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74.419 Artificial Intelligence 2004 Speech & Natural Language Processing
Speech Recognition acoustic signal as input conversion into (phonemes and) written words Natural Language Processing written text as input; sentences (or 'utterances') syntactic analysis: parsing; grammar semantic analysis: "meaning", semantic representation pragmatics; dialogue (discourse)
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Speech Recognition Acoustic / sound wave Filtering, FFT;
Spectral Analysis Frequency Spectrum Features (Phonemes; Context) Signal Processing / Analysis Phoneme Recognition: HMM, Neural Networks Phonemes Grammar or Statistics Phoneme Sequences / Words Grammar or Statistics for likely word sequences Word Sequence / Sentence
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NLP Syntax Analysis - Processes
Part-of-Speech (POS) Tagging Morphological Analyzer Parser Grammar Rules Lexicon the the – determiner Det NP → Det Noun NP recognized NP Det Noun parse tree Linguistic Background Knowledge
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NLP - Syntactic Analysis
Part-of-Speech (POS) Tagging Morphological Analyzer Parser Grammar Rules Lexicon eat + s eat – verb Verb VP → Verb Noun VP recognized 3rd sing VP Verb Noun parse tree
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