An Ensemble Approach to Music Source Separation: A Comparative Analysis of Conventional and Hierarchical Stem Separation	Saarth Vardhan ⁄ Pavani R. Acharya ⁄ Samarth S. Rao ⁄ Oorjitha Ratna Jasthi ⁄ S. Natarajan	Music Source Separation ⁄ Ensemble Learning ⁄ Audio Engineering ⁄ Deep Learning for Audio ⁄ Signal Processing ⁄ Music Information Retrieval	2025
Exploiting the Temporal Order of Sound Features for Onset Detection	João Ramos ⁄ Rolando Miragaia ⁄ Gustavo Reis ⁄ Patrício Domingues ⁄ Carlos Grilo	Onset Detection ⁄ Convolutional Neural Networks ⁄ Recurrent Neural Networks ⁄ Music Information Retrieval	2025
Application of Neural Architecture Search to Instrument Recognition in Polyphonic Audio	Leonard Fricke ⁄ Igor Vatolkin ⁄ Fabian Ostermann	Neural Architecture Search ⁄ Instrument Recognition ⁄ Music Information Retrieval ⁄ Hyperband Search ⁄ Bayesian Optimization	2023
Improving Automatic Music Genre Classification Systems by Using Descriptive Statistical Features of Audio Signals	Ravindu Perera ⁄ Manjusri Wickramasinghe ⁄ Lakshman Jayaratne	Music Information Retrieval ⁄ Music Genre Identification ⁄ Music Genre Classification ⁄ Descriptive Statistical Features ⁄ Digital Signal Processing	2023
Classification of Guitar Effects and Extraction of Their Parameter Settings from Instrument Mixes Using Convolutional Neural Networks	Reemt Hinrichs ⁄ Kevin Gerkens ⁄ Jörn Ostermann	Convolutional Neural Networks ⁄ Guitar Effects ⁄ Parameter Extraction ⁄ Music Information Retrieval	2022
Genre Recognition from Symbolic Music with CNNs	Edmund Dervakos ⁄ Natalia Kotsani ⁄ Giorgos Stamou	Artificial Intelligence ⁄ Machine Learning ⁄ Music Information Retrieval ⁄ Genre Classification	2021
Raga Recognition in Indian Classical Music Using Deep Learning	Devansh P. Shah ⁄ Nikhil M. Jagtap ⁄ Prathmesh T. Talekar ⁄ Kiran Gawande	Raga Recognition ⁄ Indian Classical Music ⁄ Music Information Retrieval ⁄ Deep Learning	2021