Dynamic Speech ModelsTheory, Algorithms, and Applications phần 10 ppt
Dynamic Speech ModelsTheory, Algorithms, and Applications phần 10 ppt
... over 200 technical papers and book chapters, and is inventor and co-inventor of
numerous U.S. and international patents. He co-authored the book Speech Processing—A
Dynamicand Optimization-OrientedApproach”(2003, ... Richards, and
M. Schuster. “Initial evaluation of hidden dynamic models on conversational speech, ”
IEEE Proc. ICASSP, Vol. 1, 1999, pp 109 –112.
[108 ] R. Togner...
Dynamic Speech ModelsTheory, Algorithms, and Applications phần 6 pptx
... WITH DISCRETE-VALUED HIDDEN SPEECH DYNAMICS 51
where i
t
, i
t−1
, and i
t−2
denote the discretization indices of the hidden dynamic variables at time
frames t, t − 1, and t − 2, respectively.
4.2.3 ... since the VTR bandwidths are known to
be highly variable with respect to the acoustic environment [120], and to be less correlated
with the phonetic content of speech and with hu...
Dynamic Speech ModelsTheory, Algorithms, and Applications phần 8 ppt
... CONTINUOUS-VALUED HIDDEN SPEECH TRAJECTORIES 77
0
500
100 0
1500
2000
2500
γ = [0.85], D =100
0
500
100 0
1500
2000
2500
(b)
(a)
γ = [0.75]
0 20 40 60 80 100 120
0
500
100 0
1500
2000
2500
(c) ... Eq. (5 .10) is
σ
2
z(k)
( f ) =
L
l=1
v
k
(l)σ
2
T
(l, f ). (5.11)
In Eqs. (5.8) and (5 .10) , a
k
and v
k
are frame (k)-dependent vectors. They are constructed
for any given phone se...
Dynamic Speech ModelsTheory, Algorithms, and Applications phần 1 pot
... MOBK024-LiDeng.cls May 24, 2006 8:16
Dynamic Speech Models
Theory, Algorithms, and Applications
i
P1: IML/FFX P2: IML
MOBK024-FM MOBK024-LiDeng.cls May 24, 2006 8:16
iv
ABSTRACT
Speech dynamics refer to the ... MOBK024-LiDeng.cls May 24, 2006 8:16
Dynamic Speech Models
Theory, Algorithms, and Applications
Li Deng
Microsoft Research
Redmond, Washington, USA
SYNTHESIS LECT...
Dynamic Speech ModelsTheory, Algorithms, and Applications phần 2 pps
... 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 DYNAMICS?
As discussed above, the speech ... do we put the dynamic process of speech into a quantitative form to enable
detailedanalyses? How can weincorporate the knowledge ofspeech dynamics intocomputerized
spe...
Dynamic Speech ModelsTheory, Algorithms, and Applications phần 3 pot
... phonology, target process, and articulatory dynamics
P1: IML/FFX P2: IML
MOBK024-02 MOBK024-LiDeng.cls May 30, 2006 12:56
20 DYNAMIC SPEECH MODELS
2.3.3 Articulatory Dynamic Model
Due to the difficulty ... of
the target random vector t for artificially lengthened speech utterances. For natural speech, and
P1: IML/FFX P2: IML
MOBK024-02 MOBK024-LiDeng.cls May 30, 2006 12:56
A GENERA...
Dynamic Speech ModelsTheory, Algorithms, and Applications phần 4 doc
... hidden dynamic models can be
broadly classified into
•
articulatory dynamic model (e.g., [46,54,58,59,78,79 ,103 ,104 ]);
•
task -dynamic model (e.g., [105 ,106 ]);
•
vocal tract resonance (VTR) dynamic ... acoustic dynamic models, the hidden dynamic models representspeech
structure by the hidden dynamic variables. Depending on the nature of these dynamic variables
in light of m...
Dynamic Speech ModelsTheory, Algorithms, and Applications phần 5 pdf
... synthesizing and expanding the earlier descriptions of this work in [109 ,115,116].
3.4 SUMMARY
This chapter serves as a bridge between the general modeling and computational framework
for speech dynamics ... of dynamic speech modeling confined within the
acoustic stage to the more realistic view of multistage speech dynamics with an intermediate
hidden dynamic layer between the...
Dynamic Speech ModelsTheory, Algorithms, and Applications phần 7 pps
... book.
This chapter extracts, reorganizes, and expands the materials published in [109 ,115,116,
124], fitting these materials into the general theme of dynamic speech modeling in this book.
5.1 OVERVIEW ... initially from a simpler speech model set such as the
HMMs and then be further refined after the dynamic model is learned iteratively. We will
describe this new implementation a...
Dynamic Speech ModelsTheory, Algorithms, and Applications phần 9 ppsx
... HIDDEN SPEECH TRAJECTORIES 85
0 50 100 150 200 250 300 350
0 50 100 150 200 250 300 350
0 50 100 150 200 250 300 350
−1
0
1
−0.5
0
0.5
−2
−1
0
1
2
Frame (10 ms)
C1
C2
C3
FIGURE 5 .10: Linear ... HIDDEN SPEECH TRAJECTORIES 87
0 50 100 150 200 250
−1
−0.5
0
0.5
0 50 100 150 200 250
−0.5
0
0.5
0 50 100 150 200 250
−2
−1
0
1
2
Frame (10 ms)
C1
C2
C3
FIGURE 5.12: Same as Fig. 5...
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