This repository provides a transcription and translation tool optimized for converting Japanese audio/video content to Chinese text. It leverages the Faster Whisper implementation for efficient speech recognition, uses a specialized Japanese-to-Chinese model trained on 5000 hours of audio data, and includes voice-optimized VAD for improved accuracy. The tool supports NVIDIA CUDA, AMD ROCm, and Modal cloud inference for flexible deployment options.