# October 2021, copyleft || Kamome and Funix || Speech-to-Derive * The Myth of Natural Language || Roodkapje, Rotterdam
# NLTK (Natural Language ToolKit) is a library for Natural Language Process.
# We will use it to get the Part Of Speech (POS) of the speech-to-text results.
#
# What does it mean?
#
# It works as grammar tagging: for instance, the sentence "Around the clouds"
# would have this output:
#
# [('Around', 'IN'), ('the', 'DT'), ('clouds', 'NN')]
#
# 'IN' means 'preposition' - 'DT' means 'determiner' - 'NN' means 'noun, common, singular or mass'
import nltk # to use NLTK
# to create delays :: for having a few seconds to check the console
import time
# Open the speech-to-text result :: downloaded from the web interface >>
with open('../speech.txt', 'r') as speech: # let's import the text
text = speech.read() # and make python read it :)
print(text) # print it!
time.sleep(2) # check it in the console!
tokens = nltk.word_tokenize(text) # Tokenize the words :: split each word
# Elaborate the Part of Speech! It will create an array, a list
pos = nltk.pos_tag(tokens)
# print(pos) # print the array!
# time.sleep(2) # check it in the console!
# To see all the POS tags, open the terminal and copy:
#
# python3
# import nltk
# nltk.help.upenn_tagset()
# see also:
# https://cheatography.com/deacondesperado/cheat-sheets/nltk-part-of-speech-tags/
# start the layouting :: html + css + paged.js >>
#
# declare html :: we will fill it in the process with loops
# declare the first part of the text for two html files with different CSS
html = ''
html1 = '''
📡 💻📘
Title!
Authors!
'''
html2 = '''
📡 💻📘
Title!
Authors!
'''
# Process each element of the list
for e in pos: # e is the current element, pos is the array to process
print(e)
if e[0] == '.': # if e is a dot, its class will be 'dot'
html += " . \n"
else: # fill the html with each word and assign it as class its POS
html += " "+e[0]+" \n"
# Close the html text
html += '''
'''
# to tidy wrong " . " and " ' " position
html = html.replace(' .', '.').replace(" '", "'")
# Save the files!
with open('../2_layout/1.html', 'w', encoding='utf-8') as index:
index.write(html1)
index.write(html)
index.close()
with open('../2_layout/2.html', 'w', encoding='utf-8') as index:
index.write(html2)
index.write(html)
index.close()