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pizzawit.py
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# pizzawit - Talks to wit.ai for speech recognition and analysis in order
# to make a pizza-ordering chatbot. No actual phone call is made.
#
# See here for details: https://hackaday.com/?p=312908
#
# Copyright (c) 2018 - Steven Dufresne
#
# Permission is hereby granted, free of charge, to any person obtaining
# a copy of this software and associated documentation files (the
# "Software"), to deal in the Software without restriction, including
# without limitation the rights to use, copy, modify, merge, publish,
# distribute, sublicense, and/or sell copies of the Software, and to
# permit persons to whom the Software is furnished to do so, subject
# to the following conditions:
#
# The above copyright notice and this permission notice shall be
# included in all copies or substantial portions of the Software.
#
# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND,
# EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF
# MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT.
# IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY
# CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT,
# TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE
# SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
#
import os
from wit import Wit
# Put your access token from wit here. Get this from your App's Settings on
# https://wit.ai. The Server Access Token works.
access_token = 'XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX'
client = Wit(access_token)
def do_wit_natural_language_processing(audio_file):
# do_wit_natural_language_processing - Have Wit.ai process the given
# .wav file to convert the speech to text as well as analyse it and
# map it to entities which we've trained Wit.ai for and extract any
# data where appropriate.
with open(audio_file, 'rb') as f:
resp = client.speech(f, None, {'Content-Type': 'audio/wav'})
return resp
return None
# these are all the things the pizza place will say in the order it will
# say it. If we have an actual phone then this would be replaced by the
# input from the phone
conv_place = 0
conv_numb = 7
conv = ['audio_johnnys_greeting.wav',
'audio_johnnys_asking_for_toppings.wav',
'audio_johnnys_asking_is_that_all.wav',
'audio_johnnys_asking_is_that_all.wav',
'audio_johnnys_pickup_or_delivery.wav',
'audio_johnnys_giving_duration.wav',
'audio_johnnys_bye.wav']
def get_phone_response():
# get_phone_response - Get the next thing said by the person at the pizza
# store on the other end of the phone. We pretend and instead just return
# the name of the next wave file in our pretend conversation.
#
global conv_place
if conv_place == conv_numb:
return None
conv_place += 1
return conv[conv_place-1]
def first_entity_intent_value(entities, entity):
# first_entity_intent_value - Given a response from Wit.ai, if it contains
# an intent with a value, and the value is the same at entity then return
# the value as confirmation. Everything else returns None.
#
if 'intent' not in entities:
return None
val = entities['intent'][0]['value']
if not val:
return None
if val != entity:
return None
return val['value'] if isinstance(val, dict) else val
coke_ordered = False
while True:
# Get the next thing said by the pizza place, have Wit.ai do natural
# language processing on it, and also play it to the speaker.
audio_file = get_phone_response()
if audio_file == None:
break; # the conversation is finished
print("%s" % audio_file)
resp = do_wit_natural_language_processing(audio_file)
print(resp)
os.system('aplay ' + audio_file)
# Check if what was said matches any of the things we expected the pizza
# place to have said.
greeting = first_entity_intent_value(resp['entities'], 'greeting')
asking_for_toppings = first_entity_intent_value(resp['entities'], 'asking_for_toppings')
asking_is_that_all = first_entity_intent_value(resp['entities'], 'asking_is_that_all')
asking_pickup_or_delivery = first_entity_intent_value(resp['entities'], 'asking_pickup_or_delivery')
give_order_ready_time = first_entity_intent_value(resp['entities'], 'give_order_ready_time')
bye = first_entity_intent_value(resp['entities'], 'bye')
# Based on what the pizza place said, play an appropriate response to
# the speaker.
#
# Note that there are two approaches for speaking below, playing
# prerecorded clips or using Festival, a free text-to-speech program
# (https://elinux.org/RPi_Text_to_Speech_(Speech_Synthesis)).
if greeting:
os.system('aplay audio_customer_greeting_order_pizza.wav')
#os.system("echo %s | festival --tts" % "Hi. Id like to order one small pizza.")
elif asking_for_toppings:
os.system('aplay audio_customer_toppings.wav')
#os.system("echo %s | festival --tts" % "Green peppers, mushrooms, and meatballs.")
elif asking_is_that_all:
if not coke_ordered:
os.system('aplay audio_customer_one_coke.wav')
#os.system("echo %s | festival --tts" % "One Coke.")
coke_ordered = True
else:
os.system('aplay audio_customer_yes.wav')
#os.system("echo %s | festival --tts" % "Yes.")
elif asking_pickup_or_delivery:
os.system('aplay audio_customer_for_pickup.wav')
#os.system("echo %s | festival --tts" % "For pick up.")
elif give_order_ready_time:
pickup_in = resp['entities']['giving_duration'][0]['value']
print('Pick up in %d minutes' % pickup_in)
os.system('aplay audio_customer_okay_thanks.wav')
#os.system("echo %s | festival --tts" % "Okay, thanks.")
elif bye:
os.system('aplay audio_customer_bye.wav')
#os.system("echo %s | festival --tts" % "Bye.")
else:
os.system('aplay audio_customer_didnt_understand.wav')
#os.system("echo %s | festival --tts" % "Im sorry, I didn't understand that. I'll get a human on the line.")
print('HELP!!!!!!!!')
break