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prepare_raw_metadata.py

@@ -0,0 +1,102 @@
+import argparse
+import csv
+import uuid
+import wave
+from pathlib import Path
+
+
+def read_wav_info(wav_path: Path) -> tuple[int, float]:
+    with wave.open(str(wav_path), "rb") as wav_file:
+        sample_rate = wav_file.getframerate()
+        frame_count = wav_file.getnframes()
+    duration_seconds = frame_count / sample_rate if sample_rate else 0.0
+    return sample_rate, duration_seconds
+
+
+def collect_metadata(raw_dir: Path) -> list[dict[str, object]]:
+    wav_files = sorted(raw_dir.glob("*.wav"))
+    metadata = []
+    for index, wav_path in enumerate(wav_files):
+        sample_rate, duration_seconds = read_wav_info(wav_path)
+        sequence = f"{index:08d}"
+        metadata.append(
+            {
+                "source_path": wav_path,
+                "sequence": sequence,
+                "sample_rate": sample_rate,
+                "duration_seconds": duration_seconds,
+            }
+        )
+    return metadata
+
+
+def rename_files(metadata: list[dict[str, object]]) -> None:
+    rename_pairs = []
+    finalized_pairs = []
+    for item in metadata:
+        source_path = item["source_path"]
+        temp_name = f".__tmp__{uuid.uuid4().hex}.wav"
+        temp_path = source_path.with_name(temp_name)
+        source_path.rename(temp_path)
+        rename_pairs.append((temp_path, source_path))
+        item["source_path"] = temp_path
+
+    try:
+        for item in metadata:
+            temp_path = item["source_path"]
+            final_path = temp_path.with_name(f"{item['sequence']}.wav")
+            temp_path.rename(final_path)
+            finalized_pairs.append((final_path, temp_path))
+            item["final_path"] = final_path
+    except Exception:
+        for final_path, temp_path in reversed(finalized_pairs):
+            if final_path.exists():
+                final_path.rename(temp_path)
+        for temp_path, original_path in rename_pairs:
+            if temp_path.exists():
+                temp_path.rename(original_path)
+        raise
+
+
+def write_csv(csv_path: Path, metadata: list[dict[str, object]]) -> None:
+    with csv_path.open("w", newline="", encoding="utf-8-sig") as csv_file:
+        writer = csv.DictWriter(
+            csv_file,
+            fieldnames=["sequence", "sample_rate", "duration_seconds"],
+        )
+        writer.writeheader()
+        for item in metadata:
+            writer.writerow(
+                {
+                    "sequence": item["sequence"],
+                    "sample_rate": item["sample_rate"],
+                    "duration_seconds": f"{item['duration_seconds']:.6f}",
+                }
+            )
+
+
+def main() -> None:
+    parser = argparse.ArgumentParser(
+        description="Rename WAV files under raw/ to 8-digit integers and rebuild raw.csv."
+    )
+    parser.add_argument("--raw-dir", default="raw", help="Directory containing WAV files.")
+    parser.add_argument("--csv-path", default="raw.csv", help="Output CSV path.")
+    args = parser.parse_args()
+
+    raw_dir = Path(args.raw_dir).resolve()
+    csv_path = Path(args.csv_path).resolve()
+
+    if not raw_dir.exists():
+        raise FileNotFoundError(f"Raw directory not found: {raw_dir}")
+
+    metadata = collect_metadata(raw_dir)
+    rename_files(metadata)
+    write_csv(csv_path, metadata)
+
+    print(f"Processed {len(metadata)} wav files.")
+    print(f"Renamed files in: {raw_dir}")
+    print(f"Wrote metadata to: {csv_path}")
+
+
+if __name__ == "__main__":
+    main()

raw.csv

@@ -1,4 +1,760 @@
-sequence,label（仅用作示例，无实际意义），other_info（仅用作示例，无实际意义）
-000000,1,example_info_0
-000001,0,example_info_1
-000002,1,example_info_2
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