Shuwei Hou
commited on
Commit
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107e251
1
Parent(s):
9e45db3
add_pause_between_segments
Browse files
pause.py
CHANGED
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@@ -7,13 +7,14 @@ def annotate_pauses(session_id, threshold, base_dir="session_data"):
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json_file = os.path.join(session_dir, f"{session_id}_transcriptionCW.json")
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if not os.path.exists(json_file):
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print(f"Error: could not
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return
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with open(json_file, "r", encoding="utf-8") as f:
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data = json.load(f)
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segments = data.get("segments", [])
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for segment in segments:
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words = segment.get("words", [])
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if "pauses" in segment:
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@@ -34,11 +35,52 @@ def annotate_pauses(session_id, threshold, base_dir="session_data"):
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pauses.append(pause_info)
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segment["pauses"] = pauses
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with open(json_file, "w", encoding="utf-8") as f:
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json.dump(data, f, ensure_ascii=False, indent=4)
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print(f"Session {session_id} pause annotation done: {json_file}")
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return data
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if __name__ == "__main__":
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annotated_data = annotate_pauses("000030", 0.1)
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json_file = os.path.join(session_dir, f"{session_id}_transcriptionCW.json")
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if not os.path.exists(json_file):
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print(f"Error: could not find {json_file}")
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return
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with open(json_file, "r", encoding="utf-8") as f:
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data = json.load(f)
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segments = data.get("segments", [])
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for segment in segments:
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words = segment.get("words", [])
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if "pauses" in segment:
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pauses.append(pause_info)
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segment["pauses"] = pauses
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new_segments = []
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for i, segment in enumerate(segments):
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new_segments.append(segment)
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if i < len(segments) - 1:
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next_segment = segments[i + 1]
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current_words = segment.get("words", [])
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next_words = next_segment.get("words", [])
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if current_words and next_words:
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last_word_end = current_words[-1]["end"]
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next_word_start = next_words[0]["start"]
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gap = next_word_start - last_word_end
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if gap > threshold:
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pause_segment = {
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"start": round(last_word_end, 3),
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"end": round(next_word_start, 3),
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"text": "",
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"speaker": "PAUSE",
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"words": [],
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"pauses": [
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{
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"start": round(last_word_end, 3),
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"end": round(next_word_start, 3),
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"duration": round(next_word_start - last_word_end, 3)
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}
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]
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}
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new_segments.append(pause_segment)
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data["segments"] = new_segments
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with open(json_file, "w", encoding="utf-8") as f:
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json.dump(data, f, ensure_ascii=False, indent=4)
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print(f"Session {session_id} pause annotation done: {json_file}")
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print(f"Total segments after processing: {len(new_segments)}")
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pause_segments = [seg for seg in new_segments if seg.get("speaker") == "PAUSE"]
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print(f"Added {len(pause_segments)} inter-sentence pause segments")
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return data
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if __name__ == "__main__":
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annotated_data = annotate_pauses("000030", 0.1)
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