Automatic speaker age and gender recognition in the car for tailoring dialog and mobile services

Proceedings of the 11th Annual Conference of the International Speech Communication Association, INTERSPEECH 2010

Volumn , Issue , 2010, Pages 2834-2837

  Feld, Michael ^a   Burkhardt, Felix ^b   Müller, Christian ^a  

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

^b DEUTSCHE TELEKOM LABORATORIES   (Germany)

Author keywords

Age recognition; Automotive; Personalization

Indexed keywords

AUTOMOBILE MANUFACTURE; GAUSSIAN DISTRIBUTION; SPEECH COMMUNICATION; SUPPORT VECTOR MACHINES; SPEECH RECOGNITION;

AGE AND GENDER RECOGNITION; AGE RECOGNITION; AUTOMOTIVE; CAR MANUFACTURERS; GAUSSIAN MIXTURE MODEL; PERSONALIZATIONS; SPEAKER RECOGNITION; SPOKEN LANGUAGE PROCESSING; AGING SOCIETIES; AUTOMOTIVES; DIGITAL NATIVES; MOBILE SERVICE; USER GROUPS;

SPEECH RECOGNITION; GAUSSIAN DISTRIBUTION;

EID: 79959854220     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (9)

1. T. Bocklet, A. Maier, J. G. Bauer, F. Burkhardt, and E. Nöth, 'Age and Gender Recognition for Telephone Applications Based on GMM Supervectors and Support Vector Machines', in Proceedings of ICASSP 2008, Las Vegas, NV, (2008).
2. L. Cerrato, M. Falcone, and A. Paoloni, 'Subjective age estimation of telephonic voice', Speech Communication, 31(2-3), 107-112, (2000).
3. R. J. Davidse, M. P. Hagenzieker, P. C. van Wolffelaar, and W. H. Brouwer, 'Effects of in-car support on mental workload and driving performance of older drivers', Human Factors: The Journal of the Human Factors and Ergonomics Society, 51(4), 463-476, (2009).
4. A. Gruenstein, J. Orszulak, S. Liu, S. Roberts, J. Zabel, B. Reimer, B. Mehler, S. Seneff, J. Glass, and J. Coughlin, 'City browser: developing a conversational automotive hmi', in Proceedings of the 27th international conference extended abstracts on Human factors in computing systems, pp. 4291-4296, Boston, MA, USA, (2009). ACM New York, NY, USA.
5. N. Minematsu, K. Yamauchi, and K. Hirose, 'Automatic Estimation of Perceptual Age Using Speaker Modeling Techniques', in Proceedings of Eurospeech 2003), pp. 3005 - 3008, Geneva, Switzerland, (2003).
6. P.H. Ptacek and E.K. Sander, 'Age recognition from voice', Journal of Speech and Hearing Research, 9, 273-277, (1966).
7. S. Schötz, Perception, Analysis and Synthesis of Speaker Age, Ph.D. dissertation, University of Lund, Sweden, 2006.
8. S. Schötz, 'Acoustic Analysis of Adult Speaker Age', in Speaker Classification, ed., Christian Müller, volume 4343 of Lecture Notes in Computer Science / Artificial Intelligence, Springer, Heidelberg - Berlin - New York, (2007). this issue.
9. J. M. Wood, 'Aging, driving and vision', Clinical and Experimental Optometry, 85(4), 214-220, (2002).