INTERNATIONAL JOURNAL OF SCIENTIFIC DEVELOPMENT AND RESEARCH International Peer Reviewed & Refereed Journals, Open Access Journal ISSN Approved Journal No: 2455-2631 | Impact factor: 8.15 | ESTD Year: 2016
open access , Peer-reviewed, and Refereed Journals, Impact factor 8.15
Speech emotion recognition using real time database
Authors Name:
Supriya Bhagwan Jagtap
, Dr.Kamlakar R. Desai
Unique Id:
IJSDR1907001
Published In:
Volume 4 Issue 7, July-2019
Abstract:
People express their emotions in a different way but speech through emotion recognition is a very difficult task. This is a primary challenge of emotion recognition are choosing the speech corpora and then feature extraction of a speech signal. Emotion recognition or affect detection from the natural speech is a challenging task in the field of human and machine interaction. In this paper, the performance of the Support Vector Machine (SVM) has been evaluated for two types of databases – simulated (acted) and real-time (natural) speech corpora. In this paper, the work is carried out with a reduction in the size of the feature using Principle Component Analysis (PCA) technique and performance evaluation is done based on emotion classification accuracy.
"Speech emotion recognition using real time database ", International Journal of Science & Engineering Development Research (www.ijsdr.org), ISSN:2455-2631, Vol.4, Issue 7, page no.1 - 6, July-2019, Available :http://www.ijsdr.org/papers/IJSDR1907001.pdf
Downloads:
000337067
Publication Details:
Published Paper ID: IJSDR1907001
Registration ID:190764
Published In: Volume 4 Issue 7, July-2019
DOI (Digital Object Identifier):
Page No: 1 - 6
Publisher: IJSDR | www.ijsdr.org
ISSN Number: 2455-2631
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