Sreekumar1608's picture
Update app.py
4d4b76a
import openai
import pyttsx3
import speech_recognition as sr
openai.api_key = "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"
#initialize engine (text to speech)
engine = pyttsx3.init()
def transcribe_audio_to_tell(filename):
recognizer = sr.Recognizer()
with sr.Audiofile(filename) as source:
audio = recognizer.record(source)
try:
return recognizer.recognize_google(audio)
except:
print('Skipping unknown error')
def generate_response(prompt):
response = openai.Completion.create(
engine = "text-davinci-003",
prompt = prompt,
max_token = 4000,
n = 1,
stop = None,
temperature = 0.5,
)
return response["choices"][0]["text"]
def speak_text(text):
engine.say(text)
engine.runAndWait()
def main():
while True:
print("say 'Genius' to start recording your question...")
with sr.Microphone() as source:
recognizer = sr.recognizer()
audio = recognizer.listen(source)
try:
transcription = recognizer.recognize_google(audio)
if transcription.lower() == "genius":
#RECORD AUDIO
filename = "input.wav"
print("say your question")
with sr.Microphone() as source:
recognizer = sr,recognizer()
source.pause_threshold = 1
audio = recognizer.listen(source, phrase_time_limit = None, timeout = None)
with open(filename, "wb") as f:
f.write(audio.get_wav_data())
#AUDIO TO TEXT
text = transcribe_audio_to_tell(filename)
if text:
print(f"you said: {text}")
#RESPONSE USING GPT
response = geneate_response(text)
print(f"GPT-3 says: {response}")
#RECORD AUDIO USING GTTS
tts = gTTS(text=response, lang='en')
tts.save("sample.mp3")
#RESPONSE FROM TEXT TO SPEECH
speak_text(response)
except Exception as e:
print("An error occured: {}".format(e))
if __name__=="__main__":
main()