Speaker adaptation technique for HMM model

S. KWONG; Q. H. HE; K. F. MAN; K. S. TANG

doi:10.1049/el:19991273

Speaker adaptation technique for HMM model

S. KWONG, Q. H. HE, K. F. MAN, K. S. TANG

Research output: Journal Publications › Journal Article (refereed) › peer-review

1 Citation (Scopus)

Abstract

A new speaker adaptation technique for the hidden Markov model (HMM) based on the maximum model distance (Kwong,: 1998; He, 1999 approach is presented. Experimental results have shown that this technique provides good performance even with a small amount of adaptation data. When these results are compared with those from the Baum-Welch approach and the stochastic matching approaches (Sank, 1996), it is found that the presented approach provides the best performance. © IEE 1999.

Original language	English
Pages (from-to)	1817-1818
Journal	Electronics Letters
Volume	35
Issue number	21
DOIs	https://doi.org/10.1049/el:19991273
Publication status	Published - 14 Oct 1999
Externally published	Yes

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10.1049/el:19991273

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@article{5b1999190c514740a6790b07d55ac1de,

title = "Speaker adaptation technique for HMM model",

abstract = "A new speaker adaptation technique for the hidden Markov model (HMM) based on the maximum model distance (Kwong,: 1998; He, 1999 approach is presented. Experimental results have shown that this technique provides good performance even with a small amount of adaptation data. When these results are compared with those from the Baum-Welch approach and the stochastic matching approaches (Sank, 1996), it is found that the presented approach provides the best performance. {\textcopyright} IEE 1999.",

author = "S. KWONG and HE, \{Q. H.\} and MAN, \{K. F.\} and TANG, \{K. S.\}",

year = "1999",

month = oct,

day = "14",

doi = "10.1049/el:19991273",

language = "English",

volume = "35",

pages = "1817--1818",

journal = "Electronics Letters",

issn = "0013-5194",

publisher = "John Wiley and Sons Inc.",

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TY - JOUR

T1 - Speaker adaptation technique for HMM model

AU - KWONG, S.

AU - HE, Q. H.

AU - MAN, K. F.

AU - TANG, K. S.

PY - 1999/10/14

Y1 - 1999/10/14

N2 - A new speaker adaptation technique for the hidden Markov model (HMM) based on the maximum model distance (Kwong,: 1998; He, 1999 approach is presented. Experimental results have shown that this technique provides good performance even with a small amount of adaptation data. When these results are compared with those from the Baum-Welch approach and the stochastic matching approaches (Sank, 1996), it is found that the presented approach provides the best performance. © IEE 1999.

AB - A new speaker adaptation technique for the hidden Markov model (HMM) based on the maximum model distance (Kwong,: 1998; He, 1999 approach is presented. Experimental results have shown that this technique provides good performance even with a small amount of adaptation data. When these results are compared with those from the Baum-Welch approach and the stochastic matching approaches (Sank, 1996), it is found that the presented approach provides the best performance. © IEE 1999.

UR - https://www.scopus.com/pages/publications/0033204329

U2 - 10.1049/el:19991273

DO - 10.1049/el:19991273

M3 - Journal Article (refereed)

SN - 0013-5194

VL - 35

SP - 1817

EP - 1818

JO - Electronics Letters

JF - Electronics Letters

IS - 21

ER -

Speaker adaptation technique for HMM model

Abstract

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