Interpreting CNN models for musical instrument recognition using multi-spectrogram heatmap analysis: a preliminary study
Introduction Musical instrument recognition is a critical component of music information
retrieval (MIR), aimed at identifying and classifying instruments from audio recordings. This …
retrieval (MIR), aimed at identifying and classifying instruments from audio recordings. This …
[HTML][HTML] Hierarchical Residual Attention Network for Musical Instrument Recognition Using Scaled Multi-Spectrogram
Featured Application This proposed method could potentially be applied to musical
instrument classification tasks, contributing to the organization and analysis of audio data …
instrument classification tasks, contributing to the organization and analysis of audio data …
Improving Musical Instrument Classification with Advanced Machine Learning Techniques
J Chulev - arxiv preprint arxiv:2411.00275, 2024 - arxiv.org
Musical instrument classification, a key area in Music Information Retrieval, has gained
considerable interest due to its applications in education, digital music production, and …
considerable interest due to its applications in education, digital music production, and …
[PDF][PDF] A COMPARATIVE ASSESSMENT OF THE DIFFERENT APPROACHES USED TO CLASSIFY THE MELODIC SCALES (RAAGS) IN HINDUSTANI INDIAN …
SHS Dattatreya Mutalik Desai, NM Desai… - Turkish Journal of … - researchgate.net
ABSTRACT Hindustani Indian Classical Music (ICM) is one of the oldest and ancient forms
of Indian music culturewhich is existing and is largely being followed and performed even at …
of Indian music culturewhich is existing and is largely being followed and performed even at …
Smart Carnatic Music Note Identification (CMNI) System using Probabilistic Neural Network
S Ramya - 2019 International Conference on Smart Systems …, 2019 - ieeexplore.ieee.org
Music is defined as an art which arranges the sounds to provide the inner feeling of
happiness. Carnatic music is based on a Raga (Tune), Bhava (Emotion), Thala (Rhythm) …
happiness. Carnatic music is based on a Raga (Tune), Bhava (Emotion), Thala (Rhythm) …