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ITHEA Classification Structure > I. Computing Methodologies  > I.2 ARTIFICIAL INTELLIGENCE  > I.2.7 Natural Language Processing 
IMPROVING AUTOMATIC SPEECH RECOGNITION ACCURACY BY MEANS OF PRONUNCIATION VARIAT
By: Vladimir Chuchupal, Anton Korenchikov (2342 reads)
Rating: (1.00/10)

Abstract: We explore the properties of the pronunciation variation (PV) models as an approach for an automatic speech recognition accuracy improvement. The PV model is formulated as well as the methods to find out PV parameters and include the model into the search procedures. We show that utilizing of the PV models could substantionally increase the accuracy of automatic recognition of natural speech.

Keywords: automatic speech recognition, acoustic modeling, speech pronunciation variation modeling, explicit models, hidden markov models.

ACM Classification Keywords: I.2.7 Natural Language Processing - Speech recognition and synthesis

Link:

IMPROVING AUTOMATIC SPEECH RECOGNITION ACCURACY BY MEANS OF PRONUNCIATION VARIATION MODELING

Vladimir Chuchupal, Anton Korenchikov

http://www.foibg.com/ijicp/vol01/ijicp01-04-p08.pdf

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I.2.7 Natural Language Processing
article: SYNTACTIC OPERATIONS – MODELING LANGUAGE FACULTY · ON MENTAL REPRESENTATIONS: LANGUAGE STRUCTURE AND MEANING REVISED · IMPROVING AUTOMATIC SPEECH RECOGNITION ACCURACY BY MEANS OF PRONUNCIATION VARIAT · УНИВЕРСАЛЬНАЯ СИСТЕМА ПРОГРАММ МОРФОЛОГИЧЕСКОГО АНАЛИЗА НАУЧНО-ТЕХНИЧЕСКИХ ... · SPAM AND PHISHING DETECTION IN VARIOUS LANGUAGES · GRAMMATICAL PRIMING DOES FACILITATE VISUAL WORD NAMING, AT LEAST IN SERBIAN · MULTILINGUAL REDUCED N-GRAM MODELS · COGNITIVE MODEL OF TIME AND ANALYSIS OF NATURAL LANGUAGE TEXTS · IMPLEMENTATION OF DICTIONARY LOOKUP AUTOMATA FOR UNL ANALYSIS AND GENERATION · О МОДЕЛИРОВАНИИ ПОНИМАНИЯ · ФОРМАЛЬНОЕ ОПРЕДЕЛЕНИЕ СИТУАЦИИ ДЛЯ СЕМАНТ · THE EDUCATIONAL TECHNOLOGY FOR LEARNING FOREIGN WORDS · PARAMETERIZATION OF COMMENTS FROM PERUVIAN FACEBOOK AND TWITTER... · THE STUDY OF FACTORS RELADED WITH SINGLE-DOCUMENT KEYWORD EXTRACTION · AUTOMATED TAG EXTRACTION & CLUSTERING IN DOCUMENTS CONTAINING COMPOSITIONAL ... · STUDYING SPECIAL TEXT RUSSIAN CORPORA BY THE LEXICO-SYNTACTIC MODELS · STUDYING SPECIAL TEXT RUSSIAN CORPORA BY THE LEXICO-SYNTACTIC MODELS · CLASSIFICATION OF PRIMARY MEDICAL RECORDS WITH RUBRYX-2: FIRST EXPERIENCE · MACHINE TRANSLATION IN THE COURSE “COMPUTER TECHNOLOGIES IN LINGUISTICS” .. · CLASSIFICATION OF FREE TEXT CLINICAL NARRATIVES (SHORT REVIEW) · METHODS AND TOOLS OF COMPUTATIONAL LINGUISTICS FOR THE CLASSIFICATION ... · LEXISTERM – THE PROGRAM FOR TERM SELECTION BY THE CRITERION OF SPECIFICITY · ELECTION DATA VISUALIZATION · COMPUTER SUPPORT OF SEMANTIC TEXT ANALYSIS OF A TECHNICAL SPECIFICATION ON ... · MOBILE ELECTION · MOBILE SEARCH AND ADVERTISING · ALGEBRA LOGIC APPROACH TO PERSON’S THINKING MECHANISMS FORMALIZATION · COMPUTER SUPPORT OF SEMANTIC TEXT ANALYSIS OF A TECHNICAL SPECIFICATION ON DESIG · LSPL-PATTERNS AS A TOOL FOR INFORMATION EXTRACTION FROM NATURAL LANGUAGE TEXTS · NUMERIC-LINGUAL DISTINGUISHING FEATURES OF SCIENTIFIC DOCUMENTS · HIERARCHICAL THREE-LEVEL ONTOLOGY FOR TEXT PROCESSING · HIERARCHICAL THREE-LEVEL ONTOLOGY FOR TEXT PROCESSING · COMPUTER-AIDED SYSTEM OF SEMANTIC TEXT ANALYSIS ... · METHODOLOGY FOR LANGUAGE ANALYSIS AND GENERATION ... · ANALYSIS AND COORDINATION OF EXPERT STATEMENTS IN THE PROBLEMS ... · SEMANTIC SEARCH OF INTERNET INFORMATION RESOURCES ON BASE OF ONTOLOGIES ... · INTELLIGENT SEARCH AND AUTOMATIC DOCUMENT CLASSIFICATION AND CATALOGING ... · VERBAL DIALOGUE VERSUS WRITTEN DIALOGUE · INFORMATION PROCESSING IN A COGNITIVE MODEL OF NLP · EXPERIMENTS IN DETECTION AND CORRECTION OF RUSSIAN MALAPROPISMS BY MEANS ... · COMMON SCIENTIFIC LEXICON FOR AUTOMATIC DISCOURSE ANALYSIS OF SCIENTIFIC ... ·
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