Automatic recognition of speakers' age and gender on the basis of empirical studies

INTERSPEECH 2006 and 9th International Conference on Spoken Language Processing, INTERSPEECH 2006 - ICSLP

Volumn 5, Issue , 2006, Pages 2118-2121

  Müller, Christian ^a  

^a GERMAN RESEARCH CENTER FOR ARTIFICIAL INTELLIGENCE DFKI   (Germany)

Author keywords

Age and gender recognition; Machine learning; Speaker classification

Indexed keywords

ARTIFICIAL INTELLIGENCE; CLASSIFICATION (OF INFORMATION); LEARNING SYSTEMS;

AGE AND GENDER RECOGNITION; APPLICATION EXAMPLES; AUTOMATIC RECOGNITION; CLASSIFICATION ACCURACY; CLASSIFICATION METHODS; PARALINGUISTIC INFORMATION; REPRESENTATIVE SELECTION; SPEAKER CLASSIFICATION;

SPEECH RECOGNITION;

EID: 44949136462     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (11)

1. Wolfgang Wahlster, Verbmobil: Foundations of Speech-To-Speech Translation, Ellis Horwood Series in Artificial Intelligence. Springer, Berlin - Heidelberg - New York, 2000.
2. Christian Müller, "Multimodal Dialog in a Pedestrian Navigation System," in Proceedings of ISCA Tutorial and Research Workshop on Multi-Modal Dialogue in Mobile Environments, Kloster Irsee, Germany, 2002, pp. 42-44.
3. Rainer Wasinger, Christoph Stahl, and Antonio Krüger, "M3I in a Pedestrian Navigation & Exploration System," in Proceedings of the Fourth International Symposium on Human Computer Interaction with Mobile Devices, Pisa, Italy, 2003, pp. 481-485.
4. Christian Müller, F. Wittig, and J. Baus, "Exploiting Speech for Recognizing Elderly Users to Respond to their Special Needs," in Proceedings of the Eighth European Conference on Speech Communication and Technology (Eurospeech 2003), Geneva, Switzerland, 2003, pp. 1305-1308.
5. Christian Müller, Zweistufige kontextsensitive Sprecherklassifikation am Beispiel von Alter und Geschlecht [Two-layered Context-Sensitive Speaker Classification on the Example of Age and Gender], Ph.D. thesis, Computer Science Institute, University of the Saarland, Germany, 2005.
6. Florian Schiel, "Speech and Speech-Related Resources at BAS," in Proceedings of the First International Conference on Language Resources and Evaluation, Granada, Spain, 1998, pp. 343-349.
7. J. et Al. Garofolo, DARPA TIMIT CD-ROM: An Acoustic Phonetic Continous Speech Database, National Institute of Standards and Technology, Gaithersburg, MD, USA, 1998.
8. Paul Boersma, "PRAAT, a system for doing phonetics by computer," Glot International, vol. 9, no. 5, pp. 341-345, 2001.
9. D.C. Smith, J.L. Townsend, D. Nelson, and D. Richman, "A Multivariate Speech Activity Detector Based on the Syllable Rate," in IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP '99), Phoenix, USA, March 1999, pp. 73-76.
10. Nelson Morgan and Eric Fosler, "Combining Multiple Estimators of Speaking Rate," in Proceedings of the 23rd International Conference on Acoustics, Speech, and Signal Processing (ICASSPP'98), may 1998, pp. 729-732.
11. R.J. Baken and R.F. Orlikoff, Clinical Measurement of Speech and Voice, Singular Publishing Group, San Diego, Ca, USA, 2. edition, 2000.