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6.864 Advanced Natural Language Processing (MIT) 6.864 Advanced Natural Language Processing (MIT)

Description

This course is a graduate introduction to natural language processing - the study of human language from a computational perspective. It covers syntactic, semantic and discourse processing models, emphasizing machine learning or corpus-based methods and algorithms. It also covers applications of these methods and models in syntactic parsing, information extraction, statistical machine translation, dialogue systems, and summarization. The subject qualifies as an Artificial Intelligence and Applications concentration subject. This course is a graduate introduction to natural language processing - the study of human language from a computational perspective. It covers syntactic, semantic and discourse processing models, emphasizing machine learning or corpus-based methods and algorithms. It also covers applications of these methods and models in syntactic parsing, information extraction, statistical machine translation, dialogue systems, and summarization. The subject qualifies as an Artificial Intelligence and Applications concentration subject.

Subjects

NLP | NLP | voice processing | voice processing | voice response | voice response | speech recognition | speech recognition | linguistics | linguistics | translation | translation | machine learning | machine learning | speech processing | speech processing | parsing | parsing | syntax | syntax | language model | language model | dialogue | dialogue | comprehension | comprehension | understanding | understanding | lexicon | lexicon | lexical | lexical | text processing | text processing | speech generation | speech generation

License

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6.541J Speech Communication (MIT) 6.541J Speech Communication (MIT)

Description

6.541J surveys the structural properties of natural languages, with special emphasis on the sound pattern. Topics covered include: representation of the lexicon; physiology of speech production; articulatory phonetics; acoustical theory of speech production; acoustical and articulatory descriptions of phonetic features and of prosodic aspects of speech; perception of speech; models of lexical access and of speech production and planning; and applications to recognition and generation of speech by machine, and to the study of speech disorders. 6.541J surveys the structural properties of natural languages, with special emphasis on the sound pattern. Topics covered include: representation of the lexicon; physiology of speech production; articulatory phonetics; acoustical theory of speech production; acoustical and articulatory descriptions of phonetic features and of prosodic aspects of speech; perception of speech; models of lexical access and of speech production and planning; and applications to recognition and generation of speech by machine, and to the study of speech disorders.

Subjects

speech communication | speech communication | natural languages | natural languages | sound patterns | sound patterns | lexicons | lexicons | speech production | speech production | articulatory phonetics | articulatory phonetics | acoustical theory | acoustical theory | phonetic features | phonetic features | prosodic aspects of speech | prosodic aspects of speech | lexical access | lexical access | speech recognition | speech recognition | speech generation | speech generation | speech disorders | speech disorders | 6.541 | 6.541 | 24.968 | 24.968 | HST.710 | HST.710

License

Content within individual OCW courses is (c) by the individual authors unless otherwise noted. MIT OpenCourseWare materials are licensed by the Massachusetts Institute of Technology under a Creative Commons License (Attribution-NonCommercial-ShareAlike). For further information see http://ocw.mit.edu/terms/index.htm

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6.864 Advanced Natural Language Processing (MIT)

Description

This course is a graduate introduction to natural language processing - the study of human language from a computational perspective. It covers syntactic, semantic and discourse processing models, emphasizing machine learning or corpus-based methods and algorithms. It also covers applications of these methods and models in syntactic parsing, information extraction, statistical machine translation, dialogue systems, and summarization. The subject qualifies as an Artificial Intelligence and Applications concentration subject.

Subjects

NLP | voice processing | voice response | speech recognition | linguistics | translation | machine learning | speech processing | parsing | syntax | language model | dialogue | comprehension | understanding | lexicon | lexical | text processing | speech generation

License

Content within individual OCW courses is (c) by the individual authors unless otherwise noted. MIT OpenCourseWare materials are licensed by the Massachusetts Institute of Technology under a Creative Commons License (Attribution-NonCommercial-ShareAlike). For further information see https://ocw.mit.edu/terms/index.htm

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6.864 Advanced Natural Language Processing (MIT)

Description

This course is a graduate introduction to natural language processing - the study of human language from a computational perspective. It covers syntactic, semantic and discourse processing models, emphasizing machine learning or corpus-based methods and algorithms. It also covers applications of these methods and models in syntactic parsing, information extraction, statistical machine translation, dialogue systems, and summarization. The subject qualifies as an Artificial Intelligence and Applications concentration subject.

Subjects

NLP | voice processing | voice response | speech recognition | linguistics | translation | machine learning | speech processing | parsing | syntax | language model | dialogue | comprehension | understanding | lexicon | lexical | text processing | speech generation

License

Content within individual OCW courses is (c) by the individual authors unless otherwise noted. MIT OpenCourseWare materials are licensed by the Massachusetts Institute of Technology under a Creative Commons License (Attribution-NonCommercial-ShareAlike). For further information see https://ocw.mit.edu/terms/index.htm

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6.541J Speech Communication (MIT)

Description

6.541J surveys the structural properties of natural languages, with special emphasis on the sound pattern. Topics covered include: representation of the lexicon; physiology of speech production; articulatory phonetics; acoustical theory of speech production; acoustical and articulatory descriptions of phonetic features and of prosodic aspects of speech; perception of speech; models of lexical access and of speech production and planning; and applications to recognition and generation of speech by machine, and to the study of speech disorders.

Subjects

speech communication | natural languages | sound patterns | lexicons | speech production | articulatory phonetics | acoustical theory | phonetic features | prosodic aspects of speech | lexical access | speech recognition | speech generation | speech disorders | 6.541 | 24.968 | HST.710

License

Content within individual OCW courses is (c) by the individual authors unless otherwise noted. MIT OpenCourseWare materials are licensed by the Massachusetts Institute of Technology under a Creative Commons License (Attribution-NonCommercial-ShareAlike). For further information see https://ocw.mit.edu/terms/index.htm

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