Hierarchical speaker identification using speaker clustering

  title={Hierarchical speaker identification using speaker clustering},
  author={Bing Sun and Wenju Liu and Qiuhai Zhong},
  journal={International Conference on Natural Language Processing and Knowledge Engineering, 2003. Proceedings. 2003},
We explore an approach to speaker identification called speaker clustering in the GMM-based speaker recognition system in order to reduce the computational complexity. The ISODATA algorithm adapted for our purpose works well when we cluster speakers whose acoustic characteristics are similar to a distance measure. The time spent on HSI (hierarchical speaker identification) is approximately 30.3 percent more than that spent on CSI (conventional speaker identification) when the number of… CONTINUE READING
Highly Cited
This paper has 33 citations. REVIEW CITATIONS


Publications citing this paper.
Showing 1-10 of 16 extracted citations


Publications referenced by this paper.
Showing 1-10 of 11 references

Hazen , Rapid Speaker Adaptation Using Speaker Clustering

  • Yuqing Gao, Ernest J. Pusateri, J. Timothy
  • 2002

Reynolds and Richard C . Rose , Robust Text - Independent Speaker Identification Using Gaussian Mixture Speaker Models

  • A. Douglas
  • , Rapid Speaker Adaptation Using Speaker…
  • 2002

Pattern Recognition

  • Zaoqi Bian, Xuegong Zhang
  • 2000
1 Excerpt

Handbook of Standards and Resources for Spoken Language Systems. chapter 11

  • F. Bimbot, G. Chollet
  • Mouton de Gruyter,
  • 1997
1 Excerpt

Rose , Robust TextIndependent Speaker Identification Using Gaussian Mixture Speaker Models

  • Douglas A. Reynolds, C. Richard
  • IEEE Transaction on Speech and Audio Processing
  • 1995

M . Beigi . St . H . Mace and Jeffrey , S . Sorensen , A Distance Measure ' between Collections of Distributions and Its Application to Speaker recognition

  • S. Homayoon
  • J . Roy . Stat . Soc
  • 1977

Similar Papers

Loading similar papers…