73 lines
2.2 KiB
Python
73 lines
2.2 KiB
Python
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#!/usr/bin/env python3
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"""
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检查音素数据集文件的内容和统计信息
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"""
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import pickle
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import os
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def inspect_phoneme_dataset(file_path):
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"""检查音素数据集文件"""
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if not os.path.exists(file_path):
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print(f"文件不存在: {file_path}")
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return
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print(f"正在加载文件: {file_path}")
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try:
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with open(file_path, 'rb') as f:
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dataset = pickle.load(f)
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print(f"\n=== 数据集统计信息 ===")
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print(f"音素类型数量: {len(dataset)}")
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total_segments = 0
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print(f"\n各音素片段数量:")
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for phoneme, segments in dataset.items():
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segment_count = len(segments)
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total_segments += segment_count
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print(f" {phoneme}: {segment_count} 个片段")
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print(f"\n总片段数: {total_segments}")
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# 查看第一个音素的第一个片段示例
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if dataset:
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first_phoneme = list(dataset.keys())[2]
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first_segment = dataset[first_phoneme][0]
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print(f"\n=== 数据片段示例 (音素: {first_phoneme}) ===")
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for key, value in first_segment.items():
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if key == 'neural_features':
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print(f" {key}: shape {value.shape}, dtype {value.dtype}")
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else:
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print(f" {key}: {value}")
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except Exception as e:
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print(f"加载文件时出错: {e}")
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if __name__ == "__main__":
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# 检查指定的音素数据集文件
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file_path = "./data_analyse/phoneme_segmented_data/phoneme_dataset_20251008_233045.pkl"
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if os.path.exists(file_path):
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inspect_phoneme_dataset(file_path)
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else:
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print(f"文件不存在: {file_path}")
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# 尝试查找其他可能的位置
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possible_dirs = [
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"./phoneme_segmented_data",
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"../phoneme_segmented_data",
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"../../phoneme_segmented_data"
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]
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for data_dir in possible_dirs:
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if os.path.exists(data_dir):
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print(f"\n在 {data_dir} 中找到以下文件:")
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files = os.listdir(data_dir)
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for f in files:
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if f.endswith('.pkl'):
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print(f" {f}")
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break
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