hmm
所属分类:语音合成
开发工具:Visual C++
文件大小:521KB
下载次数:303
上传日期:2009-05-05 16:47:52
上 传 者:
072021234
说明: hmm的实现,包括训练、解码、评估3个主要部分。压缩包中有hmm教程
(hmm realization, including three main parts-training, decoding and evaluation . There is a Hmm course in the package.)
文件列表:
hmm\backward.c (2012, 1999-05-06)
hmm\backward.o (6484, 1999-05-06)
hmm\baum.c (3968, 1999-05-06)
hmm\baum.o (10772, 1999-05-06)
hmm\CHANGES (1773, 1999-05-06)
hmm\COPYING (17976, 1999-05-06)
hmm\esthmm (71068, 1999-05-06)
hmm\esthmm.c (5365, 1999-05-06)
hmm\esthmm.o (14748, 1999-05-06)
hmm\forward.c (2215, 1999-05-06)
hmm\forward.o (7496, 1999-05-06)
hmm\genseq (47120, 1999-05-06)
hmm\genseq.c (2640, 1999-05-06)
hmm\genseq.o (11192, 1999-05-06)
hmm\hmm\backward.c (2012, 1999-05-06)
hmm\hmm\baum.c (3968, 1999-05-06)
hmm\hmm\Debug\backward.obj (3754, 2009-03-23)
hmm\hmm\Debug\baum.obj (7756, 2009-03-23)
hmm\hmm\Debug\forward.obj (4049, 2009-03-23)
hmm\hmm\Debug\hmm.exe (237618, 2009-03-31)
hmm\hmm\Debug\hmm.ilk (234532, 2009-03-31)
hmm\hmm\Debug\hmm.pch (305936, 2009-03-31)
hmm\hmm\Debug\hmm.pdb (517120, 2009-03-31)
hmm\hmm\Debug\hmmrand.obj (3141, 2009-03-23)
hmm\hmm\Debug\hmmutils.obj (9001, 2009-03-23)
hmm\hmm\Debug\nrutil.obj (16346, 2009-03-23)
hmm\hmm\Debug\vc60.idb (58368, 2009-03-31)
hmm\hmm\Debug\vc60.pdb (61440, 2009-03-31)
hmm\hmm\Debug\viterbi.obj (4820, 2009-03-23)
hmm\hmm\forward.c (2215, 1999-05-06)
hmm\hmm\hmm.dsp (4800, 2009-03-23)
hmm\hmm\hmm.dsw (529, 2009-03-23)
hmm\hmm\hmm.h (2539, 1999-05-06)
hmm\hmm\hmm.ncb (58368, 2009-04-13)
hmm\hmm\hmm.opt (53760, 2009-04-13)
hmm\hmm\hmm.plg (956, 2009-03-31)
hmm\hmm\hmmrand.c (720, 2009-03-23)
hmm\hmm\hmmutils.c (3954, 1999-05-06)
hmm\hmm\main.cpp (542, 2009-03-31)
hmm\hmm\nrutil.c (3980, 1999-05-06)
... ...
$Id: README,v 1.5 19***/03/16 08:21:26 kanungo Exp kanungo $
Package: UMDHMM version 1.02
Author: Tapas Kanungo (kanungo@cfar.umd.edu)
Organization: University of Maryland, Collge Park, MD
Web: http://www.cfar.umd.edu/~kanungo
Date: 19 February, 19***
Updated on 5 May, 1999: see CHANGES file.
Updated on 6 May, 1999: see CHANGES file.
This software contains code for understanding the basics
of hidden Markov models (HMM). The notation used is
very similar to that used by Rabiner and Juang in:
- Rabiner, L. R. and B. H. Juang, "Fundamentals of Speech Recognition,"
Prentice Hall, 1993.
- Rabiner, L. R., "A Tutorial on Hidden Markov Models and Selected
Applications in Speech Recognition, Prov. of IEEE, vol. 77, no. 2,
pp. 257-286, 1***9.
- Rabiner, L. R., and B. H. Juang, "An Introduction to Hidden Markov Models,"
IEEE ASSP Magazine, vol. 3, no. 1, pp. 4-16, Jan. 1***6.
---------------------------------------------
Installation:
---------------------------------------------
--------------------
UNIX: Dec, Sun Solaris, Linux (redhat):
--------------------
Type "make all" at the unix prompt. It should
compile the package.
--------------------
Microsoft NT/95/***:
--------------------
1. Get the GNU package from:
ftp://go.cygnus.com/pub/sourceware.cygnus.com/cygwin/latest/full.exe
This package includes gcc and various commands and
shells (sh, bash, etc.) that make the PC have a unix
like environment.
2. Change to the UMDHMM directory and type "make all".
---------------------------------------------
Executables:
---------------------------------------------
genseq: Generates a symbol sequence using the specified model
testvit: Generates the most like state sequence for a given symbol sequence,
given the HMM, using Viterbi.
esthmm: Estimates the HMM from a given symbol sequence using BaumWelch.
testfor: Computes log Prob(observation|model) using the Forward algorithm.
Note 1: The model test.hmm and sequence test.seq solve exercise 6.3 in
the book by Rabiner and Juang (page 341). Just execute the command:
prompt% testvit test.hmm test.seq
and compare the output with the solution given in the book.
---------------------------------------------
HMM file format:
---------------------------------------------
M=
N=
A:
a11 a12 ... a1N
a21 a22 ... a2N
. . . .
. . . .
. . . .
aN1 aN2 ... aNN
B:
b11 b12 ... b1M
b21 b22 ... b2M
. . . .
. . . .
. . . .
bN1 bN2 ... bNM
pi:
pi1 pi2 ... piN
---------------------------------------------
Sample HMM file:
---------------------------------------------
M= 2
N= 3
A:
0.333 0.333 0.333
0.333 0.333 0.333
0.333 0.333 0.333
B:
0.5 0.5
0.75 0.25
0.25 0.75
pi:
0.333 0.333 0.333
---------------------------------------------
Sequence file format:
---------------------------------------------
T=
o1 o2 o3 . . . oT
---------------------------------------------
Sample sequence file:
---------------------------------------------
T= 10
1 1 1 1 2 1 2 2 2 2
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