lab3 / code /ridge_utils /textgrid.py
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# Natural Language Toolkit: TextGrid analysis
#
# Copyright (C) 2001-2011 NLTK Project
# Author: Margaret Mitchell <itallow@gmail.com>
# Steven Bird <sb@csse.unimelb.edu.au> (revisions)
# URL: <http://www.nltk.org>
# 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? <exists>\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? <exists>
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
<exists>
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()