ICAR Research Data Repository for Knowledge Management
Emotion recognition using multilayer perceptron and generalized feed forward neural network
NOPR - NISCAIR Online Periodicals Repository
View Archive Info| Field | Value | |
| Title |
Emotion recognition using multilayer perceptron and generalized feed forward neural network
|
|
| Creator |
Khanchandani, K B
Hussain, Moiz A |
|
| Subject |
Berlin Emotional Speech Database
Emotion recognition Generalized feed forward neural network (GFFNN) Machine intelligence Multilayer perceptron neural network (MLPNN) |
|
| Description |
367-371
This paper explores performance analysis of multilayer perceptron neural network (MLPNN) and generalized feed forward neural network (GFFNN) for detection of 7 human emotions (neutral, anger, boredom, disgust, fear, happiness, sadness) using speech signals. Overall accuracy was found as follows: MLPNN, 93%; and GFFNN, 99%.s |
|
| Date |
2009-04-13T04:01:46Z
2009-04-13T04:01:46Z 2009-05 |
|
| Type |
Article
|
|
| Identifier |
0022-4456
http://hdl.handle.net/123456789/3787 |
|
| Language |
en_US
|
|
| Publisher |
CSIR
|
|
| Source |
JSIR Vol.68(05) [May 2009]
|
|