A graphical interface:

Download Buzz from GitHub, pick the ‘small’ model, drag your audio file, and get accurate transcripts in minutes — entirely offline.

: A dedicated Windows application on the Microsoft Store that supports GPU hardware acceleration (NVIDIA CUDA and OpenCL) for faster transcription.

The following tools are highly recommended for Windows 10 and 11 users, ranging from lightweight "one-click" apps to feature-rich subtitle editors. 1. WizWhisp