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Using Python to Extract Text from Audio

  • Python provides various libraries for audio processing, including pydub, librosa, wave, and soundfile.
  • The SpeechRecognition library is commonly used for converting speech to text in Python, supporting multiple backends.
  • Vosk is a lightweight speech recognition engine that works offline and supports WAV, MP3, and FLAC audio formats.
  • Vosk can run on different platforms without requiring GPU acceleration, making it suitable for devices like laptops, Raspberry Pi, and mobile devices.

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