
| M.Tech | Medinee Mohan Borah | Comment Toxicity Detection (Tentative) | Continuing | 2023 | |
| M.Tech | Amit Kumar | Data Augmentation in NLP (Tentative) | Continuing | 2023 | |
| M.Tech | Adarash Rana (185522) | Fake Reviews Detection (Tentative) | Continuing | 2023 | |
| M.Tech | Ankita (185514) | Hostility Detection in Tweets in Hindi (Tentative) | Continuing | 2023 | |
| M.Tech | Eshwar Malothu (185555) | To be decided | Continuing | 2023 | |
| M.Tech | Shivang Upadhyay (185515) | Collaborative filtering based recommender system using Genetic Algorithm | Continuing | 2023 |
Patents
| Name | Reg./Ref.No. | Date of Award/Filling | Awarding Agencies | Status |
|---|---|---|---|---|
| Device for conversion of normal projection surface to touch sensitive smart projection screen | 202311030560 | 28/04/2023 | Indian Patent Office | Filled |
Conferences/Workshop/Courses Organized
| Category | Type | Title | Venue | From | To | Designation |
|---|---|---|---|---|---|---|
| stc | Short Term Course | Essential Soft Skills | Department of CSE, NIT Hamirpur | 23/12/2022 | 27/12/2022 | Coordinator |
| stc | Short Term Course | One Week Online Short-Term Course (e-STC) on Machine Learning and its applications in Information Security, Computer Vision and Natural Language Processing (MaLICoN-2023) | Department of CSE, NIT Hamirpur | 13/03/2023 | 17/03/2023 | Coordinator |
Expert Talks
| Title | Place | Year | Description of Event |
|---|---|---|---|
| Machine learning for Internet of Things (IoT), Natural Language Processing & Computer Vision | Online | 2021 | Online FDP organized by the Department of Computer Science & Engineering and Information Technology, Jaypee Institute of Information Technology, Noida, 16th August to 21st August 2021 |
| Machine Learning Fundamentals and its application to NLP tasks | Online | 2021 | Guest Talk organized by Department of Computer Science and Engineering, Lakireddy Bali Reddy College of Engineering (Autonomous), Mylavaram, Krishna (Dist), Andhra Pradesh |
| Introduction to Deep Learning and its applications to NLP | Online | 2021 | Online STC on "Data Science and its Applications" organized by Department of Computer Science and Engineering, IIIT Bhagalpur, 13-17 December, 2021 |
| Impact of Awareness of Sign Language on Society | NIT Hamirpur, Himachal Pradesh | 2022 | "Sign Language Day 2022", jointly organized by Equal Opportunity Cell (EOC) and SC-ST Cell, NIT Hamirpur, 23rd September, 2022 |
| Gaussian Mixture Models and their applications in Automatic Speaker Recognition | Lakireddy Bali Reddy College of Engineering (A), Andhra Pradesh | 2022 | AICTE Training And Learning (ATAL) Academy sponsored 2-week Faculty Development Program on "Data Analysis Tools & Techniques for Text and Speech Analytics", held during 14-25 November 2022, organized by Department of Computer Science and Engineering, Lakireddy Bali Reddy College of Engineering (A) |
| Automatic Speaker Recognition and Verification | RGUKT Nuzvid, Andhra Pradesh | 2022 | "A 3-Day Workshop on Emerging Technologies in Computer Science" held during 22-24 November, 2022, organized by the Department of Computer Science and Engineering, RGUKT Nuzvid |
| Using Word, Excel & Powerpoint for professional development | NIT Hamirpur, Himachal Pradesh | 2022 | 5-day Short Term Training Programme on “Essential Soft Skills” for participants of Govt. ITI Joginder Nagar, organized by Department of Computer Science & Engineering, NIT Hamirpur, during 23-27 December 2022 |
Consultancy
| Title of Consultancy | Client Organization | Faculty Involved | Amount(INR) | Status |
|---|
International and National Exposure
| Sr.No. | Title | Description |
|---|
Honors & Recognitions Achieved
| Sr.No. | Title | Activity | Given By | Year |
|---|