Automatical musical genre detection
Journal Title: Romanian Journal of Human - Computer Interaction - Year 2012, Vol 5, Issue 1
Abstract
This paper describes and applies various methods for automatic computer music segmentation. Based on these results and on the feature extraction techniques used, is tried also a genre classification/recognition of the excerpts used. The algorithms were tested on the Magnatune and MARSYAS datasets, but the implemented software tools can also be used on a variety of sources. The tools described here will be subject to a framework/software system called ADAMS (Advanced Dynamic Analysis of Music Software) that will help evaluate and enhance the various music analysis/composition tasks. This system is based on the MARSYAS open source software framework and contains a module similar to WEKA for data-mining and machine learning tasks.
Authors and Affiliations
Adrian Simion , Ştefan Trăuşan-Matu
Keywords
Related Articles
- EP ID EP28884
- DOI -
- Views 337
- Downloads 9
Software for Access of Persons with Disabilities to Scientific Content
For people with visual impairments, especially for the blind persons, the access to scientific content raises issues of accessibility both to reading web documents, which contain specific elements of mathematics as image...
Visual Communication through Infographics
Interaction techniques and visual representations allow users to view, explore and understand large amounts of information. The research made in Information Visualization area has focused on finding ways to render the ab...
Controlling The Applications Running On A Windows System By Means Of Android Devices
This article presents an application that the authors have developed for the Android platform, which allows a user to remotely control the applications on a computer which has the operating system Microsoft Windows. Ther...
Depth Perception Evaluation of 3D Virtual Prototypes Using Imersive CAVE Systems
In this paper an experimental study that aimed depth perception of virtual prototypes in an immersive environment compared with the depth perception of virtual prototypes using 2D LCD monitor is presented. The experiment...
Testing of a model based on UTAUT for the acceptance of e-learning systems
The purpose of this study is to test a model of acceptance of e-learning based on UTAUT model developed by Venkatesh, Morris, Davis and Davis (2003). After a brief presentation of the UTAUT model and recent studies in th...