??????????????

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????????
????? ?????????????? ???? A Study on the Next
Generation Automatic Speech Recognition -- Phase
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??? ??? 2011//7/12
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??????????
??????????
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??????(automatic speech recognition,
ASR)?????????????,??????????????????????,?????????
??,???????????????????,??????????????,????????????
???????????????(hidden Markov model)???????(artifi
cial neural network),??????,???????????????????? ?
???????(corpus-based)??,???????????????(knowledge-
ignorant modeling),????????? ??????????????????,?
?????????(knowledge-based)??????(data-driven)???,?
?????????????,????????????????
4
???????????????????,???2005???????????????????????
???,??????,??????,??????????
??????????????,?????????????????,????????????
5
2008????????????????????????????-?????,???????????
,?????????????????
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?????????
?????????
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??????????????,?????????????????????,?????????????
?????????????,?????????,???????
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???????????? (???) --- ????(?)
?????????????? (1)???????? (2)????????? (3)????(A
udio Segmentation)????? (4)??????(Automatic
Phoneme Segmentation)????? (5)????????(Feature
Selection)????? (6)?????????????
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?????????????? (???) --- ????(?)
???????????????,??????????????????,???????????????
??? (1) ????????????? (2) ??????????????????????
(3) ???????????????????? (4) ?????????????????????
???
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???????????,???? (???) --- ????(?)?????(?)
??????????????(?)?????(?)? ????(?)??????? (1)????
??????????????????? (2)???????????????????????????
? (3)????????????????????????????? ????(?)???????
?????(Viterbi Decoding)???,????????,??????????(Hid
den Markov Model)?????(Graphical
Model)??????(Conditional Random
Field)??????(Maximum Entropy Model)????(Decision
Tree)??????(Support Vector Machine)??
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?????????????? (???) --- ????(?)?????(?)
???????????????????????,????????????,????????????,
?????????? ???????????? (1)??????????,???????????
??? (2)????????????????????????????????? (3)?????
????????????????????????
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???????????????????? (???) --- ????(?)
???????????? (1) ?HMM????????????? (2)
??????(syllable boundary landmark)???? (3)
???????????? (4) ???????????????????
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??????????????????? (???) --- ????(?))
????????????(?),???????,??,????????,???????local
time-frequency cues,??????locus,contrast?supra-seg
ment??,??????time-frequency cues,?????????????????
?????,??????environment-invariant
features??????????????????? ?????? (1)
?????????????? (2) ??????????? (3)
?????????????,Universal phone detector?Robust
word detector ? (4) ??(Offline)???(real-time)????
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?????????
???????????????????????????????,?????????? (1)
???????? (2) ???????? (3) ?????????? (4)
???????? http//diana.ee.nthu.edu.tw/NGASR/
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????????????
???????
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????(?) ???????????? (???) ?????????????(???) ????
????????(???) ??????????????(???)
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????(?) ??????(conditional random
field)????????????(???) ?????(random
forest)??????????(???) ??????(voice onset
time)???(???) ????Gabor Feature???????????????(???
)
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????(?) ????????????(???) ?HMM????????????????????
??(???) ???????(Toolkit)????(???) ????????(Course
Lecture Corpus)????(???) TCC300???????????(???)
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????(?) ???????(Hierarchical Structure)??????(???)
??Gabor Feature?MFCC,??????????(MLP)???????(Tande
m System),?????????(???)
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????(?) ????????????????????(???) ??????(discourse
Prosody Context)????(???) ?????????(NTU Lecture
corpus)???????(???) ??????????????????????????????
(???)
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?????
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Automatic Phone Alignment and Recognition Detectio
n of Burst Onset Using Random Forest Technique
and Its Application to Voice Onset Time
Estimation Speech Recognition Integrating Gabor
Features with a Hierarchical structure Discourse
Prosodic Attributes, Boundary Information and
Prosodic Highlight High-Resolution Phone Boundary
Detection Using Sample-Based Acoustic
Parameters ??????????????????????