Classification of Audio Signal Using Local Discriminant Bases
Journal Title: International Journal for Research in Applied Science and Engineering Technology (IJRASET) - Year 2015, Vol 3, Issue 8
Abstract
In the age of digital information, audio data has become an important part in many modern computer applications. Audio classification has been becoming a focus in the research of audio processing and pattern recognition. Automatic audio classification is very useful to audio indexing, content-based audio retrieval and on-line audio distribution, but it is a challenge to extract the most common and salient themes from unstructured raw audio data. To generate the highest quality classification of audio signal. To obtain high accuracy for this classification into natural and artificial classes in this Local Discriminant Bases (LDB) technique the main aim here is to analyze and characterize audio content and the key feature is to identify discriminatory subspaces using LDB technique. To use simple features for the classification and reduce the complexity of the system.
Authors and Affiliations
S. V. Dhabarde, Prof. P. S. Deshpande
Keywords
Related Articles
- EP ID EP21175
- DOI -
- Views 225
- Downloads 3
Image Compression using Variable Size 2D DCT with FPGA platform
The discrete cosine transform (DCT) is basically known as compressing mpeg and jpeg images. The basic reason why it is widely used all over is because of its simplicity and easily computed for faster execution. A lot of...
Disease Detection of Cotton crop using Image Processing Technique: A Survey
Farming is important sector in India for human being, as near about 55-60% people are depends directly and indirectly on it. Among all crops, Cotton is main cash crop in India gives more income to the farmer. Due to dis...
Systematic Approach for Brain Tumor Detection Using Rough Sets on DICOM Images
This paper presents a systematic Automated way for diagnosing the human brain tumors (Astrocytoma tumors) using T1- weighted Magnetic Resonance Images with contrast. The proposed image processing method has four distinc...
slugPerformance Analysis of MANET with Reactive and Proactive Routing Protocols and Mobility Models
Mobile Ad hoc Network is a collection of wireless mobile nodes dynamically forming a temporary network without the aid of any established infrastructure or centralized administration. Routing protocols in mobile ad hoc...
Fixture Design for Shaft Type Pinion on Doosan Machine (HMC)
The jigs and fixtures are the economical ways to produce a component in mass. The fixtures and jigs are used, and serve as the important facility for mass production system. Fixtures and jigs are work holding and tool g...