Strip /tmp/gradio prefix from CSV filename column

helpers.py

@@ -117,6 +117,13 @@ def run_inference(
     ravens = sorted(out.glob(f"{wav_stem}-Raven-inference_results-*-{model_name}.txt"))
     if not csvs:
         raise RuntimeError(f"No CSV output produced for {wav_path}")
+    # Rewrite the CSV's `filename` column to just the basename — the original
+    # value is the gradio temp upload path (/tmp/gradio/<hash>/...) which is
+    # noisy and useless to the user.
+    wav_basename = Path(wav_path).name
+    df = pd.read_csv(csvs[-1])
+    df["filename"] = wav_basename
+    df.to_csv(csvs[-1], index=False)
     return csvs[-1], (ravens[-1] if ravens else None)