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egs/fisher_callhome_spanish/s5/local/callhome_get_1_best.py 2.37 KB
8dcb6dfcb   Yannick Estève   first commit
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  #!/usr/bin/env python
  
  # Copyright 2014  Gaurav Kumar.   Apache 2.0
  # Extracts one best output for a set of files
  # The list of files in the conversations for which 1 best output has to be extracted
  # words.txt
  
  import os
  import sys
  
  def findTranscription(timeDetail):
    file1 = open('exp/tri5a/decode_callhome_dev/scoring/13.tra')
    file2 = open('exp/tri5a/decode_callhome_train/scoring/13.tra')
    for line in file1:
      lineComp = line.split()
      if lineComp[0] == timeDetail:
        return " ".join(lineComp[1:])
    for line in file2:
      lineComp = line.split()
      if lineComp[0] == timeDetail:
        return " ".join(lineComp[1:])
    # No result found
    return -1
  
  
  wordsFile = open('exp/tri5a/graph/words.txt')
  words = {}
  
  # Extract word list
  for line in wordsFile:
    lineComp = line.split()
    words[int(lineComp[1])] = lineComp[0].strip()
  
  # Now read list of files in conversations
  fileList = []
  #conversationList = open('/export/a04/gkumar/corpora/fishcall/joshkal-splits/provisional_dev')
  conversationList = open('/export/a04/gkumar/corpora/fishcall/jack-splits/split-callhome/train')
  for line in conversationList:
      line = line.strip()
      line = line[:-4]
      fileList.append(line)
  
  # IN what order were the conversations added to the spanish files?
  # TODO: Make sure they match the order in which these english files are being written
  
  # Now get timing information to concatenate the ASR outputs
  if not os.path.exists('exp/tri5a/one-best/ch_train'):
    os.makedirs('exp/tri5a/one-best/ch_train')
  
  #provFile = open('/export/a04/gkumar/corpora/fishcall/fisher_provisional_dev.es', 'w+')
  provFile = open('/export/a04/gkumar/corpora/fishcall/jack-splits/split-callhome/asr.train', 'w+')
  for item in fileList:
    timingFile = open('/export/a04/gkumar/corpora/fishcall/callhome/tim/' + item + '.es')
    newFile = open('exp/tri5a/one-best/ch_train/' + item + '.es', 'w+')
    for line in timingFile:
      timeInfo = line.split()
      mergedTranslation = ""
      for timeDetail in timeInfo:
        #Locate this in ASR dev/test, this is going to be very slow
        tmp = findTranscription(timeDetail)
        if tmp != -1:
          mergedTranslation = mergedTranslation + " " + tmp
      mergedTranslation = mergedTranslation.strip()
      transWords = [words[int(x)] for x in mergedTranslation.split()]
      newFile.write(" ".join(transWords) + "
  ")
      provFile.write(" ".join(transWords) + "
  ")
  
    newFile.close()
  provFile.close()