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ICMCS
2005
IEEE
140views Multimedia» more  ICMCS 2005»
14 years 2 months ago
CSR: Speaker Recognition from Compressed VoIP Packet Stream
VoIP applications require the ability to identify speakers in real time. This paper presents Compressed Speaker Recognition (CSR), an innovative approach to perform speaker recogn...
Charu C. Aggarwal, David P. Olshefski, Debanjan Sa...
IDEAL
2003
Springer
14 years 1 months ago
GMM Based on Local Fuzzy PCA for Speaker Identification
To reduce the high dimensionality required for training of feature vectors in speaker identification, we propose an efficient GMM based on local PCA with Fuzzy clustering. The prop...
JongJoo Lee, JaeYeol Rheem, Ki Yong Lee
ICMCS
2007
IEEE
96views Multimedia» more  ICMCS 2007»
14 years 2 months ago
Role Recognition in Broadcast News using Bernoulli Distributions
This work presents an approach for the recognition of the roles played by speakers participating in radio broadcast news (e.g. anchorman or guest). The approach includes two main ...
Alessandro Vinciarelli
TASLP
2011
13 years 3 months ago
Estimating Dominance in Multi-Party Meetings Using Speaker Diarization
—With the increase in cheap commercially available sensors, recording meetings is becoming an increasingly practical option. With this trend comes the need to summarize the recor...
Hayley Hung, Yan Huang, Gerald Friedland, Daniel G...
ICMCS
2006
IEEE
180views Multimedia» more  ICMCS 2006»
14 years 2 months ago
Automatic Speaker Segmentation using Multiple Features and Distance Measures: A Comparison of Three Approaches
This paper addresses the problem of unsupervised speaker change detection. Three systems based on the Bayesian Information Criterion (BIC) are tested. The first system investigat...
Margarita Kotti, Luis P. M. Martins, Emmanouil Ben...