Timestamps use frame-level alignment: frame * 0.08s (8x subsampling × 160 hop / 16kHz)
节前的某天，数据集预览服务出现了一次 OOM（内存溢出）问题。这类问题放在过去，其实是比较消耗时间的。 数据集预览涉及多种格式解析：jsonl、csv、parquet、json 等，每种格式的读取方式、内存占用模型都不一样。要逐个排查内存增长点，分析数据加载策略、对象生命周期以及是否存在全量读入等问题，通常至少需要 1 天时间。
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Москвичей предупредили о резком похолодании09:45
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“In your he-ad, in your he-ad…” The old Cranberries anthem, synonymous with Ireland’s 2023 World Cup campaign in France, will be heard a few more times over the next month if Andy Farrell’s team maintain their revitalised excellence and no-nonsense physical intent. For England’s players, though, the past two weekends have been truly grim, a return to the bad old days they had dared to hope were over.
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