TIMIT+: Make TIMIT bearable (see top for instructions)

TIMIT+.py

#!/usr/bin/env python
# 
# TIMIT+.py: make TIMIT bearable to use
# Kyle Gorman <[email protected]
# 
# To use this: 
# 1. place in the same directory as a copy of TIMIT
# 2. install SoX and textgrid.py
# 3. run ./TIMIT+.py
# 
# A new copy of TIMIT, resampled with RIFF headers and textgrids and sorted
# properly, will be placed in your working directory.

from glob import iglob
from errno import EEXIST
from shutil import copytree
from os import makedirs, path, popen, remove, symlink

from textgrid import IntervalTier, TextGrid
# http://github.com/kylebgorman/textgrid.py


## imperfections of this:
# don't know what the source of DX or Q is
# don't have a proper treatment for syllabic sonorants

## global
SR = 16000.
OLDTIMIT = 'TIMIT'
NEWTIMIT = 'TIMIT+'

phone_list = set(['AO', 'AA', 'AE', 'AH', 'AW', 'AY', 'B', 'CH', 'D', 'DH',
                  'EH', 'ER', 'EY', 'F', 'G', 'HH', 'IH', 'IY', 'JH', 'K', 'L',
                  'M', 'N', 'NG', 'OW', 'OY', 'P', 'R', 'S', 'SH', 'T', 'TH',
                  'UH', 'UW', 'V', 'W', 'Y', 'Z', 'ZH', 'DX', 'Q'])

_fix = {'H#': 'sil', 'PAU': 'sp', 'EPI': 'sp', 'PCL': 'sp', 'BCL': 'sp',
        'TCL': 'sp', 'DCL': 'sp', 'KCL': 'sp', 'GCL': 'sp', 'EL': 'L',
        'EM': 'M', 'EN': 'N', 'ENG': 'NG', 'NX': 'N', 'HV': 'HH', 'AXR': 'ER',
        'UX': 'UW', 'IX': 'AH', 'AX': 'AH', 'AX-H': 'AH'}

## helpers

def transform_phone(phone):
    if phone in _fix: return _fix[phone]
    else: return phone

def mkdir_p(path):
    """
    Simulate the functionality of shell's 'mkdir -p' ("create a directory if
    it doesn't already exist"
    """
    try:
        makedirs(path)
    except OSError as exc:
        if exc.errno == EEXIST: pass
        else: raise


def ln_sf(src, dst):
    """
    Simulate the functionality of shell's 'ln -sf' ("Overwrite a symlink")
    """
    try:
        symlink(src, dst)
    except OSError as exc:
        if exc.errno == EEXIST:
            remove(dst)
            symlink(src, dst)


if __name__ == '__main__':
    # make some directories, etc.
    copytree(OLDTIMIT + '/DOC', NEWTIMIT + '/DOC') # creating the dir NEWTIMIT
    mkdir_p(NEWTIMIT + '/TGD/')
    mkdir_p(NEWTIMIT + '/TEST-D')
    mkdir_p(NEWTIMIT + '/TRAIN-D')
    mkdir_p(NEWTIMIT + '/TEST-S')
    mkdir_p(NEWTIMIT + '/TRAIN-S')
    mkdir_p(NEWTIMIT + '/TEST-D-S')
    mkdir_p(NEWTIMIT + '/TRAIN-D-S')
    for fid in iglob(OLDTIMIT + '/*/DR[1-9]/*/*.WAV'):
        # split up path
        (head, tail) = path.split(fid)
        (root, ext) = path.splitext(tail)
        (junk, category, dialect, speaker) = head.split('/')
        dash_d = NEWTIMIT + '/' + category + '-D/' + dialect
        dash_s = NEWTIMIT + '/' + category + '-S/' + speaker
        dash_d_dash_s = NEWTIMIT + '/' + category + '-D-S'
        lead = category + '_' + dialect + '_' + speaker + '_' + root
        fullpath = NEWTIMIT + '/' + category + '/' + dialect + '/' + speaker
        # make directory, just in case
        if not path.exists(fullpath):      mkdir_p(fullpath)
        if not path.exists(dash_d):        mkdir_p(dash_d)
        if not path.exists(dash_s):        mkdir_p(dash_s)
        if not path.exists(dash_d_dash_s): mkdir_p(dash_d_dash_s)
        # resample into 16-bit-sample RIFF headered WAV file
        wavfid = fullpath + '/' + lead + '.wav'
        popen('sox ' + fid + ' -b 16 ' + wavfid)
        # keep a list of phones to split
        split_list = []
        # open 'WRD' file
        wrd = IntervalTier('word')
        for line in open(head + '/' + root + '.WRD', 'r'):
            (start, stop, word) = line.rstrip().split(None, 2)
            start = int(start) / SR
            stop  = int(stop) / SR
            # catch and fix overlap
            try:
                wrd.add(start, stop, word.upper())
            except ValueError as (a, b):
                olap = (a.maxTime - b.minTime) / 2.
                a.maxTime -= olap
                b.minTime += olap
                wrd.addInterval(b)
                split_list.append(a.maxTime)
        # open 'PHN' file
        phn = IntervalTier('phone')
        for line in open(head + '/' + root + '.PHN', 'r'):
            (start, stop, phone) = line.rstrip().split(None, 2)
            start = int(start) / SR
            stop  = int(stop) / SR
            phone = transform_phone(phone.upper())
            # check for phone needing to be split, or just write out
            if split_list and start < split_list[0] < stop:
                phn.add(start, split_list[0], phone)
                phn.add(split_list[0], stop, phone)
                split_list.pop(0)
            else:
                phn.add(start, stop, phone)
        # write '.TextGrid' file
        tg = TextGrid()
        tg.extend((phn, wrd))
        tg.write(NEWTIMIT + '/TGD/' + lead + '.TextGrid')
        # write '.lab' file
        wordstring = ' '.join([w.mark for w in wrd])
        labfid = fullpath + '/' + lead + '.lab'
        open(fullpath + '/' + lead + '.lab', 'w').write(wordstring)
        # make symlinks using absolute paths
        ln_sf(path.abspath(labfid), path.abspath(dash_d) + '/' + lead + '.lab')
        ln_sf(path.abspath(wavfid), path.abspath(dash_d) + '/' + lead + '.wav')
        ln_sf(path.abspath(labfid), path.abspath(dash_s) + '/' + lead + '.lab')
        ln_sf(path.abspath(wavfid), path.abspath(dash_s) + '/' + lead + '.wav')
        ln_sf(path.abspath(labfid), path.abspath(dash_d_dash_s) + '/' +
                                                                 lead + '.lab')
        ln_sf(path.abspath(wavfid), path.abspath(dash_d_dash_s) + '/' +
                                                                 lead + '.wav')