# Natural Language Toolkit: TextGrid analysis # # Copyright (C) 2001-2011 NLTK Project # Author: Margaret Mitchell # Steven Bird (revisions) # URL: # For license information, see LICENSE.TXT # """ Tools for reading TextGrid files, the format used by Praat. Module contents =============== The textgrid corpus reader provides 4 data items and 1 function for each textgrid file. For each tier in the file, the reader provides 10 data items and 2 functions. For the full textgrid file: - size The number of tiers in the file. - xmin First marked time of the file. - xmax Last marked time of the file. - t_time xmax - xmin. - text_type The style of TextGrid format: - ooTextFile: Organized by tier. - ChronTextFile: Organized by time. - OldooTextFile: Similar to ooTextFile. - to_chron() Convert given file to a ChronTextFile format. - to_oo() Convert given file to an ooTextFile format. For each tier: - text_type The style of TextGrid format, as above. - classid The style of transcription on this tier: - IntervalTier: Transcription is marked as intervals. - TextTier: Transcription is marked as single points. - nameid The name of the tier. - xmin First marked time of the tier. - xmax Last marked time of the tier. - size Number of entries in the tier. - transcript The raw transcript for the tier. - simple_transcript The transcript formatted as a list of tuples: (time1, time2, utterance). - tier_info List of (classid, nameid, xmin, xmax, size, transcript). - min_max() A tuple of (xmin, xmax). - time(non_speech_marker) Returns the utterance time of a given tier. Excludes entries that begin with a non-speech marker. """ # needs more cleanup, subclassing, epydoc docstrings import sys import re TEXTTIER = "TextTier" INTERVALTIER = "IntervalTier" OOTEXTFILE = re.compile(r"""(?x) xmin\ =\ (.*)[\r\n]+ xmax\ =\ (.*)[\r\n]+ [\s\S]+?size\ =\ (.*)[\r\n]+ """) CHRONTEXTFILE = re.compile(r"""(?x) [\r\n]+(\S+)\ (\S+)\ +!\ Time\ domain.\ *[\r\n]+ (\S+)\ +!\ Number\ of\ tiers.\ *[\r\n]+" """) OLDOOTEXTFILE = re.compile(r"""(?x) [\r\n]+(\S+) [\r\n]+(\S+) [\r\n]+.+[\r\n]+(\S+) """) ################################################################# # TextGrid Class ################################################################# class TextGrid(object): """ Class to manipulate the TextGrid format used by Praat. Separates each tier within this file into its own Tier object. Each TextGrid object has a number of tiers (size), xmin, xmax, a text type to help with the different styles of TextGrid format, and tiers with their own attributes. """ def __init__(self, read_file): """ Takes open read file as input, initializes attributes of the TextGrid file. @type read_file: An open TextGrid file, mode "r". @param size: Number of tiers. @param xmin: xmin. @param xmax: xmax. @param t_time: Total time of TextGrid file. @param text_type: TextGrid format. @type tiers: A list of tier objects. """ self.read_file = read_file self.size = 0 self.xmin = 0 self.xmax = 0 self.t_time = 0 self.text_type = self._check_type() self.tiers = self._find_tiers() def __iter__(self): for tier in self.tiers: yield tier def next(self): if self.idx == (self.size - 1): raise StopIteration self.idx += 1 return self.tiers[self.idx] @staticmethod def load(file): """ @param file: a file in TextGrid format """ return TextGrid(open(file).read()) def _load_tiers(self, header): """ Iterates over each tier and grabs tier information. """ tiers = [] if self.text_type == "ChronTextFile": m = re.compile(header) tier_headers = m.findall(self.read_file) tier_re = " \d+.?\d* \d+.?\d*[\r\n]+\"[^\"]*\"" for i in range(0, self.size): tier_info = [tier_headers[i]] + \ re.findall(str(i + 1) + tier_re, self.read_file) tier_info = "\n".join(tier_info) tiers.append(Tier(tier_info, self.text_type, self.t_time)) return tiers tier_re = header + "[\s\S]+?(?=" + header + "|$$)" m = re.compile(tier_re) tier_iter = m.finditer(self.read_file) for iterator in tier_iter: (begin, end) = iterator.span() tier_info = self.read_file[begin:end] tiers.append(Tier(tier_info, self.text_type, self.t_time)) return tiers def _check_type(self): """ Figures out the TextGrid format. """ m = re.match("(.*)[\r\n](.*)[\r\n](.*)[\r\n](.*)", self.read_file) try: type_id = m.group(1).strip() except AttributeError: raise TypeError("Cannot read file -- try TextGrid.load()") xmin = m.group(4) if type_id == "File type = \"ooTextFile\"": if "xmin" not in xmin: text_type = "OldooTextFile" else: text_type = "ooTextFile" elif type_id == "\"Praat chronological TextGrid text file\"": text_type = "ChronTextFile" else: raise TypeError("Unknown format '(%s)'", (type_id)) return text_type def _find_tiers(self): """ Splits the textgrid file into substrings corresponding to tiers. """ if self.text_type == "ooTextFile": m = OOTEXTFILE header = " +item \[" elif self.text_type == "ChronTextFile": m = CHRONTEXTFILE header = "\"\S+\" \".*\" \d+\.?\d* \d+\.?\d*" elif self.text_type == "OldooTextFile": m = OLDOOTEXTFILE header = "\".*\"[\r\n]+\".*\"" file_info = m.findall(self.read_file)[0] self.xmin = float(file_info[0]) self.xmax = float(file_info[1]) self.t_time = self.xmax - self.xmin self.size = int(file_info[2]) tiers = self._load_tiers(header) return tiers def to_chron(self): """ @return: String in Chronological TextGrid file format. """ chron_file = "" chron_file += "\"Praat chronological TextGrid text file\"\n" chron_file += str(self.xmin) + " " + str(self.xmax) chron_file += " ! Time domain.\n" chron_file += str(self.size) + " ! Number of tiers.\n" for tier in self.tiers: idx = (self.tiers.index(tier)) + 1 tier_header = "\"" + tier.classid + "\" \"" \ + tier.nameid + "\" " + str(tier.xmin) \ + " " + str(tier.xmax) chron_file += tier_header + "\n" transcript = tier.simple_transcript for (xmin, xmax, utt) in transcript: chron_file += str(idx) + " " + str(xmin) chron_file += " " + str(xmax) +"\n" chron_file += "\"" + utt + "\"\n" return chron_file def to_oo(self): """ @return: A string in OoTextGrid file format. """ oo_file = "" oo_file += "File type = \"ooTextFile\"\n" oo_file += "Object class = \"TextGrid\"\n\n" oo_file += "xmin = ", self.xmin, "\n" oo_file += "xmax = ", self.xmax, "\n" oo_file += "tiers? \n" oo_file += "size = ", self.size, "\n" oo_file += "item []:\n" for i in range(len(self.tiers)): oo_file += "%4s%s [%s]" % ("", "item", i + 1) _curr_tier = self.tiers[i] for (x, y) in _curr_tier.header: oo_file += "%8s%s = \"%s\"" % ("", x, y) if _curr_tier.classid != TEXTTIER: for (xmin, xmax, text) in _curr_tier.simple_transcript: oo_file += "%12s%s = %s" % ("", "xmin", xmin) oo_file += "%12s%s = %s" % ("", "xmax", xmax) oo_file += "%12s%s = \"%s\"" % ("", "text", text) else: for (time, mark) in _curr_tier.simple_transcript: oo_file += "%12s%s = %s" % ("", "time", time) oo_file += "%12s%s = %s" % ("", "mark", mark) return oo_file ################################################################# # Tier Class ################################################################# class Tier(object): """ A container for each tier. """ def __init__(self, tier, text_type, t_time): """ Initializes attributes of the tier: class, name, xmin, xmax size, transcript, total time. Utilizes text_type to guide how to parse the file. @type tier: a tier object; single item in the TextGrid list. @param text_type: TextGrid format @param t_time: Total time of TextGrid file. @param classid: Type of tier (point or interval). @param nameid: Name of tier. @param xmin: xmin of the tier. @param xmax: xmax of the tier. @param size: Number of entries in the tier @param transcript: The raw transcript for the tier. """ self.tier = tier self.text_type = text_type self.t_time = t_time self.classid = "" self.nameid = "" self.xmin = 0 self.xmax = 0 self.size = 0 self.transcript = "" self.tier_info = "" self._make_info() self.simple_transcript = self.make_simple_transcript() if self.classid != TEXTTIER: self.mark_type = "intervals" else: self.mark_type = "points" self.header = [("class", self.classid), ("name", self.nameid), \ ("xmin", self.xmin), ("xmax", self.xmax), ("size", self.size)] def __iter__(self): return self def _make_info(self): """ Figures out most attributes of the tier object: class, name, xmin, xmax, transcript. """ trans = "([\S\s]*)" if self.text_type == "ChronTextFile": classid = "\"(.*)\" +" nameid = "\"(.*)\" +" xmin = "(\d+\.?\d*) +" xmax = "(\d+\.?\d*) *[\r\n]+" # No size values are given in the Chronological Text File format. self.size = None size = "" elif self.text_type == "ooTextFile": classid = " +class = \"(.*)\" *[\r\n]+" nameid = " +name = \"(.*)\" *[\r\n]+" xmin = " +xmin = (\d+\.?\d*) *[\r\n]+" xmax = " +xmax = (\d+\.?\d*) *[\r\n]+" size = " +\S+: size = (\d+) *[\r\n]+" elif self.text_type == "OldooTextFile": classid = "\"(.*)\" *[\r\n]+" nameid = "\"(.*)\" *[\r\n]+" xmin = "(\d+\.?\d*) *[\r\n]+" xmax = "(\d+\.?\d*) *[\r\n]+" size = "(\d+) *[\r\n]+" m = re.compile(classid + nameid + xmin + xmax + size + trans) self.tier_info = m.findall(self.tier)[0] self.classid = self.tier_info[0] self.nameid = self.tier_info[1] self.xmin = float(self.tier_info[2]) self.xmax = float(self.tier_info[3]) if self.size != None: self.size = int(self.tier_info[4]) self.transcript = self.tier_info[-1] def make_simple_transcript(self): """ @return: Transcript of the tier, in form [(start_time end_time label)] """ if self.text_type == "ChronTextFile": trans_head = "" trans_xmin = " (\S+)" trans_xmax = " (\S+)[\r\n]+" trans_text = "\"([\S\s]*?)\"" elif self.text_type == "ooTextFile": trans_head = " +\S+ \[\d+\]: *[\r\n]+" trans_xmin = " +\S+ = (\S+) *[\r\n]+" trans_xmax = " +\S+ = (\S+) *[\r\n]+" trans_text = " +\S+ = \"([^\"]*?)\"" elif self.text_type == "OldooTextFile": trans_head = "" trans_xmin = "(.*)[\r\n]+" trans_xmax = "(.*)[\r\n]+" trans_text = "\"([\S\s]*?)\"" if self.classid == TEXTTIER: trans_xmin = "" trans_m = re.compile(trans_head + trans_xmin + trans_xmax + trans_text) self.simple_transcript = trans_m.findall(self.transcript) return self.simple_transcript def transcript(self): """ @return: Transcript of the tier, as it appears in the file. """ return self.transcript def time(self, non_speech_char="."): """ @return: Utterance time of a given tier. Screens out entries that begin with a non-speech marker. """ total = 0.0 if self.classid != TEXTTIER: for (time1, time2, utt) in self.simple_transcript: utt = utt.strip() if utt and not utt[0] == ".": total += (float(time2) - float(time1)) return total def tier_name(self): """ @return: Tier name of a given tier. """ return self.nameid def classid(self): """ @return: Type of transcription on tier. """ return self.classid def min_max(self): """ @return: (xmin, xmax) tuple for a given tier. """ return (self.xmin, self.xmax) def __repr__(self): return "<%s \"%s\" (%.2f, %.2f) %.2f%%>" % (self.classid, self.nameid, self.xmin, self.xmax, 100*self.time()/self.t_time) def __str__(self): return self.__repr__() + "\n " + "\n ".join(" ".join(row) for row in self.simple_transcript) def demo_TextGrid(demo_data): print("** Demo of the TextGrid class. **") fid = TextGrid(demo_data) print("Tiers:", fid.size) for i, tier in enumerate(fid): print("\n***") print("Tier:", i + 1) print(tier) def demo(): # Each demo demonstrates different TextGrid formats. print("Format 1") demo_TextGrid(demo_data1) print("\nFormat 2") demo_TextGrid(demo_data2) print("\nFormat 3") demo_TextGrid(demo_data3) demo_data1 = """File type = "ooTextFile" Object class = "TextGrid" xmin = 0 xmax = 2045.144149659864 tiers? size = 3 item []: item [1]: class = "IntervalTier" name = "utterances" xmin = 0 xmax = 2045.144149659864 intervals: size = 5 intervals [1]: xmin = 0 xmax = 2041.4217474125382 text = "" intervals [2]: xmin = 2041.4217474125382 xmax = 2041.968276643991 text = "this" intervals [3]: xmin = 2041.968276643991 xmax = 2042.5281632653062 text = "is" intervals [4]: xmin = 2042.5281632653062 xmax = 2044.0487352585324 text = "a" intervals [5]: xmin = 2044.0487352585324 xmax = 2045.144149659864 text = "demo" item [2]: class = "TextTier" name = "notes" xmin = 0 xmax = 2045.144149659864 points: size = 3 points [1]: time = 2041.4217474125382 mark = ".begin_demo" points [2]: time = 2043.8338291031832 mark = "voice gets quiet here" points [3]: time = 2045.144149659864 mark = ".end_demo" item [3]: class = "IntervalTier" name = "phones" xmin = 0 xmax = 2045.144149659864 intervals: size = 12 intervals [1]: xmin = 0 xmax = 2041.4217474125382 text = "" intervals [2]: xmin = 2041.4217474125382 xmax = 2041.5438290324326 text = "D" intervals [3]: xmin = 2041.5438290324326 xmax = 2041.7321032910372 text = "I" intervals [4]: xmin = 2041.7321032910372 xmax = 2041.968276643991 text = "s" intervals [5]: xmin = 2041.968276643991 xmax = 2042.232189031843 text = "I" intervals [6]: xmin = 2042.232189031843 xmax = 2042.5281632653062 text = "z" intervals [7]: xmin = 2042.5281632653062 xmax = 2044.0487352585324 text = "eI" intervals [8]: xmin = 2044.0487352585324 xmax = 2044.2487352585324 text = "dc" intervals [9]: xmin = 2044.2487352585324 xmax = 2044.3102321849011 text = "d" intervals [10]: xmin = 2044.3102321849011 xmax = 2044.5748932104329 text = "E" intervals [11]: xmin = 2044.5748932104329 xmax = 2044.8329108578437 text = "m" intervals [12]: xmin = 2044.8329108578437 xmax = 2045.144149659864 text = "oU" """ demo_data2 = """File type = "ooTextFile" Object class = "TextGrid" 0 2.8 2 "IntervalTier" "utterances" 0 2.8 3 0 1.6229213249309031 "" 1.6229213249309031 2.341428074708195 "demo" 2.341428074708195 2.8 "" "IntervalTier" "phones" 0 2.8 6 0 1.6229213249309031 "" 1.6229213249309031 1.6428291382019483 "dc" 1.6428291382019483 1.65372183721983721 "d" 1.65372183721983721 1.94372874328943728 "E" 1.94372874328943728 2.13821938291038210 "m" 2.13821938291038210 2.341428074708195 "oU" 2.341428074708195 2.8 "" """ demo_data3 = """"Praat chronological TextGrid text file" 0 2.8 ! Time domain. 2 ! Number of tiers. "IntervalTier" "utterances" 0 2.8 "IntervalTier" "utterances" 0 2.8 1 0 1.6229213249309031 "" 2 0 1.6229213249309031 "" 2 1.6229213249309031 1.6428291382019483 "dc" 2 1.6428291382019483 1.65372183721983721 "d" 2 1.65372183721983721 1.94372874328943728 "E" 2 1.94372874328943728 2.13821938291038210 "m" 2 2.13821938291038210 2.341428074708195 "oU" 1 1.6229213249309031 2.341428074708195 "demo" 1 2.341428074708195 2.8 "" 2 2.341428074708195 2.8 "" """ if __name__ == "__main__": demo()