{"id":1004,"date":"2026-01-08T10:32:27","date_gmt":"2026-01-08T02:32:27","guid":{"rendered":"https:\/\/avavox.com\/resources\/?p=1004"},"modified":"2026-01-08T10:32:27","modified_gmt":"2026-01-08T02:32:27","slug":"%e5%af%b9%e8%af%9d%e5%bc%8f%e5%a4%96%e5%91%bc%e6%9c%ba%e5%99%a8%e4%ba%ba%e6%80%8e%e4%b9%88%e9%80%89%ef%bc%9f%e4%bb%8e%e8%83%bd%e6%8b%a8%e5%8f%b7%e5%88%b0%e4%bc%9a%e8%81%8a","status":"publish","type":"post","link":"https:\/\/avavox.com\/resources\/1004\/","title":{"rendered":"\u5bf9\u8bdd\u5f0f\u5916\u547c\u673a\u5668\u4eba\u600e\u4e48\u9009\uff1f\u4ece\u201c\u80fd\u62e8\u53f7\u201d\u5230\u201c\u4f1a\u804a\u5929\u201d\u7684\u5916\u547c\u673a\u5668\u4eba\uff0c\u4f01\u4e1a\u8be5\u600e\u4e48\u9009\uff1f"},"content":{"rendered":"\n<p class=\"has-medium-font-size\"><strong>\u4e00\u3001\u5341\u5e74\u80fd\u529b\u5730\u56fe\uff1a\u4e00\u6761\u7535\u8bdd\u7ebf\u4e32\u8d77\u7684\u8fdb\u5316\u53f2<\/strong><\/p>\n\n\n\n<p>1.0 \u673a\u68b0\u64ad\u62a5\uff082013-2016\uff09<br>\u5173\u952e\u8bcd\uff1aTTS\u3001\u6a21\u677f\u3001\u56fa\u5b9a\u8bed\u97f3<br>\u5178\u578b\u573a\u666f\uff1a\u4fe1\u7528\u5361\u8fd8\u6b3e\u63d0\u9192<br>\u75db\u70b9\uff1a\u6302\u65ad\u7387 70%+\uff0c\u6295\u8bc9\u7387\u9ad8\u5c45\u4e0d\u4e0b<\/p>\n\n\n\n<p>2.0 \u5173\u952e\u8bcd\u89e6\u53d1\uff082017-2019\uff09<\/p>\n\n\n\n<p>\u5173\u952e\u8bcd\uff1aASR\u3001\u6b63\u5219\u8868\u8fbe\u5f0f\u3001\u8282\u70b9\u6811<br>\u5178\u578b\u573a\u666f\uff1a\u7535\u5546\u7269\u6d41\u786e\u8ba4<br>\u75db\u70b9\uff1a\u7528\u6237\u4e00\u8bf4\u201c\u6211\u4e0d\u662f\u672c\u4eba\u201d\uff0c\u673a\u5668\u4eba\u539f\u5730\u5b95\u673a<\/p>\n\n\n\n<p>3.0 \u610f\u56fe\u6a21\u578b\uff082020-2022\uff09<\/p>\n\n\n\n<p>\u5173\u952e\u8bcd\uff1aNLP\u3001BERT\u3001\u610f\u56fe\u69fd\u4f4d<br>\u5178\u578b\u573a\u666f\uff1a\u4fdd\u9669\u7eed\u4fdd\u53ec\u56de<br>\u75db\u70b9\uff1a\u9700\u8981 2000 \u6761\u8bed\u6599\u624d\u80fd\u8bad\u4e00\u4e2a\u610f\u56fe\uff0c\u51b7\u542f\u52a8\u4e24\u4e2a\u6708<\/p>\n\n\n\n<p>4.0 \u5927\u6a21\u578b\u5bf9\u8bdd\uff082023-now\uff09<\/p>\n\n\n\n<p>\u5173\u952e\u8bcd\uff1aLLM\u3001few-shot\u3001\u52a8\u6001\u77e5\u8bc6<br>\u5178\u578b\u573a\u666f\uff1aSaaS \u7eed\u7ea6\u3001\u533b\u7597\u968f\u8bbf\u3001\u653f\u52a1\u53cd\u8bc8<br>\u6838\u5fc3\u53d8\u5316\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u914d\u7f6e\u91cf\uff1a\u4ece 2000 \u53e5\u964d\u5230 50 \u53e5\u793a\u4f8b<\/li>\n\n\n\n<li>\u5bf9\u8bdd\u8f6e\u6b21\uff1a\u5e73\u5747 5.7 \u8f6e\u219212 \u8f6e<\/li>\n\n\n\n<li>\u6302\u65ad\u7387\uff1a48%\u219223%\uff08avavox 2024Q2 \u62a5\u544a\uff0c\u6837\u672c 3100 \u4e07\u901a\uff09<\/li>\n<\/ul>\n\n\n\n<p class=\"has-medium-font-size\"><strong>\u4e8c\u3001\u5927\u6a21\u578b\u5230\u5e95\u6539\u4e86\u54ea\u4e09\u884c\u4ee3\u7801\uff1f<\/strong><\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u63d0\u793a\u8bcd\u5373\u6d41\u7a0b<br>\u628a\u201c\u8282\u70b9\u6811\u201d\u6362\u6210\u201c\u63d0\u793a\u8bcd\u201d\uff0c\u7528\u81ea\u7136\u8bed\u8a00\u5199\u5267\u672c\uff1a<br>\u201c\u4f60\u662f\u00d7\u00d7\u94f6\u884c\u5ba2\u670d\uff0c\u7528\u6237\u82e5\u95ee\u2018\u5229\u7387\u2019\uff0c\u5148\u786e\u8ba4\u5b58\u6b3e\u7c7b\u578b\uff0c\u518d\u7ed9\u51fa\u5b98\u65b9\u5229\u7387\uff0c\u7981\u6b62\u627f\u8bfa\u989d\u5916\u6536\u76ca\u3002\u201d<br>\u4e0a\u7ebf\u65f6\u95f4\u4ece 3 \u5468\u7f29\u5230 3 \u5c0f\u65f6\u3002<\/li>\n\n\n\n<li>\u52a8\u6001\u77e5\u8bc6\u6302\u8f7d<br>\u4ee5\u524d\u6bcf\u6539\u4e00\u6b21\u6d3b\u52a8\u8bdd\u672f\uff0c\u8981\u91cd\u542f\u8bad\u7ec3\u3002\u73b0\u5728\u628a\u6700\u65b0 PDF \u6254\u8fdb\u5411\u91cf\u5e93\uff0c\u673a\u5668\u4eba\u5b9e\u65f6\u68c0\u7d22\uff0c\u6b21\u6668\u5373\u53ef\u5916\u547c\u3002<\/li>\n\n\n\n<li>\u60c5\u7eea\u515c\u5e95\u7b56\u7565<br>\u5927\u6a21\u578b\u81ea\u5e26\u201c\u60c5\u7eea\u8bc6\u522b\u201d\u63a5\u53e3\uff0c\u68c0\u6d4b\u5230\u7528\u6237\u58f0\u7ebf\u5347\u9ad8 20% \u4e14\u51fa\u73b0\u201c\u6295\u8bc9\u201d\u5173\u952e\u8bcd\uff0c\u81ea\u52a8\u5207\u4eba\u5de5\uff0c\u5e76\u751f\u6210 120 \u5b57\u6458\u8981\uff0c\u5ba2\u670d\u70b9\u5f00\u5373\u53ef\u63a5\u8bdd\u3002<\/li>\n<\/ol>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"683\" src=\"https:\/\/avavox.com\/resources\/wp-content\/uploads\/2026\/01\/\u5927\u6a21\u578b\u9a71\u52a8\u5916\u547c-1024x683.png\" alt=\"\u5927\u6a21\u578b\u5916\u547c\u673a\u5668\u4eba\" class=\"wp-image-995\" style=\"width:651px;height:auto\" srcset=\"https:\/\/avavox.com\/resources\/wp-content\/uploads\/2026\/01\/\u5927\u6a21\u578b\u9a71\u52a8\u5916\u547c-1024x683.png 1024w, https:\/\/avavox.com\/resources\/wp-content\/uploads\/2026\/01\/\u5927\u6a21\u578b\u9a71\u52a8\u5916\u547c-300x200.png 300w, https:\/\/avavox.com\/resources\/wp-content\/uploads\/2026\/01\/\u5927\u6a21\u578b\u9a71\u52a8\u5916\u547c-768x512.png 768w, https:\/\/avavox.com\/resources\/wp-content\/uploads\/2026\/01\/\u5927\u6a21\u578b\u9a71\u52a8\u5916\u547c-1536x1024.png 1536w, https:\/\/avavox.com\/resources\/wp-content\/uploads\/2026\/01\/\u5927\u6a21\u578b\u9a71\u52a8\u5916\u547c.png 1800w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\">\u5927\u6a21\u578b\u5916\u547c\u673a\u5668\u4eba<\/figcaption><\/figure><\/div>\n\n\n<p class=\"has-medium-font-size\"><strong>\u4e09\u3001\u4f01\u4e1a\u9009\u578b\u4e03\u6b65\u6cd5\uff08\u9644\u907f\u5751\u6e05\u5355\uff09<\/strong><\/p>\n\n\n\n<p>Step1 \u660e\u786e\u4e1a\u52a1\u7c7b\u578b<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u901a\u77e5\u7c7b\uff1a\u7269\u6d41\u3001\u8fd8\u6b3e\u2014\u2014\u5bf9 NLU \u8981\u6c42\u4f4e\uff0c\u9009 2.0 \u65b9\u6848\u5373\u53ef<\/li>\n\n\n\n<li>\u8425\u9500\u7c7b\uff1a\u7eed\u8d39\u3001\u589e\u8d2d\u2014\u2014\u9700\u8981\u591a\u8f6e\u5bf9\u8bdd\uff0c\u5fc5\u987b 4.0<\/li>\n<\/ul>\n\n\n\n<p>Step2 \u770b\u201c\u53ec\u56de\u7387\u201d\u800c\u975e\u201c\u51c6\u786e\u7387\u201d<\/p>\n\n\n\n<p>\u5382\u5546\u5e38\u62a5\u201c\u610f\u56fe\u8bc6\u522b\u51c6\u786e\u7387 98%\u201d\uff0c\u4f46\u201c\u53ec\u56de\u7387\u201d\u624d\u662f\u80fd\u5426\u628a\u7528\u6237\u771f\u5b9e\u610f\u56fe\u635e\u56de\u6765\u7684\u5173\u952e\u3002\u8ba9\u9500\u552e\u73b0\u573a\u8dd1 100 \u901a\u771f\u5b9e\u5f55\u97f3\uff0c\u7edf\u8ba1\u6f0f\u6293\u6bd4\u4f8b\uff0c\u9ad8\u4e8e 8% \u76f4\u63a5\u6dd8\u6c70\u3002<\/p>\n\n\n\n<p>Step3 \u6d4b\u201c\u51b7\u542f\u52a8\u201d\u901f\u5ea6<\/p>\n\n\n\n<p>\u7ed9\u5382\u5546 50 \u53e5\u672a\u51fa\u73b0\u7684\u4e1a\u52a1\u8bed\u6599\uff0c\u8981\u6c42\u7b2c\u4e8c\u5929\u51fa demo\u3002\u505a\u4e0d\u51fa\u5c31\u662f\u4f2a\u5927\u6a21\u578b\u3002<\/p>\n\n\n\n<p>Step4 \u67e5\u201c\u5411\u91cf\u5e93\u66f4\u65b0\u201d\u6743\u9650<\/p>\n\n\n\n<p>\u80fd\u5426\u628a\u81ea\u5bb6\u77e5\u8bc6\u5e93 PDF\u3001Excel \u76f4\u63a5\u62d6\u8fdb\u53bb\uff1f\u662f\u5426\u9700\u8981\u989d\u5916\u4ed8\u8d39\uff1f\u90e8\u5206\u5382\u5546\u6309\u201c\u5343\u6761\u5411\u91cf\u201d\u6536\u8d39\uff0c\u540e\u671f\u6210\u672c\u7ffb\u500d\u3002<\/p>\n\n\n\n<p>Step5 \u95ee\u201c\u60c5\u7eea\u515c\u5e95\u201d\u9608\u503c\u53ef\u8c03\u5417\uff1f<\/p>\n\n\n\n<p>\u9ed8\u8ba4 0.8 \u60c5\u7eea\u503c\u5207\u4eba\u5de5\uff0c\u5728\u50ac\u6536\u573a\u666f\u592a\u654f\u611f\uff0c\u5bfc\u81f4\u4eba\u5de5\u6210\u672c\u53cd\u589e\u3002\u5fc5\u987b\u8ba9\u8fd0\u8425\u540e\u53f0\u80fd\u81ea\u884c\u8c03\u8282\u3002<\/p>\n\n\n\n<p>Step6 \u770b\u201c\u5e76\u53d1\u8d26\u5355\u201d<\/p>\n\n\n\n<p>\u5927\u6a21\u578b\u6309 token \u8ba1\u8d39\uff0c\u5916\u547c\u5e76\u53d1\u8d8a\u9ad8\uff0c\u8d26\u5355\u8d8a\u4e0d\u53ef\u63a7\u3002\u9009\u201c\u5c01\u9876\u5957\u9910\u201d\u6216\u201c\u5e76\u53d1\u5305\u6708\u201d\uff0c\u907f\u514d\u6708\u5e95\u7ed3\u7b97\u65f6\u201c\u60ca\u5413\u201d\u3002<\/p>\n\n\n\n<p>Step7 \u7559\u201c\u9000\u51fa\u901a\u9053\u201d<\/p>\n\n\n\n<p>\u5408\u540c\u91cc\u5199\u660e\uff1a\u8bad\u7ec3\u6570\u636e\u53ef\u5bfc\u51fa\u3001\u6a21\u578b\u53ef\u672c\u5730\u90e8\u7f72\u30013 \u4e2a\u6708\u4e0d\u6ee1\u610f\u53ef\u9000\u672a\u7528\u5e76\u53d1\u3002\u9632\u6b62\u88ab\u4e00\u5bb6\u7ed1\u5b9a\uff0c\u7b2c\u4e8c\u5e74\u6da8\u4ef7 50%\u3002<\/p>\n\n\n\n<p class=\"has-medium-font-size\"><strong>\u56db\u3001\u907f\u5751 7 \u8fde\u51fb\uff0c\u53e5\u53e5\u90fd\u662f\u5b66\u8d39<\/strong><\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u4f2a\u5927\u6a21\u578b\uff1a\u5e95\u5c42\u8fd8\u662f 3.0 \u610f\u56fe\u6811\uff0c\u53ea\u5728\u5f00\u573a\u767d\u5957\u4e00\u6bb5 GPT \u751f\u6210\u7684\u8bdd\u672f\uff0c\u7528\u6237\u4e00\u65e6\u8131\u79bb\u4e3b\u6d41\u7a0b\u5c31\u9732\u9985\u3002<\/li>\n\n\n\n<li>\u6570\u636e\u6258\u7ba1\u9677\u9631\uff1a\u8bf4\u201c\u514d\u8d39\u8bad\u7ec3\u201d\uff0c\u5374\u628a\u5f55\u97f3\u7559\u5728\u4eba\u5bb6\u4e91\u7aef\uff0c\u7b2c\u4e8c\u5e74\u505a\u7ade\u54c1\u5206\u6790\uff0c\u4f60\u7684\u5ba2\u6237\u753b\u50cf\u6210\u4e86\u522b\u4eba\u7684\u9500\u552e\u7ebf\u7d22\u3002<\/li>\n\n\n\n<li>\u5e76\u53d1\u201c\u865a\u6807\u201d\uff1a\u53f7\u79f0 1000 \u5e76\u53d1\uff0c\u5b9e\u9645\u628a\u201c\u7a7a\u53f7\u3001\u5173\u673a\u201d\u4e5f\u7b97\u8fdb\u5e76\u53d1\u6c60\uff0c\u771f\u5b9e\u53ef\u7528\u4ec5 300\uff0c\u9ad8\u5cf0\u65f6\u6bb5\u6392\u961f 40 \u5206\u949f\u3002<\/li>\n\n\n\n<li>\u9690\u5f62 token \u8d39\uff1a\u8bed\u97f3\u8f6c\u6587\u672c\u5148\u8fc7\u4e00\u904d ASR\uff0c\u518d\u8fdb\u5927\u6a21\u578b\uff0c\u53cc\u91cd\u8ba1\u8d39\uff0c\u5355\u901a\u6210\u672c 0.28 \u5143\u21920.57 \u5143\u3002<\/li>\n\n\n\n<li>\u8d28\u68c0\u53cc\u6807\uff1a\u5382\u5546\u7528\u201c\u901a\u7528\u654f\u611f\u8bcd\u5e93\u201d\u7ed9\u4f60\u505a\u8d28\u68c0\uff0c\u7ed3\u679c\u4f60\u7684\u533b\u7597\u5ba2\u6237\u8bf4\u201c\u4e73\u817a\u764c\u201d\u88ab\u8bef\u5224\u8fdd\u89c4\uff0c\u5f55\u97f3\u5168\u7ebf\u4e0b\u67b6\u3002<\/li>\n\n\n\n<li>\u4eba\u5de5\u5ea7\u5e2d\u5957\u5229\uff1a\u673a\u5668\u4eba\u6545\u610f\u628a\u9ad8\u610f\u5411\u5ba2\u6237\u6807\u8bb0\u4e3a\u201c\u60c5\u7eea\u5f02\u5e38\u201d\uff0c\u8f6c\u7ed9\u6307\u5b9a\u5916\u5305\u4eba\u5de5\uff0c\u6309\u4eba\u5934\u518d\u6536\u4e00\u6b21\u8d39\u3002<\/li>\n\n\n\n<li>\u5408\u540c\u201c\u81ea\u52a8\u7eed\u7b7e\u201d\uff1a\u5c0f\u5b57\u5199\u660e\u201c\u5230\u671f\u672a\u4e66\u9762\u63d0\u51fa\u5373\u81ea\u52a8\u7eed\u4e00\u5e74\u201d\uff0c\u7b2c\u4e8c\u5e74\u4ef7\u683c\u4e0a\u6d6e 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