Automatic classification of speaker characteristics

  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},
  • Phuoc Nguyen, D. Tran, +1 author D. Sharma
  • Published 2010
  • Computer Science
  • International Conference on Communications and Electronics 2010
  • 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
    6 Citations

    Figures, Tables, and Topics from this paper

    Explore Further: Topics Discussed in This Paper

    A Survey Paper on Gender Identification System using Speech Signal
    Computational Assessment of Interest in Speech—Facing the Real-Life Challenge
    • 5
    • PDF
    Semantic Speech Tagging: Towards Combined Analysis of Speaker Traits
    • 13
    • Highly Influenced
    Study of Word-Level Accent Classication and Gender Factors
    • PDF
    Acoustic correlates for perceived effort levels in male and female acted voices.
    • 4
    • PDF
    Age and Gender Recognition for Speech Applications based on Support Vector Machines
    • 9


    Automatic estimation of one's age with his/her speech based upon acoustic modeling techniques of speakers
    • 73
    • PDF
    Comparison of Four Approaches to Age and Gender Recognition for Telephone Applications
    • Florian Metze, J. Ajmera, +8 authors B. Littel
    • Computer Science
    • 2007 IEEE International Conference on Acoustics, Speech and Signal Processing - ICASSP '07
    • 2007
    • 143
    • PDF
    Voice signatures
    • I. Shafran, M. Riley, M. Mohri
    • Computer Science
    • 2003 IEEE Workshop on Automatic Speech Recognition and Understanding (IEEE Cat. No.03EX721)
    • 2003
    • 120
    Higher-Level Features in Speaker Recognition
    • 81
    • PDF
    Robust text-independent speaker identification using Gaussian mixture speaker models
    • 3,023
    • PDF
    Speaker Characteristics
    • 18
    • PDF
    Fusing high- and low-level features for speaker recognition
    • 112
    • PDF
    Acoustic Analysis of Adult Speaker Age
    • S. Schötz
    • Psychology, Computer Science
    • Speaker Classification
    • 2007
    • 35
    • PDF
    Automatic accent classification of foreign accented Australian English speech
    • Karsten Kumpf, R. King
    • Computer Science
    • Proceeding of Fourth International Conference on Spoken Language Processing. ICSLP '96
    • 1996
    • 59
    • PDF