Comparison between k-nn and svm method for speech emotion recognition
Journal Title: International Journal on Computer Science and Engineering - Year 2011, Vol 3, Issue 2
Abstract
Human - Computer intelligent interaction (HCII) is an emerging field of science aimed at providing natural ways for humans to use computer as aids. Machine intelligence needs to include emotional intelligence it is argued that for the computer to be able to interact with humans, it needs to have the communication skills of human. One of these skills is the ability to understand the emotional state of the person. Two recognition methods namely K-Nearest Neighbor (K-NN) and Support vector machine (SVM) classifier have been experimented and compared. The paper explores the simplicity and effectiveness of SVM classifier for designing the real-time emotion recognition system.
Authors and Affiliations
Muzaffar Khan , Tirupati Goskula , Mohmmed Nasiruddin , Ruhina Quazi
Keywords
Related Articles
- EP ID EP124267
- DOI -
- Views 90
- Downloads 0
Secure Web Service Using Call by Contract
A methodology for designing and composing services in a ecure manner. In particular, it’s concerned with safety roperties of service behavior. Services can enforce security olicies locally and can invoke other service...
Reclaiming Individuality of Mysterious Passage
Authorship attribution, the science of inferring characteristics of author from characteristics of documents written by that author become an urgent need to find the original author of anonymous text. In this paper, a no...
Localization of Mobile Nodes in Wireless Networks with Correlated in Time Measurement Noise
Wireless Sensor Networks (WSNs) are widely used in applications like location monitoring, object tracking and decision making systems. Movement patterns of mobile sensor nodes play an important role in such systems. This...
DEVELOPMENT OF BIO-CRYPTO KEY FROM FINGERPRINTS USING CANCELABLE TEMPLATES
Identity theft can be effectively solved by the integration of biometrics and cryptography. Lately, researchers and experimenters have been greatly attracted by the improved performance (protection) of cryptographic keys...
AN EFFECTIVE RETRIVAL SCHEME FOR SOFTWARE COMPONENT REUSE
Software component reuse has become of much interest in the software community due to its potential benefits, cost benefit, time saving, etc. which include increased product quality and decreased product development cost...