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Voice recognition technology has become increasingly prevalent in recent years, with applications ranging from virtual assistants to automated customer service systems. Implementing voice recognition on a Raspberry Pi can open up a world of possibilities for hobbyists and developers, enabling the creation of voice-controlled projects and smart home applications. This article will guide you through the process of setting up voice recognition on a Raspberry Pi, using open-source tools and libraries.
Examples:
Setting Up the Raspberry Pi:
sudo apt-get update
sudo apt-get upgrade
Installing Required Software:
arecord
for audio recording:
sudo apt-get install alsa-utils
pyaudio
for handling audio streams:
sudo apt-get install python3-pyaudio
SpeechRecognition
library:
pip3 install SpeechRecognition
Recording Audio:
arecord
to record audio from a microphone:
arecord -D plughw:1,0 -f cd -t wav -d 5 -r 44100 test.wav
Voice Recognition Script:
Create a Python script for voice recognition using the SpeechRecognition
library:
import speech_recognition as sr
# Initialize recognizer
recognizer = sr.Recognizer()
# Load the recorded audio file
audio_file = sr.AudioFile('test.wav')
with audio_file as source:
audio_data = recognizer.record(source)
# Recognize and print the text
try:
text = recognizer.recognize_google(audio_data)
print(f"Recognized text: {text}")
except sr.UnknownValueError:
print("Google Speech Recognition could not understand audio")
except sr.RequestError as e:
print(f"Could not request results from Google Speech Recognition service; {e}")
Running the Script:
python3 voice_recognition.py