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https://github.com/jpate/prosodicParsing
different kinds of HMMs to use for incorporating prosody into basic parsing
https://github.com/jpate/prosodicParsing
Last synced: 3 months ago
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different kinds of HMMs to use for incorporating prosody into basic parsing
- Host: GitHub
- URL: https://github.com/jpate/prosodicParsing
- Owner: jpate
- Created: 2010-12-19T17:03:46.000Z (almost 14 years ago)
- Default Branch: master
- Last Pushed: 2012-05-08T14:12:10.000Z (over 12 years ago)
- Last Synced: 2024-04-18T22:38:22.977Z (7 months ago)
- Language: Scala
- Homepage: http://homepages.inf.ed.ac.uk/s0930006
- Size: 36.2 MB
- Stars: 2
- Watchers: 1
- Forks: 3
- Open Issues: 0
-
Metadata Files:
- Readme: README
Awesome Lists containing this project
- low-resource-languages - prosodicParsing - different kinds of HMMs to use for incorporating prosody into basic parsing. (Software / Utilities)
README
Here are some Hidden Markov Models (HMMs).
PlainHMM is the usual HMM:
q_1 ---> q_2 ---> q_3 ....
| | |
| | |
v v v
o_1 o_2 o_3 ...
TwoOutputHMM has one hidden stream and two output streams:
a_1 a_2 a_3 ...
^ ^ ^
| | |
| | |
q_1 ---> q_2 ---> q_3 ...
| | |
| | |
v v v
o_1 o_2 o_3 ...
CoupledHMM has two hidden streams and two output streams:
a_1 a_2 a_3 ...
^ ^ ^
| | |
| | |
p_1 -->_ p_2 -->_ p_3 ...
\ /| \ /|
\ / \ /
X X
/ \ / \
/ _\| / _\|
q_1 --> q_2 --> q_3 ...
| | |
| | |
v v v
o_1 o_2 o_3 ...
This uses a modified version of mallet (included in the lib directory) whose source can be obtained
from:
https://bitbucket.org/jpate/mallet