Wavelet ridges for musical instrument classification

M. Erdal OEzbek; Nalan OEzkurt; F. Acar Savaci

首页> 外文期刊>Journal of Intelligent Information Systems >Wavelet ridges for musical instrument classification

【24h】

Wavelet ridges for musical instrument classification

机译：用于乐器分类的小波脊

获取原文

获取原文并翻译 | 示例

掌桥外文数据库（机构版） >>

开具论文收录证明 >>

文献代查 >>

页面导航

摘要
著录项
相似文献
相关主题

摘要

The time-varying frequency structure of musical signals have been analyzed using wavelets by either extracting the instantaneous frequency of signals or building features from the energies of sub-band coefficients. We propose to benefit from a combination of these two approaches and use the time-frequency domain energy localization curves, called as wavelet ridges, in order to build features for classification of musical instrument sounds. We evaluated the representative capability of our feature in different musical instrument classification problems using support vector machine classifiers. The comparison with the features based on parameterizing the wavelet sub-band energies confirmed the effectiveness of the proposed feature.

机译：音乐信号的时变频率结构已通过使用小波进行了分析，方法是从子带系数的能量中提取信号的瞬时频率或建立特征。我们建议受益于这两种方法的组合，并使用称为小波脊的时频域能量定位曲线，以建立乐器声音分类的特征。我们使用支持向量机分类器评估了我们的功能在不同乐器分类问题中的代表性能力。与基于参数化小波子带能量的特征的比较证实了所提出特征的有效性。

著录项

来源
《Journal of Intelligent Information Systems》 |2012年第1期|p.241-256|共16页
作者
M. Erdal OEzbek; Nalan OEzkurt; F. Acar Savaci;
展开▼
作者单位

Dept. of Electrical and Electronics Engineering, Izmir Institute of Technology, Urla, 35430, Izmir, Turkey;

Dept. of Electrical and Electronics Engineering, Dokuz Eylttl University, Buca, 35160, Izmir, Turkey;

Dept. of Electrical and Electronics Engineering, Izmir Institute of Technology, Urla, 35430, Izmir, Turkey;

展开▼
收录信息
原文格式 PDF
正文语种 eng
中图分类
关键词
wavelet ridge; musical instrument classification; support vector machine;

机译：小波脊乐器分类;支持向量机;

相似文献

外文文献
中文文献
专利

1. Classification of Musical Instruments using Wavelet Transform [J] . Qiuwen Zhang Advances in aerospace science and applications . 2018,第1期

机译：基于小波变换的乐器分类
2. Classification of Musical Instruments using Wavelet Transform [J] . Meenakshi Dusane, D.S. Bormane, D.G. Bhalke International Journal of Chemistry and Chemical Engineering . 2016,第1期

机译：基于小波变换的乐器分类
3. Temporal Integration for Audio Classification With Application to Musical Instrument Classification [J] . Joder C., Essid S., Richard G. IEEE transactions on audio, speech and language processing . 2009,第1期

机译：音频分类的时间整合及其在乐器分类中的应用
4. Automatic classification of musical instruments sounds based on wavelets and neural networks [C] . Bozena Kostek, Pawel Zwan IASTED International Conference on Artificial Intelligence and Soft Computing . 2002

机译：基于小波和神经网络的乐器声音自动分类
5. Musical sound synthesis and a new music representation based on empirical physical modeling of musical instruments [D] . Dong, Xiaoxiao 2008

机译：基于乐器的经验物理建模的音乐声音合成和新的音乐表示形式
6. Superior time perception for lower musical pitch explains why bass-ranged instruments lay down musical rhythms [O] . Michael J. Hove, Céline Marie, Ian C. Bruce, 2014

机译：较低的音乐音调具有出色的时间感知能力这解释了为何低音范围乐器会降低音乐节奏
7. Wavelet ridges for musical instrument classification [O] . Özbek Mehmet Erdal, Özkurt Nalan, Savacı Ferit Acar 2012

机译：用于乐器分类的小波脊

Wavelet ridges for musical instrument classification

摘要

著录项

相似文献

相关主题

期刊订阅