{"id":774,"date":"2026-07-20T17:58:16","date_gmt":"2026-07-20T17:58:16","guid":{"rendered":"https:\/\/sonix.ai\/ai\/?p=774"},"modified":"2026-07-20T17:58:16","modified_gmt":"2026-07-20T17:58:16","slug":"can-whisper-hallucinate-transcriptions","status":"publish","type":"post","link":"https:\/\/sonix.ai\/ai\/zh\/\u53ef\u4ee5\u4f4e\u8bed\u3001\u4ea7\u751f\u5e7b\u89c9\u3001\u8fdb\u884c\u8f6c\u5f55\/","title":{"rendered":"Whisper \u4f1a\u4ea7\u751f\u5e7b\u89c9\u5f0f\u8f6c\u5f55\u5417\uff1f\u4e3a\u4ec0\u4e48 AI \u8f6c\u5f55\u4f1a\u7f16\u9020\u5185\u5bb9"},"content":{"rendered":"<p><span style=\"font-weight: 400;\">\u4f60\u521a\u521a\u8f6c\u5f55\u4e86\u4e00\u6bb5\u5371\u91cd\u75c5\u4eba\u7684\u4f1a\u8bca\u8bb0\u5f55\u3001\u6cd5\u5f8b\u8bc1\u8bcd\uff0c\u6216\u662f\u957f\u8fbe\u6570\u5c0f\u65f6\u7684\u7814\u7a76\u8bbf\u8c08\u2014\u2014\u5374\u53d1\u73b0\u4eba\u5de5\u667a\u80fd\u8f6c\u5f55\u5de5\u5177\u63d2\u5165\u4e86\u4ece\u672a\u88ab\u8bf4\u51fa\u7684\u8bcd\u8bed\u3001\u77ed\u8bed\u751a\u81f3\u6574\u53e5\u8bdd\u3002\u8fd9\u662f\u4e00\u79cd\u6709\u636e\u53ef\u67e5\u7684failure\u6a21\u5f0f\uff0c\u88ab\u79f0\u4e3a\u201c\u8f6c\u5f55\u5e7b\u89c9\u201d\uff0c\u5982\u679c\u5728\u672a\u7ecf\u6838\u5b9e\u7684\u60c5\u51b5\u4e0b\u76f4\u63a5\u4f7f\u7528\u8f6c\u5f55\u6587\u672c\uff0c\u53ef\u80fd\u4f1a\u5f15\u53d1\u4e25\u91cd\u95ee\u9898\u3002.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u57282024\u5e74\u7684\u4e00\u9879\u9488\u5bf913,140\u6bb5\u77ed\u7bc7\u82f1\u8bed\u97f3\u9891\u7247\u6bb5\u7684\u7814\u7a76\u4e2d\uff0c\u7814\u7a76\u4eba\u5458\u5728\u5176\u4e2d\u8bc6\u522b\u51fa\u4e86\u5e7b\u542c\u77ed\u8bed\u6216\u53e5\u5b50\uff0c <\/span><a href=\"https:\/\/talkbank.org\/aphasia\/publications\/2024\/Koenecke24.pdf\"><span style=\"font-weight: 400;\">1.4% <\/span><\/a><span style=\"font-weight: 400;\">\u5728\u8be5\u7814\u7a76\u7684\u6d4b\u8bd5\u6761\u4ef6\u4e0b\u5904\u7406\u7684\u97f3\u9891\u7247\u6bb5\u4e2d\u3002\u8be5\u6bd4\u7387\u4e0d\u5e94\u88ab\u89c6\u4e3a\u653e\u4e4b\u56db\u6d77\u7686\u51c6\uff1a\u7ed3\u679c\u53ef\u80fd\u4f1a\u56e0\u6a21\u578b\u7248\u672c\u3001\u97f3\u9891\u3001\u8bed\u8a00\u3001\u8bf4\u8bdd\u4eba\u7fa4\u3001\u5206\u6bb5\u548c\u89e3\u7801\u8bbe\u7f6e\u7684\u4e0d\u540c\u800c\u5b58\u5728\u663e\u8457\u5dee\u5f02\u3002\u4e0d\u8fc7\uff0c\u8be5\u7814\u7a76\u8bf4\u660e\u4e86\u4e3a\u4f55\u4f9d\u8d56<\/span> <a href=\"https:\/\/sonix.ai\/features\/automated-transcription\"><span style=\"font-weight: 400;\">\u81ea\u52a8\u8f6c\u5f55<\/span><\/a><span style=\"font-weight: 400;\"> \u5bf9\u4e8e\u9ad8\u98ce\u9669\u7684\u5de5\u4f5c\uff0c\u9700\u8981\u53ef\u9760\u7684\u5ba1\u6838\u6d41\u7a0b\uff0c\u5e76\u80fd\u8bbf\u95ee\u539f\u59cb\u5f55\u97f3\u3002.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u5176\u5f71\u54cd\u8fdc\u4e0d\u6b62\u4e8e\u666e\u901a\u7684\u8f6c\u5f55\u9519\u8bef\u3002\u7814\u7a76\u4eba\u5458\u53d1\u73b0\u4e86\u4e00\u4e9b\u6d89\u53ca\u66b4\u529b\u8a00\u8bba\u3001\u4e0d\u51c6\u786e\u7684\u79cd\u65cf\u5173\u8054\u3001\u634f\u9020\u7684\u4e2a\u4eba\u4fe1\u606f\u4ee5\u53ca\u5b50\u865a\u4e4c\u6709\u7684\u533b\u7597\u6cbb\u7597\u65b9\u6cd5\u7684\u6848\u4f8b\u3002.<\/span><\/p>\n<h2><b>\u4e3b\u8981\u6536\u83b7<\/b><\/h2>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u5728\u4e00\u9879\u7814\u7a76\u4e2d\uff0cWhisper\u751f\u6210\u4e86\u5e7b\u89c9\u77ed\u8bed\u6216\u53e5\u5b50\uff0c\u8fd9\u4e9b\u5185\u5bb9\u51fa\u73b0\u5728 <\/span><a href=\"https:\/\/talkbank.org\/aphasia\/publications\/2024\/Koenecke24.pdf\"><span style=\"font-weight: 400;\">1.4%\uff0c\u5171\u8ba113,140<\/span><\/a><span style=\"font-weight: 400;\"> \u5df2\u6d4b\u8bd5\u7684\u77ed\u97f3\u9891\u7247\u6bb5<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u7814\u7a76\u4eba\u5458\u5c06\u5df2\u8bc6\u522b\u768438%\u79cd\u5e7b\u89c9\u5f52\u7c7b\u4e3a\u5305\u542b\u660e\u786e\u5371\u5bb3\u7684\u7c7b\u578b\uff0c\u5305\u62ec\u66b4\u529b\u8a00\u8bed\u3001\u4e0d\u51c6\u786e\u7684\u8054\u60f3\u3001\u865a\u6784\u7684\u4e2a\u4eba\u4fe1\u606f\u6216\u865a\u5047\u6743\u5a01\u3002<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u540e\u7eed\u5bf9\u6bd4\u7814\u7a76\u53d1\u73b0\uff0c\u5728\u6d4b\u8bd5\u7684187\u4e2a\u6837\u672c\u4e2d\uff0c\u53e6\u5916\u4e94\u5bb6\u8bed\u97f3\u8f6c\u6587\u672c\u670d\u52a1\u5e76\u672a\u751f\u6210\u7c7b\u4f3c\u7684\u201c\u5e7b\u89c9\u201d\u5185\u5bb9\uff0c\u5c3d\u7ba1\u8fd9\u4e00\u7ed3\u679c\u5e76\u4e0d\u80fd\u8bc1\u660e\u8fd9\u4e9b\u670d\u52a1\u7edd\u4e0d\u4f1a\u4ea7\u751f\u201c\u5e7b\u89c9\u201d<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u6c89\u9ed8\u3001\u957f\u65f6\u95f4\u7684\u505c\u987f\u3001\u80cc\u666f\u58f0\u97f3\u4ee5\u53ca\u5176\u4ed6\u975e\u8a00\u8bed\u95f4\u9694\uff0c\u901a\u5e38\u4e0e\u201c\u8033\u8bed\u201d\u5e7b\u89c9\u76f8\u5173<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u5728\u7814\u7a76\u6570\u636e\u96c6\u4e2d\uff0c\u4e0e\u5bf9\u7167\u7ec4\u97f3\u6bb5\u76f8\u6bd4\uff0c\u5931\u8bed\u75c7\u60a3\u8005\u53d1\u97f3\u7684\u97f3\u6bb5\u4e2d\u5e7b\u542c\u73b0\u8c61\u51fa\u73b0\u5f97\u66f4\u9891\u7e41\uff0c\u8fd9\u6d89\u53carai\u7684\u53ef\u53ca\u6027\u53cafai\u7684\u81ea\u7136\u5ea6\u95ee\u9898\u3002<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u8bed\u97f3\u6d3b\u52a8\u68c0\u6d4b\u548c\u5176\u4ed6\u975e\u8bed\u97f3\u8fc7\u6ee4\u65b9\u6cd5\u53ef\u4ee5\u5728\u67d0\u4e9b Whisper \u5de5\u4f5c\u6d41\u4e2d\u51cf\u5c11\u5e7b\u542c\u73b0\u8c61\uff0c\u4f46\u5176\u6709\u6548\u6027\u53d6\u51b3\u4e8e\u6a21\u578b\u3001\u97f3\u9891\u548c\u914d\u7f6e<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u5728\u91cd\u8981\u8bb0\u5f55\u7684\u8f6c\u5f55\u7a3f\u7ecf\u5ba1\u6838\u6279\u51c6\u4e4b\u524d\uff0c\u539f\u59cb\u5f55\u97f3\u5e94\u4fdd\u6301\u53ef\u8bbf\u95ee\u72b6\u6001<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u4e0d\u5e94\u8ba4\u4e3a\u4efb\u4f55\u81ea\u52a8\u8f6c\u5f55\u7cfb\u7edf\u90fd\u662f\u96f6\u9519\u8bef\u7684\uff0c\u7279\u522b\u662f\u5728\u533b\u7597\u3001\u6cd5\u5f8b\u3001\u5c31\u4e1a\u6216\u7814\u7a76\u9886\u57df\u3002<\/span><\/li>\n<\/ul>\n<h2><b>\u4e86\u89e3\u4eba\u5de5\u667a\u80fd\u8f6c\u5f55\uff1a\u8bed\u97f3\u5982\u4f55\u8f6c\u5316\u4e3a\u6587\u672c<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">\u73b0\u4ee3\u4eba\u5de5\u667a\u80fd\u8f6c\u5f55\u6280\u672f\u4f9d\u8d56\u4e8e\u57fa\u4e8e\u5927\u578b\u97f3\u9891\u6570\u636e\u96c6\u8bad\u7ec3\u7684\u795e\u7ecf\u7f51\u7edc\uff0c\u5c06\u53e3\u8bed\u8f6c\u6362\u4e3a\u4e66\u9762\u6587\u672c\u3002\u8be5\u6280\u672f\u901a\u8fc7\u5c06\u5f55\u97f3\u8f6c\u6362\u4e3a\u53ef\u641c\u7d22\u7684\u6587\u672c\uff0c\u5176\u901f\u5ea6\u8fdc\u5feb\u4e8e\u4eba\u5de5\u8f6c\u5f55\uff0c\u4ece\u800c\u5f7b\u5e95\u6539\u53d8\u4e86\u4e13\u4e1a\u4eba\u58eb\u5904\u7406\u97f3\u9891\u5185\u5bb9\u7684\u65b9\u5f0f\u3002.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u4e0d\u540c\u7684\u7cfb\u7edf\u91c7\u7528\u4e0d\u540c\u7684\u67b6\u6784\uff0c\u4f46\u8be5\u8fc7\u7a0b\u901a\u5e38\u5305\u62ec\u4ee5\u4e0b\u51e0\u4e2a\u9636\u6bb5\uff1a<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u97f3\u9891\u5904\u7406<\/b><span style=\"font-weight: 400;\">: \u539f\u59cb\u97f3\u9891\u88ab\u8f6c\u6362\u4e3a\u9891\u8c31\u56fe\u7b49\u5f62\u5f0f<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u8bed\u97f3\u8bc6\u522b<\/b><span style=\"font-weight: 400;\">: \u6a21\u578b\u4f1a\u8bc6\u522b\u97f3\u9891\u4e2d\u7684\u6a21\u5f0f\uff0c\u5e76\u5c06\u5b83\u4eec\u6620\u5c04\u5230\u6587\u672c\u4ee4\u724c\u4e0a<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u5e8f\u5217\u89e3\u7801<\/b><span style=\"font-weight: 400;\">: \u7cfb\u7edf\u4f1a\u6839\u636e\u97f3\u9891\u4ee5\u53ca\u8bad\u7ec3\u671f\u95f4\u5b66\u5230\u7684\u6a21\u5f0f\uff0c\u9009\u62e9\u4e00\u4e2a\u53ef\u80fd\u7684\u8bcd\u5e8f<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u540e\u5904\u7406<\/b><span style=\"font-weight: 400;\">: \u53ef\u80fd\u4f1a\u6dfb\u52a0\u6807\u70b9\u7b26\u53f7\u3001\u65f6\u95f4\u6233\u3001\u53d1\u8a00\u8005\u6807\u7b7e\u548c\u683c\u5f0f\u8bbe\u7f6e<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">\u8fd9\u4e9b\u7cfb\u7edf\u5728\u97f3\u8d28\u6e05\u6670\u7684\u8bed\u97f3\u4e0a\u8868\u73b0\u826f\u597d\uff0c\u4f46\u8bc6\u522b\u51c6\u786e\u7387\u53d6\u51b3\u4e8e\u5f55\u97f3\u8d28\u91cf\u3001\u53e3\u97f3\u3001\u4ea4\u8c08\u91cd\u53e0\u3001\u4e13\u4e1a\u672f\u8bed\u3001\u80cc\u666f\u566a\u97f3\uff0c\u4ee5\u53ca\u8bed\u97f3\u4e0e\u6a21\u578b\u8bad\u7ec3\u6570\u636e\u7684\u76f8\u4f3c\u7a0b\u5ea6\u3002.<\/span><\/p>\n<h2><b>\u8f6c\u5f55\u4e2d\u7684AI\u5e7b\u89c9\u662f\u4ec0\u4e48\uff1f<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">\u8f6c\u5f55\u4e2d\u7684AI\u201c\u5e7b\u89c9\u201d\u662f\u6307\u8bed\u97f3\u8f6c\u6587\u672c\u7cfb\u7edf\u751f\u6210\u7684\u6587\u672c\u5728\u6e90\u97f3\u9891\u4e2d\u6ca1\u6709\u4efb\u4f55\u5b9e\u8d28\u4f9d\u636e\u7684\u60c5\u51b5\u3002\u8fd9\u4e0e\u666e\u901a\u7684\u66ff\u6362\uff08\u4f8b\u5982\u5c06\u201ccat\u201d\u8f6c\u5f55\u4e3a\u201chat\u201d\uff09\u4e0d\u540c\u3002\u201c\u5e7b\u89c9\u201d\u53ef\u80fd\u4f1a\u5f15\u5165\u4e00\u4e2a\u4ece\u672a\u88ab\u8bf4\u51fa\u7684\u5b8c\u6574\u77ed\u8bed\u6216\u53e5\u5b50\u3002.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u7814\u7a76\u4eba\u5458\u5728\u5206\u6790\u4e8613,140\u6bb5\u97f3\u9891\u7247\u6bb5\u540e\uff0c\u5171\u8bc6\u522b\u51fa187\u8d77\u5e7b\u89c9\u3002\u4ed6\u4eec\u5c06\u5176\u4e2d38%\u6bb5\u5e7b\u89c9\u5185\u5bb9\u5f52\u7c7b\u4e3a\u5305\u542b\u660e\u786e\u4f24\u5bb3\u7684\u5185\u5bb9\uff0c\u5305\u62ec\uff1a<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u66b4\u529b\u8bed\u8a00<\/b><span style=\"font-weight: 400;\">: \u5728\u539f\u672c\u65e0\u5bb3\u7684\u8a00\u8bba\u4e2d\u5939\u5e26\u66b4\u529b\u8a00\u8bba<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u4e0d\u51c6\u786e\u7684\u5173\u8054<\/b><span style=\"font-weight: 400;\">: \u6dfb\u52a0\u8bf4\u8bdd\u8005\u4ece\u672a\u63d0\u53ca\u7684\u7279\u5f81\uff0c\u4f8b\u5982\u79cd\u65cf\u7b49<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u533b\u7597\u9020\u5047<\/b><span style=\"font-weight: 400;\">: \u7f16\u9020\u4e0d\u5b58\u5728\u7684\u7597\u6cd5\u6216\u836f\u7269\u540d\u79f0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u865a\u5047\u6743\u5a01<\/b><span style=\"font-weight: 400;\">: \u6dfb\u52a0\u7c7b\u4f3c\u5f15\u8bed\u3001\u56fe\u6ce8\u6216\u6743\u5a01\u6027\u9648\u8ff0\u7684\u63aa\u8f9e<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">\u8fd9\u4e9b\u4f8b\u5b50\u4ee4\u4eba\u62c5\u5fe7\uff0c\u56e0\u4e3a\u4f2a\u9020\u7684\u6587\u672c\u53ef\u80fd\u663e\u5f97\u884c\u4e91\u6d41\u6c34\u4e14\u53ef\u4fe1\u5ea6\u9ad8\uff0c\u5982\u679c\u4e0d\u5c06\u6587\u5b57\u8bb0\u5f55\u4e0e\u539f\u59cb\u97f3\u9891\u8fdb\u884c\u5bf9\u6bd4\uff0c\u5c31\u5f88\u96be\u5bdf\u89c9\u5176\u4e2d\u7684\u7834\u7efd\u3002.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">2025\u5e74\u53e6\u4e00\u9879\u7814\u7a76\u6545\u610f\u5411Whisper\u8f93\u5165\u975e\u8bed\u97f3\u58f0\u97f3\uff0c\u4ee5\u8003\u5bdf\u8be5\u6a21\u578b\u5728\u6ca1\u6709\u8bed\u97f3\u8f93\u5165\u7684\u60c5\u51b5\u4e0b\u4f55\u65f6\u4f1a\u751f\u6210\u6587\u672c\u3002\u7814\u7a76\u4eba\u5458\u89c2\u5bdf\u5230\u201c\u8c22\u8c22\u201d\u548c\u201c\u611f\u8c22\u89c2\u770b\u201d\u7b49\u53cd\u590d\u51fa\u73b0\u7684\u77ed\u8bed\u3002 \u4ed6\u4eec\u8ba4\u4e3a\uff0c\u8fd9\u4e9b\u6a21\u5f0f\u53ef\u80fd\u53cd\u6620\u4e86\u6a21\u578b\u8bad\u7ec3\u671f\u95f4\u6240\u4f7f\u7528\u7684\u7f51\u7edc\u5a92\u4f53\u4e2d\u7684\u5e38\u89c1\u8bed\u8a00\u3002\u7531\u4e8e\u5b9e\u9a8c\u4fa7\u91cd\u4e8e\u975e\u8bed\u97f3\u6587\u4ef6\uff0c\u56e0\u6b64\u5176\u767e\u5206\u6bd4\u4e0d\u5e94\u88ab\u89e3\u8bfb\u4e3a\u666e\u901a\u5bf9\u8bdd\u6216\u8bbf\u8c08\u4e2d\u9884\u671f\u7684\u5e7b\u89c9\u7387\u3002.<\/span><\/p>\n<h2><b>\u4e3a\u4ec0\u4e48Whisper\u7b49AI\u8f6c\u5f55\u6a21\u578b\u4f1a\u51fa\u73b0\u201c\u5e7b\u542c\u201d\u73b0\u8c61<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">OpenAI \u5c06 Whisper \u63cf\u8ff0\u4e3a\u4e00\u79cd\u7f16\u7801\u5668-\u89e3\u7801\u5668\u5f0f Transformer\u3002\u97f3\u9891\u4f1a\u88ab\u8f6c\u6362\u4e3a\u5bf9\u6570\u6885\u5c14\u9891\u8c31\u56fe\uff0c\u5e76\u7531\u97f3\u9891\u7f16\u7801\u5668\u8fdb\u884c\u5904\u7406\uff0c\u800c\u89e3\u7801\u5668\u5219\u751f\u6210\u76f8\u5e94\u7684\u6587\u672c\u4ee4\u724c\u3002.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u7531\u4e8e\u8be5\u6a21\u578b\u662f\u6309\u987a\u5e8f\u751f\u6210\u6587\u672c\u7684\uff0c\u56e0\u6b64\u6709\u65f6\u4f1a\u4ea7\u751f\u884c\u4e91\u6d41\u6c34\u7684\u8f93\u51fa\uff0c\u4f46\u8fd9\u4e9b\u8f93\u51fa\u4e0e\u97f3\u9891\u8f93\u5165\u4e4b\u95f4\u7684\u5173\u8054\u6027\u4e0d\u8db3\u3002\u7814\u7a76\u4eba\u5458\u548c\u5f00\u53d1\u4eba\u5458\u89c2\u5bdf\u5230\uff0c\u8fd9\u79cd\u73b0\u8c61\u5728\u4ee5\u4e0b\u60c5\u51b5\u4e2d\u5c24\u4e3a\u5e38\u89c1\uff1a<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u6c89\u9ed8\u4e0e\u6f2b\u957f\u7684\u505c\u987f<\/b><span style=\"font-weight: 400;\">: \u8f83\u957f\u7684\u65e0\u58f0\u95f4\u9694\u53ef\u80fd\u4f1a\u5bfc\u81f4\u89e3\u7801\u5668\u83b7\u5f97\u7684\u58f0\u5b66\u8bc1\u636e\u8f83\u5f31<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u975e\u8bed\u97f3\u97f3\u9891<\/b><span style=\"font-weight: 400;\">: \u97f3\u4e50\u3001\u80cc\u666f\u58f0\u97f3\u548c\u73af\u5883\u566a\u97f3\u6709\u65f6\u4f1a\u89e6\u53d1\u6587\u672c\u751f\u6210<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u5f55\u97f3\u8d28\u91cf\u5dee<\/b><span style=\"font-weight: 400;\">: \u5931\u771f\u3001\u97f3\u91cf\u8fc7\u4f4e\u3001\u524a\u6ce2\u6216\u5f3a\u70c8\u7684\u80cc\u666f\u566a\u58f0\u4f1a\u4f7f\u8bed\u97f3\u4fe1\u53f7\u66f4\u96be\u7406\u89e3<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u8a00\u8bed\u4e0d\u6d41\u7545<\/b><span style=\"font-weight: 400;\">: \u53e3\u5403\u3001\u8bed\u585e\u3001\u8bed\u65e0\u4f26\u6b21\u4ee5\u53ca\u957f\u65f6\u95f4\u505c\u987f\u90fd\u4f1a\u589e\u52a0\u8bc6\u522b\u96be\u5ea6<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u5206\u6bb5\u548c\u89e3\u7801\u8bbe\u7f6e<\/b><span style=\"font-weight: 400;\">: \u5757\u957f\u5ea6\u3001\u9608\u503c\u3001\u63d0\u793a\u8bcd\u4ee5\u53ca\u5176\u4ed6\u5b9e\u73b0\u9009\u9879\u90fd\u4f1a\u5f71\u54cd\u8f93\u51fa\u7ed3\u679c<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">OpenAI \u62a5\u544a\u79f0\uff0c\u6700\u521d\u7684 Whisper \u7cfb\u7edf\u662f\u5728\u5229\u7528\u4ece\u7f51\u7edc\u4e0a\u6536\u96c6\u7684 68 \u4e07\u5c0f\u65f6\u591a\u8bed\u8a00\u3001\u591a\u4efb\u52a1\u76d1\u7763\u5f0f\u97f3\u9891\u6570\u636e\u8fdb\u884c\u8bad\u7ec3\u7684\u57fa\u7840\u4e0a\u5f00\u53d1\u7684\u3002 \u8fd9\u4e00\u5e7f\u6cdb\u7684\u6570\u636e\u96c6\u6709\u52a9\u4e8e\u63d0\u5347\u6a21\u578b\u7684\u7075\u6d3b\u6027\uff0c\u4f46\u6e90\u81ea\u7f51\u7edc\u7684\u8bad\u7ec3\u7d20\u6750\u4e5f\u53ef\u80fd\u4f7f\u7cfb\u7edf\u66b4\u9732\u4e8e\u91cd\u590d\u7684\u5b57\u5e55\u548c\u89c6\u9891\u8bed\u8a00\u6a21\u5f0f\u4e4b\u4e2d\u3002.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u7814\u7a76\u4eba\u5458\u5c1a\u672a\u786e\u5b9a\u5bfc\u81f4\u6240\u6709\u5e7b\u89c9\u7684\u5355\u4e00\u539f\u56e0\u3002\u73b0\u6709\u8bc1\u636e\u8868\u660e\uff0c\u5e7b\u89c9\u6e90\u4e8e\u97f3\u9891\u6761\u4ef6\u3001\u6a21\u578b\u67b6\u6784\u3001\u8bad\u7ec3\u6570\u636e\u4ee5\u53ca\u89e3\u7801\u7b56\u7565\u4e4b\u95f4\u7684\u76f8\u4e92\u4f5c\u7528\u3002.<\/span><\/p>\n<h2><b>\u5e7b\u89c9\u5bf9\u8f6c\u5f55\u51c6\u786e\u6027\u7684\u5f71\u54cd<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">\u5bf9\u4e8e\u533b\u7597\u4fdd\u5065\u3001\u6cd5\u5f8b\u670d\u52a1\u3001\u7814\u7a76\u548c\u5a92\u4f53\u9886\u57df\u7684\u4e13\u4e1a\u4eba\u58eb\u800c\u8a00\uff0c\u4e00\u4e2a\u675c\u64b0\u7684\u77ed\u8bed\u53ef\u80fd\u6bd4\u666e\u901a\u7684\u62fc\u5199\u9519\u8bef\u66f4\u5177\u5f71\u54cd\u3002.<\/span><\/p>\n<h3><b>\u5bf9\u5065\u5eb7\u7684\u5f71\u54cd<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">2024\u5e7410\u6708\uff0c\u7f8e\u8054\u793e\u62a5\u9053\u79f0\uff0cNabla\u7684\u57fa\u4e8eWhisper\u7684\u4e34\u5e8a\u6587\u6863\u4ea7\u54c1\u5df2\u88ab40\u4e2a\u533b\u7597\u4f53\u7cfb\u4e2d\u7684\u8d85\u8fc73\u4e07\u540d\u4e34\u5e8a\u533b\u751f\u91c7\u7528\u3002Nabla\u8fd8\u8868\u793a\uff0c\u8be5\u4ea7\u54c1\u5df2\u5904\u7406\u4e86\u7ea6700\u4e07\u6b21\u5c31\u8bca\u8bb0\u5f55\u3002.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u7f8e\u8054\u793e\u62a5\u9053\u79f0\uff0c\u51fa\u4e8e\u6570\u636e\u5b89\u5168\u8003\u8651\uff0cNabla\u5728\u5904\u7406\u540e\u5220\u9664\u4e86\u539f\u59cb\u97f3\u9891\u3002Nabla said\u9879\u76ee\u7684\u4e34\u5e8a\u533b\u751f\u5fc5\u987b\u5ba1\u6838\u5e76\u6279\u51c6\u751f\u6210\u7684\u8bb0\u5f55\u3002\u8fd9\u4e00\u6848\u4f8b\u51f8\u663e\u4e86\u4e00\u4e2a\u91cd\u8981\u7684\u77db\u76fe\uff1a\u5220\u9664\u5f55\u97f3\u867d\u7136\u53ef\u4ee5\u964d\u4f4e\u67d0\u4e9b\u6570\u636e\u4fdd\u7559\u98ce\u9669\uff0c\u4f46\u4e5f\u53ef\u80fd\u5bfc\u81f4\u65e0\u6cd5\u5728\u540e\u671f\u4e0e\u539f\u59cb\u5bf9\u8bdd\u8fdb\u884c\u6bd4\u5bf9\u3002.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">OpenAI \u5df2\u8b66\u544a\u79f0\uff0c\u5728\u51b3\u7b56\u573a\u666f\u4e2d\u4f9d\u8d56\u8bed\u97f3\u8bc6\u522b\u7ed3\u679c\u53ef\u80fd\u5bfc\u81f4\u4e25\u91cd\u540e\u679c\u3002\u56e0\u6b64\uff0c\u533b\u7597\u673a\u6784\u5e94\u8981\u6c42\u4e34\u5e8a\u533b\u751f\u8fdb\u884c\u5ba1\u6838\uff0c\u5236\u5b9a\u660e\u786e\u7684\u6570\u636e\u4fdd\u7559\u548c\u9a8c\u8bc1\u653f\u7b56\uff0c\u5e76\u4f7f\u7528\u5177\u5907\u9002\u5f53\u9690\u79c1\u548c\u5408\u540c\u4fdd\u969c\u63aa\u65bd\u7684\u670d\u52a1\u3002.<\/span><\/p>\n<h3><b>\u6cd5\u5f8b\u4e0e\u7814\u7a76\u65b9\u9762\u7684\u5f71\u54cd<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">\u5728\u6cd5\u5f8b\u5de5\u4f5c\u4e2d\uff0c\u4f2a\u9020\u7684\u7b14\u5f55\u5185\u5bb9\u53ef\u80fd\u4f1a\u5f71\u54cd\u8bc1\u4eba\u9648\u8ff0\u7684\u51c6\u5907\u3001\u6848\u4ef6\u5206\u6790\u6216\u8bc1\u636e\u5ba1\u67e5\u3002\u672a\u7ecf\u76f8\u5173\u6cd5\u9662\u3001\u53f8\u6cd5\u7ba1\u8f96\u533a\u6216\u804c\u4e1a\u89c4\u5219\u8981\u6c42\u7684\u5ba1\u67e5\u548c\u8ba4\u8bc1\uff0c\u4e0d\u5e94\u5c06\u81ea\u52a8\u751f\u6210\u7684\u8349\u7a3f\u89c6\u4e3a\u6b63\u5f0f\u8bb0\u5f55\u3002.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u7814\u7a76\u56e2\u961f\u9762\u4e34\u7740\u4e00\u4e2a\u76f8\u5173\u98ce\u9669\u3002\u5982\u679c\u865a\u6784\u7684\u5f15\u8bed\u88ab\u7eb3\u5165\u5b9a\u6027\u7f16\u7801\u6216\u4e3b\u9898\u5206\u6790\u4e2d\uff0c\u53ef\u80fd\u4f1a\u5f71\u54cd\u7814\u7a76\u7ed3\u679c\uff0c\u5e76\u635f\u5bb3\u7814\u7a76\u7684\u53ef\u9760\u6027\u3002\u7814\u7a76\u4eba\u5458\u5e94\u4fdd\u7559\u539f\u59cb\u5f55\u97f3\uff0c\u8bb0\u5f55\u8f6c\u5f55\u8fc7\u7a0b\uff0c\u5e76\u6838\u5b9e\u62a5\u544a\u6216\u51fa\u7248\u7269\u4e2d\u4f7f\u7528\u7684\u5f15\u8bed\u3002.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u8fd9\u9879\u7531\u5eb7\u5948\u5c14\u5927\u5b66\u4e3b\u5bfc\u7684\u7814\u7a76\u8fd8\u53d1\u73b0\uff0c\u5176\u5931\u8bed\u75c7\u6570\u636e\u96c6\u4e0e\u5bf9\u7167\u7ec4\u6570\u636e\u96c6\u4e4b\u95f4\u5b58\u5728\u5dee\u5f02\u3002\u5e7b\u89c9\u51fa\u73b0\u5728 <\/span><a href=\"https:\/\/dl.acm.org\/doi\/fullHtml\/10.1145\/3630106.3658996\"><span style=\"font-weight: 400;\">1.7% \u4e2a\u533a\u6bb5<\/span><\/a><span style=\"font-weight: 400;\"> \u6765\u81ea\u5931\u8bed\u75c7\u60a3\u8005\u7684\u8bed\u97f3\u7247\u6bb5\u4ee5\u53ca1.2%\u4e2a\u5bf9\u7167\u8bed\u97f3\u7247\u6bb5\u3002 \u7814\u7a76\u4eba\u5458\u5c06\u8fd9\u4e00\u5dee\u5f02\u5f52\u56e0\u4e8e\u975e\u53d1\u58f0\u65f6\u6bb5\u7684\u6301\u7eed\u65f6\u95f4\u66f4\u957f\u3002\u8fd9\u867d\u4e0d\u80fd\u8bc1\u660e\u6bcf\u4f4d\u8a00\u8bed\u969c\u788d\u8005\u90fd\u4f1a\u51fa\u73b0\u540c\u6837\u7684\u5dee\u5f02\uff0c\u4f46\u5b83\u7a81\u663e\u4e86\u5728\u5173\u952e\u573a\u666f\u4e2d\u4f7f\u7528\u81ea\u52a8\u8f6c\u5f55\u529f\u80fd\u7684\u7ec4\u7ec7\u6240\u9762\u4e34\u7684\u65e0\u969c\u788d\u6027\u548c\u51c6\u786e\u6027\u95ee\u9898\u3002.<\/span><\/p>\n<h2><b>\u51cf\u5c11AI\u8f6c\u5f55\u201c\u5e7b\u89c9\u201d\u7684\u6700\u4f73\u5b9e\u8df5<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">\u6ca1\u6709\u4efb\u4f55\u4e00\u79cd\u7f13\u89e3\u63aa\u65bd\u80fd\u4fdd\u8bc1\u751f\u6210\u5b8c\u7f8e\u7684\u8f6c\u5f55\u6587\u672c\u3002\u4e0d\u8fc7\uff0c\u91c7\u53d6\u4e00\u4e9b\u63aa\u65bd\u53ef\u4ee5\u964d\u4f4e\u98ce\u9669\uff0c\u5e76\u4f7f\u9519\u8bef\u66f4\u5bb9\u6613\u88ab\u53d1\u73b0\u3002.<\/span><\/p>\n<h3><b>\u6280\u672f\u7f13\u89e3\u63aa\u65bd<\/b><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u8bed\u97f3\u6d3b\u52a8\u68c0\u6d4b\u9884\u5904\u7406<\/b><span style=\"font-weight: 400;\">: \u5728\u8f6c\u5f55\u524d\u79fb\u9664\u6216\u5206\u79bb\u975e\u8bed\u97f3\u95f4\u9694\uff0c\u53ef\u4ee5\u51cf\u5c11\u6a21\u578b\u5728\u9759\u9ed8\u671f\u95f4\u751f\u6210\u6587\u672c\u7684\u53ef\u80fd\u6027<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u7ec6\u81f4\u7684\u7ec6\u5206<\/b><span style=\"font-weight: 400;\">: \u5e94\u6839\u636e\u6240\u9009\u6a21\u578b\u5c06\u97f3\u9891\u5212\u5206\u4e3a\u9002\u5f53\u7684\u7247\u6bb5\u8fdb\u884c\u5904\u7406\uff0c\u800c\u4e0d\u662f\u5e94\u7528\u4efb\u610f\u7684\u65f6\u957f\u89c4\u5219<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u4fdd\u5b88\u7684\u89e3\u7801\u8bbe\u7f6e<\/b><span style=\"font-weight: 400;\">: \u67e5\u9605\u7279\u5b9a Whisper \u5b9e\u73b0\u7684\u6587\u6863\uff0c\u5e76\u4f7f\u7528 against \u4ee3\u8868\u6027\u97f3\u9891\u8fdb\u884c\u6d4b\u8bd5<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u91cd\u590d\u9879\u548c\u5f02\u5e38\u68c0\u67e5<\/b><span style=\"font-weight: 400;\">: \u6807\u8bb0\u91cd\u590d\u7684\u77ed\u8bed\u3001\u8bdd\u9898\u7684\u7a81\u7136\u8f6c\u6362\u3001\u89c6\u9891\u98ce\u683c\u7684\u7ed3\u5c3e\u8bed\uff0c\u6216\u662f\u5728\u9759\u9ed8\u95f4\u9699\u4e2d\u5f02\u5e38\u6d41\u7545\u7684\u6587\u672c<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u53d7\u7248\u672c\u63a7\u5236\u7684\u8bc4\u4f30<\/b><span style=\"font-weight: 400;\">: \u5728\u66f4\u6539\u6a21\u578b\u3001\u8bed\u8a00\u8bbe\u7f6e\u3001\u63d0\u793a\u8bcd\u3001\u9884\u5904\u7406\u6216\u89e3\u7801\u5e93\u65f6\uff0c\u8bf7\u91cd\u65b0\u6d4b\u8bd5\u5de5\u4f5c\u6d41<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">2025\u5e74\u7684\u4e00\u9879\u7814\u7a76\u8fd8\u6d4b\u8bd5\u4e86\u4e00\u79cd\u540d\u4e3a\u201c\u5e7b\u89c9\u888b\u201d\uff08bag of hallucinations\uff09\u7684\u540e\u5904\u7406\u65b9\u6cd5\uff0c\u8be5\u65b9\u6cd5\u80fd\u591f\u8fc7\u6ee4\u975e\u8bed\u97f3\u5b9e\u9a8c\u4e2d\u4ea7\u751f\u7684\u91cd\u590d\u8f93\u51fa\u3002\u8be5\u65b9\u6cd5\u5728\u8fd9\u4e9b\u53d7\u63a7\u6761\u4ef6\u4e0b\u964d\u4f4e\u4e86\u9519\u8bef\u7387\uff0c\u4f46\u4e0d\u5e94\u5c06\u5176\u89c6\u4e3a\u5ba1\u67e5\u6e90\u97f3\u9891\u7684\u901a\u7528\u66ff\u4ee3\u65b9\u6848\u3002.<\/span><\/p>\n<h3><b>\u5de5\u4f5c\u6d41\u6700\u4f73\u5b9e\u8df5<\/b><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Maintain \u6e90\u97f3\u9891<\/b><span style=\"font-weight: 400;\">: \u5728\u6838\u5b9e\u7b14\u5f55\u4e4b\u524d\uff0c\u5e94\u4fdd\u7559\u5f55\u97f3\u6587\u4ef6\uff0c\u4f46\u987b\u7b26\u5408\u76f8\u5173\u540c\u610f\u3001\u9690\u79c1\u3001\u4fdd\u5b58\u671f\u9650\u53ca\u6cd5\u5f8b\u8981\u6c42<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u5b9e\u65bd\u4eba\u5de5\u5ba1\u6838<\/b><span style=\"font-weight: 400;\">: \u5728\u6d89\u53ca\u91cd\u5927\u540e\u679c\u7684\u75c5\u5386\u8bb0\u5f55\u5f71\u54cd\u533b\u7597\u62a4\u7406\u3001\u6cd5\u5f8b\u88c1\u51b3\u3001\u62db\u8058\u3001\u7814\u7a76\u7ed3\u679c\u6216\u8bba\u6587\u53d1\u8868\u4e4b\u524d\uff0c\u987b\u7ecf\u5ba1\u6838<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u4f18\u5148\u5904\u7406\u9ad8\u98ce\u9669\u6bb5\u843d<\/b><span style=\"font-weight: 400;\">: \u590d\u4e60\u90e8\u5206\uff1a\u8fde\u7eed\u7684\u6570\u5b57\u3001\u836f\u7269\u540d\u79f0\u3001\u4eba\u540d\u3001\u65e5\u671f\u3001\u5f15\u6587\u3001\u6cd5\u5f8b\u672f\u8bed\u6216\u957f\u65f6\u95f4\u7684\u505c\u987f<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Train \u56e2\u961f\u5173\u6ce8\u8b66\u793a\u6807\u5fd7<\/b><span style=\"font-weight: 400;\">: \u6ce8\u610f\u91cd\u590d\u51fa\u73b0\u7684\u77ed\u8bed\u3001\u51fa\u4eba\u610f\u6599\u7684\u5185\u5bb9\u3001\u98ce\u683c\u7684\u7a81\u53d8\uff0c\u6216\u8005\u5728\u6c89\u9ed8\u4e2d\u51fa\u73b0\u7684\u8bcd\u8bed<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u6587\u4ef6\u8d23\u4efb<\/b><span style=\"font-weight: 400;\">: \u660e\u786e\u89c4\u5b9a\u8c01\u5fc5\u987b\u5ba1\u6838\u3001\u6279\u51c6\u3001\u66f4\u6b63\u548cretain\u6bcf\u4efd\u6210\u7ee9\u5355<\/span><\/li>\n<\/ul>\n<h2><b>\u5982\u4f55\u9009\u62e9\u53ef\u9760\u7684\u4eba\u5de5\u667a\u80fd\u8f6c\u5f55\u8f6f\u4ef6<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">\u8fd9\u9879\u7531\u5eb7\u5948\u5c14\u5927\u5b66\u4e3b\u5bfc\u7684\u7814\u7a76\u8868\u660e\uff0c\u5176\u6240\u8bc6\u522b\u51fa\u7684\u201c\u5e7b\u542c\u201d\u73b0\u8c61\u5e76\u975e\u5728\u6240\u6709\u8bed\u97f3\u8f6c\u6587\u672c\u670d\u52a1\u4e2d\u90fd\u80fd\u4e00\u81f4\u5730\u91cd\u73b0\u3002 \u5f53\u7814\u7a76\u4eba\u5458\u4f7f\u7528\u8c37\u6b4c\u4e91\u8bed\u97f3\u8f6c\u6587\u672c\u3001\u5fae\u8f6fAzure\u8bed\u97f3\u8f6c\u6587\u672c\u3001\u4e9a\u9a6c\u900aTranscribe\u3001AssemblyAI\u548cRev AI\u5bf9187\u4e2a\u201cWhisper\u201d\u5e7b\u89c9\u6837\u672c\u8fdb\u884c\u6d4b\u8bd5\u65f6\uff0c\u8fd9\u4e9b\u7cfb\u7edf\u5728\u8be5\u5b9e\u9a8c\u4e2d\u5e76\u672a\u4ea7\u751f\u7c7b\u4f3c\u7684\u5e7b\u89c9\u5185\u5bb9\u3002.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u8fd9\u662f\u4e00\u4e2a\u6709\u7528\u7684\u53d1\u73b0\uff0c\u4f46\u5e76\u4e0d\u80fd\u8bc1\u660e\u4efb\u4f55\u670d\u52a1\u90fd\u4e0d\u4f1a\u4ea7\u751f\u5e7b\u89c9\u3002\u8be5\u6bd4\u8f83\u4ec5\u9650\u4e8e\u7279\u5b9a\u7684\u6837\u672c\u3001\u670d\u52a1\u7248\u672c\u548c\u914d\u7f6e\u3002.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u5728\u8bc4\u4f30\u65f6 <\/span><a href=\"https:\/\/sonix.ai\/transcription-software\"><span style=\"font-weight: 400;\">\u8f6c\u5f55\u8f6f\u4ef6<\/span><\/a><span style=\"font-weight: 400;\">, \u8bf7\u8003\u8651\uff1a<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u6e90\u97f3\u9891\u8bbf\u95ee<\/b><span style=\"font-weight: 400;\">: \u5ba1\u7a3f\u4eba\u80fd\u5426\u4e00\u8fb9\u64ad\u653e\u5f55\u97f3\uff0c\u4e00\u8fb9\u5bf9\u7167\u6587\u5b57\u8bb0\u5f55\uff1f<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u5ba1\u67e5\u6548\u7387<\/b><span style=\"font-weight: 400;\">: \u8bcd\u6761\u662f\u5426\u4e0e\u65f6\u95f4\u6233\u76f8\u5173\u8054\uff0c\u4ee5\u4fbf\u5feb\u901f\u6838\u9a8c\uff1f<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u6f14\u8bb2\u8005\u5de5\u5177<\/b><span style=\"font-weight: 400;\">: \u7528\u6237\u80fd\u5426\u8bc6\u522b\u5e76\u66f4\u6b63\u53d1\u8a00\u8005\u6807\u7b7e\uff1f<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u672f\u8bed\u63a7\u5236<\/b><span style=\"font-weight: 400;\">: \u56e2\u961f\u53ef\u4ee5\u6dfb\u52a0\u540d\u79f0\u3001\u9996\u5b57\u6bcd\u7f29\u5199\u8bcd\u548c\u6280\u672f\u672f\u8bed\u5417\uff1f<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u5b89\u5168\u6587\u6863<\/b><span style=\"font-weight: 400;\">: \u670d\u52a1\u63d0\u4f9b\u5546\u662f\u5426\u5bf9\u52a0\u5bc6\u3001\u8bbf\u95ee\u63a7\u5236\u3001\u5ba1\u8ba1\u3001\u6570\u636e\u4f4d\u7f6e\u548c\u4fdd\u7559\u671f\u9650\u8fdb\u884c\u4e86\u660e\u786e\u7684\u8bb0\u5f55\uff1f<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u5408\u540c\u9002\u7528\u6027<\/b><span style=\"font-weight: 400;\">: \u5bf9\u4e8e\u53d7\u76d1\u7ba1\u6216\u673a\u5bc6\u6570\u636e\uff0c\u662f\u5426\u53ef\u5236\u5b9a\u76f8\u5e94\u7684\u534f\u8bae\uff1f<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u5bfc\u51fa\u548c\u5ba1\u6838\u9009\u9879<\/b><span style=\"font-weight: 400;\">: \u56e2\u961f\u80fd\u5426\u4fdd\u5b58\u4fee\u6539\u540e\u7684\u7248\u672c\u5e76\u8bb0\u5f55\u5ba1\u6279\u60c5\u51b5\uff1f<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u4ee3\u8868\u6027\u6d4b\u8bd5<\/b><span style=\"font-weight: 400;\">: \u8be5\u670d\u52a1\u662f\u5426\u5df2\u5728\u8be5\u7ec4\u7ec7\u7684\u5b9e\u9645\u8bed\u8a00\u3001\u53e3\u97f3\u3001\u9ea6\u514b\u98ce\u548c\u73af\u5883\u4e2d\u8fdb\u884c\u4e86\u6d4b\u8bd5\uff1f<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">\u4ec5\u51ed\u4ef7\u683c\u5e76\u4e0d\u80fd\u51b3\u5b9a\u4e00\u4e2a\u7cfb\u7edf\u662f\u5426\u4f1a\u51fa\u73b0\u5931\u771f\u3002\u67b6\u6784\u3001\u5b9e\u73b0\u65b9\u5f0f\u3001\u97f3\u8d28\u3001\u8bc4\u6d4b\u529f\u80fd\u4ee5\u53ca\u64cd\u4f5c\u63a7\u5236\u90fd\u81f3\u5173\u91cd\u8981\u3002.<\/span><\/p>\n<h2><b>\u5229\u7528\u9ad8\u7ea7\u529f\u80fd\u63d0\u5347\u8f6c\u5f55\u8d28\u91cf<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">\u8f6c\u5f55\u6a21\u578b\u7684\u76f8\u5173\u529f\u80fd\u53ef\u4ee5\u4f7f\u9519\u8bef\u66f4\u5bb9\u6613\u88ab\u8bc6\u522b\u548c\u7ea0\u6b63\u3002.<\/span><\/p>\n<h3><b>\u7f16\u8f91\u548c\u5ba1\u9605\u5de5\u5177<\/b><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u8bcd\u7ea7\u65f6\u95f4\u7801<\/b><span style=\"font-weight: 400;\">: \u5c06\u6587\u5b57\u8bb0\u5f55\u4e0e\u5f55\u97f3\u4e2d\u7684\u76f8\u5e94\u65f6\u523b\u5173\u8054\u8d77\u6765<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u540c\u6b65\u64ad\u653e<\/b><span style=\"font-weight: 400;\">: \u8ba9\u5ba1\u7a3f\u4eba\u5728\u9605\u8bfb\u6216\u7f16\u8f91\u65f6\u80fd\u591f\u540c\u6b65\u6536\u542c<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u53d1\u8a00\u4eba\u8eab\u4efd<\/b><span style=\"font-weight: 400;\">: \u5c06\u626c\u58f0\u5668\u5206\u5f00\uff0c\u5e76\u5141\u8bb8\u66f4\u6b63\u6807\u7b7e<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u6d4f\u89c8\u5668\u5185\u7f16\u8f91<\/b><span style=\"font-weight: 400;\">: \u542f\u7528\u6821\u5bf9\u529f\u80fd\uff0c\u800c\u65e0\u9700\u5c06\u5185\u5bb9\u79fb\u81f3\u53e6\u4e00\u4e2a\u5e94\u7528\u7a0b\u5e8f\u4e2d<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u81ea\u5b9a\u4e49\u8bcd\u5178<\/b><span style=\"font-weight: 400;\">: \u5141\u8bb8\u7528\u6237\u6dfb\u52a0\u4e13\u6709\u540d\u8bcd\u3001\u6280\u672f\u672f\u8bed\u3001\u9996\u5b57\u6bcd\u7f29\u5199\u8bcd\u4ee5\u53ca\u9996\u9009\u62fc\u5199\u65b9\u5f0f<\/span><\/li>\n<\/ul>\n<h3><b>\u5206\u6790\u4e0e\u89c1\u89e3<\/b><\/h3>\n<p><a href=\"https:\/\/sonix.ai\/features\/ai-analysis\"><span style=\"font-weight: 400;\">\u4eba\u5de5\u667a\u80fd\u5206\u6790\u5de5\u5177<\/span><\/a><span style=\"font-weight: 400;\"> \u53ef\u4ee5\u4ece\u8f6c\u5f55\u6587\u672c\u4e2d\u63d0\u53d6\u4e3b\u9898\u3001\u6458\u8981\u3001\u7ae0\u8282\u3001\u8bae\u9898\u3001\u60c5\u611f\u503e\u5411\u6216\u5173\u952e\u65f6\u523b\u3002\u8fd9\u4e9b\u8f93\u51fa\u7ed3\u679c\u53d6\u51b3\u4e8e\u5e95\u5c42\u8f6c\u5f55\u6587\u672c\u7684\u8d28\u91cf\u3002\u5404\u56e2\u961f\u5728\u4f9d\u8d56\u4e0b\u6e38\u5206\u6790\u4e4b\u524d\uff0c\u5e94\u5148\u66f4\u6b63\u91cd\u8981\u7684\u8f6c\u5f55\u9519\u8bef\uff0c\u7279\u522b\u662f\u5728\u5206\u6790\u7ed3\u679c\u7528\u4e8e\u652f\u6301\u7814\u7a76\u3001\u62a5\u544a\u6216\u5546\u4e1a\u51b3\u7b56\u65f6\u3002.<\/span><\/p>\n<h3><b>\u534f\u4f5c\u529f\u80fd<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">\u5171\u4eab\u5de5\u4f5c\u533a\u3001\u6743\u9650\u8bbe\u7f6e\u3001\u8bc4\u8bba\u529f\u80fd\u548c\u5ba1\u9605\u5de5\u4f5c\u6d41\u6709\u52a9\u4e8e\u56e2\u961f\u660e\u786e\u8d23\u4efb\u5f52\u5c5e\uff0c\u907f\u514d\u7248\u672c\u6df7\u6dc6\u3002\u5f53\u7ec4\u7ec7\u540c\u65f6\u660e\u786e\u7531\u8c01\u8d1f\u8d23\u5ba1\u6279\u6700\u7ec8\u6587\u672c\u65f6\uff0c\u8fd9\u4e9b\u534f\u4f5c\u529f\u80fd\u624d\u80fd\u53d1\u6325\u6700\u5927\u4ef7\u503c\u3002.<\/span><\/p>\n<h2><b>\u9488\u5bf9\u654f\u611f\u6570\u636e\u7684\u5b89\u5168\u4e14\u7b26\u5408\u5408\u89c4\u8981\u6c42\u7684\u4eba\u5de5\u667a\u80fd\u8f6c\u5f55\u670d\u52a1<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">\u5b89\u5168\u4e0e\u5408\u89c4\u4e0d\u4ec5\u4ec5\u9700\u8981\u4e00\u4e2a\u8ba4\u8bc1\u6807\u5fd7\u3002\u7ec4\u7ec7\u5e94\u8bc4\u4f30\u670d\u52a1\u3001\u6240\u9009\u65b9\u6848\u3001\u5408\u540c\u6761\u6b3e\u3001\u914d\u7f6e\u4ee5\u53ca\u9884\u671f\u7528\u9014\u3002.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u82f1\u683c\u5170\u56fd\u6c11\u533b\u7597\u670d\u52a1\u4f53\u7cfb\uff08NHS England\uff09\u7684\u73af\u5883\u8bed\u97f3\u4f9b\u5e94\u5546\u6ce8\u518c\u6d41\u7a0b\u8981\u6c42\u53c2\u4e0e\u7684\u4f9b\u5e94\u5546\u63d0\u4f9b\u4e00\u7c7b\u533b\u7597\u5668\u68b0\u8d44\u683c\u8bc1\u660e\u4ee5\u53ca\u6700\u65b0\u7684\u300a\u6570\u5b57\u6280\u672f\u8bc4\u4f30\u6807\u51c6\u300b\u8bc4\u4f30\u62a5\u544a\u3002\u8fd9\u8868\u660e\u5bf9\u4e34\u5e8a\u6587\u6863\u5de5\u5177\u7684\u5ba1\u67e5\u65e5\u76ca\u4e25\u683c\uff0c\u4f46\u4e0d\u5e94\u5c06\u5176\u89e3\u8bfb\u4e3a\u4e00\u9879\u9002\u7528\u4e8e\u6240\u6709NHS\u73af\u5883\u4e0b\u6240\u6709\u8f6c\u5f55\u4ea7\u54c1\u7684\u901a\u7528\u89c4\u5219\u3002.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u9700\u8981\u5ba1\u67e5\u7684\u5b89\u5168\u529f\u80fd\u5305\u62ec\uff1a<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u72ec\u7acb\u63a7\u5236\u5ba1\u8ba1\uff0c\u4f8b\u5982 SOC 2 II \u7c7b<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u4f20\u8f93\u4e2d\u548c\u9759\u6b62\u72b6\u6001\u4e0b\u7684\u52a0\u5bc6<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u57fa\u4e8e\u89d2\u8272\u7684\u8bbf\u95ee\u63a7\u5236<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u591a\u56e0\u7d20\u8eab\u4efd\u9a8c\u8bc1\u548c\u4f01\u4e1a\u8eab\u4efd\u9a8c\u8bc1\u65b9\u6848<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u6570\u636e\u5b58\u50a8\u4f4d\u7f6e\u548c\u4fdd\u7559\u4fe1\u606f<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u5220\u9664\u548c\u51fa\u53e3\u7ba1\u5236<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u5fc5\u8981\u65f6\u7b7e\u8ba2\u4e1a\u52a1\u5408\u4f5c\u4f19\u4f34\u534f\u8bae\u6216\u5176\u4ed6\u9002\u5f53\u7684\u5408\u540c\u4fdd\u969c\u63aa\u65bd<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">\u7ec4\u7ec7\u5e94\u6838\u5b9e\u6bcf\u9879\u8ba4\u8bc1\u7684\u786e\u5207\u8303\u56f4\uff0c\u5e76\u786e\u5b9a\u5176\u662f\u5426\u9002\u7528\u4e8e\u5176\u8ba1\u5212\u90e8\u7f72\u7684\u670d\u52a1\u3001\u65b9\u6848\u548c\u7528\u4f8b\u3002.<\/span><\/p>\n<h2><b>Sonix \u4e3a\u4f55\u652f\u6301\u53ef\u9a8c\u8bc1\u7684 AI \u8f6c\u5f55\u5de5\u4f5c\u6d41<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">\u5bf9\u4e8e\u9700\u8981\u9ad8\u6548\u5ba1\u6838\u548c\u7ba1\u7406\u6210\u7ee9\u5355\u7684\u56e2\u961f\u6765\u8bf4\uff0c,<\/span><a href=\"https:\/\/sonix.ai\/\"> <span style=\"font-weight: 400;\">Sonix<\/span><\/a><span style=\"font-weight: 400;\"> \u8be5\u529f\u80fd\u5c06\u81ea\u52a8\u8f6c\u5f55\u4e0e\u7528\u4e8e\u6839\u636e\u539f\u59cb\u5f55\u97f3\u6838\u5bf9\u7ed3\u679c\u7684\u5de5\u5177\u76f8\u7ed3\u5408\u3002.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Sonix \u5f53\u524d\u7684\u529f\u80fd\u5305\u62ec\uff1a<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u4e00\u6b3e\u57fa\u4e8e\u6d4f\u89c8\u5668\u7684\u7f16\u8f91\u5668\uff0c\u652f\u6301\u540c\u6b65\u64ad\u653e\u3001\u641c\u7d22\u3001\u5355\u8bcd\u7ea7\u5bfc\u822a\u548c\u53d1\u8a00\u8005\u6807\u6ce8<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u81ea\u5b9a\u4e49\u8bcd\u5178\uff0c\u5141\u8bb8\u7528\u6237\u6dfb\u52a0\u4eba\u540d\u3001\u6280\u672f\u672f\u8bed\u3001\u9996\u5b57\u6bcd\u7f29\u5199\u8bcd\u4ee5\u53ca\u9996\u9009\u62fc\u5199\u65b9\u5f0f<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">SOC 2 II \u7c7b\u8ba4\u8bc1\u3001\u4f20\u8f93\u8fc7\u7a0b\u4e2d\u7684 TLS \u52a0\u5bc6\u4ee5\u53ca\u9759\u6b62\u72b6\u6001\u4e0b\u7684 AES-256 \u52a0\u5bc6<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u901a\u8fc7 Medical Sonix \u5b9e\u65bd\u7b26\u5408 HIPAA \u8981\u6c42\u7684\u4fdd\u969c\u63aa\u65bd\uff0c\u5305\u62ec\u4e3a\u7b26\u5408\u6761\u4ef6\u7684\u533b\u7597\u673a\u6784\u63d0\u4f9b\u4e1a\u52a1\u4f19\u4f34\u534f\u8bae<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u652f\u630154\u79cd\u4ee5\u4e0a\u8bed\u8a00\u7684\u8f6c\u5199\u529f\u80fd<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><a href=\"https:\/\/sonix.ai\/features\/ai-analysis\"><span style=\"font-weight: 400;\">\u4eba\u5de5\u667a\u80fd\u9a71\u52a8\u7684\u5206\u6790<\/span><\/a><span style=\"font-weight: 400;\"> \u7528\u4e8e\u6458\u8981\u3001\u7ae0\u8282\u3001\u4e3b\u9898\u3001\u60c5\u611f\u5206\u6790\u4ee5\u53ca\u5176\u4ed6\u57fa\u4e8e\u6587\u5b57\u8bb0\u5f55\u7684\u6d1e\u5bdf<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u56e2\u961f\u534f\u4f5c\u63a7\u5236\u529f\u80fd\uff0c\u5305\u62ec\u5de5\u4f5c\u533a\u3001\u6743\u9650\u548c\u5171\u4eab\u529f\u80fd<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">\u8fd9\u4e9b\u63a7\u5236\u529f\u80fd\u6709\u52a9\u4e8e\u7528\u6237\u53d1\u73b0\u5e76\u66f4\u6b63\u9519\u8bef\uff0c\u4f46\u5e76\u4e0d\u80fd\u53d6\u4ee3\u4eba\u5de5\u5ba1\u6838\u3002\u672a\u7ecf\u6838\u5b9e\uff0c\u4e0d\u5e94\u8ba4\u4e3a\u4efb\u4f55\u81ea\u52a8\u751f\u6210\u7684\u6587\u5b57\u8bb0\u5f55\u90fd\u80fd\u5b8c\u7f8e\u5730\u53cd\u6620\u6bcf\u4e00\u53e5\u53e3\u5934\u8868\u8fbe\u3002.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u65e0\u8bba\u60a8\u662f <\/span><a href=\"https:\/\/sonix.ai\/researchers\"><span style=\"font-weight: 400;\">\u8c03\u7814\u516c\u53f8<\/span><\/a><span style=\"font-weight: 400;\"> \u5206\u6790\u8bbf\u8c08\uff0ca <\/span><a href=\"https:\/\/sonix.ai\/journalists\"><span style=\"font-weight: 400;\">\u65b0\u95fb\u4e2d\u5fc3<\/span><\/a><span style=\"font-weight: 400;\"> \u5728against\u7684\u622a\u6b62\u65e5\u671f\u5185\u5de5\u4f5c\uff0c\u6216\u8005\u4e00\u4e2a <\/span><a href=\"https:\/\/sonix.ai\/enterprise\"><span style=\"font-weight: 400;\">\u4f01\u4e1a<\/span><\/a><span style=\"font-weight: 400;\"> \u5bf9\u4e8e\u9700\u8981\u5904\u7406\u5927\u91cf\u5f55\u97f3\u7684\u56e2\u961f\u800c\u8a00\uff0c\u6700\u7a33\u59a5\u7684\u5de5\u4f5c\u6d41\u7a0b\u662f\u786e\u4fdd\u6587\u5b57\u8bb0\u5f55\u4e0e\u539f\u59cb\u97f3\u9891\u4fdd\u6301\u5173\u8054\uff0c\u5e76\u660e\u786e\u5ba1\u6279\u8d23\u4efb\u3002.<\/span><\/p>\n<h2><b>\u6700\u7ec8\u7ed3\u8bba\uff1a\u6839\u636e\u60a8\u7684\u9700\u6c42\u9009\u62e9\u5408\u9002\u7684\u8f6c\u5f55\u89e3\u51b3\u65b9\u6848<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">\u662f\u9009\u62e9\u81ea\u4e3b\u7ba1\u7406\u7684Whisper\u5de5\u4f5c\u6d41\u8fd8\u662f\u6258\u7ba1\u5f0f\u8f6c\u5f55\u5e73\u53f0\uff0c\u53d6\u51b3\u4e8e\u6280\u672f\u8d44\u6e90\u3001\u6570\u636e\u8981\u6c42\u3001\u5ba1\u6838\u9700\u6c42\u4ee5\u53ca\u98ce\u9669\u627f\u53d7\u80fd\u529b\u3002.<\/span><\/p>\n<p><b>\u5728\u4ee5\u4e0b\u60c5\u51b5\u4e0b\uff0c\u91c7\u7528\u81ea\u4e3b\u7ba1\u7406\u7684Whisper\u5de5\u4f5c\u6d41\u53ef\u80fd\u662f\u5408\u9002\u7684\u9009\u62e9\uff1a<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u8be5\u5185\u5bb9\u98ce\u9669\u8f83\u4f4e\uff0c\u5076\u5c14\u51fa\u73b0\u9519\u8bef\u662f\u53ef\u4ee5\u63a5\u53d7\u7684<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u8be5\u7ec4\u7ec7\u53ef\u4ee5\u6d4b\u8bd5\u6a21\u578b\u7248\u672c\u3001\u9884\u5904\u7406\u3001\u5206\u5272\u548c\u89e3\u7801\u8bbe\u7f6e<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u6280\u672f\u4eba\u5458\u53ef\u4ee5\u5b9e\u65bd\u76d1\u63a7\u548c\u7f13\u89e3\u63aa\u65bd<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u6e90\u5f55\u97f3 remain available\uff0c\u4f9b\u6838\u9a8c\u4f7f\u7528<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u91cd\u8981\u4ea7\u51fa\u5728\u4f7f\u7528\u524d\u987b\u7531\u5408\u683c\u4eba\u5458\u8fdb\u884c\u5ba1\u6838<\/span><\/li>\n<\/ul>\n<p><b>\u5f53\u60a8\u6709\u4ee5\u4e0b\u9700\u6c42\u65f6\uff0c\u6258\u7ba1\u5f0f\u8f6c\u5f55\u5e73\u53f0\u53ef\u80fd\u662f\u66f4\u4f73\u7684\u9009\u62e9\uff1a<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u4e00\u6b3e\u7528\u4e8e\u5c06\u6587\u672c\u4e0e\u6e90\u97f3\u9891\u8fdb\u884c\u5bf9\u6bd4\u7684\u540c\u6b65\u7f16\u8f91\u5668<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u8bf4\u8bdd\u8005\u3001\u65f6\u95f4\u6233\u3001\u672f\u8bed\u548c\u6821\u5bf9\u5de5\u5177<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u5171\u4eab\u5de5\u4f5c\u533a\u548c\u6743\u9650<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u5df2\u8bb0\u5f55\u7684\u5b89\u5168\u548c\u9690\u79c1\u63a7\u5236\u63aa\u65bd<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u652f\u6301\u591a\u79cd\u8bed\u8a00\u548c\u5bfc\u51fa\u683c\u5f0f<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u4e00\u79cd\u8ba9\u975e\u6280\u672f\u80cc\u666f\u7684\u5ba1\u9605\u4eba\u5458\u80fd\u591f\u9ad8\u6548\u5ba1\u6279\u6587\u5b57\u8bb0\u5f55\u7684\u5de5\u4f5c\u6d41\u7a0b<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">\u5bf9\u4e8e\u533b\u7597\u3001\u6cd5\u5f8b\u3001\u79d1\u7814\u3001\u65b0\u95fb\u53ca\u5176\u4ed6\u540e\u679c\u91cd\u5927\u7684\u9886\u57df\u800c\u8a00\uff0c\u5173\u952e\u95ee\u9898\u5e76\u4e0d\u5728\u4e8e\u4f9b\u5e94\u5546\u662f\u5426\u627f\u8bfa\u5b9e\u73b0\u5b8c\u7f8e\u51c6\u786e\u7387\uff0c\u800c\u5728\u4e8e\u8be5\u7cfb\u7edf\u80fd\u5426\u4f7f\u9519\u8bef\u663e\u800c\u6613\u89c1\u3001\u4fdd\u7559\u7ea0\u6b63\u9519\u8bef\u6240\u9700\u7684\u8bc1\u636e\uff0c\u5e76\u652f\u6301\u4e0e\u8f6c\u5f55\u9519\u8bef\u53ef\u80fd\u9020\u6210\u7684\u540e\u679c\u76f8\u9002\u5e94\u7684\u590d\u6838\u6d41\u7a0b\u3002.<\/span><\/p>\n<h2><b>\u5e38\u89c1\u95ee\u9898<\/b><\/h2>\n<h3><b>\u8f6c\u5f55\u4e2d\u7684AI\u5e7b\u89c9\u662f\u4ec0\u4e48\uff1f<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">\u8f6c\u5f55\u4e2d\u7684AI\u5e7b\u89c9\u662f\u6307\u8bed\u97f3\u8f6c\u6587\u672c\u7cfb\u7edf\u751f\u6210\u7684\u67d0\u4e2a\u8bcd\u3001\u77ed\u8bed\u6216\u53e5\u5b50\u5728\u6e90\u5f55\u97f3\u4e2d\u6ca1\u6709\u4efb\u4f55\u5b9e\u8d28\u4f9d\u636e\u7684\u60c5\u51b5\u3002\u4e0e\u666e\u901a\u7684\u66ff\u6362\u4e0d\u540c\uff0c\u5e7b\u89c9\u53ef\u80fd\u4f1a\u5f15\u5165\u5b8c\u5168\u65b0\u7684\u5185\u5bb9\u3002 \u5728\u4e00\u9879\u9488\u5bf913,140\u6bb5\u77ed\u97f3\u9891\u7247\u6bb5\u7684\u7814\u7a76\u4e2d\uff0c\u7814\u7a76\u4eba\u5458\u8bc6\u522b\u51fa187\u5904\u5e7b\u89c9\uff0c\u5e76\u5c06\u5176\u4e2d38%\u5f52\u7c7b\u4e3a\u5305\u542b\u660e\u786e\u5371\u5bb3\u7684\u5185\u5bb9\uff0c\u4f8b\u5982\u66b4\u529b\u8bed\u8a00\u3001\u4e0d\u51c6\u786e\u7684\u5173\u8054\u3001\u865a\u6784\u4fe1\u606f\u6216\u865a\u5047\u6743\u5a01\u3002.<\/span><\/p>\n<h3><b>\u4e3a\u4ec0\u4e48Whisper AI\u6709\u65f6\u4f1a\u7f16\u9020\u5355\u8bcd\u6216\u77ed\u8bed\uff1f<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">Whisper \u662f\u4e00\u4e2a\u57fa\u4e8e\u97f3\u9891\u751f\u6210\u6587\u672c\u4ee4\u724c\u7684\u7f16\u7801\u5668-\u89e3\u7801\u5668 Transformer \u6a21\u578b\u3002 \u5f53\u58f0\u5b66\u8bc1\u636e\u8f83\u5f31\u65f6\u2014\u2014\u4f8b\u5982\u5728\u9759\u9ed8\u3001\u957f\u65f6\u95f4\u505c\u987f\u3001\u80cc\u666f\u566a\u97f3\u3001\u97f3\u4e50\u6216\u65ad\u7eed\u8bed\u97f3\u671f\u95f4\u2014\u2014\u89e3\u7801\u5668\u6709\u65f6\u4f1a\u751f\u6210\u6d41\u7545\u7684\u6587\u672c\uff0c\u4f46\u8fd9\u4e9b\u6587\u672c\u53ef\u80fd\u4e0e\u5f55\u97f3\u5185\u5bb9\u4e0d\u591f\u5951\u5408\u3002\u8bad\u7ec3\u6570\u636e\u3001\u5206\u6bb5\u3001\u63d0\u793a\u8bcd\u3001\u6a21\u578b\u7248\u672c\u4ee5\u53ca\u89e3\u7801\u8bbe\u7f6e\u4e5f\u53ef\u80fd\u5f71\u54cd\u7ed3\u679c\u3002.<\/span><\/p>\n<h3><b>\u5982\u4f55\u51cf\u5c11AI\u751f\u6210\u7684\u8f6c\u5f55\u6587\u672c\u4e2d\u7684\u5e7b\u89c9\uff1f<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">\u5728\u9002\u5f53\u60c5\u51b5\u4e0b\u4f7f\u7528\u8bed\u97f3\u6d3b\u52a8\u68c0\u6d4b\u6216\u5176\u4ed6\u975e\u8bed\u97f3\u8fc7\u6ee4\u6280\u672f\uff0c\u5728\u5177\u6709\u4ee3\u8868\u6027\u7684\u5f55\u97f3\u4e0a\u6d4b\u8bd5\u5206\u6bb5\u548c\u89e3\u7801\u8bbe\u7f6e\uff0c\u6807\u8bb0\u53ef\u7591\u7684\u91cd\u590d\u5185\u5bb9\u6216\u5728\u9759\u9ed8\u671f\u95f4\u51fa\u73b0\u7684\u6587\u672c\uff0c\u5bf9\u539f\u59cb\u97f3\u9891\u8fdb\u884cretain\u5904\u7406\uff0c\u5e76\u8981\u6c42\u5bf9\u53ef\u80fd\u4ea7\u751f\u91cd\u5927\u5f71\u54cd\u7684\u5185\u5bb9\u8fdb\u884c\u4eba\u5de5\u5ba1\u6838\u3002\u98ce\u9669\u7f13\u89e3\u63aa\u65bd\u53ef\u4ee5\u964d\u4f4e\u98ce\u9669\uff0c\u4f46\u6ca1\u6709\u4efb\u4f55\u9884\u5904\u7406\u65b9\u6cd5\u80fd\u4fdd\u8bc1\u8f6c\u5f55\u7ed3\u679c\u5b8c\u5168\u65e0\u8bef\u3002.<\/span><\/p>\n<h3><b>\u514d\u8d39\u7684AI\u8f6c\u5f55\u5de5\u5177\u662f\u5426\u66f4\u5bb9\u6613\u51fa\u73b0\u201c\u5e7b\u89c9\u201d\uff1f<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">\u672a\u5fc5\u5982\u6b64\u3002\u4ea7\u751f\u5e7b\u542c\u7684\u98ce\u9669\u5e76\u975e\u4ec5\u7531\u4ef7\u683c\u51b3\u5b9a\uff0c\u5b83\u8fd8\u53d6\u51b3\u4e8e\u7cfb\u7edf\u7684\u578b\u53f7\u3001\u67b6\u6784\u3001\u5b9e\u73b0\u65b9\u5f0f\u3001\u97f3\u9891\u73af\u5883\u4ee5\u53ca\u76f8\u5173\u8d28\u91cf\u63a7\u5236\u63aa\u65bd\u3002Paid \u5e73\u53f0\u6216\u8bb8\u80fd\u63d0\u4f9b\u66f4\u51fa\u8272\u7684\u5ba1\u67e5\u3001\u5b89\u5168\u3001\u534f\u4f5c\u548c\u5ba1\u8ba1\u529f\u80fd\uff0c\u4f46\u7528\u6237\u5e94\u76f4\u63a5\u8bc4\u4f30\u8fd9\u4e9b\u529f\u80fd\uff0c\u800c\u975e\u8ba4\u4e3a\u4ef7\u683c\u5c31\u80fd\u4fdd\u8bc1\u51c6\u786e\u6027\u3002.<\/span><\/p>\n<h3><b>Sonix \u662f\u5426\u89e3\u51b3\u4e86 AI \u8f6c\u5f55\u4e2d\u7684\u201c\u5e7b\u89c9\u201d\u95ee\u9898\uff1f<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">Sonix \u63d0\u4f9b\u4e86\u4e00\u4e2a\u4e0e\u6e90\u5f55\u97f3\u540c\u6b65\u7684\u57fa\u4e8e\u6d4f\u89c8\u5668\u7684\u7f16\u8f91\u5668\uff0c\u652f\u6301\u5355\u8bcd\u7ea7\u5bfc\u822a\u3001\u53d1\u8a00\u4eba\u5de5\u5177\u3001\u81ea\u5b9a\u4e49\u8bcd\u5178\u4ee5\u53ca\u534f\u4f5c\u5ba1\u9605\u63a7\u5236\u529f\u80fd\u3002 \u8fd9\u4e9b\u529f\u80fd\u6709\u52a9\u4e8e\u7528\u6237\u8bc6\u522b\u5e76\u66f4\u6b63\u8f6c\u5f55\u9519\u8bef\u3002\u5e94\u5c06\u5b83\u4eec\u89c6\u4e3a\u9a8c\u8bc1\u4fdd\u969c\u63aa\u65bd\uff0c\u800c\u975e\u8bc1\u660e\u81ea\u52a8\u8f6c\u5f55\u7ed3\u679c\u4e0d\u4f1a\u51fa\u73b0\u201c\u5e7b\u89c9\u201d\u7684\u4f9d\u636e\uff0c\u7279\u522b\u662f\u5728\u5185\u5bb9\u5c06\u5f71\u54cd\u533b\u7597\u4fdd\u5065\u3001\u6cd5\u5f8b\u3001\u7814\u7a76\u6216\u5176\u4ed6\u9ad8\u98ce\u9669\u51b3\u7b56\u7684\u60c5\u51b5\u4e0b\u3002.<\/span><\/p>","protected":false},"excerpt":{"rendered":"<p>You\u2019ve just transcribed a critical patient consultation, legal deposition, or hours of research interviews\u2014only to discover that the AI transcription tool inserted words, phrases, or entire sentences that were never spoken. This is a documented failure mode known as transcription hallucination, and it can create serious problems when transcripts are used without verification. In one [&hellip;]<\/p>\n","protected":false},"author":5,"featured_media":775,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[4],"tags":[],"class_list":["post-774","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-education"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.0 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Can Whisper Hallucinate Transcriptions? Why AI Transcription Makes Things Up - Moving AI Forward<\/title>\n<meta name=\"description\" content=\"Can Whisper hallucinate transcriptions? 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Learn why AI transcription generates false text, common causes, hallucination risks, and ways to improve transcript accuracy.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/sonix.ai\/ai\/zh\/\u53ef\u4ee5\u4f4e\u8bed\u3001\u4ea7\u751f\u5e7b\u89c9\u3001\u8fdb\u884c\u8f6c\u5f55\/\" \/>\n<meta property=\"og:site_name\" content=\"Moving AI Forward\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/trysonix\/\" \/>\n<meta property=\"article:published_time\" content=\"2026-07-20T17:58:16+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/sonix.ai\/ai\/wp-content\/uploads\/2026\/07\/Can-Whisper-Hallucinate-Transcriptions-scaled.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"2560\" \/>\n\t<meta property=\"og:image:height\" content=\"1707\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"LoudSpeaker Marketing\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@trysonix\" \/>\n<meta name=\"twitter:site\" content=\"@trysonix\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"LoudSpeaker Marketing\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"12 \u5206\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/sonix.ai\\\/ai\\\/can-whisper-hallucinate-transcriptions\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/sonix.ai\\\/ai\\\/can-whisper-hallucinate-transcriptions\\\/\"},\"author\":{\"name\":\"LoudSpeaker Marketing\",\"@id\":\"https:\\\/\\\/sonixai.wpenginepowered.com\\\/#\\\/schema\\\/person\\\/7694f6cd4414de316100e635c8a842ab\"},\"headline\":\"Can Whisper Hallucinate Transcriptions? 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