Dynamic Speech ModelsTheory, Algorithms, and Applications phần 1 pot
Dynamic Speech ModelsTheory, Algorithms, and Applications phần 1 pot
... of the publisher.
Dynamic Speech Models, Theory, Algorithms, and Applications
Li Deng
www.morganclaypool.com
15 98290649 paper Deng
15 98290657 ebook Deng
DOI: 10 .2200/S00028ED1V01Y200605SAP002
A ... MOBK024-LiDeng.cls May 24, 2006 8 :16
Dynamic Speech Models
Theory, Algorithms, and Applications
Li Deng
Microsoft Research
Redmond, Washington, USA
SYNTHESIS LECTURES ON...
Dynamic Speech ModelsTheory, Algorithms, and Applications phần 3 pot
... 2006 12 :56
A GENERAL MODELING AND COMPUTATIONAL FRAMEWORK 19
)1(
1
S
)1(
2
S
)1(
3
S
)1(
4
S
)1(
T
S
)2(
1
S
)2(
2
S
)2(
3
S
)2(
4
S
)2(
T
S
)(
1
L
S
)(
2
L
S
)(
3
L
S
)(
4
L
S
)(L
T
S
1
t
2
t
3
t
K
t
4
t
FIGURE2.3: ... MOBK024-LiDeng.cls May 30, 2006 12 :56
A GENERAL MODELING AND COMPUTATIONAL FRAMEWORK 15
)1(
1
S
)1(
2
S
)1(
3
S
)1(
4
S
)1(
T
S...
Dynamic Speech ModelsTheory, Algorithms, and Applications phần 2 pps
... IML/FFX P2: IML/FFX QC: IML/FFX T1: IML
MOBK024- 01 MOBK024-LiDeng.cls May 24, 2006 8:6
1
CHAPTER 1
Introduction
1. 1 WHAT ARE SPEECH DYNAMICS?
In a broad sense, speech dynamics are time-varying or ... subject
of dynamic speech modeling a much more comprehensive and rigorous treatment from both
scientific and technological perspectives.
1. 2 WHAT ARE MODELS OF SPEECH DYNAM...
Dynamic Speech ModelsTheory, Algorithms, and Applications phần 4 doc
... [24,42,48,49, 84,85 ,10 7 11 2]);
•
model with abstract dynamics (e.g., [42,44 ,10 7 ,11 3]).
The VTR dynamics are a special type of task dynamics, with the acoustic goal or “task”
of speech production ... hidden dynamic models can be
broadly classified into
•
articulatory dynamic model (e.g., [46,54,58,59,78,79 ,10 3 ,10 4]);
•
task -dynamic model (e.g., [10 5 ,10 6]);
•
vocal tract re...
Dynamic Speech ModelsTheory, Algorithms, and Applications phần 5 pdf
... i
t
|o
N
1
)
=
s
t +1
i
t +1
p(s
t
, i
t
, s
t +1
, i
t +1
|o
N
1
)
=
s
t +1
i
t +1
p(s
t
, i
t
, s
t +1
, i
t +1
|o
N
1
)p(s
t +1
, i
t +1
|o
N
1
)
=
s
t +1
i
t +1
p(s
t
, i
t
, s
t +1
, i
t +1
|o
t
1
)γ ... i
N
1
|o
N
1
) log p(s
N
1
, i
N
1
, o
N
1
) (4.9)
=
s
N
1
i
N
1
p(s
N
1
, i
N
1
|o
N
1
) log p(o
N
1
|s
N
1
, i
N
1
)
...
Dynamic Speech ModelsTheory, Algorithms, and Applications phần 6 pptx
... =
S
s
t
=1
C
i
t
=1
α(s
t
, i
t
)p(s
t +1
, i
t +1
|s
t
, i
t
, i
t 1
)p(o
t +1
|s
t +1
, i
t +1
), (4.50)
where
p(o
t +1
|s
t +1
= s, i
t +1
= i) = N(o
t +1
; F(x
t +1
[i]) +h
s
, D
s
),
and
p(s
t +1
= s, i
t +1
= i ... i) ≡ p(o
N
t +1
|s
t
= s, i
t
= i)is
β(s
t
, i
t
) =
S
s
t +1
=1
C
i
t +1
=1
β(s
t +1
, i
t +1
)p(s
t +1
, i
t +1
|s
t
, i
t
, i
t 1
)p(o...
Dynamic Speech ModelsTheory, Algorithms, and Applications phần 7 pps
... extracts, reorganizes, and expands the materials published in [10 9 ,11 5 ,11 6,
12 4], fitting these materials into the general theme of dynamic speech modeling in this book.
5 .1 OVERVIEW OF THE HIDDEN ... SCORE
0 1. 7680
1 2.0 813
2 2.0 918
3 2 .12 09
5 2 .12 20
20 2 .12 22
P1: IML/FFX P2: IML
MOBK024-05 MOBK024-LiDeng.cls April 26, 2006 14 :3
MODELS WITH CONTINUOUS-VALUED HID...
Dynamic Speech ModelsTheory, Algorithms, and Applications phần 8 ppt
... Figs. 5 .10 –5 .12 , respectively, for
P1: IML/FFX P2: IML
MOBK024-05 MOBK024-LiDeng.cls April 26, 2006 14 :3
80 DYNAMIC SPEECH MODELS
2 3 4 5 6 7 8 9 10
200
400
600
800
10 00
12 00
14 00
16 00
18 00
2000
/ε/
Speaking ... variations.
P1: IML/FFX P2: IML
MOBK024-05 MOBK024-LiDeng.cls April 26, 2006 14 :3
MODELS WITH CONTINUOUS-VALUED HIDDEN SPEECH TRAJECTORIES 81
40 50 60 70 80...
Dynamic Speech ModelsTheory, Algorithms, and Applications phần 9 ppsx
... System and Three Versions of the HTM System
ACC % CORR % SUB % DEL % INS %
HMM 71. 43 73.64 17 .14 9.22 2. 21
HTM -1 74. 31 77.76 16 .23 6. 01 3.45
HTM-2 74.59 77.73 15 . 61 6.65 3 .14
HTM-3 75.07 78.28 15 .94 ... 10 0 15 0 200 250 300 350
0 50 10 0 15 0 200 250 300 350
1
0
1
−0.5
0
0.5
−2
1
0
1
2
Frame (10 ms)
C1
C2
C3
FIGURE 5 .10 : Linear cepstra with order one...
Dynamic Speech ModelsTheory, Algorithms, and Applications phần 10 ppt
... IEEE.
P1: IML/FFX P2: IML
MOBK024-BIB MOBK024-LiDeng.cls May 16 , 2006 17 :39
10 0 DYNAMIC SPEECH MODELS
[77] S.Maeda. “Onarticulatoryandacousticvariabilities,” J.Phonetics,Vol. 19 ,19 91, pp.3 21
3 31.
[78] ... 19 93,
pp. 10 1 11 9.
[93] P. Kenny, M. Lennig, and P. Mermelstein. “A linear predictive HMM for vector-valued
P1: IML/FFX P2: IML
MOBK024-BIB MOBK024-LiDeng.cls May 16...
Từ khóa:
- the discrete fourier transform theory algorithms and applications pdf
- digital signal processing principles algorithms and applications
- entropy guided transformation learning algorithms and applications
- digital signal processing principles algorithms and applications solutions pdf
- digital signal processing principles algorithms and applications 4th edition solution manual
- digital signal processing principles algorithms and applications solution manual pdf
- digital signal processing principles algorithms and applications 4th edition free download
- digital signal processing principles algorithms and applications solution