akumar12@gitam.edu
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I am Dr. Arvind Kumar, originally from Bokaro Steel City, where I completed my early education. I pursued my engineering degree from MIT Pune, under Pune University. Afterward, I worked at Broadridge Financial Services Ltd.. Further I continued my master's and PhD from BIT Mesra in signal processing focusing on various algorithms for speech and music classification. Teaching is my passion, and I enjoy engaging with students. Hobbies are playing guitar, sports, traveling, reading.
Research Publications
- Arvind Kumar, Solanki, S. S., & Chandra, M. (2022). Stacked auto-encoders based visual features for speech/music classification. Expert Systems with Applications, 118041. (SCI: Q1)
- Arvind Kumar, Karan, B., Solanki, S. S., Chandra, M., & Singh, D. K. (2024). Automatic tuning of radio stations based on listener’s preference using Software Defined Radio and MATLAB. Engineering Applications of Artificial Intelligence, 137, 109117. (SCI: Q1)
- Arvind Kumar and Mahesh Chandra.
- Arvind Kumar, Sumit Srivastava, Mahesh Chandra, and G. Sahoo.
- Arvind Kumar, Solanki, S.S. and Chandra, M., 2022. Effect of background Indian music on performance of speech recognition models for Hindi databases. International Journal of Speech Technology, pp.1-12. (SCOPUS: Q1)
Ongoing Research Projects
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Impact of Indian musical ragas on growth of plants
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Machine learning algorithms for healthy ratings from nutrition information
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Machine learning approaches for soil characterization and fertilizer suggestion
Expertise
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Speech Signal Processing, Music signal processing, Automatic Speech Recognition, Music Information Retrieval, Machine Learning, Embedded Systems
