20100615-IBISML-makino

Infinite Hidden Markov Models
x
x x
H
x
x
x
x
x
x
x
Size
x
x
x
x
x
x x
x x
Stickiness
x
x x
x
x
x
x
x
x
x x
x x
x x
x
x
x
x
x x
G 0
x
x
x
Density
x
Gs t-1
x
x
x
0
∞
x
s 0
b
x
x
x
x
x x
x
s
t
G
x
x x
e
G
t
i
s
x
t-1
s
, H x
t
x
x
x
, G
E
s
, E
t-1
s
t
x
x
x
x
x
x
x
x x
x
x
x
~ some x distribution
x
x
x
x
i
x
~ DP( x
, Hx
)
x
, G ~ DP(
0
~
~
G
E
x
t
t-1
x x
s
s
0
, G)
x
x
x
x x
Es t
s 1 s 2 s 3 s 4 s 5
e 1 e 2 e 3 e 4 e 5
x
80
x