Fractal dimension pattern-based multiresolution analysis for rough estimator of speaker-dependent audio emotion recognition
@article{Cheng2017FractalDP, title={Fractal dimension pattern-based multiresolution analysis for rough estimator of speaker-dependent audio emotion recognition}, author={Miao Cheng and A. Tsoi}, journal={Int. J. Wavelets Multiresolution Inf. Process.}, year={2017}, volume={15}, pages={1-17} }
As a general means of expression, audio analysis and recognition has attracted much attentions for its wide applications in real-life world. Audio emotion recognition (AER) attempts to understand emotional states of human with the given utterance signals, and has been studied abroad for its further development on friendly human-machine interfaces. Distinguish from other existing works, the person-dependent patterns of audio emotions are conducted, and fractal dimension features are calculated… CONTINUE READING
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References
SHOWING 1-10 OF 29 REFERENCES
Time-Frequency Feature Representation Using Multi-Resolution Texture Analysis and Acoustic Activity Detector for Real-Life Speech Emotion Recognition
- Computer Science, Medicine
- Sensors
- 2015
- 20
- PDF
Emotion recognition for human-machine communication
- Psychology, Computer Science
- 2008 IEEE/RSJ International Conference on Intelligent Robots and Systems
- 2008
- 40
Bimodal fusion of emotional data in an automotive environment
- Computer Science
- Proceedings. (ICASSP '05). IEEE International Conference on Acoustics, Speech, and Signal Processing, 2005.
- 2005
- 89
- PDF
The Montreal Affective Voices: A validated set of nonverbal affect bursts for research on auditory affective processing
- Psychology, Medicine
- Behavior research methods
- 2008
- 309
- PDF
Multi-scale classification of disease using structural MRI and wavelet transform
- Computer Science, Medicine
- NeuroImage
- 2012
- 58
- PDF
Nonparametric Feature Extraction via Direct Maximum Margin Alignment
- Computer Science
- 2011 10th International Conference on Machine Learning and Applications and Workshops
- 2011
- 4
The adaptation of machine conversational speed to speaker utterance speed in human-machine communication
- Computer Science
- IEEE Trans. Syst. Man Cybern.
- 1990
- 13