SmartSub is a desktop application for batch subtitle generation and translation. It leverages OpenAI Whisper for speech recognition across audio and video files, and integrates with multiple translation providers including OpenAI, Ollama, Deepseek, Baidu, and ByteDance for subtitle translation. The tool supports GPU acceleration via CUDA and Apple Silicon via CoreML for offline local processing.