249 search results - page 27 / 50 » Subspace Gaussian Mixture Models for speech recognition |
83
Voted
ICASSP
2009
IEEE
15 years 4 months ago
2009
IEEE
This paper proposes an interpolating extension to hidden Markov models (HMMs), which allows more accurate modeling of natural sounds sources. The model is able to produce observat...
ICASSP
2008
IEEE
15 years 4 months ago
2008
IEEE
This work investigates the use of missing data techniques for noise robust speaker identification. Most previous work in this field relies on the diagonal covariance assumption ...
JDCTA
2010
14 years 4 months ago
2010
In tradition probability statistics model, speaker verification threshold is instability in different test situations. A novel speaker verification method based on Support Vector ...
80
Voted
TASLP
2010
14 years 4 months ago
2010
We present an approach to music identification based on weighted finite-state transducers and Gaussian mixture models, inspired by techniques used in large-vocabulary speech recogn...
ICASSP
2008
IEEE
15 years 4 months ago
2008
IEEE
Speaker recognition using support vector machines (SVMs) with features derived from generative models has been shown to perform well. Typically, a universal background model (UBM)...