Music deep learning: Deep learning methods for music signal processing-a review of the state-of-the-art

L Moysis, LA Iliadis, SP Sotiroudis, AD Boursianis… - Ieee …, 2023 - ieeexplore.ieee.org
The discipline of Deep Learning has been recognized for its strong computational tools,
which have been extensively used in data and signal processing, with innumerable …

[HTML][HTML] Towards building a deep learning based automated indian classical music tutor for the masses

VS Pendyala, N Yadav, C Kulkarni… - Systems and Soft …, 2022 - Elsevier
Music can play an important role in the well-being of the world. Indian classical music is
unique in its requirement for rigorous, disciplined, expert-led training that typically goes on …

Enhanced algorithmic job matching based on a comprehensive candidate profile using nlp and machine learning

VS Pendyala, N Atrey, T Aggarwal… - 2022 IEEE Eighth …, 2022 - ieeexplore.ieee.org
We propose to aid the hiring process by automatic profiling of a candidate's social media
presence and using it in conjunction with their resume and other information to suggest an …

Enhancing the cognition and efficacy of machine learning through similarity

V Pendyala, R Amireddy - SN Computer Science, 2022 - Springer
Similarity is a key element of machine learning and can make human learning much more
effective as well. One of the goals of this paper is to expound on this aspect. We identify real …

Analyzing and addressing data-driven fairness issues in machine learning models used for societal problems

VS Pendyala, HK Kim - 2023 International Conference on …, 2023 - ieeexplore.ieee.org
This work aims to systematically analyze and address fairness issues arising in machine
learning models because of class imbalances present in data, specifically used for …

Difficulty controlled piano music generation using GAN approach

Y Ghatas, M Fayek, M Hadhoud - Authorea Preprints, 2023 - techrxiv.org
Musical learning is important whether for entertainment or as a profession. However,
learning music depends on practice; finding a musical piece on the player's level is …

Towards Building an Automated Indian Classical Music Tutor for the Masses

VS Pendyala, N Yadav - 2022 - papers.ssrn.com
Music can play an important role in the well-being of the world. Indian classical music is
unique in its requirement for rigorous, disciplined, expert-led training that typically goes on …

Multilingual Indian Musical Type Classification

SP Aswale, PC Shrivastava, R Bhagat, VB Joshi… - … Conference on VLSI …, 2022 - Springer
Vast increase in the multimedia data, especially audio video data on the various social
media platform, leads to accurate retrieval of the audio data from the data set. The music …