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 358
- Downloads 9
User Localization by Spatial Context Processing
This paper presents a case study and a proposed solution for a train localization system, designed to satisfy the safety requirements specific to the railway domain, and the limits imposed by the low cost regional railwa...
Remote Visualization of Dynamical 3d Graphical Scenes
This paper presents the development of an application used for remote visualization of 3D graphical scenes. For this purpose, an interactive application is realized. The main goal of the system is to allow users of compu...
A model-based approach to generate connection-aware applications for the mobile web
The development of context-sensitive applications for the mobile web implies significant challenges for developers, mainly due to device diversity and the variability of the Delivery Context. One specific challenge is to...
Approaches in Automatic Usability Evaluation. Comparative Study
Usability testing is a growing field with more and more companies getting aware of the importance of assuring a good usability of their products. Specialists conduct the tests and they use various kinds of tools to help...
A User Centered Approach in Designing a Career Decision Making Assistant
The present paper analyses the results of a user need research during the development of an intelligent assistant to support decisions in choosing the specialty in higher education. Our research was composed of multiple...