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Unsupervised Methods for Speaker Diarization: An Integrated and Iterative Approach
Bayesian nonparametric inference factor analysis HDP-HMM i-vectors principal component analysis speaker clustering speaker diarization spectral clustering variational Bayes
2014/11/27
Unsupervised Methods for Speaker Diarization: An Integrated and Iterative Approach.
On the Use of Spectral and Iterative Methods for Speaker Diarization
speaker diarization factor analysis Total Variability spectral clustering
2014/11/27
This paper extends upon our previous work using i-vectors for speaker diarization. We examine the effectiveness of spectral clustering as an alternative to our previous approach using Kmeans clusterin...
Exploiting Intra-Conversation Variability for Speaker Diarization
speaker diarization factor analysis Total Variability principal component analysis
2014/11/27
In this paper, we propose a new approach to speaker diarization based on the Total Variability approach to speaker verification. Drawing on previous work done in applying factor analysis priors to the...