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ffmpeg-normalize

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A utility for batch-normalizing audio using ffmpeg.

This program normalizes media files to a certain loudness level using the EBU R128 loudness normalization procedure. It can also perform RMS-based normalization (where the mean is lifted or attenuated), or peak normalization to a certain target level.

Batch processing of several input files is possible, including video files.

Quick Start

  1. Install a recent version of ffmpeg and Python 3.10 or higher
  2. Run pip3 install ffmpeg-normalize and ffmpeg-normalize /path/to/your/file.mp4, alternatively install uv and run uvx ffmpeg-normalize /path/to/your/file.mp4
  3. Done! 🎧 (the normalized file will be called normalized/file.mkv)

✨ Features

  • EBU R128 loudness normalization — Two-pass by default, with an option for one-pass dynamic normalization
  • RMS-based normalization — Adjust audio to a specific RMS level
  • Peak normalization — Adjust audio to a specific peak level
  • Selective audio stream normalization — Normalize specific audio streams or only default streams
  • Skip files already at target — Avoid re-encoding files already within a threshold of the target level
  • Per-file outcome reporting — status field in --print-stats plus exit codes for scripting
  • Video file support — Process video files while preserving video streams
  • Docker support — Run via Docker container
  • Python API — Use programmatically in your Python projects
  • Shell completions — Available for bash, zsh, and fish
  • Album Batch normalization – Process files jointly, preserving relative loudness

🆕 What's New

  • Version 1.41.0 automatically picks the correct output audio codec for the output container, so you no longer need to specify -c:a/--audio-codec unless you want to override the default. PCM is chosen for containers that support it; others will use teh default that ffmpeg picks. See the usage guide for details.

  • Version 1.40.0 can optionally skip files that are already at the target level via --threshold (e.g. --threshold 0.5, disabled by default). Such files are copied through unchanged instead of being re-encoded. The --print-stats output now includes a per-file status (normalized, skipped, or error, plus an error message on failure), and the exit code is non-zero if any file failed to process, so a script can tell what happened to each file.

    Example:

    ffmpeg-normalize input.flac -nt peak -t 0 -c:a flac --print-stats -o output.flac

  • Version 1.39.0 preserves the input bit depth by default when encoding to formats like FLAC, so 16-bit input stays 16-bit without needing -e "-sample_fmt s16". Use --no-keep-bit-depth to opt out. It also adds --keep-mtime to copy the input file's modification time to the output, which is useful for preserving when a track was added to a music library.

    Example:

    ffmpeg-normalize input.flac -nt peak -t 0 -c:a flac --keep-mtime -o output.flac

  • Version 1.38.0 writes the normalized output directly to its destination without using temporary files

  • Version 1.36.0 introduces presets with --preset! Save and reuse your favorite normalization configurations for different use cases. Comes with three built-in presets: podcast (AES standard), music (RMS-based batch normalization), and streaming-video (video content). Create custom presets too!

    Example:

    ffmpeg-normalize input.mp3 --preset podcast

    applies the podcast preset (EBU R128, -16 LUFS) to your file. Learn more in the presets guide.

  • Version 1.35.0 has batch/album normalization with --batch. It preserves relative loudness between files! Perfect for music albums where you want to shift all tracks by the same amount.

    Example:

    ffmpeg-normalize album/*.flac --batch -nt rms -t -20

    shifts the entire album so the average RMS is -20 dB, preserving the original relative loudness as mastered.

  • Version 1.34.0 brings selective audio stream normalization! You can now:

    • Normalize specific audio streams with -as/--audio-streams (e.g., -as 1,2 to normalize only streams 1 and 2)
    • Normalize only default audio streams with --audio-default-only (useful for files with multiple language tracks)
    • Keep other streams unchanged with --keep-other-audio (copy non-selected streams without normalization)

    Example:

    ffmpeg-normalize input.mkv -as 1 --keep-other-audio

    normalizes stream 1 and copies all other audio streams unchanged.

Other recent additions:

  • Shell completions (v1.31.0) — Tab completion for bash, zsh, and fish shells. See the installation guide for setup instructions.
  • --lower-only option — Prevent audio from increasing in loudness, only lower it if needed (works with all normalization types).

See the full changelog for all updates.