{"id":33440,"date":"2019-01-23T00:18:55","date_gmt":"2019-01-22T16:18:55","guid":{"rendered":"https:\/\/case.ntu.edu.tw\/blog\/?p=33440"},"modified":"2019-01-31T09:32:35","modified_gmt":"2019-01-31T01:32:35","slug":"%e3%80%90%e6%8e%a2%e7%b4%a220-6%e3%80%91%e4%ba%ba%e5%b7%a5%e6%99%ba%e6%85%a7%e8%88%87%e9%9f%b3%e6%a8%82%e7%a7%91%e6%8a%80%ef%bc%9a%e5%88%86%e6%9e%90%e3%80%81%e7%90%86%e8%a7%a3%e3%80%81%e8%88%87","status":"publish","type":"post","link":"https:\/\/case.ntu.edu.tw\/blog\/?p=33440","title":{"rendered":"\u3010AI\u5609\u5e74\u83ef\u3011\u4eba\u5de5\u667a\u6167\u8207\u97f3\u6a02\u79d1\u6280\uff1a\u5206\u6790\u3001\u7406\u89e3\u3001\u8207\u5275\u4f5c"},"content":{"rendered":"<p><span style=\"color: #333399;\"><strong>\u25a0\u5f9e\u97f3\u6a02\u6aa2\u7d22\u5230\u97f3\u6a02\u751f\u6210\uff0c\u4eba\u5de5\u667a\u6167\u7684\u89d2\u8272\u7531\u88ab\u52d5\u5316\u70ba\u4e3b\u52d5\uff0c\u7acb\u8db3\u65bc\u5c0d\u97f3\u6a02\u898f\u5247\u7684\u7406\u89e3\uff0c\u6301\u7e8c\u71c3\u71d2\u4f5c\u66f2\u9b42\u3002<\/strong><\/span><\/p>\n<p><strong>\u8b1b\u5e2b\uff5c\u4e2d\u7814\u9662\u8cc7\u8a0a\u79d1\u6280\u5275\u65b0\u7814\u7a76\u4e2d\u5fc3\u526f\u7814\u7a76\u54e1 \u694a\u5955\u8ed2<\/strong><br \/>\n<strong>\u5f59\u6574\u64b0\u6587\uff5c\u5433\u5955\u8431<\/strong><\/p>\n<figure id=\"attachment_33455\" aria-describedby=\"caption-attachment-33455\" style=\"width: 800px\" class=\"wp-caption aligncenter\"><img fetchpriority=\"high\" decoding=\"async\" class=\"size-large wp-image-33455\" src=\"http:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2018\/12\/fig0-1024x555.png\" alt=\"\" width=\"800\" height=\"434\" data-wp-pid=\"33455\" srcset=\"https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2018\/12\/fig0-1024x555.png 1024w, https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2018\/12\/fig0-300x163.png 300w, https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2018\/12\/fig0-768x416.png 768w, https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2018\/12\/fig0-800x434.png 800w, https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2018\/12\/fig0-600x325.png 600w, https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2018\/12\/fig0.png 1109w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/><figcaption id=\"caption-attachment-33455\" class=\"wp-caption-text\">\u4eba\u5de5\u667a\u6167\u65bc\u97f3\u6a02\u79d1\u6280\u626e\u6f14\u4e4b\u89d2\u8272\uff08\u5716\u7247\u4f86\u6e90\uff1a\u694a\u5955\u8ed2\uff09<\/figcaption><\/figure>\n<p>\u4eba\u5de5\u667a\u6167\u773c\u4e2d\u7684\u97f3\u6a02\u4e16\u754c\u5448\u73fe\u4ec0\u9ebc\u6a23\u8c8c\uff1f\u6f14\u8b1b\u4e2d\uff0c\u694a\u5955\u8ed2\u8001\u5e2b\u5411\u6211\u5011\u4ecb\u7d39<a href=\"http:\/\/musicai.citi.sinica.edu.tw\/\">Music AI Lab<\/a>\u76ee\u524d\u7684\u56db\u5927\u7814\u7a76\u4e3b\u984c\uff0c\u5e36\u9818\u6211\u5011\u8a8d\u8b58\u97f3\u6a02\u79d1\u6280\u7684\u4e0d\u540c\u9762\u5411\u4ee5\u53caAI\u626e\u6f14\u4e4b\u89d2\u8272\uff1a<\/p>\n<p>(1)AI Listener\uff1a\u97f3\u6a02\u8cde\u6790<\/p>\n<p style=\"padding-left: 30px;\">\u5c6c\u65bc\u97f3\u6a02\u8cc7\u8a0a\u6aa2\u7d22\u7684\u7bc4\u7587\u3002AI\u8046\u807d\u6a02\u66f2\u6642\uff0c\u5177\u5099\u300c\u7406\u89e3\u97f3\u6a02\u300d\u7684\u80fd\u529b\uff0c\u80fd\u6a19\u8a18\u8cc7\u6599\u5eab\u4e2d\u6a02\u66f2\u7684\u60c5\u7dd2\u8207\u66f2\u98a8\u5c6c\u6027\uff0c\u8b93\u4f7f\u7528\u8005\u66f4\u6709\u6548\u7387\u627e\u5230\u4ed6\u5011\u60f3\u807d\u7684\u97f3\u6a02\u3002\u6b64\u5916\uff0cAI\u4e5f\u80fd\u5f9e\u97f3\u6a02\u4e2d\u8fa8\u8b58\u51fa\u5f26\u5f8b\u3001\u6a02\u5668\u3001\u97f3\u8abf\uff0c\u5c07\u8072\u97f3\u8f49\u63db\u70ba\u6a02\u8b5c\u7684\u5f62\u5f0f\u3002<\/p>\n<p>(2)AI Composer\uff1a\u97f3\u6a02\u5275\u4f5c<\/p>\n<p style=\"padding-left: 30px;\">\u9664\u4e86\u8b93AI\u81ea\u7531\u767c\u63ee\u5275\u610f\u4e4b\u5916\uff0c\u4e5f\u53ef\u8f38\u5165\u500b\u4eba\u7684\u300c\u9748\u611f\u300d\uff08\u4f8b\u5982\uff1a\u6d17\u6fa1\u6642\u54fc\u51fa\u7684\u4e00\u6bb5\u5f26\u5f8b\u3001\u559c\u6b61\u7684\u548c\u5f26\uff09\u4f5c\u70ba\u689d\u4ef6\uff0cAI\u5c07\u6839\u64da\u7d66\u5b9a\u7684\u689d\u4ef6\u7522\u751f\u97f3\u6a02\uff0c\u4ee5\u6a02\u8b5c\u5f62\u5f0f\u5448\u73fe\u3002<\/p>\n<p>(3)AI Performer\uff1a\u97f3\u6a02\u6f14\u594f<\/p>\n<p style=\"padding-left: 30px;\">AI\u8b80\u8457\u6a02\u8b5c\uff0c\u4ee5\u7279\u5b9a\u7684\u8868\u6f14\u98a8\u683c\u6f14\u594f\u8b5c\u4e0a\u7684\u6a02\u5668\uff0c\u5c55\u73fe\u5176\u5c0d\u97f3\u6a02\u7684\u8a6e\u91cb\u3002<\/p>\n<p>(4)AI DJ\uff1a\u97f3\u6a02\u518d\u9020<\/p>\n<p style=\"padding-left: 30px;\">AI\u5982\u540cDJ\uff08Disc Jockeys\uff09\uff0c\u91cd\u65b0\u6df7\u5408\u65e2\u6709\u7684\u97f3\u6a02\uff0c\u85c9\u7531\u5305\u88dd\u8207\u6539\u7de8\u8ce6\u4e88\u6a02\u66f2\u65b0\u7684\u50f9\u503c\u3002<\/p>\n<p><span style=\"color: #008080;\"><strong>\u25cf\u62bd\u7d72\u525d\u7e6d\u2500\u2500\u63a2\u8a0e\u97f3\u6a02\u7d44\u6210\u6210\u5206<\/strong><\/span><\/p>\n<p>AI\u5c0d\u97f3\u6a02\u7684\u7406\u89e3\uff08AI Listener\uff09\uff0c\u5305\u542b\u66f2\u98a8\u5206\u985e\u3001\u97f3\u6a02\u8f49\u8b5c\uff08audio to music score\uff09\u3001\u8072\u6e90\u5206\u96e2\uff08source separation\uff09\u7b49\u3002\u6f14\u8b1b\u4e2d\u694a\u8001\u5e2b\u4ee5\u8072\u6e90\u5206\u96e2\u9032\u884c\u5c55\u793a\uff0c\u4ea6\u5373\u5c07\u4e00\u9996\u6b4c\u4e2d\u7684\u4eba\u8072\u8207\u5176\u4ed6\u97f3\u6a02\uff08\u4f8b\u5982\uff1a\u9f13\u8072\u3001bass\uff09\u5206\u6210\u7368\u7acb\u7684\u97f3\u8ecc\u3002\u5f9e <a href=\"http:\/\/ss.ciaua.com\/\">[Demo]<\/a> \u6b4c\u66f2\u6e05\u55ae\u4e2d\u9078\u64c7\u4e00\u9996\u6b4c\u66f2\uff0c\u4ee5\u6ed1\u9f20\u53f3\u9375\u95dc\u9589\uff0f\u958b\u555f\u4efb\u4e00\u689d\u97f3\u8ecc\uff0c\u53ef\u89c0\u5bdf\u97f3\u8a0a\u5206\u96e2\u8edf\u9ad4\u5728\u82f1\u6587\u3001\u4e2d\u6587\u3001\u53f0\u8a9e\u3001\u65e5\u6587\u6b4c\u4e0a\uff0c\u7686\u6709\u4e0d\u932f\u7684\u8868\u73fe\u3002<\/p>\n<p>\u6709\u4e86\u7368\u7acb\u7684\u97f3\u8ecc\uff0c\u6211\u5011\u80fd\u9032\u4e00\u6b65\u62fc\u6e4a\u4e0d\u540c\u9996\u6b4c\u66f2\uff0c\u4ee5A\u66f2\u7684\u4eba\u8072\u642d\u914dB\u66f2\u7684\u80cc\u666f\u6a02\uff0c\u4e5f\u53ef\u4ee5\u5c07\u6416\u6efe\u6a02\u5718\u4e2d\u4e0d\u540c\u6a02\u624b\u7684\u8072\u97f3\u5206\u96e2\uff0c\u627e\u51fa\u6bcf\u500b\u4eba\u7684\u7279\u8272\u3002\u559c\u6b61\u5531\u5361\u62c9OK\u7684\u4eba\uff0c\u66f4\u80fd\u65b9\u4fbf\u5730\u7522\u751f\u4f34\u5531\u5e36\u3002<\/p>\n<p><span style=\"color: #008080;\"><strong>\u25cf\u97f3\u6a02\u751f\u6210\u2500\u2500\u5275\u4f5c\u300c\u597d\u807d\u300d\u7684\u97f3\u6a02<\/strong><\/span><\/p>\n<p>\u6df1\u5ea6\u5b78\u7fd2\u6280\u8853\u7684\u9032\u6b65\uff0c\u8b93\u5275\u4f5c\u300c\u597d\u807d\u300d\u7684\u97f3\u6a02\u6210\u70ba\u53ef\u80fd\u7684\u4efb\u52d9\u3002\u5f9e<a href=\"https:\/\/www.ibm.com\/case-studies\/ibm-watson-beat\">IBM Watson Beats<\/a>\u3001Google Magenta\uff0c\u5230<a href=\"http:\/\/www.xinhuanet.com\/ent\/2018-09\/26\/c_1123483524.htm\">\u963f\u91cc\u97f3\u6a02<\/a>\u3001<a href=\"https:\/\/ailabs.tw\/aipianist_yating\/\">AI Lab\u92fc\u7434\u5e2b\u96c5\u5a77<\/a>\uff0c\u97f3\u6a02\u751f\u6210\u7121\u7591\u662f\u5404\u5bb6\u722d\u8c54\u7684\u821e\u53f0\u3002<\/p>\n<p>\u76ee\u524d\u97f3\u6a02\u751f\u6210\u4e3b\u8981\u6709\u5169\u7a2e\u61c9\u7528\u60c5\u666f\uff1a\u4f5c\u66f2\u8f14\u52a9\u8207\u914d\u6a02\u5275\u4f5c\u3002\u4f5c\u66f2\u8f14\u52a9\u662fAI\u85c9\u7531\u5c0d\u6a02\u7406\u898f\u5247\u7684\u7406\u89e3\uff0c\u5354\u52a9\u4f5c\u66f2\u5bb6\u8655\u7406\u91cd\u8907\u6027\u7684\u5de5\u4f5c\uff0c\u5c31\u50cf\u756b\u52d5\u756b\u6642\u81ea\u52d5\u88dc\u6eff\u5169\u500b\u5716\u5f62\u4e2d\u9593\u8f49\u63db\u7684\u5f71\u683c\uff0c\u63d0\u5347\u4f5c\u54c1\u7d30\u7dfb\u5ea6\u3002\u800c\u751f\u6210\u914d\u6a02\u7684\u597d\u8655\uff0c\u5247\u662f\u5229\u7528\u8f03\u4f4e\u7684\u6210\u672c\uff0c\u70ba\u5ee3\u544a\u6216\u96fb\u5f71\u7522\u751f\u6c92\u6709\u7248\u6b0a\u554f\u984c\u7684\u97f3\u6a02\u3002\u5728\u6b64\u60c5\u666f\u4e0b\uff0cAI\u8457\u91cd\u7684\u662f\u6709\u689d\u4ef6\uff08conditioned\uff09\u7684\u751f\u6210\uff0c\u4f8b\u5982\uff1a\u7d66\u5b9a\u4e3b\u65cb\u5f8b\u3001\u66f2\u98a8\u6216\u60c5\u611f\u6a19\u7c64\u3001\u6b4c\u8a5e\u3001\u5f71\u7247\u2026\u2026\u7b49\uff0c\u7522\u751f\u7b26\u5408\u9700\u6c42\u7684\u6a02\u66f2\u3002<\/p>\n<p>\u694a\u8001\u5e2b\u5c55\u793a\u4e86lead sheet\u8b5c\u751f\u6210\u8207\u6df7\u5408\uff08Lead Sheet Generation and Interpolation\uff09<a href=\"https:\/\/vibertthio.com\/leadsheet-vae-client\">[Demo]<\/a> \u4e4b\u7814\u7a76\u6210\u679c\u3002\u9019\u662f\u500b\u4e92\u52d5\u5f0f\u751f\u6210\u7684\u7bc4\u4f8b\uff0c\u300c\u751f\u6210\u300d\u6839\u64da\u73fe\u6709\u7684\u6b4c\u66f2\u9032\u884c\u6539\u7de8\uff0c\u7522\u751f\u5177\u6709\u4e0d\u540c\u548c\u5f26\u7684\u8b8a\u594f\u7248\u672c\u3002\u300c\u6df7\u5408\u300d\u7d50\u5408\u4e86\u5169\u9996\u6b4c\u66f2\uff0c\u8b93\u6539\u7de8\u7684\u6b4c\u66f2\u5f9e\u5176\u4e2d\u4e00\u9996\u51fa\u767c\uff0c\u9010\u6f38\u504f\u5411\u53e6\u4e00\u9996\u7684\u66f2\u98a8\u6216\u985e\u578b\uff0c\u91cd\u9ede\u5728\u65bc\u7406\u89e3\u5169\u9996\u6b4c\u66f2\u7684\u66f2\u8abf\uff0c\u6f38\u9032\u5f0f\u8b8a\u5316\uff0c\u800c\u4e0d\u662f\u5c07\u5169\u9996\u7684\u97f3\u8a0a\u76f4\u63a5\u52a0\u8d77\u4f86\u9664\u4ee5\u4e8c\u3002<\/p>\n<p>\u591a\u97f3\u8ecc\u751f\u6210\uff08Multi-track Generation\uff09 <a href=\"https:\/\/salu133445.github.io\/musegan\">[Demo]<\/a> \u7684\u7279\u8272\u5247\u662f\u5177\u5099\u7d71\u5408\u591a\u500b\u8072\u9053\u7684\u80fd\u529b\uff0c\u53ef\u7522\u751f\u5305\u542b\u4e94\u7a2e\u6a02\u5668\u548c\u5f26\u7684\u97f3\u6a02\u3002<\/p>\n<p><span style=\"color: #008080;\"><strong>\u25cfAI <\/strong><strong>\u97f3\u6a02\u8def\u4e4b\u6311\u6230\u8207\u5951\u6a5f<\/strong><\/span><\/p>\n<p>\u90a3\u9ebc\u5982\u4f55\u8a55\u4f30AI\u5275\u4f5c\u51fa\u4f86\u7684\u97f3\u6a02\u300c\u597d\u4e0d\u597d\u300d\u5462\uff1f\u6291\u6216\u662f\u600e\u9ebc\u6a23\u624d\u662f\u300c\u597d\u300d\u7684\u97f3\u6a02\uff1f\u73fe\u968e\u6bb5\u63a1\u7528\u7684\u662f\u300c\u611f\u89ba\u6307\u6a19\u300d\uff0c\u5305\u62ec\u5f26\u5f8b\u548c\u5f26\u3001\u6a02\u66f2\u884c\u9032\u611f\u3001\u9a5a\u559c\u8207\u5275\u65b0\u611f\u7b49\u5b9a\u6027\u5206\u6790\uff0c\u8f14\u4ee5\u91cf\u5316\u7684\u548c\u5f26\u8b8a\u5316\u7a0b\u5ea6\u3001\u548c\u5f26\u662f\u5426\u4f7f\u7528\u5f26\u5f8b\u4e2d\u7684\u97f3\u7b26\u2026\u2026\u7b49\uff0c\u4f5c\u70ba\u53c3\u8003\u6a19\u6e96\u3002<\/p>\n<p>AI\u8207\u97f3\u6a02\u7522\u696d\uff0c\u7a76\u7adf\u5448\u73fe\u4f55\u7a2e\u4e92\u52d5\u95dc\u4fc2\uff1f\u4ee5\u79d1\u6280\u7684\u89d2\u5ea6\u4f86\u770b\uff0cAI\u5de5\u5177\u8f14\u52a9\u4eba\u985e\u5275\u4f5c\uff0c\u53ef\u4ee5\u5354\u52a9\u8655\u7406\u6bd4\u8f03\u7e41\u7463\u7684\u4efb\u52d9\uff0c\u7531\u4eba\u985e\u9032\u884c\u8f03\u9700\u8981\u5275\u610f\u7684\u74b0\u7bc0\u3002\u6211\u5011\u9810\u671f\u672a\u4f86\u5e7e\u5e74\u76f8\u95dc\u9818\u57df\u7684\u7814\u7a76\u6703\u8457\u91cd\u900f\u904e\u300c\u4eba\u6a5f\u4e92\u52d5\u300d\u4f86\u5275\u4f5c\u97f3\u6a02\uff0c\u4eba\u8207AI\u7dca\u5bc6\u5408\u4f5c\uff0c\u800c\u975e\u7531AI\u6216\u4eba\u985e\u7368\u529b\u5b8c\u6210\u8b5c\u66f2\u3002\u985e\u4f3c\u7684\u6539\u8b8a\u53ef\u80fd\u9010\u6f38\u5f71\u97ff\u97f3\u6a02\u7522\u696d\u5275\u4f5c\u97f3\u6a02\u3001\u767c\u5e03\u97f3\u6a02\u3001\u4e43\u81f3\u57f9\u990a\u97f3\u6a02\u4eba\u7684\u65b9\u5f0f\u3002<\/p>\n<p>\u5f9e\u97f3\u6a02\u6aa2\u7d22\u5230\u751f\u6210\uff0cAI\u7684\u89d2\u8272\u7531\u88ab\u52d5\u5316\u70ba\u4e3b\u52d5\uff0c\u7acb\u8db3\u65bc\u5c0d\u97f3\u6a02\u898f\u5247\u7684\u7406\u89e3\uff0c\u671d\u8457\u7522\u751f\u65b0\u4f5c\u54c1\u7684\u65b9\u5411\u9081\u9032\u3002\u671f\u5f85AI\u80fd\u7de8\u51fa\u8907\u96dc\u5ea6\u3001\u5b8c\u6574\u5ea6\u6108\u4f86\u6108\u9ad8\u7684\u66f2\u5b50\uff0c\u966a\u4f34\u4eba\u985e\u63a2\u7d22\u66f4\u9ad8\u6df1\u7684\u97f3\u6a02\u6bbf\u5802\u3002<\/p>\n<p>&nbsp;<\/p>\n<p><strong>--<br \/>\n\u672c\u6587\u6574\u7406\u81ea\uff1a107\/12\/16\u7531\u694a\u5955\u8ed2\u8001\u5e2b\u5728\u81fa\u5927\u601d\u4eae\u9928\u570b\u969b\u6703\u8b70\u5ef3\u6240\u4e3b\u8b1b\u4e4b\u300c\u4eba\u5de5\u667a\u6167\u8207\u97f3\u6a02\u79d1\u6280\u300d\u6f14\u8b1b\u5167\u5bb9\u3002<\/strong><\/p>\n<p>&nbsp;<\/p>\n<p><a href=\"https:\/\/line.me\/R\/ti\/p\/%40fcx6182w\" target=\"_blank\" rel=\"noopener noreferrer\"><img decoding=\"async\" class=\"alignnone\" src=\"https:\/\/scdn.line-apps.com\/n\/line_add_friends\/btn\/zh-Hant.png\" alt=\"\u52a0\u5165\u597d\u53cb\" width=\"212\" height=\"36\" border=\"0\"><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u25a0\u5f9e\u97f3\u6a02\u6aa2\u7d22\u5230\u97f3\u6a02\u751f\u6210\uff0c\u4eba\u5de5\u667a\u6167\u7684\u89d2\u8272\u7531\u88ab\u52d5\u5316\u70ba\u4e3b\u52d5\uff0c\u7acb\u8db3\u65bc\u5c0d\u97f3\u6a02\u898f\u5247\u7684\u7406\u89e3\uff0c\u6301\u7e8c\u71c3\u71d2\u4f5c\u66f2\u9b42\u3002\u4eba\u5de5\u667a\u6167\u773c\u4e2d\u7684\u97f3\u6a02\u4e16\u754c\u5448\u73fe\u4ec0\u9ebc\u6a23\u8c8c\uff1f\u6f14\u8b1b\u4e2d\uff0c\u694a\u5955\u8ed2\u8001\u5e2b\u5411\u6211\u5011\u4ecb\u7d39Music AI Lab\u76ee\u524d\u7684\u56db\u5927\u7814\u7a76\u4e3b\u984c\uff0c\u5e36\u9818\u6211\u5011\u8a8d\u8b58\u97f3\u6a02\u79d1\u6280\u7684\u4e0d\u540c\u9762\u5411\u4ee5\u53caAI\u626e\u6f14\u4e4b\u89d2\u8272\u3002<\/p>\n","protected":false},"author":20,"featured_media":33456,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[3293,3992],"tags":[3006,4096,244,4097],"aioseo_notices":[],"jetpack_featured_media_url":"https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2018\/12\/20-6-8-pixabay.jpg","_links":{"self":[{"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/posts\/33440"}],"collection":[{"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/users\/20"}],"replies":[{"embeddable":true,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=33440"}],"version-history":[{"count":3,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/posts\/33440\/revisions"}],"predecessor-version":[{"id":33654,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/posts\/33440\/revisions\/33654"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/media\/33456"}],"wp:attachment":[{"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=33440"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=33440"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=33440"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}