According to my understanding, when an audio file is passed to the VAD model to be analyzed, the DNN (as well as other models) gets loaded to do the job, but when a second audio file is passed to the VAD, the module gets reloaded, which takes up a lot of time. Is there any way to load the module only once and have the module predict on many audio files?

Thanks!