International Journal of Science and Research (IJSR)

International Journal of Science and Research (IJSR)
Open Access | Fully Refereed | Peer Reviewed

ISSN: 2319-7064


Downloads: 116

Survey Paper | Computer Science & Engineering | India | Volume 4 Issue 1, January 2015


Hybrid Classifiers for Gender Driven Emotion Recognition

Pravina Ladde


Abstract: Recognizing human emotions by registering speech signals is always an interesting field in Artificial Intelligence. This paper describes a system which makes 1] gender recognition first, to get apriori knowledge about the speaker.2] Then it uses hybrid of Hidden Markov Model [HMM] and Support Vector Machine [SVM] to make classification of emotions. This proposed system combines advantages of the classifiers to give more accurate results. Here HMM is used to model speech feature sequence i. e. this system is trained using HMM algorithm for considered emotion whereas SVM is used to make decision i. e. for classification. Literature survey and past results indicates that Gender Recognition apriori knowledge and use of hybrid HMM-SVM algorithms will considerably increase accuracy of emotion recognition.


Keywords: Hybrid Classifiers, Multiple classifier systems, Hidden Markov model, Support vector machine


Edition: Volume 4 Issue 1, January 2015,


Pages: 1236 - 1239


How to Cite this Article?

Pravina Ladde, "Hybrid Classifiers for Gender Driven Emotion Recognition", International Journal of Science and Research (IJSR), https://www.ijsr.net/get_abstract.php?paper_id=SUB15400, Volume 4 Issue 1, January 2015, 1236 - 1239

How to Share this Article?

Enter Your Email Address


Similar Articles with Keyword 'Hidden Markov model'

Downloads: 103

Review Papers, Computer Science & Engineering, India, Volume 4 Issue 4, April 2015

Pages: 1769 - 1771

A Review of Comparatively Study of Different Speaker Recognition Techniques

Umer Malik

Share this Article

Downloads: 105

Survey Paper, Computer Science & Engineering, India, Volume 5 Issue 11, November 2016

Pages: 1744 - 1747

A Survey on Optimal Web Service Selection

Dipti Gumfawar, Manjushree Mahajan

Share this Article

Similar Articles with Keyword 'Support vector machine'

Downloads: 136 | Weekly Hits: ⮙2 | Monthly Hits: ⮙4

Research Paper, Computer Science & Engineering, India, Volume 9 Issue 11, November 2020

Pages: 457 - 461

Artificial Intelligence for Hiring

Ishan Borker, Ashok Veda

Share this Article

Downloads: 47

Research Paper, Computer Science & Engineering, India, Volume 10 Issue 2, February 2021

Pages: 1682 - 1686

Support Vector Machine Based MRI Brain Tumor Detection

Nazima Yousuf, Mrigana Walia

Share this Article

Similar Articles with Keyword 'Hybrid'

Downloads: 39

Research Paper, Computer Science & Engineering, India, Volume 10 Issue 2, February 2021

Pages: 1663 - 1668

PAPR Reduction in OFDM System using Clipping and Filtering based new Hybrid VLM Pre-Coded SLM

Muneeb Manzoor Bhat, Preeti Sondhi

Share this Article

Downloads: 92

Survey Paper, Computer Science & Engineering, India, Volume 5 Issue 7, July 2016

Pages: 1057 - 1058

Survey on Novel Hybrid Techniques in EAACK for Prevention of Attacks in MANETS

Pranita Prakash Kulkarni

Share this Article

Similar Articles with Keyword 'Classifiers'

Downloads: 2 | Weekly Hits: ⮙2 | Monthly Hits: ⮙2

Research Paper, Computer Science & Engineering, India, Volume 10 Issue 10, October 2021

Pages: 214 - 218

A Recognition System for Handwritten Digits Using CNN

Ayesha Siddiqa, Chakrapani D S

Share this Article

Downloads: 36

Research Paper, Computer Science & Engineering, India, Volume 10 Issue 3, March 2021

Pages: 1179 - 1182

Face Detection Using Haar Cascade Classifiers

Bhavana R. Maale, Dr. Suvarna Nandyal

Share this Article

Similar Articles with Keyword 'Multiple'

Downloads: 155

Research Paper, Computer Science & Engineering, India, Volume 6 Issue 8, August 2017

Pages: 868 - 874

Study of Power Management in Adhoc Networks

Anandhi Giri, S. K. Srivatsa

Share this Article

Downloads: 1

Research Paper, Computer Science & Engineering, India, Volume 3 Issue 6, June 2014

Pages: 1884 - 1886

Performance Analysis of Clustal W Algorithm on Linux Cluster

Swati Jasrotia, Salam Din

Share this Article

Similar Articles with Keyword 'classifier'

Downloads: 136 | Weekly Hits: ⮙2 | Monthly Hits: ⮙4

Research Paper, Computer Science & Engineering, India, Volume 9 Issue 11, November 2020

Pages: 457 - 461

Artificial Intelligence for Hiring

Ishan Borker, Ashok Veda

Share this Article

Downloads: 515 | Weekly Hits: ⮙2 | Monthly Hits: ⮙8

Research Paper, Computer Science & Engineering, India, Volume 9 Issue 7, July 2020

Pages: 1454 - 1458

Heart Disease Prediction with Machine Learning Approaches

Megha Kamboj

Share this Article

Similar Articles with Keyword 'systems'

Downloads: 156

Research Paper, Computer Science & Engineering, India, Volume 6 Issue 11, November 2017

Pages: 338 - 384

Managing Uncertainty in Supply Chain Operating Cost Using Genetic Algorithm

Dr. Niju P. Joseph, Dr. Priyanka Surendran

Share this Article

Downloads: 1

Research Paper, Computer Science & Engineering, India, Volume 3 Issue 6, June 2014

Pages: 1884 - 1886

Performance Analysis of Clustal W Algorithm on Linux Cluster

Swati Jasrotia, Salam Din

Share this Article

Similar Articles with Keyword 'Hidden'

Downloads: 75

Review Papers, Computer Science & Engineering, India, Volume 3 Issue 11, November 2014

Pages: 1936 - 1938

A Mining Method to Predict Patients DOSH

Ruchi Rathor, Pankaj Agarkar

Share this Article

Downloads: 98

Research Paper, Computer Science & Engineering, Kenya, Volume 7 Issue 5, May 2018

Pages: 1409 - 1411

Students Performance Prediction Using FP-Tree Data Mining Techniques

Eliakim Ombati Akama

Share this Article

Similar Articles with Keyword 'Markov'

Downloads: 40

Research Paper, Computer Science & Engineering, China, Volume 9 Issue 4, April 2020

Pages: 1544 - 1554

Recent Developments on Probabilistic Graphical Model Applied in Data Analysis

Kan'Sam Nadjak, Guisheng Yin

Share this Article

Downloads: 102

Research Paper, Computer Science & Engineering, India, Volume 4 Issue 6, June 2015

Pages: 2591 - 2595

DASU: High Quality Video Streaming Over Multiple Wireless Access Network Using Real Time Adaptive Algorithm

Prathibha T P

Share this Article

Similar Articles with Keyword 'model'

Downloads: 156

Research Paper, Computer Science & Engineering, India, Volume 6 Issue 11, November 2017

Pages: 338 - 384

Managing Uncertainty in Supply Chain Operating Cost Using Genetic Algorithm

Dr. Niju P. Joseph, Dr. Priyanka Surendran

Share this Article

Downloads: 86 | Weekly Hits: ⮙1 | Monthly Hits: ⮙1

Research Paper, Computer Science & Engineering, India, Volume 9 Issue 10, October 2020

Pages: 1626 - 1628

Image Noise Reduction with Autoencoder using Tensor Flow

Jai Sehgal, Dr Yojna Arora

Share this Article

Similar Articles with Keyword 'Support'

Downloads: 136 | Weekly Hits: ⮙2 | Monthly Hits: ⮙4

Research Paper, Computer Science & Engineering, India, Volume 9 Issue 11, November 2020

Pages: 457 - 461

Artificial Intelligence for Hiring

Ishan Borker, Ashok Veda

Share this Article

Downloads: 515 | Weekly Hits: ⮙2 | Monthly Hits: ⮙8

Research Paper, Computer Science & Engineering, India, Volume 9 Issue 7, July 2020

Pages: 1454 - 1458

Heart Disease Prediction with Machine Learning Approaches

Megha Kamboj

Share this Article

Similar Articles with Keyword 'vector'

Downloads: 136 | Weekly Hits: ⮙2 | Monthly Hits: ⮙4

Research Paper, Computer Science & Engineering, India, Volume 9 Issue 11, November 2020

Pages: 457 - 461

Artificial Intelligence for Hiring

Ishan Borker, Ashok Veda

Share this Article

Downloads: 515 | Weekly Hits: ⮙2 | Monthly Hits: ⮙8

Research Paper, Computer Science & Engineering, India, Volume 9 Issue 7, July 2020

Pages: 1454 - 1458

Heart Disease Prediction with Machine Learning Approaches

Megha Kamboj

Share this Article

Similar Articles with Keyword 'machine'

Downloads: 136 | Weekly Hits: ⮙2 | Monthly Hits: ⮙4

Research Paper, Computer Science & Engineering, India, Volume 9 Issue 11, November 2020

Pages: 457 - 461

Artificial Intelligence for Hiring

Ishan Borker, Ashok Veda

Share this Article

Downloads: 515 | Weekly Hits: ⮙2 | Monthly Hits: ⮙8

Research Paper, Computer Science & Engineering, India, Volume 9 Issue 7, July 2020

Pages: 1454 - 1458

Heart Disease Prediction with Machine Learning Approaches

Megha Kamboj

Share this Article
Top