{"id":22585,"date":"2024-10-14T12:36:06","date_gmt":"2024-10-14T04:36:06","guid":{"rendered":"https:\/\/aif.amtbbs.org\/?p=22585"},"modified":"2024-10-14T12:36:06","modified_gmt":"2024-10-14T04:36:06","slug":"ai%e4%bd%9c%e6%9b%b2%e7%bc%ba%e6%95%b0%e6%8d%ae%ef%bc%8c%e6%b5%99%e5%a4%a7gtsinger%e6%95%b0%e6%8d%ae%e9%9b%86%e4%b8%8a%e7%ba%bf%ef%bc%9a%e9%80%82%e9%85%8d%e6%89%80%e6%9c%89%e6%ad%8c%e5%a3%b0%e4%bb%bb","status":"publish","type":"post","link":"https:\/\/aif.amtbbs.org\/index.php\/2024\/10\/14\/22585\/","title":{"rendered":"AI\u4f5c\u66f2\u7f3a\u6570\u636e\uff0c\u6d59\u5927GTSinger\u6570\u636e\u96c6\u4e0a\u7ebf\uff1a\u9002\u914d\u6240\u6709\u6b4c\u58f0\u4efb\u52a1\u3001\u5e26\u6709\u771f\u5b9e\u4e50\u8c31"},"content":{"rendered":"<div><img data-dominant-color=\"104c8b\" data-has-transparency=\"false\" style=\"--dominant-color: #104c8b;\" loading=\"lazy\" decoding=\"async\" class=\"not-transparent alignnone size-full wp-image-22587\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/10\/a32b5712199667d5bad708c65195ed17c1fbb5-300x167-1.jpg\" width=\"300\" height=\"167\" alt=\"\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/10\/a32b5712199667d5bad708c65195ed17c1fbb5-300x167-1.jpg 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/10\/a32b5712199667d5bad708c65195ed17c1fbb5-300x167-1-150x84.jpg 150w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/div>\n<div><\/div>\n<div class=\"article-desc\">\u672c\u6587\u63d0\u51fa\u4e86 GTSinger\uff0c\u4e00\u4e2a\u5168\u7403\u5316\u3001\u591a\u6280\u5de7\u7684\u5927\u578b\u5f00\u6e90\u9ad8\u8d28\u91cf\u6b4c\u58f0\u6570\u636e\u96c6\uff0c\u5e26\u6709\u6280\u5de7\u5bf9\u7167\u7ec4\u3001\u771f\u5b9e\u4e50\u8c31\u3001\u914d\u5bf9\u6717\u8bfb\u6570\u636e\uff0c\u6db5\u76d6\u4e86\u76ee\u524d\u6240\u6709\u6b4c\u58f0\u4efb\u52a1\u7684\u9700\u6c42\uff0c\u5e76\u5728\u591a\u4e2a\u4efb\u52a1\u4e0a\u63d0\u4f9b\u4e86\u57fa\u51c6\u6d4b\u8bd5\u3002<\/div>\n<div id=\"postspictures\" class=\"article-content\">\n<div id=\"container\" class=\"container am-engine\" data-v-1d7a5742=\"\" data-element=\"root\">\n<p><strong>\u672c\u6587\u7684\u4f5c\u8005\u4e3b\u8981\u6765\u81ea\u4e8e\u6d59\u6c5f\u5927\u5b66\u3002\u7b2c\u4e00\u4f5c\u8005\u662f\u6d59\u6c5f\u5927\u5b66\u8ba1\u7b97\u673a\u5b66\u9662\u7684\u535a\u58eb\u751f\u5f20\u5f67\uff0c\u5bfc\u5e08\u4e3a\u8d75\u6d32\u6559\u6388\uff0c\u4e3b\u8981\u7814\u7a76\u65b9\u5411\u662f\u97f3\u4e50\u5408\u6210\uff0c\u97f3\u9891\u751f\u6210\u548c\u81ea\u7136\u8bed\u8a00\u5904\u7406\uff0c\u5e76\u5728 NeurIPS\u3001AAAI\u3001ACL\u3001EMNLP \u7b49\u4f1a\u8bae\u53d1\u8868\u76f8\u5173\u8bba\u6587\u3002\u5171\u4e00\u4f5c\u8005\u662f\u6765\u81ea\u6d59\u6c5f\u5927\u5b66\u8ba1\u7b97\u673a\u5b66\u9662\u7684\u672c\u79d1\u751f\u6f58\u6636\u7693\u3002<\/strong><\/p>\n<p>\u4f20\u7edf\u7684\u6b4c\u58f0\u4efb\u52a1\uff0c\u5982\u6b4c\u58f0\u5408\u6210\uff0c\u5927\u591a\u662f\u5728\u5229\u7528\u8f93\u5165\u7684\u6b4c\u8bcd\u548c\u4e50\u8c31\u751f\u6210\u9ad8\u8d28\u91cf\u7684\u6b4c\u58f0\u3002\u968f\u7740\u6df1\u5ea6\u5b66\u4e60\u7684\u53d1\u5c55\uff0c\u4eba\u4eec\u5e0c\u671b\u5b9e\u73b0\u53ef\u63a7\u548c\u80fd\u4e2a\u6027\u5316\u5b9a\u5236\u7684\u6b4c\u58f0\u751f\u6210\u3002<\/p>\n<p>\u56e0\u6b64\uff0c\u6280\u5de7\u53ef\u63a7\u7684\u6b4c\u58f0\u5408\u6210\u3001\u6280\u5de7\u8bc6\u522b\u3001\u6b4c\u58f0\u98ce\u683c\u8fc1\u79fb\u4ee5\u53ca\u8bed\u97f3\u5230\u6b4c\u58f0\u7684\u8f6c\u6362\u7b49\u4efb\u52a1\u5e94\u8fd0\u800c\u751f\u3002\u8fd9\u4e9b\u4efb\u52a1\u9010\u6b65\u53d1\u5c55\u5e76\u5728\u77ed\u89c6\u9891\u914d\u97f3\u548c\u4e13\u4e1a\u97f3\u4e50\u521b\u4f5c\u7b49\u73b0\u5b9e\u573a\u666f\u5f97\u5230\u5e94\u7528\u3002<\/p>\n<p>\u7136\u800c\uff0c\u7531\u4e8e\u7f3a\u4e4f\u9ad8\u8d28\u91cf\u548c\u591a\u4efb\u52a1\u7684\u5f00\u6e90\u6b4c\u58f0\u6570\u636e\u96c6\uff0c\u8fd9\u4e9b\u65b0\u5174\u7684\u6b4c\u58f0\u4efb\u52a1\u7684\u53d1\u5c55\u53d7\u5230\u4e86\u5f88\u5927\u963b\u788d\u3002<\/p>\n<p>\u4e3a\u6b64\uff0c\u6765\u81ea\u6d59\u6c5f\u5927\u5b66\u7684\u7814\u7a76\u56e2\u961f\u63d0\u51fa\u4e86\u4e00\u4e2a\u5168\u7403\u5316\u3001\u591a\u6280\u5de7\u7684\u5927\u578b\u5f00\u6e90\u9ad8\u8d28\u91cf\u6b4c\u58f0\u6570\u636e\u96c6 GTSinger\uff0c\u5e26\u6709\u6280\u5de7\u5bf9\u7167\u7ec4\u3001\u771f\u5b9e\u4e50\u8c31\u3001\u914d\u5bf9\u6717\u8bfb\u6570\u636e\uff0c\u6db5\u76d6\u4e86\u76ee\u524d\u6240\u6709\u6b4c\u58f0\u4efb\u52a1\u7684\u9700\u6c42\uff0c\u5e76\u5728\u591a\u4e2a\u6b4c\u58f0\u4efb\u52a1\u4e0a\u63d0\u4f9b\u57fa\u51c6\u6d4b\u8bd5\u3002<\/p>\n<p>&nbsp;<\/p>\n<ul data-id=\"ua73dd4b-3H1RJKOR\">\n<li data-id=\"ld70c578-WYPVQP0b\">\u8bba\u6587\u5730\u5740\uff1ahttps:\/\/arxiv.org\/abs\/2409.13832<\/li>\n<li data-id=\"ld70c578-9ffbT8OE\">\u9879\u76ee\u4e3b\u9875\uff1ahttps:\/\/gtsinger.github.io\/<\/li>\n<li data-id=\"ld70c578-clPICO5C\">\u5f00\u6e90\u6570\u636e\uff1ahttps:\/\/huggingface.co\/datasets\/GTSinger\/GTSinger<\/li>\n<li data-id=\"ld70c578-RQl1IPcP\">\u5f00\u6e90\u4ee3\u7801\uff1ahttps:\/\/github.com\/GTSinger\/GTSinger<\/li>\n<\/ul>\n<p>\u76ee\u524d\uff0c\u8be5\u8bba\u6587\u5df2\u88ab NeurIPS 2024 Datasets and Benchmarks Track \u63a5\u6536\u4e3a Spotlight\uff0c\u5e76\u5df2\u5f00\u6e90\u5b8c\u6574\u6570\u636e\u96c6\u548c\u76f8\u5173\u4ee3\u7801\u3002<\/p>\n<p>\u7531\u4e8e\u5f55\u5236\u6b4c\u66f2\u548c\u4eba\u5de5\u6807\u6ce8\u6210\u672c\u9ad8\u6602\uff0c\u9ad8\u8d28\u91cf\u548c\u591a\u4efb\u52a1\u7684\u6b4c\u58f0\u6570\u636e\u96c6\u7684\u6536\u96c6\u96be\u5ea6\u5f88\u5927\uff0c\u8fd9\u662f\u963b\u788d AI \u97f3\u4e50\u751f\u6210\u4efb\u52a1\u7684\u7684\u4e3b\u8981\u74f6\u9888\u3002<\/p>\n<p>\u800c\u73b0\u6709\u5f00\u6e90\u6b4c\u58f0\u6570\u636e\u96c6\u7684\u5c40\u9650\u6027\u4e3b\u8981\u5305\u62ec\uff1a<\/p>\n<p>1. \u6b4c\u58f0\u5f55\u5236\u548c\u4eba\u5de5\u6807\u6ce8\u7684\u8d28\u91cf\u8f83\u4f4e\uff0c\u53ef\u80fd\u5bfc\u81f4\u6a21\u578b\u5b66\u4e60\u5230\u7684\u6b4c\u58f0\u8dd1\u8c03\u6216\u5e26\u6709\u566a\u97f3\u3002<\/p>\n<p>2. \u8bed\u8a00\u548c\u6b4c\u624b\u7684\u591a\u6837\u6027\u6709\u9650\uff0c\u9650\u5236\u4e86\u6a21\u578b\u5bf9\u591a\u6837\u7684\u97f3\u8272\u548c\u98ce\u683c\u7684\u5b66\u4e60\u3002<\/p>\n<p>3. \u7f3a\u4e4f\u5bf9\u591a\u79cd\u6b4c\u5531\u6280\u5de7\uff08\u5982\u5047\u58f0\uff09\u7684\u5bf9\u7167\u7ec4\u548c\u6807\u6ce8\uff0c\u963b\u788d\u4e86\u6a21\u578b\u5bf9\u6280\u5de7\u7684\u5efa\u6a21\u548c\u63a7\u5236\u3002<\/p>\n<p>4. \u4e0d\u914d\u5907\u771f\u5b9e\u4e50\u8c31\uff0c\u56e0\u6b64\u65e0\u6cd5\u5c06\u6a21\u578b\u76f4\u63a5\u5e94\u7528\u5728\u5b9e\u9645\u97f3\u4e50\u521b\u4f5c\u4e2d\u3002<\/p>\n<p>5. \u4efb\u52a1\u9002\u7528\u6027\u8f83\u5dee\uff0c\u7f3a\u4e4f\u5f88\u591a\u65b0\u5174\u7684\u6b4c\u58f0\u4efb\u52a1\u9700\u8981\u7684\u6807\u6ce8\u548c\u914d\u5bf9\u6717\u8bfb\u6570\u636e\u3002<\/p>\n<p>&nbsp;<\/p>\n<p>\u56fe 1\uff1a\u73b0\u6709\u5f00\u6e90\u6b4c\u5531\u6570\u636e\u96c6\u7684\u4fe1\u606f\u8868\u3002Speech \u8868\u793a\u914d\u5bf9\u6717\u8bfb\u6570\u636e\u3002Align \u548c RMS \u5206\u522b\u8868\u793a\u4eba\u5de5\u97f3\u7d20\u5bf9\u9f50\u548c\u771f\u5b9e\u4e50\u8c31\u3002Style \u8868\u793a\u5168\u5c40\u98ce\u683c\u6807\u7b7e\u3002<\/p>\n<p>\u4e3a\u4e86\u89e3\u51b3\u8fd9\u4e9b\u6311\u6218\uff0c\u6d59\u5927\u7684\u7814\u7a76\u8005\u4eec\u63d0\u51fa\u4e86 GTSinger\uff0c\u4e00\u4e2a\u5168\u7403\u5316\u3001\u591a\u6280\u5de7\u7684\u5927\u578b\u5f00\u6e90\u9ad8\u8d28\u91cf\u6b4c\u58f0\u6570\u636e\u96c6\uff0c\u5305\u542b\u6280\u5de7\u5bf9\u7167\u7ec4\u3001\u771f\u5b9e\u4e50\u8c31\u3001\u914d\u5bf9\u6717\u8bfb\u6570\u636e\uff0c\u6db5\u76d6\u4e86\u76ee\u524d\u6240\u6709\u7684\u6b4c\u58f0\u4efb\u52a1\u7684\u9700\u6c42\u3002<\/p>\n<p>\u6bd4\u8d77\u73b0\u6709\u5f00\u6e90\u6b4c\u58f0\u6570\u636e\u96c6\uff0cGTSinger\u00a0\u4e3b\u8981\u6709\u4ee5\u4e0b\u4f18\u52bf\uff1a<\/p>\n<p>1. \u4e13\u4e1a\u6b4c\u624b\u5728\u4e13\u4e1a\u5f55\u97f3\u68da\u4e2d\u5f55\u5236\u4e86 80.59 \u5c0f\u65f6\u7684\u6b4c\u58f0\uff0c\u4f7f\u5f97 GTSinger \u6210\u4e3a\u76ee\u524d\u6700\u5927\u7684\u5f55\u5236\u6b4c\u58f0\u6570\u636e\u96c6\uff1b<\/p>\n<p>2. 20 \u4f4d\u4e13\u4e1a\u6b4c\u624b\u603b\u5171\u4f7f\u7528\u4e86\u4e5d\u79cd\u4e16\u754c\u5e38\u7528\u7684\u8bed\u8a00\uff08\u6c49\u8bed\u3001\u82f1\u8bed\u3001\u65e5\u8bed\u3001\u97e9\u8bed\u3001\u4fc4\u8bed\u3001\u897f\u73ed\u7259\u8bed\u3001\u6cd5\u8bed\u3001\u5fb7\u8bed\u548c\u610f\u5927\u5229\u8bed\uff09\uff0c\u4e3a GTSinger \u5e26\u6765\u4e30\u5bcc\u7684\u98ce\u683c\u591a\u6837\u6027\uff1b<\/p>\n<p>3. GTSinger \u4e3a\u516d\u79cd\u5e38\u7528\u6b4c\u5531\u6280\u5de7\uff08\u6df7\u58f0\u3001\u5047\u58f0\u3001\u6c14\u58f0\u3001\u54bd\u97f3\u3001\u98a4\u97f3\u548c\u6ed1\u97f3\uff09\u63d0\u4f9b\u4e86\u5bf9\u7167\u7ec4\u548c\u97f3\u7d20\u7ea7\u7684\u6280\u5de7\u6807\u6ce8\uff1b<\/p>\n<p>4. \u4e0d\u540c\u4e8e MIDI \u7b49\u7cbe\u7ec6\u4e50\u8c31\uff0cGTSinger \u63d0\u4f9b\u4e86\u53ef\u4ee5\u7528\u4e8e\u5b9e\u9645\u97f3\u4e50\u521b\u4f5c\u7684\u771f\u5b9e\u4e50\u8c31\uff1b<\/p>\n<p>5. \u4eba\u5de5\u97f3\u7d20\u5bf9\u9f50\u3001\u5168\u5c40\u98ce\u683c\u6807\u7b7e\uff08\u5531\u6cd5\u3001\u60c5\u611f\u3001\u97f3\u9ad8\u8303\u56f4\u548c\u901f\u5ea6\uff09\u4ee5\u53ca 16.16 \u5c0f\u65f6\u7684\u914d\u5bf9\u6717\u8bfb\u6570\u636e\uff0c\u8ba9 GTSinger \u53ef\u4ee5\u9002\u914d\u5404\u79cd\u6b4c\u58f0\u4efb\u52a1\u3002<\/p>\n<p>&nbsp;<\/p>\n<p>\u56fe 2\uff1aGTSinger \u4e2d\u6bcf\u9996\u6b4c\u66f2\u7684\u6784\u6210\u3002\u5305\u62ec\u6280\u5de7\u7ec4\u6b4c\u58f0\u3001\u63a7\u5236\u7ec4\u6b4c\u58f0\u3001\u914d\u5bf9\u6717\u8bfb\u7684\u97f3\u9891\u548c\u6807\u6ce8\u3002<\/p>\n<h4>\u6536\u96c6\u6d41\u7a0b<\/h4>\n<p>GTSinger \u7684\u6536\u96c6\u4e3b\u8981\u5305\u62ec\u4e09\u4e2a\u6d41\u7a0b\uff1a\u97f3\u9891\u5f55\u5236\uff0c\u4eba\u5de5\u6807\u6ce8\uff0c\u540e\u7eed\u5904\u7406\u3002<\/p>\n<p>&nbsp;<\/p>\n<p>\u56fe 3\uff1aGTSinger 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4\uff1a\u8bed\u8a00\u3001\u6b4c\u624b\u3001\u6280\u5de7\u548c\u65f6\u957f\u7684\u4fe1\u606f\u8868\u3002\u6280\u5de7\u7684\u65f6\u957f\u5305\u62ec\u63a7\u5236\u7ec4\u548c\u6280\u5de7\u7ec4\u4e2d\u7684\u65f6\u957f\u3002<\/p>\n<p>\u4eba\u5de5\u6807\u6ce8\u6d41\u7a0b\u4e3b\u8981\u5305\u62ec\u5bf9\u9f50\uff0c\u6280\u5de7\u548c\u98ce\u683c\u6807\u6ce8\uff0c\u4ee5\u53ca\u771f\u5b9e\u4e50\u8c31\u7f16\u5199\u3002<\/p>\n<p>\u5728\u5bf9\u9f50\u9636\u6bb5\uff0c\u97f3\u4e50\u4e13\u5bb6\u9996\u5148\u4f7f\u7528 MFA \u5b8c\u6210\u7c97\u6807\u6ce8\uff0c\u518d\u5229\u7528 Praat \u6765\u8fdb\u884c\u5bf9\u97f3\u7d20\u8fb9\u754c\uff0c\u9519\u5b57\u6f0f\u5b57\uff0c\u65e0\u58f0\u533a\u57df\uff08\u547c\u5438\u6216\u9759\u9ed8\uff09\u7684\u6821\u5bf9\u548c\u6807\u6ce8\u3002<\/p>\n<p>\u5bf9\u9f50\u5b8c\u6210\u540e\uff0c\u53e6\u4e00\u7ec4\u4e13\u5bb6\u6839\u636e\u542c\u611f\u5bf9\u6df7\u58f0\u3001\u5047\u58f0\u3001\u6c14\u58f0\u3001\u54bd\u97f3\u3001\u98a4\u97f3\u548c\u6ed1\u97f3\u516d\u79cd\u6280\u5de7\u8fdb\u884c\u97f3\u7d20\u7ea7\u6807\u6ce8\u3002\u6b64\u5916\uff0c\u4e13\u5bb6\u4eec\u8fd8\u4e3a\u6bcf\u9996\u6b4c\u6807\u8bb0\u4e86\u5168\u5c40\u98ce\u683c\u6807\u7b7e\uff0c\u5305\u62ec\u5531\u6cd5\uff08\u6d41\u884c\u6216\u7f8e\u58f0\uff09\u3001\u60c5\u611f\uff08\u5feb\u4e50\u6216\u60b2\u4f24\uff09\u3001\u8282\u594f\uff08\u6162\u3001\u4e2d\u3001\u5feb\uff09\u548c\u97f3\u9ad8\u8303\u56f4\uff08\u4f4e\u3001\u4e2d\u3001\u9ad8\uff09\u3002<\/p>\n<p>\u63a5\u7740\uff0c\u4e3a\u4e86\u7f16\u5199\u771f\u5b9e\u4e50\u8c31\uff0c\u7814\u7a76\u8005\u9996\u5148\u4f7f\u7528 RMVPE \u6765\u63d0\u53d6\u6bcf\u9996\u6b4c\u7684 F0\uff0c\u968f\u540e\u4f7f\u7528 ROSVOT \u63a8\u5bfc\u51fa MIDI \u5f62\u5f0f\u7684\u7cbe\u7ec6\u4e50\u8c31\u3002\u63a5\u7740\uff0c\u97f3\u4e50\u4e13\u5bb6\u6839\u636e\u5f55\u5236\u6b4c\u58f0\uff0c\u5e76\u53c2\u8003\u539f\u59cb\u4f34\u594f\u8fdb\u884c\u4ee5\u4e0b\u6b65\u9aa4\uff1a<\/p>\n<p>1. \u786e\u5b9a\u5b9e\u9645\u7684\u8282\u594f\u3001\u8c31\u53f7\u548c\u8c03\u6027\uff1b<\/p>\n<p>2. \u8c03\u6574\u4e50\u8c31\u4ee5\u5339\u914d\u771f\u5b9e\u97f3\u7b26\u7684\u97f3\u9ad8\uff1b<\/p>\n<p>3. \u6839\u636e\u771f\u5b9e\u4e50\u8c31\u7684\u89c4\u5219\u4fee\u6539\u97f3\u7b26\u65f6\u957f\uff1b<\/p>\n<p>4. \u6807\u6ce8\u97f3\u7b26\u7c7b\u578b\uff0c\u5982\u4f11\u6b62\u7b26\u3001\u6b4c\u8bcd\u6216\u8fde\u97f3\u7b26\u3002<\/p>\n<p>&nbsp;<\/p>\n<p>\u56fe 5\uff1aF0\u3001\u7cbe\u7ec6\u4e50\u8c31\u4e0e\u771f\u5b9e\u4e50\u8c31\u4e4b\u95f4\u7684\u5bf9\u6bd4\u3002\u7cbe\u7ec6\u4e50\u8c31\u4f1a\u7834\u574f\u97f3\u7b26\u65f6\u957f\u7684\u89c4\u5f8b\u6027\uff0c\u5bfc\u81f4\u97f3\u7b26\u788e\u7247\u5316\uff0c\u4e0d\u9002\u5408\u7528\u4e8e\u5b9e\u9645\u4f5c\u66f2\u3002<\/p>\n<p>\u5728\u540e\u7eed\u5904\u7406\u4e2d\uff0c\u591a\u4e2a\u64c5\u957f\u7279\u5b9a\u8bed\u8a00\u7684\u97f3\u4e50\u4e13\u5bb6\u5bf9\u6807\u6ce8\u8fdb\u884c\u4e86\u5ba1\u6838\u3002\u6700\u540e\uff0c\u6b4c\u58f0\u97f3\u9891\u88ab\u6309\u8bed\u4e49\u548c\u65e0\u58f0\u533a\u57df\u7b49\u56e0\u7d20\u5206\u5272\u4e3a\u66f4\u5c0f\u7684\u7247\u6bb5\uff0c\u5176\u4e2d\u8d85\u8fc7 95% \u7684\u53e5\u5b50\u65f6\u957f\u5728 5 \u5230 20 \u79d2\u4e4b\u95f4\u3002<\/p>\n<p>&nbsp;<\/p>\n<p>\u56fe 6\uff1a\u5207\u53e5\u65f6\u957f\u3001\u6280\u5de7\u3001\u6bcf\u5206\u949f\u8282\u62cd\u6570\u548c\u97f3\u7b26\u97f3\u9ad8\u7684\u7edf\u8ba1\u3002<\/p>\n<h4>\u57fa\u51c6\u6d4b\u8bd5<\/h4>\n<p>\u4e3a\u4e86\u8bc4\u4f30\u6570\u636e\u96c6\u8d28\u91cf\u548c\u4efb\u52a1\u9002\u7528\u6027\uff0cGTSinger \u5728\u56db\u4e2a\u6b4c\u58f0\u4efb\u52a1\u4e0a\u8fdb\u884c\u4e86\u5168\u9762\u8bc4\u4f30\uff1a\u6280\u5de7\u53ef\u63a7\u7684\u6b4c\u58f0\u5408\u6210\u3001\u6280\u5de7\u8bc6\u522b\u3001\u6b4c\u58f0\u98ce\u683c\u8fc1\u79fb\u4ee5\u53ca\u8bed\u97f3\u5230\u6b4c\u58f0\u7684\u8f6c\u6362\u3002<\/p>\n<p>&nbsp;<\/p>\n<p>\u56fe 7\uff1a\u6280\u5de7\u53ef\u63a7\u7684\u6b4c\u58f0\u5408\u6210\u7684\u5e73\u884c\u548c\u975e\u5e73\u884c\u5b9e\u9a8c\u7ed3\u679c\u3002\u5e73\u884c\u5b9e\u9a8c\u4f7f\u7528\u771f\u5b9e\u6280\u5de7\u5e8f\u5217\u4f5c\u4e3a\u76ee\u6807\u3002\u5728\u975e\u5e73\u884c\u5b9e\u9a8c\u4e2d\uff0c\u516d\u79cd\u6280\u5de7\u4f1a\u968f\u673a\u4e14\u9002\u5f53\u5730\u5206\u914d\u7ed9\u6bcf\u4e2a\u76ee\u6807\u97f3\u7d20\u3002<\/p>\n<p>&nbsp;<\/p>\n<p>\u56fe 8\uff1a\u6280\u5de7\u68c0\u6d4b\u7684\u603b\u4f53\u548c\u8de8\u8bed\u8a00\u5b9e\u9a8c\u7ed3\u679c\u3002\u8bed\u8a00\u88ab\u5206\u7c7b\u4e3a\u4e9a\u6d32\u8bed\u79cd\u548c\u6b27\u6d32\u8bed\u79cd\uff0c\u8de8\u8bed\u8a00\u5b9e\u9a8c\u4e2d\u6a21\u578b\u5728\u5176\u4e2d\u4e00\u7c7b\u8bed\u79cd\u8bad\u7ec3\u5e76\u5728\u53e6\u5916\u4e00\u7c7b\u6d4b\u8bd5\u3002<\/p>\n<p>&nbsp;<\/p>\n<p>\u56fe 9\uff1a\u98ce\u683c\u8fc1\u79fb\u7684\u5e73\u884c\u548c\u8de8\u8bed\u8a00\u5b9e\u9a8c\u7ed3\u679c\u3002<\/p>\n<p>&nbsp;<\/p>\n<p>\u56fe 10\uff1a\u8bed\u97f3\u5230\u6b4c\u58f0\u8f6c\u6362\u7684\u5b9e\u9a8c\u7ed3\u679c\u3002<\/p>\n<p>\u6839\u636e\u8fd9\u4e9b\u5b9e\u9a8c\u7ed3\u679c\uff0c\u53ef\u4ee5\u770b\u51fa GTSinger \u4e0d\u4ec5\u80fd\u5728\u5e7f\u6cdb\u7684\u751f\u6210\u4efb\u52a1\u4e0a\u5e94\u7528\uff0c\u4e5f\u9002\u7528\u4e8e\u68c0\u6d4b\u4efb\u52a1\u3002<\/p>\n<h4>\u603b\u7ed3\u5c55\u671b<\/h4>\n<p>\u672c\u6587\u63d0\u51fa\u4e86 GTSinger\uff0c\u4e00\u4e2a\u5168\u7403\u5316\u3001\u591a\u6280\u5de7\u7684\u5927\u578b\u5f00\u6e90\u9ad8\u8d28\u91cf\u6b4c\u58f0\u6570\u636e\u96c6\uff0c\u5e26\u6709\u6280\u5de7\u5bf9\u7167\u7ec4\u3001\u771f\u5b9e\u4e50\u8c31\u3001\u914d\u5bf9\u6717\u8bfb\u6570\u636e\uff0c\u6db5\u76d6\u4e86\u76ee\u524d\u6240\u6709\u6b4c\u58f0\u4efb\u52a1\u7684\u9700\u6c42\uff0c\u5e76\u5728\u591a\u4e2a\u4efb\u52a1\u4e0a\u63d0\u4f9b\u4e86\u57fa\u51c6\u6d4b\u8bd5\u3002<\/p>\n<p>\u672a\u6765\u5de5\u4f5c\u53ef\u4ee5\u8fdb\u4e00\u6b65\u6269\u5c55\u6570\u636e\u7684\u591a\u6837\u6027\uff0c\u5982\u6db5\u76d6\u963f\u62c9\u4f2f\u8bed\u7b49\u5e38\u7528\u8bed\u8a00\u4ee5\u53ca\u6c14\u6ce1\u97f3\u7b49\u6280\u5de7\u3002\u540c\u65f6\u7814\u53d1\u57fa\u4e8e\u5b57\u7ea7\u522b\u7684\u6a21\u578b\u53ef\u80fd\u4f1a\u51cf\u5c11\u4eba\u5de5\u6807\u6ce8\u5f15\u5165\u7684\u4e00\u4e9b\u7ec6\u5fae\u9519\u8bef\u7684\u5f71\u54cd\u3002\u6700\u540e\uff0c\u5236\u4f5c\u6709\u4f34\u594f\u7684\u5f55\u5236\u6b4c\u58f0\u6570\u636e\u96c6\u4f1a\u5bf9\u97f3\u4e50\u9886\u57df\u6709\u66f4\u5927\u7684\u5e2e\u52a9\u3002<\/p>\n<\/div>\n<\/div>\n<p>&nbsp;<\/p>\n<div 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