How I use LLMs
说话人分离结果（匿名标签）。同目录的
transcript.md未作任何改动。 标签 → 真人姓名的映射属于编辑判断，请记在 wiki 视频页开头，见 CLAUDE.md。 分离在抢话/串场处会错配：标签是证据不是判决，与内容矛盾时以内容为准。
说话占比¶
| 说话人 | 时长 | 占比 |
|---|---|---|
| SPEAKER_00 | 02:03:03 | 96.4% |
| SPEAKER_04 | 00:02:11 | 1.7% |
| SPEAKER_03 | 00:01:54 | 1.5% |
| SPEAKER_02 | 00:00:14 | 0.2% |
| SPEAKER_01 | 00:00:14 | 0.2% |
（访谈里占比低的通常是主持人，可作为认人的线索之一。）
说话轮次¶
| 起 | 止 | 说话人 |
|---|---|---|
| 00:00:00 | 00:11:19 | SPEAKER_00 |
| 00:11:21 | 00:27:48 | SPEAKER_00 |
| 00:27:50 | 00:36:34 | SPEAKER_00 |
| 00:36:36 | 00:36:52 | SPEAKER_00 |
| 00:36:56 | 00:37:45 | SPEAKER_00 |
| 00:37:50 | 00:45:51 | SPEAKER_00 |
| 00:45:53 | 00:52:52 | SPEAKER_00 |
| 00:52:55 | 00:53:41 | SPEAKER_00 |
| 00:53:43 | 00:53:45 | SPEAKER_00 |
| 00:53:47 | 00:53:49 | SPEAKER_00 |
| 00:53:53 | 00:54:02 | SPEAKER_00 |
| 00:54:05 | 00:54:06 | SPEAKER_00 |
| 00:54:08 | 00:54:10 | SPEAKER_00 |
| 00:54:13 | 00:54:23 | SPEAKER_00 |
| 00:54:27 | 00:54:41 | SPEAKER_00 |
| 00:54:44 | 00:54:58 | SPEAKER_00 |
| 00:54:58 | 00:54:58 | SPEAKER_01 |
| 00:54:58 | 00:55:26 | SPEAKER_00 |
| 00:55:23 | 00:55:24 | SPEAKER_01 |
| 00:55:26 | 01:03:54 | SPEAKER_00 |
| 01:03:58 | 01:08:59 | SPEAKER_00 |
| 01:09:00 | 01:09:00 | SPEAKER_01 |
| 01:09:00 | 01:16:06 | SPEAKER_00 |
| 01:16:10 | 01:16:53 | SPEAKER_00 |
| 01:16:50 | 01:16:50 | SPEAKER_01 |
| 01:16:54 | 01:17:27 | SPEAKER_00 |
| 01:17:30 | 01:18:55 | SPEAKER_00 |
| 01:18:58 | 01:20:17 | SPEAKER_00 |
| 01:20:13 | 01:20:13 | SPEAKER_01 |
| 01:20:21 | 01:20:40 | SPEAKER_00 |
| 01:20:42 | 01:20:48 | SPEAKER_00 |
| 01:20:50 | 01:20:51 | SPEAKER_00 |
| 01:20:53 | 01:21:03 | SPEAKER_00 |
| 01:21:06 | 01:21:22 | SPEAKER_00 |
| 01:21:24 | 01:21:27 | SPEAKER_00 |
| 01:21:29 | 01:21:36 | SPEAKER_00 |
| 01:21:41 | 01:21:49 | SPEAKER_00 |
| 01:21:56 | 01:22:04 | SPEAKER_00 |
| 01:21:57 | 01:21:57 | SPEAKER_01 |
| 01:22:04 | 01:25:37 | SPEAKER_00 |
| 01:25:39 | 01:26:35 | SPEAKER_00 |
| 01:26:35 | 01:26:43 | SPEAKER_04 |
| 01:26:44 | 01:29:32 | SPEAKER_00 |
| 01:29:36 | 01:29:37 | SPEAKER_00 |
| 01:29:39 | 01:29:41 | SPEAKER_04 |
| 01:29:42 | 01:29:46 | SPEAKER_00 |
| 01:29:48 | 01:29:53 | SPEAKER_04 |
| 01:29:53 | 01:29:54 | SPEAKER_00 |
| 01:29:54 | 01:29:55 | SPEAKER_04 |
| 01:29:54 | 01:30:02 | SPEAKER_00 |
| 01:30:04 | 01:30:14 | SPEAKER_04 |
| 01:30:15 | 01:30:18 | SPEAKER_00 |
| 01:30:20 | 01:30:27 | SPEAKER_04 |
| 01:30:28 | 01:30:38 | SPEAKER_00 |
| 01:30:41 | 01:30:47 | SPEAKER_04 |
| 01:30:47 | 01:30:55 | SPEAKER_00 |
| 01:30:47 | 01:30:48 | SPEAKER_04 |
| 01:30:57 | 01:30:58 | SPEAKER_04 |
| 01:30:59 | 01:31:03 | SPEAKER_00 |
| 01:31:05 | 01:31:11 | SPEAKER_04 |
| 01:31:12 | 01:31:22 | SPEAKER_00 |
| 01:31:24 | 01:31:27 | SPEAKER_04 |
| 01:31:27 | 01:31:29 | SPEAKER_00 |
| 01:31:30 | 01:31:37 | SPEAKER_04 |
| 01:31:37 | 01:31:39 | SPEAKER_00 |
| 01:31:41 | 01:31:48 | SPEAKER_04 |
| 01:31:49 | 01:31:55 | SPEAKER_00 |
| 01:31:57 | 01:32:01 | SPEAKER_04 |
| 01:32:01 | 01:33:57 | SPEAKER_00 |
| 01:34:01 | 01:34:04 | SPEAKER_00 |
| 01:34:09 | 01:34:10 | SPEAKER_00 |
| 01:34:11 | 01:34:13 | SPEAKER_03 |
| 01:34:14 | 01:34:16 | SPEAKER_00 |
| 01:34:18 | 01:34:26 | SPEAKER_03 |
| 01:34:26 | 01:34:31 | SPEAKER_00 |
| 01:34:34 | 01:34:46 | SPEAKER_03 |
| 01:34:46 | 01:34:46 | SPEAKER_04 |
| 01:34:46 | 01:34:47 | SPEAKER_00 |
| 01:34:46 | 01:34:51 | SPEAKER_03 |
| 01:34:51 | 01:34:54 | SPEAKER_00 |
| 01:34:56 | 01:35:05 | SPEAKER_03 |
| 01:35:06 | 01:35:09 | SPEAKER_00 |
| 01:35:11 | 01:35:12 | SPEAKER_00 |
| 01:35:14 | 01:35:22 | SPEAKER_03 |
| 01:35:22 | 01:35:23 | SPEAKER_00 |
| 01:35:23 | 01:35:23 | SPEAKER_03 |
| 01:35:23 | 01:35:25 | SPEAKER_00 |
| 01:35:24 | 01:35:31 | SPEAKER_03 |
| 01:35:31 | 01:35:31 | SPEAKER_02 |
| 01:35:31 | 01:35:38 | SPEAKER_03 |
| 01:35:39 | 01:35:41 | SPEAKER_00 |
| 01:35:43 | 01:35:44 | SPEAKER_00 |
| 01:35:45 | 01:35:58 | SPEAKER_03 |
| 01:35:58 | 01:36:02 | SPEAKER_00 |
| 01:36:03 | 01:36:19 | SPEAKER_03 |
| 01:36:20 | 01:36:23 | SPEAKER_00 |
| 01:36:25 | 01:36:37 | SPEAKER_03 |
| 01:36:38 | 01:36:41 | SPEAKER_00 |
| 01:36:43 | 01:36:53 | SPEAKER_03 |
| 01:36:53 | 01:36:54 | SPEAKER_00 |
| 01:36:56 | 01:37:01 | SPEAKER_03 |
| 01:37:01 | 01:37:02 | SPEAKER_00 |
| 01:37:02 | 01:37:02 | SPEAKER_03 |
| 01:37:03 | 01:38:25 | SPEAKER_00 |
| 01:38:25 | 01:38:29 | SPEAKER_01 |
| 01:38:29 | 01:38:31 | SPEAKER_02 |
| 01:38:31 | 01:38:36 | SPEAKER_01 |
| 01:38:36 | 01:38:36 | SPEAKER_02 |
| 01:38:36 | 01:38:39 | SPEAKER_01 |
| 01:38:39 | 01:38:46 | SPEAKER_02 |
| 01:38:46 | 01:38:47 | SPEAKER_01 |
| 01:38:47 | 01:38:53 | SPEAKER_02 |
| 01:38:53 | 01:46:14 | SPEAKER_00 |
| 01:46:14 | 01:46:15 | SPEAKER_02 |
| 01:46:15 | 01:46:20 | SPEAKER_00 |
| 01:46:22 | 01:49:44 | SPEAKER_00 |
| 01:49:46 | 01:49:54 | SPEAKER_04 |
| 01:49:54 | 01:49:58 | SPEAKER_00 |
| 01:50:00 | 01:50:06 | SPEAKER_04 |
| 01:50:07 | 01:50:10 | SPEAKER_00 |
| 01:50:12 | 01:50:20 | SPEAKER_04 |
| 01:50:21 | 01:50:23 | SPEAKER_00 |
| 01:50:25 | 01:50:33 | SPEAKER_04 |
| 01:50:34 | 01:50:35 | SPEAKER_00 |
| 01:50:37 | 01:50:48 | SPEAKER_04 |
| 01:50:48 | 01:50:51 | SPEAKER_00 |
| 01:50:53 | 01:51:05 | SPEAKER_04 |
| 01:51:05 | 01:51:07 | SPEAKER_00 |
| 01:51:09 | 01:51:16 | SPEAKER_04 |
| 01:51:17 | 01:51:19 | SPEAKER_00 |
| 01:51:21 | 01:51:24 | SPEAKER_04 |
| 01:51:26 | 01:53:07 | SPEAKER_00 |
| 01:53:09 | 01:53:10 | SPEAKER_00 |
| 01:53:14 | 01:53:15 | SPEAKER_00 |
| 01:53:19 | 01:53:27 | SPEAKER_00 |
| 01:53:29 | 01:53:29 | SPEAKER_01 |
| 01:53:29 | 01:54:15 | SPEAKER_00 |
| 01:54:17 | 01:54:55 | SPEAKER_00 |
| 01:54:58 | 01:55:02 | SPEAKER_00 |
| 01:55:06 | 02:05:30 | SPEAKER_00 |
| 02:05:32 | 02:11:11 | SPEAKER_00 |