Jinfer-Parakeet is a JVM implementation of NVIDIA's Parakeet automatic speech recognition engine that runs efficiently on standard CPUs without requiring external runtimes. It offers streaming transcription with word-level timing and confidence scores, multilingual support, and competitive performance matching native implementations like parakeet.cpp.