Currently she is working in the area of Audio signal processing.

As an Electronics Engineer as well as musician. Audio signal processing is the area of interest. Mainly music signal processing.

Ashwini Bhat, Karrthik Gopi Krishnan, Vishal Mahesh, and Vijaya Krishna Ananthapadmanabha, "Deep Learning Approach to Joint Identification of Instrument Pitch and Raga for Indian Classical Music," a book chapter in " Advances in Speech and Music Technology" published by Springer.

A. Bhat, N. Sharma, A. Vijayeendra, V. Gopakumar and P. Patni, "Automatic Identification of Bird Species using Audio/Video Processing," 2022 International Conference for Advancement in Technology (ICONAT), Goa, India, 2022, pp. 1-6, doi: 10.1109/ICONAT53423.2022.9725906.

Ashwini, Mohan Naik, Chandan S V,Dr. Vijaya KrishnaA., "Indian instrument identification from polyphonic audio using KNN classifier" at WISPNET 2019 held at Sri Sivasubramaniya Nadar College of Engineering, Chennai, India, from March 21 to 23, 2019

Ashwini B, Om Amitesh B.R., Sathwik Acharya and Vihar Devalla, "Analytical Comparison of Classification Models for Raga Identification in Carnatic Classical Audio," FRSM-2020

Ashwini and Vijaya Krishna A, "Feature Selection for Indian Instrument Recognition using SVM Classifier," ICIEM-2020

Ashwini, Shreevathsa P K, Abhishek Rao,Harshith M,"Music Instrument Recognition using Machine Learning Algorithms" at International Conference on Computation, Automation and Knowledge Management Amity University, Dubai, ICCAKM -2020

Bhat Ashwini & Krishna Vijaya, Chapparband, Muktharunisa & Kulkarni, Megha & Sameeksha, D. (2021). Shruti Detection Using Machine Learning and Sargam Identification for Instrumental Audio. 10.1007/978-981-33-6881-1_13

A. Bhat, A. M. Prakash, A. Hegde and P. A. K., "Melodic Filtering for Indian Classical Instrumental Music," 2021 International Conference on Circuits, Controls and Communications (CCUBE), Bangalore, India, 2021, pp. 1-5, doi: 10.1109/CCUBE53681.2021.9702736.

A. Bhat, M. Chetan, P. P. Bhat, V. Shet and S. B. Husenbhai, "Audio Watermarking Using Modified Least Significant Bit Technique," 2021 International Conference on Circuits, Controls and Communications (CCUBE), Bangalore, India, 2021, pp. 1-5, doi: 10.1109/CCUBE53681.2021.9702715

Ashwini,Dr. Vijaya Krishna A.,Sachin,Nischal, "Lead Source Separation for Indian Instrumental Audio" at TENCON 2017 Penang, Malaysia on 7th Nov 17

Ashwini, B. K. Munoli, K. A. K. Jain, P. Kumar and A. R. P. S, "Human Voice Analysis to Determine Age and Gender," 2023 International Conference on Recent Trends in Electronics and Communication (ICRTEC), Mysore, India, 2023, pp. 1-4, doi: 10.1109/ICRTEC56977.2023.10111890

Bhatt, A, Kumble, A., Medatati, S.. (2023). Emotion-Based Music Recommendation. In: Borah, S., Gandhi, T.K., Piuri, V. (eds) Advanced Computational and Communication Paradigms . ICACCP 2023. Lecture Notes in Networks and Systems, vol 535. Springer, Singapore. https://doi.org/10.1007/978-981-99-4284-8_12

Ashwini, A. Ramesh, A. Adhikary, R. Rai, S. Samrin and V. Krishna A, "DFRC Signal Classification: The Power of Deep Learning vs The Simplicity of Traditional Signal Processing," 2023 14th International Conference on Computing Communication and Networking Technologies (ICCCNT), Delhi, India, 2023, pp. 1-7, doi:10.1109/ICCCNT56998.2023.10306697

Ashwini, & Krupa, & B. Mythri, S & Bharadwaj, Nanditha & Pai, Nanditha & Soraganvi, Netra.(2023). Design of a Novel Priority Mux Based Indoor Autonomous Surveillance Robot. 292-297. 10.1109/I2CACIS57635.2023.10193057

Ashwini B., Pratap A Kygonahalli and Vaibhav Katariya, "Regression Approach for Shruthi Identification from Indian Classical Instrumental Polyphonic Audio",27th International Symposium on Frontiers of Research in Speech and Music (FRSM' 2023) SVNIT, Surat & Jadavpur University, INDIA.,4-5 August 2023

Ashwini, J. P. N, A. D and S. Prashanth "Synthetic Audio Generation for Instrumental Sound," 2023 International Conference on Network, Multimedia and Information Technology (NMITCON), Bengaluru, India, 2023, pp. 1-6, doi: 10.1109/NMITCON58196.2023.10276309.

A. Bhat, A. Rautray, B. Hawargi, J. Maitra and S. G. Abhayankar, "Parametric Analysis of Audio Effects on Vocal and Instrumental Audio Samples," 2023 IEEE 5th International Conference on Cybernetics, Cognition and Machine Learning Applications (ICCCMLA), Hamburg, Germany, 2023, pp. 473-477, doi: 10.1109/ICCCMLA58983.2023.10346703

Ashwini "Enhancing the performance of h.264 avc by block estimation and compensation technique" at NCETCS - 2010 Emerging technologies in computer science.

Ashwini, "Reduction of multipliers in digital convolution using Cook-toom algorithm", at LIVAS-2010

Ashwini, "Reduction of multipliers using Winograd algorithm ", at National conference on information processing-2010

Ashwini, Deepa Yagain,Dr.Vijaya Krishna A " High speed ASIC design of DCT for image compression" at Third International Conference on Advances in Communication, Network, and Computing, Chennai, February - 2012, ISBN 978-3-642-35615-5

Kiran,Ashwini, "Design of fault tolerant memory with fault secure encoder and decoder", at International Conference on MATLAB Applications in Engineering and Technology Jan -2012.

Ashwini, Supreetha G S,"Design of fault tolerant memory with fault secure encoder and decoder" at ICMAET-2012 B'lore on 1 Jan 2012

Kiran, Ashwini "Design of automatic energy meter reading system and multi hop wireless transmission of meter data using data aggregation algorithm.", at IEECSE 22 SEPT 13 BANG 050

Ashwini,Sachin,Nischal,Mahabaleshwar"An optimized reversible signed comparator."at CCUBE-17 RNSIT B'lore on 15th Dec 17

Ashwini, A. Vijaya and Mahesh, Vishal and Karrthik, G.K., "Tone detection for Indian classical polyphonic instrumental audio using DNN model," IJFE, Inderscience, 4(4):310-322, May 7, 2021, 10.1504/IJFE.2020.115030.

Chaithra , Ashwini, "Design of a low voltage,low drop-out cmos voltage regulator ", International Journal of Scientific & Engineering Research Volume 3, Issue 9, September-2012 ISSN 2229-5518.

Priyanka shukla, Ashwini, "Design & Performance Analysis of Leakage Power Reduction in 6T SRAM using LECTOR & Power Gating techniques ", International Journal of Combined Research & Development (IJCRD) eISSN: 2321-225X, pISSN: 2321-2241 Vol:2; Issue:5 - May -2014.

Chetna devi kh, Ashwini, "FPGA implementation of RFID mutual-authentication protocol ", International Journal for Research in Applied Science &Engineering Technology(IJRASET) Volume 2 , Issue-VI June 2014

Kruthi T.S., Ashwini, "FPGA implementation of Reed Solomon encoder and decoder", International Journal for Research in Applied Science &Engineering Technology(IJRASET) Volume 2 , Issue-VII July 2014

Revathi U, Ashwini, "AN EFFICIENT ARCHITECTURE FOR REAL TIME MUSICAL SIGNALS USING ADDITIVE SYNTHESIS"American Journal of Engineering Research.

Ashwini, Vijaya Krishna A and Sathwik Acharya, "Analytical Comparison of Classification Models for Raga Identification in Carnatic Classical Instrumental Polyphonic Audio," Computational Statistics, SN Computer Science, Oct 2020.