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A natural language translator gets confused with ambiguous but equivalent pronunciations of the same words in different languages and cultures, and has to look them

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A natural language translator gets confused with ambiguous but equivalent pronunciations of the same words in different languages and cultures, and has to look them up in a dictionary before identifying the edit distance errors. Table 1 shows such equivalencies among the pronunciation. Table 2 shows equivalencies between various equivalent words written differently. For example, "Dr." is pronounced as "doctor"; "Mrs" is pronounced as "Misses", "Ms." Is pronounced as "Miss". "c" may be pronounced as "si", "k" or "ch". Exploiting the information in tables 1 and 2 information, match the pronounced phrase with the database in Table III, and calculate the edit distance, number of matching bigrams, and number of trigrams). The character ' in Table 1 means that the letter could be silent and not pronounced , Table 1: written letter vs. pronunciations Table 2. Abbreviations vs. pronunciations s, k, ch ee, ie, i aa, e, ai Doctor Misses Miz / Miss Mister Laine Court Mrs Ms. Ln Ct g, J ph ea Table 3. A small database of Patient title, name and address. Prefix Name Address Ms. Mr Mrs Johnny Cochran Phoenix Diehard Cuckoo Page Babler Guercio Birdie Ln., Los Angles Sailor Ct. East Knowledge Ln Case Dr The text to speech translator translates the four names and address as: Doctor Johnnee Kokren, Birdy Lane, Loss Anjales;Miss Fenix DyeHaard, Seller Court; Mister Kuku Paije, Eest Noleje Laine; Misses Babler Gaarchio, Kase Drive. (Use prior knowledge of Levenshtein distance A natural language translator gets confused with ambiguous but equivalent pronunciations of the same words in different languages and cultures, and has to look them up in a dictionary before identifying the edit distance errors. Table 1 shows such equivalencies among the pronunciation. Table 2 shows equivalencies between various equivalent words written differently. For example, "Dr." is pronounced as "doctor"; "Mrs" is pronounced as "Misses", "Ms." Is pronounced as "Miss". "c" may be pronounced as "si", "k" or "ch". Exploiting the information in tables 1 and 2 information, match the pronounced phrase with the database in Table III, and calculate the edit distance, number of matching bigrams, and number of trigrams). The character ' in Table 1 means that the letter could be silent and not pronounced , Table 1: written letter vs. pronunciations Table 2. Abbreviations vs. pronunciations s, k, ch ee, ie, i aa, e, ai Doctor Misses Miz / Miss Mister Laine Court Mrs Ms. Ln Ct g, J ph ea Table 3. A small database of Patient title, name and address. Prefix Name Address Ms. Mr Mrs Johnny Cochran Phoenix Diehard Cuckoo Page Babler Guercio Birdie Ln., Los Angles Sailor Ct. East Knowledge Ln Case Dr The text to speech translator translates the four names and address as: Doctor Johnnee Kokren, Birdy Lane, Loss Anjales;Miss Fenix DyeHaard, Seller Court; Mister Kuku Paije, Eest Noleje Laine; Misses Babler Gaarchio, Kase Drive. (Use prior knowledge of Levenshtein distance

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