parakeet-tdt-0.6b-v2 in the browser via WebGPU

Parakeet-TDT-0.6B-v2 is a speech recognition model that runs directly in the browser using WebGPU acceleration. It enables on-device transcription without sending audio data to a server. The implementation leverages WebGPU to execute the 0.6B parameter model client-side.