Comparative Deep Network Analysis of Speech Emotion Recognition Models using Data Augmentation
Author:
Affiliation:
1. Amrita School of Computing,Department of Computer Science and Engineering,Bengaluru,India
2. Amrita School of Computing,Department of Electrical and Communication Engineering,Bengaluru,India
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx7/10051168/10051187/10051557.pdf?arnumber=10051557
Reference28 articles.
1. Hidden Markov model-based speech emotion recognition
2. Feature extraction methods lpc, plp and mfcc in speech recognition;dave;International Journal for Advance Research in Engineering and Technology,2013
3. Gmm supervector based svm with spec-tral features for speech emotion recognition;hu;2007 IEEE International Conference on Acoustics Speech and Signal Processing-ICASsp'07,2007
4. Emotion recognition based on phoneme classes
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