AutoAD Suite v2.2

Modern desktop application suite for automated batch video generation, conversions, transcriptions, and file management.

AutoAD is a modular ecosystem containing powerful applications like the Content Assembler (dynamic video combinations of Hooks, Bodies and CTAs), Video Converter (batch resizer and watermarker), Audio Toolkit (peak normalization, extraction, silence cutting), Batch Transcriber (faster-whisper local audio/video transcribing), and a Bulk Renamer, all managed within a single beautiful interface optimized for speed and workflow automation.

---

Features

Content Assembler

• Dynamic body management (multiple folders)
• Batch video rendering combining Hooks, Bodies, and CTAs
• Fixed native naming pattern: [AD_{num}] {hook}{body_a}{body_b}...{cta}
• Smart overwrite behavior handling (Ask, Skip, Rename, Overwrite)
• Automatic thumbnail previews
• Real-time render queue and logs
• FFmpeg integration with CPU and GPU encoding support

Video Converter

• Batch resize and crop videos (e.g. 9:16 TikTok/Reels, 16:9 YouTube, 1:1, 4:5)
• Configure custom Bitrate, FPS, and Resolutions
• Apply image or text Watermarks on the same export
• Smart background modes (Blur Background, Solid Color, Stretch)

Audio Toolkit

• Peak Normalization (dB) using FFmpeg true peak loudnorm
• Cut silence automatically
• Batch extract videos to MP3

Batch Transcriber

• Local speech-to-text batch transcription using faster-whisper
• Dynamic 3-layer hardware detection (CUDA int8_float16, CUDA float32 fallback for older Maxwell GPUs, or CPU int8)
• Manual device and compute type settings override
• Aggregate outputs into a single .txt file to prevent token limit issues (e.g. NotebookLM)

Bulk Renamer

• Bulk rename files in any directory
• Live preview of new filenames before applying
• Prefix and Suffix configuration (including Hybrid Sequential numbering)
• Search and Replace functionality

General

• Modern Sidebar Navigation & unified Dashboard
• Multilingual support (English, Português)
• Dynamic UI Scaling
• Light and Dark Theme
• Unified completion popup notification (with Quick Open folder access)

---

Supported Encoders (Global)

Encoder	Hardware
libx264	CPU
h264_nvenc	NVIDIA GPU
h264_amf	AMD GPU
h264_qsv	Intel GPU

---

Requirements

• Python 3.10+
• FFmpeg (in tools/ folder)
• CustomTkinter
• Pillow
• torch (for CUDA capability detection)
• faster-whisper (local transcription engine)

---

Installation

Clone repository:

git clone https://github.com/AnthonyPerotti/AutoAD.git
cd AutoAD

Create virtual environment:

python -m venv .venv

Activate environment:

.venv\Scripts\activate

Install dependencies:

pip install -r requirements.txt

---

Running

python app.py

---

Build Executable

Run the following command to generate the standalone executable using PyInstaller:

One-file Portable Executable:

pyinstaller --noconfirm --windowed --onefile --icon "assets/icon.ico" --add-data "tools/ffmpeg.exe;tools" --add-data "assets;assets" --name "AutoAD Suite" app.py

Directory Build (Faster Startup):

pyinstaller "AutoAD Suite.spec" --noconfirm

---

Project Structure

AutoAD/
│
├── app.py
├── requirements.txt
├── README.md
│
├── assets/
│   └── icon.ico
│
├── core/
│   ├── config.py
│   ├── theme.py
│   ├── translations.py
│   ├── ui_utils.py
│   ├── version.py
│   └── utils.py
│
├── apps/
│   ├── assembler/     # Content Assembler App
│   ├── renamer/       # Bulk Renamer App
│   ├── converter/     # Video Converter App
│   ├── audio_tools/   # Audio Toolkit App
│   ├── subtitles/     # Subtitles Tools App
│   └── transcriber/   # Batch Transcriber App
│
├── ui/
│   └── hub_window.py  # Main navigation and router
│
└── tools/
    └── ffmpeg.exe

---

License

MIT License

---

Author

Developed by Anthony Perotti