Audio classification using ML methods
Sound
2023-06-01 v1 Machine Learning
Audio and Speech Processing
Abstract
Machine Learning systems have achieved outstanding performance in different domains. In this paper machine learning methods have been applied to classification task to classify music genre. The code shows how to extract features from audio files and classify them using supervised learning into 2 genres namely classical and metal. Algorithms used are LogisticRegression, SVC using different kernals (linear, sigmoid, rbf and poly), KNeighborsClassifier , RandomForestClassifier, DecisionTreeClassifier and GaussianNB.
Cite
@article{arxiv.2305.19304,
title = {Audio classification using ML methods},
author = {Krishna Kumar},
journal= {arXiv preprint arXiv:2305.19304},
year = {2023}
}
Comments
3 pages, 8 figures