Upload ml/cli.py with huggingface_hub

ml/cli.py

@@ -121,8 +121,10 @@ def cmd_selfcheck(args):
     from ml.model import pron_eval
     print("[1/3] Checking DSP signal conditioning & VAD...")
     test_wave = np.random.randn(16000).astype(np.float32) * 0.1
-    cond = pron_eval._apply_acoustic_conditioning(test_wave, 16000)
+    cond = pron_eval._filter_dc_rumble(test_wave, 16000)
     assert len(cond) == 16000, "Length mismatch in conditioning"
+    norm = pron_eval.normalize_for_neural_inference(cond)
+    assert np.max(np.abs(norm)) <= 0.90, "Normalization out of bounds"
 
     print("[2/3] Checking dynamic programming alignment & explicit rabbit->wabbit rhotacism...")
     align = pron_eval.align_words("the red rabbit", "the wed wabbit")