CONVERT AUDIO TO TEXT

 

1. Importing Libraries: We start by importing a library called speech_recognition and giving it the alias sr. This library helps us work with speech recognition.

pythonpy code
import speech_recognition as sr

2. Initializing the Recognizer: Next, we create an object called recognizer from the Recognizer class. This object helps us recognize speech in audio files.

p                orecognizer = sr.Recognizer()

3. Specifying the Audio File: We tell the program where to find the audio file that we want to convert to text. Here, it's named "audio_file.wav".

pytdeaudio_file_path = "audio_file.wav"

4. Opening and Recording Audio: We open the audio file using sr.AudioFile and record the audio data from it using recognizer.record(source).

pytpy code
with sr.AudioFile(audio_file_path) as source:
    audio_data = recognizer.record(source)

5. Converting Audio to Text: We use the recognize_sphinx method of the recognizer object to convert the audio data into text.

pythoopy code
text = recognizer.recognize_sphinx(audio_data)

6. Saving Recognized Text to File: We open a text file named "recognized_text.txt" in write mode and write the recognized text into it. We also print a message confirming that the text has been saved.

pythoCopy code
with open("recognized_text.txt", "w") as file:
    file.write(text)
    print("Text saved to 'recognized_text.txt'")

pip install SpeechRecognition

pip install pocketsphinx

This code uses SpeechRecognition with CMU Sphinx to convert audio to text offline and saves the result to a text file.

#  1. How To Convert Vedio To Audio In Formate Of (wav) .

import speech_recognition as sr

import moviepy.editor as mp

clip = mp.AudioFileClip(r"C:\Users\Taj\Desktop\Manan Python Proggram\motivation.mp4")

clip.write_audiofile("converted.mp3.wav")

   

#  2. How To Convert Audio To Text

recognizer = sr.Recognizer()

audio_file_path = "converted.mp3.wav"

with sr.AudioFile("converted.mp3.wav") as source:

    audio_data = recognizer.record(source)

    text = recognizer.recognize_sphinx(audio_data)

    with open("recognized_text.txt", "w") as file:

        file.write(text)

        print("Text saved to 'recognized_text.txt'")