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lecture_notes [2012/03/07 02:10] hjlecture_notes [2012/03/21 14:06] (current) hj
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   * {{:cse6328-w8.pdf|Week 8}}: Automatic Speech Recognition (ASR) (I): ASR introduction; ASR as an example of pattern classification; Acoustic modeling: parameter tying (decision tree based state tying); (Weekly Reading: {{:htkbook31_part1.pdf|W8}})   * {{:cse6328-w8.pdf|Week 8}}: Automatic Speech Recognition (ASR) (I): ASR introduction; ASR as an example of pattern classification; Acoustic modeling: parameter tying (decision tree based state tying); (Weekly Reading: {{:htkbook31_part1.pdf|W8}})
  
-  * Week 9: Automatic Speech Recognition (ASR) (II): Language Modelling -- n-gram models: smoothing, learning, perplexity, class-based. +  * {{:cse6328-w9.pdf|Week 9}}: Automatic Speech Recognition (ASR) (II): Language Modelling (LM); N-gram models: smoothing, learning, perplexity, class-based.
  
 +  * {{:cse6328_w10.pdf|Week 10}}: Automatic Speech Recognition (ASR) (III): Search - why search; Search space in n-gram LM; Viterbi decoding in a large HMM; beam search; tree-based lexicon; dynamic decoding; static decoding; weighted finite state transducer (WFST)  ({{:wfst-tutorial.pdf|Additional slides for WFST}})
lecture_notes.1331086202.txt.gz · Last modified: 2012/03/07 02:10 by hj

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