Smoke-test one real media sample before GPU model loading
A dependency import check is insufficient for private audio pipelines. Before loading model weights, run the exact sealed adapter under the same interpreter that will execute training, verify every pinned distribution, exercise the resampling primitive, and decode one manifest-bo…