Automatic classification of speaker characteristics
@article{Nguyen2010AutomaticCO, title={Automatic classification of speaker characteristics}, author={Phuoc Nguyen and D. Tran and X. Huang and D. Sharma}, journal={International Conference on Communications and Electronics 2010}, year={2010}, pages={147-152} }
An automatic voice-based classification system of speaker characteristics including age, gender and accent is presented in this paper. Speakers are grouped according to their characteristics and their speech features are then extracted to train speaker group models using different classification techniques. Finally fusion of classification results for those speaker groups is performed to obtain results for each speaker characteristic. The ANDOSL Australian speech database consisting of 108… CONTINUE READING
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References
SHOWING 1-10 OF 32 REFERENCES
Automatic estimation of one's age with his/her speech based upon acoustic modeling techniques of speakers
- Computer Science
- 2002 IEEE International Conference on Acoustics, Speech, and Signal Processing
- 2002
- 73
- PDF
Comparison of Four Approaches to Age and Gender Recognition for Telephone Applications
- Computer Science
- 2007 IEEE International Conference on Acoustics, Speech and Signal Processing - ICASSP '07
- 2007
- 143
- PDF
Voice signatures
- Computer Science
- 2003 IEEE Workshop on Automatic Speech Recognition and Understanding (IEEE Cat. No.03EX721)
- 2003
- 120
Robust text-independent speaker identification using Gaussian mixture speaker models
- Computer Science
- IEEE Trans. Speech Audio Process.
- 1995
- 3,023
- PDF
Automatic accent classification of foreign accented Australian English speech
- Computer Science
- Proceeding of Fourth International Conference on Spoken Language Processing. ICSLP '96
- 1996
- 59
- PDF