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CodeSignal

Transcribing Large Files in Python using FFmpeg

via CodeSignal

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Overview

Learn how to process and transcribe large audio and video files by splitting them into manageable chunks using FFmpeg, and then combining these chunks' transcriptions together.

Syllabus

  • Unit 1: Introduction to FFmpeg
    • Retrieving Media Duration is Easy with FFmpeg!
    • Adjust ffprobe Implementation
    • Extract and Display Duration For All Media Files
  • Unit 2: Splitting and Processing Large Files with FFmpeg
    • Observe FFmpeg Power
    • Retrieve Media File Chunk Length
    • Split and Transcribe Your Media
  • Unit 3: Error Handling and Cleanup in FFmpeg Transcription
    • Observe the Large Media Files Transcribing Process
    • Improve Transcribing Mechanism for Shorter Media Files
    • Implement Error-Resistant Temporary Chunks Cleanup
    • Implement a Transcribe Method From Scratch

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