Whistle is a lightweight, open speech recognition model that supports seven languages and achieves an 11-millisecond time to first token within a compact 16.9 MB footprint. By running on standard CPUs and integrating directly with the Needle engine in a single binary, it allows developers to seamlessly convert audio clips straight into executable tool calls.