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| 1 | +# Audio Cleaner |
| 2 | + |
| 3 | +A cross‑platform desktop application that **removes background noise from any video’s audio track** using the |
| 4 | +[DeepFilterNet 3] neural noise‑suppression model and an intuitive **PyQt 6** interface. |
| 5 | +It extracts the soundtrack, denoises it with DeepFilterNet, then remuxes the cleaned audio back into the |
| 6 | +original video with FFmpeg – all in one click. |
| 7 | + |
| 8 | +--- |
| 9 | + |
| 10 | +## Key Features |
| 11 | + |
| 12 | +* **Point‑and‑click GUI** built with PyQt 6 – no command line needed. |
| 13 | +* **Preview player** – play the source or cleaned video inside the app. |
| 14 | +* Adjustable **attenuation limit slider** (1‑60 dB) or a safe recommended default. |
| 15 | +* **Progress bar & status messages** courtesy of a background QThread worker. |
| 16 | +* Automatic **remux** step strips problematic metadata (e.g. Sony *rtmd*) before processing. |
| 17 | +* Works with **MP4, MOV, AVI, MKV** and any format FFmpeg can decode. |
| 18 | +* Cross‑platform: Windows, macOS, Linux (tested on Python 3.9+). |
| 19 | +* Clean shutdown & temp‑file cleanup even on errors. |
| 20 | + |
| 21 | +--- |
| 22 | + |
| 23 | +## Quick Start |
| 24 | + |
| 25 | +```bash |
| 26 | +# 1 – Clone this repository |
| 27 | +git clone https://github.com/your‑username/audio-cleaner.git |
| 28 | +cd audio-cleaner |
| 29 | + |
| 30 | +# 2 – Create & activate a virtual environment (optional but recommended) |
| 31 | +python -m venv .venv |
| 32 | +source .venv/bin/activate # On Windows: .venv\Scripts\activate |
| 33 | + |
| 34 | +# 3 – Install dependencies |
| 35 | +pip install -r requirements.txt |
| 36 | + |
| 37 | +# 4 – Download the DeepFilterNet 3 model (≈ 30 MB) |
| 38 | +python -m df --download-models |
| 39 | + |
| 40 | +# 5 – Run the app |
| 41 | +python deep.py |
| 42 | +``` |
| 43 | + |
| 44 | +The first launch will prompt you to select an **input video** and a **save location**. |
| 45 | +Click **“Denoise Video”** and let the progress bar reach 100 %. Voilà – background noise gone! |
| 46 | + |
| 47 | +--- |
| 48 | + |
| 49 | +## Requirements |
| 50 | + |
| 51 | +| Package | Tested Version | Notes | |
| 52 | +|---------|---------------|-------| |
| 53 | +| **Python** | 3.9 – 3.12 | | |
| 54 | +| [deepfilternet] | ≥ 0.4 | |
| 55 | +| **PyQt6** | ≥ 6.5 | GUI, multimedia widgets | |
| 56 | +| **moviepy** | ≥ 1.0 | Video I/O | |
| 57 | +| **soundfile** | ≥ 0.12 | WAV read/write | |
| 58 | +| **imageio‑ffmpeg** | ≥ 0.4 | FFmpeg binary download helper | |
| 59 | +| **Torch** | |
| 60 | +| **TorchAudio** | |
| 61 | + |
| 62 | +A pre‑filled **`requirements.txt`** is provided for your convenience. |
| 63 | + |
| 64 | +--- |
| 65 | + |
| 66 | +## How It Works |
| 67 | + |
| 68 | +```text |
| 69 | + ┌────────────┐ 1. Extract audio with MoviePy |
| 70 | +Input MP4 ─► Remux step ├──────────┐ |
| 71 | + └────────────┘ │ |
| 72 | + ▼ |
| 73 | + 2. Denoise WAV |
| 74 | + with DF‑Net |
| 75 | + ▼ |
| 76 | + ┌────────────┐ 3. Combine audio & video with FFmpeg |
| 77 | +Clean MP4 ◄─┤ FFmpeg │ |
| 78 | + └────────────┘ |
| 79 | +``` |
| 80 | + |
| 81 | +The heavy lifting is done in `DenoiseWorker` (see **deep.py**) running in its own |
| 82 | +QThread so the UI stays responsive. |
| 83 | + |
| 84 | +--- |
| 85 | + |
| 86 | +## Packaging a Standalone Executable *(optional)* |
| 87 | + |
| 88 | +Install PyInstaller, then: |
| 89 | + |
| 90 | +```bash |
| 91 | +pyinstaller --noconfirm --windowed --onefile \ |
| 92 | + --add-data "models/DeepFilterNet3:models/DeepFilterNet3" \ |
| 93 | + --add-binary "$(python - <<'PY' |
| 94 | +import imageio_ffmpeg, sys, os; print(imageio_ffmpeg.get_ffmpeg_exe()+os.pathsep+'ffmpeg') |
| 95 | +PY)":. \ |
| 96 | + deep.py |
| 97 | +``` |
| 98 | +
|
| 99 | +The resulting **`dist/deep`** (or **`deep.exe`** on Windows) can be shipped |
| 100 | +without requiring Python on the end‑user’s machine. |
| 101 | +
|
| 102 | +--- |
| 103 | +
|
| 104 | +## Troubleshooting |
| 105 | +
|
| 106 | +| Symptom | Possible Cause / Fix | |
| 107 | +|---------|----------------------| |
| 108 | +| **“Core dependencies missing”** in status bar | `pip install -r requirements.txt` | |
| 109 | +| No audio in output | Set console=true in VideoDenoiser.spec when creating an executable | |
| 110 | +| **FFmpeg executable not found** | `pip install imageio‑ffmpeg` or add FFmpeg to PATH. | |
| 111 | +| Crash when loading video | Some raw camera files have invalid edit lists – the built‑in *remux* step usually fixes this. | |
| 112 | +
|
| 113 | +--- |
| 114 | +
|
| 115 | +## License |
| 116 | +
|
| 117 | +Distributed under the **MIT License** – see [`LICENSE`](LICENSE) for details. |
| 118 | +
|
| 119 | +--- |
| 120 | +
|
| 121 | +## Acknowledgements |
| 122 | +
|
| 123 | +* [DeepFilterNet](https://github.com/Rikorose/DeepFilterNet) by **A. Rosenkranz et al.** |
| 124 | +* [MoviePy](https://zulko.github.io/moviepy/) – video editing in Python |
| 125 | +* **FFmpeg** – the Swiss‑Army knife of video processing |
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