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Simple Search
Hits 1 – 8 of 8
1
Rejection Based On A Posteriori Probability Estimated By Mlp With Application
Lin Zhong
;
Jia Liu
;
Runsheng Liu
In: http://www.princeton.edu/~lzhong/publications/ICASSP2000.pdf (2000)
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2
Efficient Embedded Speech Recognition for Very Large Vocabulary Mandarin Car-Navigation Systems
Yanmin Qian
;
Student Member
;
Jia Liu
;
Michael T. Johnson
;
Senior Member
In: http://speechlab.eece.mu.edu/johnson/papers/qian_ce09.pdf
Abstract:
Abstract — Automatic speech recognition (ASR) for a very large vocabulary of isolated words is a difficult task on a resource-limited embedded device. This paper presents a novel fast decoding algorithm for a mandarin speech recognition system which can simultaneously process hundreds of thousands of items and maintain high recognition accuracy. The proposed algorithm constructs a semi-tree search network based on mandarin pronunciation rules, to avoid duplicate syllable matching and save redundant memory. Based on a two-stage fixed-width beam-search baseline system, the algorithm employs a variable beam-width pruning strategy and a frame-synchronous word-level pruning strategy to significantly reduce recognition time. This algorithm is aimed at an in-car navigation system in China and simulated on a standard PC workstation. The experimental results show that the proposed method reduces recognition time by nearly 6-fold and memory size nearly 2-fold compared to the baseline system, and causes less than 1% accuracy degradation for a 200,000 word recognition task1.
Keyword:
Index Terms — Beam-search
;
Search network
;
Speech recognition
;
Word-level
URL:
http://speechlab.eece.mu.edu/johnson/papers/qian_ce09.pdf
http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.649.5886
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3
ISCA Archive REALTIME VITERBI SEARCHING FOR PRACTICAL TELEPHONE SPEECH RECOGNITION SYSTEMS
Jin Zhang
;
Jia Liu
;
Run-sheng Liu
In: http://isca-speech.org/archive_open/archive_papers/iscslp2002/clp2_104.pdf
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4
IMPROVING TASK INDEPENDENT UTTERANCE VERIFICATION BASED ON ON-LINE GARBAGE PHONEME LIKELIHOOD
Lin Zhong
;
Jing Liu
;
Jia Liu
...
In: http://www.ruf.rice.edu/~mobile/publications/report-UV-2000.pdf
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5
Perception of Face Parts and Face Configurations: An fMRI Study
Jia Liu
;
Alison Harris
;
Nancy Kanwisher
In: http://web.mit.edu/bcs/nklab/media/pdfs/Liu.Harris.Kanwisher.JOCN2010.pdf
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6
Perception of Face Parts and Face Configurations: An fMRI Study
Jia Liu
;
Alison Harris
;
Nancy Kanwisher
In: http://web.mit.edu/bcs/nklab/media/pdfs/Liu.Perception.2009.pdf
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7
Real-time Speech-driven Animation of Expressive Talking Faces
Jia Liu A
;
Mingyu You B
;
Chun Chen A
...
In: http://levis.tongji.edu.cn/gzli/pub/ijgs/ijgs7-zju.pdf
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8
The Part Task of the Part-Spacing Paradigm Is Not a Pure Measurement of Part-Based Information of Faces
Qi Zhu
;
Xiaobai Li
;
Kari Chow
...
In: ftp://ftp.ncbi.nlm.nih.gov/pub/pmc/c3/a4/PLoS_One_2009_Jul_15_4(7)_e6239.tar.gz
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