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February 11, 2023 20:48
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Source code for vocal assistant.
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absl-py==0.12.0 | |
appdirs==1.4.4 | |
asgiref==3.3.4 | |
black==21.5b2 | |
cachetools==4.2.2 | |
certifi==2021.5.30 | |
cffi==1.14.6 | |
chardet==4.0.0 | |
click==7.1.2 | |
Django==3.2.3 | |
fastapi==0.65.1 | |
filelock==3.0.12 | |
Flask==2.0.0 | |
google-auth==1.30.1 | |
google-auth-oauthlib==0.4.4 | |
grpcio==1.38.0 | |
h11==0.12.0 | |
huggingface-hub==0.0.12 | |
idna==2.10 | |
itsdangerous==2.0.0 | |
Jinja2==3.0.0 | |
joblib==1.0.1 | |
Markdown==3.3.4 | |
MarkupSafe==2.0.0 | |
mypy-extensions==0.4.3 | |
numpy==1.20.3 | |
oauthlib==3.1.0 | |
packaging==21.0 | |
pathspec==0.8.1 | |
Pillow==8.3.1 | |
protobuf==3.17.1 | |
pyasn1==0.4.8 | |
pyasn1-modules==0.2.8 | |
PyAudio==0.2.11 | |
pycparser==2.20 | |
pydantic==1.8.2 | |
pyobjc==7.3 | |
pyobjc-core==7.3 | |
pyobjc-framework-Accessibility==7.3 | |
pyobjc-framework-Accounts==7.3 | |
pyobjc-framework-AddressBook==7.3 | |
pyobjc-framework-AdServices==7.3 | |
pyobjc-framework-AdSupport==7.3 | |
pyobjc-framework-AppleScriptKit==7.3 | |
pyobjc-framework-AppleScriptObjC==7.3 | |
pyobjc-framework-ApplicationServices==7.3 | |
pyobjc-framework-AppTrackingTransparency==7.3 | |
pyobjc-framework-AuthenticationServices==7.3 | |
pyobjc-framework-AutomaticAssessmentConfiguration==7.3 | |
pyobjc-framework-Automator==7.3 | |
pyobjc-framework-AVFoundation==7.3 | |
pyobjc-framework-AVKit==7.3 | |
pyobjc-framework-BusinessChat==7.3 | |
pyobjc-framework-CalendarStore==7.3 | |
pyobjc-framework-CallKit==7.3 | |
pyobjc-framework-CFNetwork==7.3 | |
pyobjc-framework-ClassKit==7.3 | |
pyobjc-framework-CloudKit==7.3 | |
pyobjc-framework-Cocoa==7.3 | |
pyobjc-framework-Collaboration==7.3 | |
pyobjc-framework-ColorSync==7.3 | |
pyobjc-framework-Contacts==7.3 | |
pyobjc-framework-ContactsUI==7.3 | |
pyobjc-framework-CoreAudio==7.3 | |
pyobjc-framework-CoreAudioKit==7.3 | |
pyobjc-framework-CoreBluetooth==7.3 | |
pyobjc-framework-CoreData==7.3 | |
pyobjc-framework-CoreHaptics==7.3 | |
pyobjc-framework-CoreLocation==7.3 | |
pyobjc-framework-CoreMedia==7.3 | |
pyobjc-framework-CoreMediaIO==7.3 | |
pyobjc-framework-CoreMIDI==7.3 | |
pyobjc-framework-CoreML==7.3 | |
pyobjc-framework-CoreMotion==7.3 | |
pyobjc-framework-CoreServices==7.3 | |
pyobjc-framework-CoreSpotlight==7.3 | |
pyobjc-framework-CoreText==7.3 | |
pyobjc-framework-CoreWLAN==7.3 | |
pyobjc-framework-CryptoTokenKit==7.3 | |
pyobjc-framework-DeviceCheck==7.3 | |
pyobjc-framework-DictionaryServices==7.3 | |
pyobjc-framework-DiscRecording==7.3 | |
pyobjc-framework-DiscRecordingUI==7.3 | |
pyobjc-framework-DiskArbitration==7.3 | |
pyobjc-framework-DVDPlayback==7.3 | |
pyobjc-framework-EventKit==7.3 | |
pyobjc-framework-ExceptionHandling==7.3 | |
pyobjc-framework-ExecutionPolicy==7.3 | |
pyobjc-framework-ExternalAccessory==7.3 | |
pyobjc-framework-FileProvider==7.3 | |
pyobjc-framework-FileProviderUI==7.3 | |
pyobjc-framework-FinderSync==7.3 | |
pyobjc-framework-FSEvents==7.3 | |
pyobjc-framework-GameCenter==7.3 | |
pyobjc-framework-GameController==7.3 | |
pyobjc-framework-GameKit==7.3 | |
pyobjc-framework-GameplayKit==7.3 | |
pyobjc-framework-ImageCaptureCore==7.3 | |
pyobjc-framework-IMServicePlugIn==7.3 | |
pyobjc-framework-InputMethodKit==7.3 | |
pyobjc-framework-InstallerPlugins==7.3 | |
pyobjc-framework-InstantMessage==7.3 | |
pyobjc-framework-Intents==7.3 | |
pyobjc-framework-IOSurface==7.3 | |
pyobjc-framework-iTunesLibrary==7.3 | |
pyobjc-framework-KernelManagement==7.3 | |
pyobjc-framework-LatentSemanticMapping==7.3 | |
pyobjc-framework-LaunchServices==7.3 | |
pyobjc-framework-libdispatch==7.3 | |
pyobjc-framework-LinkPresentation==7.3 | |
pyobjc-framework-LocalAuthentication==7.3 | |
pyobjc-framework-MapKit==7.3 | |
pyobjc-framework-MediaAccessibility==7.3 | |
pyobjc-framework-MediaLibrary==7.3 | |
pyobjc-framework-MediaPlayer==7.3 | |
pyobjc-framework-MediaToolbox==7.3 | |
pyobjc-framework-Metal==7.3 | |
pyobjc-framework-MetalKit==7.3 | |
pyobjc-framework-MetalPerformanceShaders==7.3 | |
pyobjc-framework-MetalPerformanceShadersGraph==7.3 | |
pyobjc-framework-MLCompute==7.3 | |
pyobjc-framework-ModelIO==7.3 | |
pyobjc-framework-MultipeerConnectivity==7.3 | |
pyobjc-framework-NaturalLanguage==7.3 | |
pyobjc-framework-NetFS==7.3 | |
pyobjc-framework-Network==7.3 | |
pyobjc-framework-NetworkExtension==7.3 | |
pyobjc-framework-NotificationCenter==7.3 | |
pyobjc-framework-OpenDirectory==7.3 | |
pyobjc-framework-OSAKit==7.3 | |
pyobjc-framework-OSLog==7.3 | |
pyobjc-framework-PassKit==7.3 | |
pyobjc-framework-PencilKit==7.3 | |
pyobjc-framework-Photos==7.3 | |
pyobjc-framework-PhotosUI==7.3 | |
pyobjc-framework-PreferencePanes==7.3 | |
pyobjc-framework-PushKit==7.3 | |
pyobjc-framework-Quartz==7.3 | |
pyobjc-framework-QuickLookThumbnailing==7.3 | |
pyobjc-framework-ReplayKit==7.3 | |
pyobjc-framework-SafariServices==7.3 | |
pyobjc-framework-SceneKit==7.3 | |
pyobjc-framework-ScreenSaver==7.3 | |
pyobjc-framework-ScreenTime==7.3 | |
pyobjc-framework-ScriptingBridge==7.3 | |
pyobjc-framework-SearchKit==7.3 | |
pyobjc-framework-Security==7.3 | |
pyobjc-framework-SecurityFoundation==7.3 | |
pyobjc-framework-SecurityInterface==7.3 | |
pyobjc-framework-ServiceManagement==7.3 | |
pyobjc-framework-Social==7.3 | |
pyobjc-framework-SoundAnalysis==7.3 | |
pyobjc-framework-Speech==7.3 | |
pyobjc-framework-SpriteKit==7.3 | |
pyobjc-framework-StoreKit==7.3 | |
pyobjc-framework-SyncServices==7.3 | |
pyobjc-framework-SystemConfiguration==7.3 | |
pyobjc-framework-SystemExtensions==7.3 | |
pyobjc-framework-UniformTypeIdentifiers==7.3 | |
pyobjc-framework-UserNotifications==7.3 | |
pyobjc-framework-UserNotificationsUI==7.3 | |
pyobjc-framework-VideoSubscriberAccount==7.3 | |
pyobjc-framework-VideoToolbox==7.3 | |
pyobjc-framework-Virtualization==7.3 | |
pyobjc-framework-Vision==7.3 | |
pyobjc-framework-WebKit==7.3 | |
pyparsing==2.4.7 | |
pyttsx3==2.90 | |
pytz==2021.1 | |
PyYAML==5.4.1 | |
regex==2021.4.4 | |
requests==2.25.1 | |
requests-oauthlib==1.3.0 | |
rsa==4.7.2 | |
sacremoses==0.0.45 | |
six==1.16.0 | |
snowboy==1.2.0b1 | |
SoundFile==0.10.3.post1 | |
speech-recognition-fork==3.8.1.2021.6.14 | |
SpeechRecognition==3.8.1 | |
sqlparse==0.4.1 | |
starlette==0.14.2 | |
tensorboard==2.5.0 | |
tensorboard-data-server==0.6.1 | |
tensorboard-plugin-wit==1.8.0 | |
tokenizers==0.10.3 | |
toml==0.10.2 | |
torch==1.9.0 | |
torchaudio==0.9.0 | |
torchvision==0.10.0 | |
tqdm==4.61.2 | |
transformers==4.8.2 | |
typing-extensions==3.10.0.0 | |
urllib3==1.26.5 | |
uvicorn==0.13.4 | |
vosk==0.3.30 | |
Werkzeug==2.0.0 |
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#!/usr/bin/env python3 | |
from transformers import pipeline | |
from transformers import AutoTokenizer, AutoModelForSeq2SeqLM | |
import os | |
import time | |
import speech_recognition as sr | |
import pyttsx3 | |
engine = pyttsx3.init() | |
tokenizer = AutoTokenizer.from_pretrained("facebook/blenderbot-400M-distill") | |
model = AutoModelForSeq2SeqLM.from_pretrained("facebook/blenderbot-400M-distill") | |
def GivenCommand(test_mode=False): | |
Input = "" | |
r = sr.Recognizer() | |
with sr.Microphone() as source: | |
print("Listening...") | |
r.pause_threshold = 1 | |
r.adjust_for_ambient_noise(source) | |
audio = r.listen(source) | |
try: | |
Input = r.recognize_google(audio, language="english") | |
print("You: " + Input + "\n") | |
except sr.UnknownValueError: | |
talk("Sorry, I didn't understand that. Try typing it here!") | |
Input = str(input("Command: ")) | |
return Input | |
def talk(say_this): | |
print(say_this) | |
engine = pyttsx3.init() | |
engine.say(say_this) | |
engine.runAndWait() | |
def sentimentAnalysis(utterance: str): | |
classifier = pipeline('sentiment-analysis') | |
result = classifier(utterance) | |
return result | |
def blenderbot400M(utterance): | |
inputs = tokenizer([utterance], return_tensors="pt") | |
reply_ids = model.generate(**inputs) | |
responses = [ | |
tokenizer.decode(g, skip_special_tokens=True, clean_up_tokenization_spaces=True) | |
for g in reply_ids | |
] | |
return responses[0] | |
if __name__ == "__main__": | |
while True: | |
time.sleep(0.1) | |
Input = GivenCommand() | |
print("Input {}".format(Input)) | |
Input = Input.lower() | |
if "goodbye" in Input or "bye" in Input: | |
talk("Bye, have a great day.") | |
break | |
else: | |
sentiment = sentimentAnalysis(Input)[0].get('label', 'noop') | |
if sentiment == 'POSITIVE': | |
talk('You sound POSITIVE ! Yay') | |
if sentiment == 'NEGATIVE': | |
talk('You sound NEGATIVE') | |
response = blenderbot400M(Input) | |
talk(response) |
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