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metaDataCreator.py
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167 lines (135 loc) · 6.61 KB
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__author__ = 'eeamesX'
import os.path
from lxml import etree
class MetaData:
validSpeakerChildren = ['speakerId', 'gender', 'ageGroupMin', 'ageGroupMax', 'nativeSpeaker']
# validAudioChildren = ['duration', 'mic', 'environment', 'sampleRate', 'bitDepth', 'channels', 'encoding', 'filePath']
validAudioChildren = ['sampleRate', 'bitDepth', 'filePath']
validSessionChildren = ['speed', 'subDomain', 'windCondition']
validGeneralChildren = ['originalFileName', 'dateOfDelivery', 'dateOfProcessing']
validHardwareSetupChildren = ['micType', 'bikeUnit', 'micAngle']
def __init__(self):
self.root = etree.Element("Meta")
pass
def addSamplePair(self, sampleNode):
self.root.append(sampleNode)
def createDeviceNode(self, manufacturer=None, os=None, cpu=None, model=None, osVersion=None):
pass
#def createSpeakerNode(self, speakerId=None, gender=None, ageGroupMin=None, ageGroupMax=None, nativeSpeaker=None):
def createSpeakerNode(self, **kwargs):
if not set(kwargs.keys()).issubset(set(MetaData.validSpeakerChildren)):
raise KeyError("Speaker children passed in do not belong in list of valid speaker children tag names")
speakerNode = etree.Element("Speaker")
for key in kwargs:
speakerChildNode = etree.Element(key)
speakerChildNode.text = kwargs[key]
speakerNode.append(speakerChildNode)
self.root.append(speakerNode)
def createAudioNode(self, **kwargs):
if not set(kwargs.keys()).issubset(set(MetaData.validAudioChildren)):
raise KeyError("Audio children passed in do not belong in list of valid audio children tag names")
audioNode = etree.Element("Audio")
if "filePath" in kwargs and os.path.exists(kwargs["filePath"]):
overrideAudioParams(kwargs)
del kwargs["filePath"]
for key in kwargs:
audioChildNode = etree.Element(key)
audioChildNode.text = str(kwargs[key])
audioNode.append(audioChildNode)
self.root.append(audioNode)
def createSessionNode(self, **kwargs):
if not set(kwargs.keys()).issubset(set(MetaData.validSessionChildren)):
raise KeyError("Speaker children passed in do not belong in list of valid session children tag names")
sessionNode = etree.Element("Session")
for key in kwargs:
sessionChildNode = etree.Element(key)
sessionChildNode.text = kwargs[key]
sessionNode.append(sessionChildNode)
self.root.append(sessionNode)
def createGeneralNode(self, **kwargs):
if not set(kwargs.keys()).issubset(set(MetaData.validGeneralChildren)):
raise KeyError("Speaker children passed in do not belong in list of valid general children tag names")
generalNode = etree.Element("General")
for key in kwargs:
generalChildNode = etree.Element(key)
generalChildNode.text = kwargs[key]
generalNode.append(generalChildNode)
self.root.append(generalNode)
def createHardwareSetupNode(self, **kwargs):
if not set(kwargs.keys()).issubset(set(MetaData.validHardwareSetupChildren)):
raise KeyError("Speaker children passed in do not belong in list of valid hardware setup children tag names")
hardwareSetupNode = etree.Element("HardwareSetup")
for key in kwargs:
hardwareSetupChildNode = etree.Element(key)
hardwareSetupChildNode.text = kwargs[key]
hardwareSetupNode.append(hardwareSetupChildNode)
self.root.append(hardwareSetupNode)
def createPromptNode(*args):
promptNode = etree.Element("Prompt")
for arg in args:
if arg[1].strip() != '':
promptChildNode = etree.Element(arg[0])
promptChildNode.text = arg[1]
promptNode.append(promptChildNode)
return promptNode
def createPostProcNode(startOfSpeech=None, endOfSpeech=None, utteranceTranscript=None, signalQuality=None, startOfSession=None, endOfSession=None):
startOfSpeechNode, endOfSpeechNode, speechDurationNode, utteranceTranscriptNode, signalQualityNode, startOfSessionNode, endOfSessionNode, startTimeNode, endTimeNode = None, None, None, None, None, None, None, None, None
if startOfSpeech:
startOfSpeechNode = etree.Element("startOfSpeech")
startOfSpeechNode.text = timeFormatConverter(float(startOfSpeech))
if endOfSpeech:
endOfSpeechNode = etree.Element("endOfSpeech")
endOfSpeechNode.text = timeFormatConverter(float(endOfSpeech))
if startOfSpeech and endOfSpeech:
speechDurationNode = etree.Element("speechDuration")
speechDurationNode.text = timeFormatConverter(float(endOfSpeech)-float(startOfSpeech))
if utteranceTranscript:
utteranceTranscriptNode = etree.Element("utteranceTranscript")
utteranceTranscriptNode.text = utteranceTranscript
if signalQuality:
signalQualityNode = etree.Element("signalQuality")
signalQualityNode.text = signalQuality
if startOfSession:
startOfSessionNode = etree.Element("startSession")
startOfSessionNode.text = startOfSession
if endOfSession:
endOfSessionNode = etree.Element("endSession")
endOfSessionNode.text = endOfSession
#if SpeedOfWind:
#SpeedOfWindNode = etree.Element("windSpeed")
#SpeedOfWindNode.text = SpeedOfWind
nodesToAdd = [startOfSpeechNode, endOfSpeechNode, speechDurationNode, utteranceTranscriptNode, signalQualityNode, startOfSessionNode, endOfSessionNode, endTimeNode, startTimeNode]
nonNullNodes = [node for node in nodesToAdd if node is not None]
postProcNode = etree.Element("postProc")
for node in nonNullNodes:
postProcNode.append(node)
return postProcNode
def SpeedOfWind():
pass
def overrideAudioParams(oldKwargs):
filePath = oldKwargs["filePath"]
import wave
f = wave.open(filePath, 'rb')
# get duration
fframes = f.getnframes()
frate = f.getframerate()
fduration = float(fframes / float(frate))
# get num channels
fchannels = f.getnchannels()
# get bitdepth
fbitDepth = f.getsampwidth()*8
oldKwargs["bitDepth"] = fbitDepth
oldKwargs["channels"] = fchannels
oldKwargs["sampleRate"] = frate
oldKwargs["duration"] = timeFormatConverter(fduration)
"""time format converter """
def timeFormatConverter(time):
seconds = time
microseconds = seconds % 1
microString = ""
if microseconds != 0:
microString = str(microseconds)[1:5]
minutes = seconds // 60
hours = minutes // 60
getTime = ("%02d:%02d:%02d" % (hours, minutes % 60, seconds % 60)) + microString
return getTime