#!/usr/bin/python # -*- coding: UTF8 -*- # adapted from: https://github.com/nawarhalabi/Arabic-Phonetiser/blob/master/phonetise-Buckwalter.py # license: Creative Commons Attribution-NonCommercial 4.0 International License. # https://creativecommons.org/licenses/by-nc/4.0/ import re arabic_to_buckw_dict = { # mapping from Arabic script to Buckwalter u'\u0628': u'b', u'\u0630': u'*', u'\u0637': u'T', u'\u0645': u'm', u'\u062a': u't', u'\u0631': u'r', u'\u0638': u'Z', u'\u0646': u'n', u'\u062b': u'^', u'\u0632': u'z', u'\u0639': u'E', u'\u0647': u'h', u'\u062c': u'j', u'\u0633': u's', u'\u063a': u'g', u'\u062d': u'H', u'\u0642': u'q', u'\u0641': u'f', u'\u062e': u'x', u'\u0635': u'S', u'\u0634': u'$', u'\u062f': u'd', u'\u0636': u'D', u'\u0643': u'k', u'\u0623': u'>', u'\u0621': u'\'', u'\u0626': u'}', u'\u0624': u'&', u'\u0625': u'<', u'\u0622': u'|', u'\u0627': u'A', u'\u0649': u'Y', u'\u0629': u'p', u'\u064a': u'y', u'\u0644': u'l', u'\u0648': u'w', u'\u064b': u'F', u'\u064c': u'N', u'\u064d': u'K', u'\u064e': u'a', u'\u064f': u'u', u'\u0650': u'i', u'\u0651': u'~', u'\u0652': u'o' } buckw_to_arabic_dict = { # mapping from Buckwalter to Arabic script u'b': u'\u0628', u'*': u'\u0630', u'T': u'\u0637', u'm': u'\u0645', u't': u'\u062a', u'r': u'\u0631', u'Z': u'\u0638', u'n': u'\u0646', u'^': u'\u062b', u'z': u'\u0632', u'E': u'\u0639', u'h': u'\u0647', u'j': u'\u062c', u's': u'\u0633', u'g': u'\u063a', u'H': u'\u062d', u'q': u'\u0642', u'f': u'\u0641', u'x': u'\u062e', u'S': u'\u0635', u'$': u'\u0634', u'd': u'\u062f', u'D': u'\u0636', u'k': u'\u0643', u'>': u'\u0623', u'\'': u'\u0621', u'}': u'\u0626', u'&': u'\u0624', u'<': u'\u0625', u'|': u'\u0622', u'A': u'\u0627', u'Y': u'\u0649', u'p': u'\u0629', u'y': u'\u064a', u'l': u'\u0644', u'w': u'\u0648', u'F': u'\u064b', u'N': u'\u064c', u'K': u'\u064d', u'a': u'\u064e', u'u': u'\u064f', u'i': u'\u0650', u'~': u'\u0651', u'o': u'\u0652' } def arabic_to_buckwalter(word): # Convert input string to Buckwalter res = '' for letter in word: if(letter in arabic_to_buckw_dict): res += arabic_to_buckw_dict[letter] else: res += letter return res def buckwalter_to_arabic(word): # Convert input string to Arabic res = '' for letter in word: if(letter in buckw_to_arabic_dict): res += buckw_to_arabic_dict[letter] else: res += letter return res # ---------------------------------------------------------------------------- # Grapheme to Phoneme mappings------------------------------------------------ # ---------------------------------------------------------------------------- unambiguousConsonantMap = { u'b': u'b', u'*': u'*', u'T': u'T', u'm': u'm', u't': u't', u'r': u'r', u'Z': u'Z', u'n': u'n', u'^': u'^', u'z': u'z', u'E': u'E', u'h': u'h', u'j': u'j', u's': u's', u'g': u'g', u'H': u'H', u'q': u'q', u'f': u'f', u'x': u'x', u'S': u'S', u'$': u'$', u'd': u'd', u'D': u'D', u'k': u'k', u'>': u'<', u'\'': u'<', u'}': u'<', u'&': u'<', u'<': u'<' } ambiguousConsonantMap = { # These consonants are only unambiguous in certain contexts u'l': [u'l', u''], u'w': u'w', u'y': u'y', u'p': [u't', u''] } maddaMap = { u'|': [[u'<', u'aa'], [u'<', u'AA']] } vowelMap = { u'A': [[u'aa', u''], [u'AA', u'']], u'Y': [[u'aa', u''], [u'AA', u'']], u'w': [[u'uu0', u'uu1'], [u'UU0', u'UU1']], u'y': [[u'ii0', u'ii1'], [u'II0', u'II1']], u'a': [u'a', u'A'], u'u': [[u'u0', u'u1'], [u'U0', u'U1']], u'i': [[u'i0', u'i1'], [u'I0', u'I1']], } nunationMap = { u'F': [[u'a', u'n'], [u'A', u'n']], u'N': [[u'u1', u'n'], [u'U1', u'n']], u'K': [[u'i1', u'n'], [u'I1', u'n']] } diacritics = [u'o', u'a', u'u', u'i', u'F', u'N', u'K', u'~'] diacriticsWithoutShadda = [u'o', u'a', u'u', u'i', u'F', u'N', u'K'] emphatics = [u'D', u'S', u'T', u'Z', u'g', u'x', u'q'] forwardEmphatics = [u'g', u'x'] consonants = [u'>', u'<', u'}', u'&', u'\'', u'b', u't', u'^', u'j', u'H', u'x', u'd', u'*', u'r', u'z', u's', u'$', u'S', u'D', u'T', u'Z', u'E', u'g', u'f', u'q', u'k', u'l', u'm', u'n', u'h', u'|'] # ------------------------------------------------------------------------------------ # Words with fixed irregular pronunciations------------------------------------------- # ------------------------------------------------------------------------------------ fixedWords = { u'h*A': [u'h aa * aa', u'h aa * a', ], u'h*h': [u'h aa * i0 h i0', u'h aa * i1 h'], u'h*An': [u'h aa * aa n i0', u'h aa * aa n'], u'h&lA\'': [u'h aa < u0 l aa < i0', u'h aa < u0 l aa <'], u'*lk': [u'* aa l i0 k a', u'* aa l i0 k'], u'k*lk': [u'k a * aa l i0 k a', u'k a * aa l i1 k'], u'*lkm': u'* aa l i0 k u1 m', u'>wl}k': [u'< u0 l aa < i0 k a', u'< u0 l aa < i1 k'], u'Th': u'T aa h a', u'lkn': [u'l aa k i0 nn a', u'l aa k i1 n'], u'lknh': u'l aa k i0 nn a h u0', u'lknhm': u'l aa k i0 nn a h u1 m', u'lknk': [u'l aa k i0 nn a k a', u'l aa k i0 nn a k i0'], u'lknkm': u'l aa k i0 nn a k u1 m', u'lknkmA': u'l aa k i0 nn a k u0 m aa', u'lknnA': u'l aa k i0 nn a n aa', u'AlrHmn': [u'rr a H m aa n i0', u'rr a H m aa n'], u'Allh': [u'll aa h i0', u'll aa h', u'll AA h u0', u'll AA h a', u'll AA h', u'll A'], u'h*yn': [u'h aa * a y n i0', u'h aa * a y n'], u'nt': u'n i1 t', u'fydyw': u'v i0 d y uu1', u'lndn': u'l A n d u1 n' } def isFixedWord(word, results, orthography, pronunciations): lastLetter = '' if(len(word) > 0): lastLetter = word[-1] if(lastLetter == u'a'): lastLetter = [u'a', u'A'] elif(lastLetter == u'A'): lastLetter = [u'aa'] elif(lastLetter == u'u'): lastLetter = [u'u0'] elif(lastLetter == u'i'): lastLetter = [u'i0'] elif(lastLetter in unambiguousConsonantMap): lastLetter = [unambiguousConsonantMap[lastLetter]] # Remove all dacritics from word wordConsonants = re.sub(u'[^h*Ahn\'>wl}kmyTtfd]', '', word) if(wordConsonants in fixedWords): # check if word is in the fixed word lookup table if(isinstance(fixedWords[wordConsonants], list)): for pronunciation in fixedWords[wordConsonants]: if(pronunciation.split(' ')[-1] in lastLetter): # add each pronunciation to the pronunciation dictionary results += word + ' ' + pronunciation + '\n' pronunciations.append(pronunciation.split(' ')) else: # add pronunciation to the pronunciation dictionary results += word + ' ' + fixedWords[wordConsonants] + '\n' pronunciations.append(fixedWords[wordConsonants].split(' ')) return results def preprocess_utterance(utterance): # Do some normalisation work and split utterance to words utterance = utterance.replace(u'AF', u'F') utterance = utterance.replace(u'\u0640', u'') utterance = utterance.replace(u'o', u'') utterance = utterance.replace(u'aA', u'A') utterance = utterance.replace(u'aY', u'Y') utterance = utterance.replace(u' A', u' ') utterance = utterance.replace(u'F', u'an') utterance = utterance.replace(u'N', u'un') utterance = utterance.replace(u'K', u'in') utterance = utterance.replace(u'|', u'>A') utterance = utterance.replace('i~', '~i') utterance = utterance.replace('a~', '~a') utterance = utterance.replace('u~', '~u') utterance = utterance.replace('lA~a', 'l~aA') # Deal with Hamza types that when not followed by a short vowel letter, # this short vowel is added automatically utterance = re.sub(u'Ai', u'a', utterance) utterance = re.sub(u'Au', u'>u', utterance) utterance = re.sub(u'^>([^auAw])', u'>a\\1', utterance) utterance = re.sub(u' >([^auAw ])', u' >a\\1', utterance) utterance = re.sub(u'<([^i])', u' 0): phones[-1] += phones[-1] # ---------------------------------------------------------------------------------------------------------------- if(letter == u'|'): # Madda only changes based in emphaticness if(emphaticContext): phones += [maddaMap[u'|'][1]] else: phones += [maddaMap[u'|'][0]] # ---------------------------------------------------------------------------------------------------------------- if(letter == u'p'): # Ta' marboota is determined by the following if it is a diacritic or not if(letter1 in diacritics): phones += [ambiguousConsonantMap[u'p'][0]] else: phones += [ambiguousConsonantMap[u'p'][1]] # ---------------------------------------------------------------------------------------------------------------- if(letter in vowelMap): # Waw and Ya are complex they could be consonants or vowels and their gemination is complex as it could be a combination of a vowel and consonants if(letter in [u'w', u'y']): if(letter1 in diacriticsWithoutShadda + [u'A', u'Y'] or (letter1 in [u'w', u'y'] and not letter2 in diacritics + [u'A', u'w', u'y']) or (letter_1 in diacriticsWithoutShadda and letter1 in consonants + [u'e'])): if((letter in [u'w'] and letter_1 in [u'u'] and not letter1 in [u'a', u'i', u'A', u'Y']) or (letter in [u'y'] and letter_1 in [u'i'] and not letter1 in [u'a', u'u', u'A', u'Y'])): if(emphaticContext): phones += [vowelMap[letter][1][0]] else: phones += [vowelMap[letter][0][0]] else: if(letter1 in [u'A'] and letter in [u'w'] and letter2 in [u'e']): phones += [[ambiguousConsonantMap[letter], vowelMap[letter][0][0]]] else: phones += [ambiguousConsonantMap[letter]] elif(letter1 in [u'~']): if(letter_1 in [u'a'] or (letter in [u'w'] and letter_1 in [u'i', u'y']) or (letter in [u'y'] and letter_1 in [u'w', u'u'])): phones += [ambiguousConsonantMap[letter], ambiguousConsonantMap[letter]] else: phones += [vowelMap[letter][0][0], ambiguousConsonantMap[letter]] else: # Waws and Ya's at the end of the word could be shortened if(emphaticContext): if(letter_1 in consonants + [u'u', u'i'] and letter1 in [u'e']): phones += [[vowelMap[letter][1] [0], vowelMap[letter][1][0][1:]]] else: phones += [vowelMap[letter][1][0]] else: if(letter_1 in consonants + [u'u', u'i'] and letter1 in [u'e']): phones += [[vowelMap[letter][0] [0], vowelMap[letter][0][0][1:]]] else: phones += [vowelMap[letter][0][0]] # Kasra and Damma could be mildened if before a final silent consonant if(letter in [u'u', u'i']): if(emphaticContext): if((letter1 in unambiguousConsonantMap or letter1 == u'l') and letter2 == u'e' and len(word) > 7): phones += [vowelMap[letter][1][1]] else: phones += [vowelMap[letter][1][0]] else: if((letter1 in unambiguousConsonantMap or letter1 == u'l') and letter2 == u'e' and len(word) > 7): phones += [vowelMap[letter][0][1]] else: phones += [vowelMap[letter][0][0]] # Alif could be ommited in definite article and beginning of some words if(letter in [u'a', u'A', u'Y']): if(letter in [u'A'] and letter_1 in [u'w', u'k'] and letter_2 == u'b'): phones += [[u'a', vowelMap[letter][0][0]]] elif(letter in [u'A'] and letter_1 in [u'u', u'i']): temp = True # do nothing # Waw al jama3a: The Alif after is optional elif(letter in [u'A'] and letter_1 in [u'w'] and letter1 in [u'e']): phones += [[vowelMap[letter][0] [0], vowelMap[letter][0][1]]] elif(letter in [u'A', u'Y'] and letter1 in [u'e']): if(emphaticContext): phones += [[vowelMap[letter] [1][0], vowelMap[u'a'][1]]] else: phones += [[vowelMap[letter] [0][0], vowelMap[u'a'][0]]] else: if(emphaticContext): phones += [vowelMap[letter][1][0]] else: phones += [vowelMap[letter][0][0]] # ------------------------------------------------------------------------------------------------------------------------- # End of main loop--------------------------------------------------------------------------------------------------------- # ------------------------------------------------------------------------------------------------------------------------- possibilities = 1 # Holds the number of possible pronunciations of a word # count the number of possible pronunciations for letter in phones: if(isinstance(letter, list)): possibilities = possibilities * len(letter) # Generate all possible pronunciations for i in range(0, possibilities): pronunciations.append([]) iterations = 1 for index, letter in enumerate(phones): if(isinstance(letter, list)): curIndex = int(i / iterations) % len(letter) if(letter[curIndex] != u''): pronunciations[-1].append(letter[curIndex]) iterations = iterations * len(letter) else: if(letter != u''): pronunciations[-1].append(letter) # Iterate through each pronunciation to perform some house keeping. And append pronunciation to dictionary # 1- Remove duplicate vowels # 2- Remove duplicate y and w for pronunciation in pronunciations: prevLetter = '' toDelete = [] for i in range(0, len(pronunciation)): letter = pronunciation[i] # Delete duplicate consecutive vowels if(letter in ['aa', 'uu0', 'ii0', 'AA', 'UU0', 'II0'] and prevLetter.lower() == letter[1:].lower()): toDelete.append(i - 1) pronunciation[i] = pronunciation[i - 1][0] + pronunciation[i - 1] # Delete duplicates if(letter in ['u0', 'i0'] and prevLetter.lower() == letter.lower()): toDelete.append(i - 1) pronunciation[i] = pronunciation[i - 1] if(letter in ['y', 'w'] and prevLetter == letter): # delete duplicate pronunciation[i - 1] += pronunciation[i - 1] toDelete.append(i) prevLetter = letter for i in reversed(range(0, len(toDelete))): del(pronunciation[toDelete[i]]) return pronunciations[0] def process_utterance(utterance): utterance = preprocess_utterance(utterance) phonemes = [] for word in utterance: if(word in ['-', 'sil']): phonemes.append(['sil']) continue phonemes_word = process_word(word) phonemes.append(phonemes_word) final_sequence = ' + '.join(' '.join(phon for phon in phones) for phones in phonemes) return final_sequence