parseESTERSyncV2.py 17.6 KB
 1 2 3 4 5 6 7 8 9 10 11 ``````#!/usr/bin/env python # -*- coding: utf-8 -*- from xml.etree import ElementTree as ET from sys import argv from num2words import num2words from unidecode import unidecode import re import os.path def transformation_text(text): `````` Abdelwahab HEBA committed Sep 21, 2017 12 13 14 15 16 `````` # ESTER Problem "Mohamed v" ===> "Mohammed cinq" text=re.sub("mohammed vi","mohamed six",text) text=re.sub("mohammed v","mohamed cinq",text) # map all "mohamed" to "mohammed" text=re.sub("mohamed","mohammed",text) `````` 17 `````` # character normalization: `````` Abdelwahab HEBA committed Sep 08, 2017 18 `````` text=re.sub("&","et",text) `````` 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 `````` text=re.sub("æ","ae",text) text=re.sub("œ","oe",text) #if "###" in text or len(re.findall(r"\[.+\]", text)) > 0 or \ # len(re.findall(r"\p{L}+-[^\p{L}]|\p{L}+-\$",text)) > 0 \ # or len(re.findall("[^\p{L}]-\p{L}+|^-\p{L}+", text)) > 0: # bool=False #else: # ^^ remove text=re.sub(r"\^+","",text) text=re.sub(r"\_+","",text) # 4x4 # Remove noise sound (BIP) over Name of places and person #text = re.sub(r"¤[^ ]+|[^ ]+¤|¤", "", text.strip()) if len(re.findall(r"\dx\d",text))>0: text=re.sub(r"x"," ",text) if len(re.findall("\d+h\d+",text))>0: heures=re.findall("\d+h\d+",text) for h in heures: split_h=h.split('h') text_rep=split_h[0]+' heure '+split_h[1] text=text.replace(h, text_rep) text=re.sub(r',',' ',text) # remove silence character : OK #text=re.sub(r"(/.+/","remplacer par la 1er",text) # Liaison non standard remarquable text=re.sub(r'=','',text) # Comment Transcriber text=re.sub(r'\{.+\}','',text) text=re.sub(r'\(.+\}','',text) #print "detecter (///|/|<|>)" # Remove undecidable variant heared like on (n') en: text=re.sub(r"\(.+\)|\(\)","",text) #text = re.sub(r"(\+|[*]+|///|/|<|>)", "", text.strip()) #text=re.sub(r"-|_|\."," ",text.strip()) text=re.sub(r'(O.K.)','ok',text) text = re.sub(r'(O.K)', 'ok', text) # Replace . with '' text=re.sub(r'\.|,|;','',text) #text=re.sub(r"{[^{]+}"," ",text.strip()) # Remove ? ! < > : OK #<[^\p{L}]|[^\p{L}]>|#+|<\p{L}+[ ]|<\p{L}+\$ text=re.sub(r":|\?|/|\!|#+","",text) text=re.sub(r"%","pour cent",text) # replace silence character with : OK #text=re.sub(r"(\+)", "", text) #text=re.sub(r"(\+)", "!SIL", text) #text=re.sub(r"(///)", "!SIL", text) #text=re.sub(r"(///)", "", text) #if len(re.findall(r"/.+/", text)) > 0: #print "AVANT***********"+text # for unchoosen_text in re.findall(r"/.+/", text): # choose first undecideble word # unchoosen_word=unchoosen_text.split(',') # for choosen_word in unchoosen_word: # isn't incomprehensible word # if len(re.findall(r"\*+|\d+", choosen_word))==0: # choosen_word = choosen_word.replace('/', '') # text = text.replace(unchoosen_text, choosen_word) #print "Apres************"+text # Remove noise sound (BIP) over Name of places and person #text=re.sub(r"(¤.+¤)",'',text) # replace unkown syllable text=re.sub(r"\*+","",text) # cut of recording : OK #text=re.sub(r"\\$+","",text) # remove " character: OK text = re.sub(r"\"+", "", text) # t 'avais `````` Abdelwahab HEBA committed Oct 05, 2017 87 `````` text = re.sub(r"[ ]\'", "\'", text) `````` Abdelwahab HEBA committed Oct 05, 2017 88 `````` text = re.sub(r"\'", "\' ", text) `````` Abdelwahab HEBA committed Sep 08, 2017 89 `````` # for example : A43 `````` Abdelwahab HEBA committed Oct 05, 2017 90 `````` #num_list = re.findall("\w+?-?\d+", text) `````` Abdelwahab HEBA committed Oct 05, 2017 91 `````` num_list = re.findall("[a-zA-Z|à|è|é|ù]+\'*[a-zA-Z|à|é|è|ù]*[-]?\d+""", text) `````` Abdelwahab HEBA committed Sep 08, 2017 92 93 `````` if len(num_list) > 0: for s in num_list: `````` Abdelwahab HEBA committed Oct 05, 2017 94 `````` split_between_char_int=re.findall(r'([a-zA-Z|à|é|è|ù]+\'*[a-zA-Z]*)-?(\d+)',s) `````` Abdelwahab HEBA committed Sep 08, 2017 95 96 97 98 `````` num_in_word = num2words(int(split_between_char_int[0][1]), lang='fr') #num_in_word=normalize('NFKD', num_in_word).encode('ascii', 'ignore') #text = re.sub(r"(^|[ ])"+str(s)+"([ ]|\$)"," " + str(split_between_char_int[0][0]) +" "+ str(num_in_word) + " ",text) text = re.sub(r"(^|[ ])"+str(s)," " + str(split_between_char_int[0][0]) +" "+ str(num_in_word) + " ",text) `````` Abdelwahab HEBA committed Oct 05, 2017 99 `````` #num_list = re.findall("\d+\w+", text) `````` Abdelwahab HEBA committed Oct 05, 2017 100 `````` num_list = re.findall("\d+[a-zA-Z|à|é|è|ù]+\'*[a-zA-Z|à|é|è|ù]*", text) `````` Abdelwahab HEBA committed Sep 08, 2017 101 102 `````` if len(num_list) > 0: for s in num_list: `````` Abdelwahab HEBA committed Oct 05, 2017 103 `````` split_between_char_int=re.findall(r'(\d+)([a-zA-Z|à|é|è|ù]+\'*[a-zA-Z|à|é|è|ù]*)',s) `````` Abdelwahab HEBA committed Oct 05, 2017 104 `````` #re.findall(r'\d+\w+',s) `````` Abdelwahab HEBA committed Sep 08, 2017 105 106 107 108 109 `````` num_in_word = num2words(int(split_between_char_int[0][0]), lang='fr') #num_in_word=normalize('NFKD', num_in_word).encode('ascii', 'ignore') #text = re.sub(r"(^|[ ])"+str(s)+"([ ]|\$)"," " + str(split_between_char_int[0][0]) +" "+ str(num_in_word) + " ",text) text = re.sub(r"(^|[ ])"+str(s)," "+ str(num_in_word)+ " " + str(split_between_char_int[0][1]) + " ",text) # convert number if exist : OK `````` 110 111 112 113 114 115 116 117 `````` num_list = re.findall("\d+", text) if len(num_list) > 0: #print text #print "********************************* NUM2WORD" for num in num_list: num_in_word = num2words(int(num), lang='fr') #num_in_word=normalize('NFKD', num_in_word).encode('ascii', 'ignore') text = re.sub(r"(^|[ ])"+str(num)+"([ ]|\$)"," " + str(num_in_word) + " ",text) `````` Abdelwahab HEBA committed Sep 08, 2017 118 `````` #print text `````` 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 ``````# replace n succesive spaces with one space. : OK text=re.sub(r"\s{2,}"," ",text) text=re.sub(r" \$","",text) text=re.sub("^ ", '', text) # change bounding | to < and > : OK #balise=set(re.findall(r"\|\w+_?\w+\|",text)) #if len(balise)>0: #print(balise) # for b in balise: # new_balise='<'+b[1:len(b)-1]+'>' # text=text.replace(b,new_balise) #print(text) # c'est l'essaim .... text=text.lower() text=re.sub("[ ]-|-\$","",text) return text if __name__=="__main__": # Inputs file_trs=argv[1] print(file_trs) outdir=argv[2] basename=os.path.basename(file_trs.split('.')[0]) #print file_trs.split('.')[0] # Output File needed for kaldi input segments_file = open(outdir + '/segments', 'a') utt2spk_file = open(outdir + '/utt2spk', 'a') text_file = open(outdir + '/text', 'a') wav_scp = open(outdir + '/wav.scp', 'a') spk2gender= open(outdir + '/spk2gender', 'a') topic_file = open(outdir+'/topic','a') # Read Trans File tree_trs = ET.parse(file_trs) trsdoc= tree_trs.getroot() #============================ Read MetaData ======================================= #============================ Topic section (ID,DESC) ======================================= for topic in trsdoc.iter('Topic'): topic_id=unidecode(topic.get('id')) topic_desc=unidecode(topic.get('desc')) #print(str(basename)+" "+topic_id+" "+topic_desc+"\n") topic_file.write(str(basename)+" "+topic_id+" "+topic_desc+"\n") #============================ Speaker section (ID,GENDER) =================================== speaker_id=[] #namespk=[] speaker_gender=[] for spk in trsdoc.iter('Speaker'): id_spk=spk.get('id') #name_spk=unidecode(spk.get('name')) if spk.findall('type')==[]: gender="m" else: gender=unidecode(spk.get('type')) if gender =="female": gender="f" else: gender="m" #if isinstance(name_spk,str): #print(type(name_spk)) #name_spk=normalize('NFKD', name_spk).encode('ascii', 'ignore') speaker_id.append(id_spk.replace(" ","")) speaker_gender.append([id_spk.replace(" ",""),gender.lower()]) #namespk.append(name_spk.lower().replace(" ","")) #============================ Catch Transcription Segment and Topic Section ================== text="" Turn_count=0 count=0 has_attrib_speaker=False # set for uniq add Spk_that_contribute_to_meeting=set([]) start_utt=0 end_utt=0 #Not used section_start_time=0 section_end_time=0 section_type="" section_topic="" nb_section=0 spkr="spk1" for Element in trsdoc.iter(): #OK validation #print("Print lekbirr "+str(Element.tail)) #print("Print lekbirr "+str(Element.tail)) if Element.tag=="Section": if nb_section>0: text = transformation_text(text) # File wav.scp # File utt2spk # File text # File speaker_gender if text!=""and has_attrib_speaker: Spk_that_contribute_to_meeting.add(spkr) #print("SAVED BY SECTION "+seg_id+" "+text) seg_id = str(basename) + '_%s-%03d_Section%02d_Topic-%s_Turn-%03d_seg-%07d' % ( str(re.sub('\d+','',spkr)),int(re.sub('[a-zA-Z]','',spkr)),int(nb_section),str(section_topic), int(Turn_count), int(count)) spkr_id = str(basename)+'_%s-%03d' % (str(re.sub('\d+','',spkr)),int(re.sub('[a-zA-Z]','',spkr))) segments_file.write(seg_id+" "+basename+" "+str(start_utt)+" "+str(section_end_time)+"\n") start_utt=section_end_time utt2spk_file.write(seg_id+" "+spkr_id+"\n") text_file.write(seg_id+" "+text+"\n") text="" # New section section_start_time=Element.get('startTime') section_end_time=Element.get('endTime') section_type=unidecode(Element.get('type')) #if Element.findall('topic')==[]: # section_topic="None" #else: section_topic=unidecode(str(Element.get('topic'))) if section_topic=="": section_topic="None" Turn_count=0 count=0 nb_section+=1 elif Element.tag=="Turn": # if the turn is the spoken turn , not musical segment or noise #print(str(Element.tag)) #print(Element.attrib) #print(Element.get("speaker")) if not "speaker" in Element.attrib: #print("pas de champ speaker") has_attrib_speaker=False else: if Element.get('speaker')=="": #print("Cest vide: "+Element.get('speaker')) has_attrib_speaker=False else: #print(Element.get('speaker')) # If the latest Utterance of previous Speaker is the latest one of his Turn speech if Turn_count>0: seg_id = str(basename) + '_%s-%03d_Section%02d_Topic-%s_Turn-%03d_seg-%07d' % ( str(re.sub('\d+','',spkr)),int(re.sub('[a-zA-Z]','',spkr)),int(nb_section),str(section_topic), int(Turn_count), int(count)) spkr_id = str(basename)+'_%s-%03d' % (str(re.sub('\d+','',spkr)),int(re.sub('[a-zA-Z]','',spkr))) text = transformation_text(text) # File wav.scp # File utt2spk # File text # File speaker_gender if bool and text!="": #print("SAVED BY TURN "+seg_id+" "+text) Spk_that_contribute_to_meeting.add(spkr) segments_file.write(seg_id+" "+basename+" "+str(start_utt)+" "+str(endTime)+"\n") start_utt=endTime utt2spk_file.write(seg_id+" "+spkr_id+"\n") text_file.write(seg_id+" "+text+"\n") text="" count = 0 # Get id_spkr #print(Element.get('speaker')) spkr=Element.get('speaker') #print file_trs has_attrib_speaker=True spkr=spkr.split()[0] #print spkr # Get StartSegment startTime = Element.get('startTime') # Get EndSegment endTime = Element.get('endTime') # count sync for computing start and end utterance Turn_count = Turn_count+1 elif has_attrib_speaker: #print("Je rentre dans has_attrib_speaker et element.tail not null") #print(str(Element.tag)) #print(str(Element.tail)) `````` Abdelwahab HEBA committed Aug 22, 2017 281 `````` if Element.tag=="Sync": `````` 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 `````` #print("Je rentre Sync+Background"+ text +"| et le next c'est "+ Element.tail) #print(Element.tag+" "+Element.tail) Time_start_current_sync=Element.get('time') #if count>0: #print("save after Turn") #print(str(basename)) #print(str(section_topic)) #print(str(spkr)) #print(str(int(Turn_count))) #print(str(int(count))) #print text ### Save Files For Kaldi ### seg_id = str(basename) + '_%s-%03d_Section%02d_Topic-%s_Turn-%03d_seg-%07d' % ( str(re.sub('\d+','',spkr)),int(re.sub('[a-zA-Z]','',spkr)),int(nb_section),str(section_topic), int(Turn_count), int(count)) spkr_id = str(basename)+'_%s-%03d' % (str(re.sub('\d+','',spkr)),int(re.sub('[a-zA-Z]','',spkr))) text = transformation_text(text) #print("Sync or Background: wizzz "+text) end_utt=Time_start_current_sync if text!="": #print("SAVED BY SYNC or BACKGROUND "+seg_id+" "+text) Spk_that_contribute_to_meeting.add(spkr) segments_file.write(seg_id+" "+basename+" "+str(start_utt)+" "+str(end_utt)+"\n") utt2spk_file.write(seg_id+" "+spkr_id+"\n") text_file.write(seg_id+" "+text+"\n") text="" count+=1 start_utt=Time_start_current_sync text=Element.tail.replace('\n', '') #print(count) #count+=1 elif Element.tag=="Comment" or Element.tag=="Background": text=text+" "+Element.tail.replace('\n', '') elif Element.tag=="Event": # if Element.get('type')=='noise': # ===== Respiration if Element.get('desc')=='r' or Element.get('desc')=='i' or Element.get('desc')=='e' or Element.get('desc')=='n': `````` Abdelwahab HEBA committed Aug 22, 2017 318 `````` text=text+" "+Element.tail.replace('\n', '') `````` 319 `````` elif Element.get('desc')=='pf': `````` Abdelwahab HEBA committed Aug 22, 2017 320 `````` text=text+" "+Element.tail.replace('\n', '') `````` 321 322 `````` # ===== Bruits bouches elif Element.get('desc')=='tx': `````` Abdelwahab HEBA committed Aug 22, 2017 323 `````` text=text+" "+Element.tail.replace('\n', '') `````` 324 `````` elif Element.get('desc')=='bg': `````` Abdelwahab HEBA committed Aug 22, 2017 325 `````` text=text+" "+Element.tail.replace('\n', '') `````` 326 `````` elif Element.get('desc')=='bb': `````` Abdelwahab HEBA committed Aug 22, 2017 327 `````` text=text+" "+Element.tail.replace('\n', '') `````` 328 `````` elif Element.get('desc')=='rire': `````` Abdelwahab HEBA committed Aug 22, 2017 329 `````` text=text+" "+Element.tail.replace('\n', '') `````` 330 `````` elif Element.get('desc')=='sif': `````` Abdelwahab HEBA committed Aug 22, 2017 331 `````` text=text+" "+Element.tail.replace('\n', '') `````` 332 `````` elif Element.get('desc')=='ch' or Element.get('desc')=='ch-': `````` Abdelwahab HEBA committed Aug 22, 2017 333 `````` text=text+" "+Element.tail.replace('\n', '') `````` 334 335 `````` # ====== Bruit exterieus a l'acte de parole elif Element.get('desc')=='b' or Element.get('desc')=='pap' or Element.get('desc')=='mic' or Element.get('desc')=='conv': `````` Abdelwahab HEBA committed Aug 22, 2017 336 `````` text=text+" "+Element.tail.replace('\n', '') `````` 337 `````` elif Element.get('desc')=='top': `````` Abdelwahab HEBA committed Aug 22, 2017 338 `````` text=text+" "+Element.tail.replace('\n', '') `````` 339 340 341 342 343 344 345 346 347 348 349 350 351 352 353 354 355 356 357 358 359 360 361 362 363 364 365 366 367 368 369 370 371 372 373 374 375 376 377 `````` # "pi" intellegible "pif" inaudible voir doc transcriber #elif Element.get('type')=='pronounce': # text=text+" "+Element.tail.replace('\n', '') # desc="EN" #if Element.get('type')=='language': # text=text+" "+Element.tail.replace('\n', '') #if Element.tag=="Who": else: text=text+" "+Element.tail.replace('\n', '') if count > 0 and has_attrib_speaker and not Element.tail is None: #print text ### Save Files For Kaldi ### seg_id = str(basename) + '_%s-%03d_Section%02d_Topic-%s_Turn-%03d_seg-%07d' % ( str(re.sub('\d+','',spkr)),int(re.sub('[a-zA-Z]','',spkr)),int(nb_section),str(section_topic), int(Turn_count), int(count)) #seg_id = str(basename) + '_spk-%03d_Turn-%03d_seg-%07d' % ( #int(spkr.split('spk')[1]), int(Turn_count), int(count)) spkr_id = str(basename)+'_%s-%03d' % (str(re.sub('\d+','',spkr)),int(re.sub('[a-zA-Z]','',spkr))) text = transformation_text(text) if bool and text != "": #print("Last SAVE"+seg_id+" "+text) segments_file.write(seg_id+" "+basename+" "+str(start_utt)+" "+str(endTime)+"\n") utt2spk_file.write(seg_id+" "+spkr_id+"\n") text_file.write(seg_id+" "+text+"\n") # Gender file edition #print(Spk_that_contribute_to_meeting) #print(len(Spk_that_contribute_to_meeting)) #print(speaker_gender) #print(len(speaker_gender)) for spk in speaker_gender: if spk[0] in Spk_that_contribute_to_meeting: spk_id = str(basename)+'_%s-%03d' % (str(re.sub('\d+','',spk[0])),int(re.sub('[a-zA-Z]','',spk[0]))) spk2gender.write(spk_id+" "+spk[1]+"\n") wav_scp.write(basename+" sox "+os.path.dirname(file_trs) + '/' + basename + '.wav'+" -t wav -r 16000 -c 1 - |\n") segments_file.close() utt2spk_file.close() text_file.close() wav_scp.close() topic_file.close() spk2gender.close()``````