{"id":1073118,"date":"2023-10-11T04:34:00","date_gmt":"2023-10-11T11:34:00","guid":{"rendered":"https:\/\/www.microsoft.com\/en-us\/research\/?post_type=msr-blog-post&#038;p=1073118"},"modified":"2024-09-25T03:46:51","modified_gmt":"2024-09-25T10:46:51","slug":"new-arrival-in-research-2","status":"publish","type":"msr-blog-post","link":"https:\/\/www.microsoft.com\/en-us\/research\/articles\/new-arrival-in-research-2\/","title":{"rendered":"\u79d1\u7814\u4e0a\u65b0 | \u7b2c2\u671f\uff1a\u53ef\u9a71\u52a83D\u8096\u50cf\u751f\u6210\uff1b\u9605\u8bfb\u6587\u672c\u5bc6\u96c6\u56fe\u50cf\u7684\u5927\u6a21\u578b\uff1b\u6587\u672c\u63a7\u5236\u97f3\u8272\uff1b\u57fa\u4e8e\u5927\u6a21\u578b\u7684\u63a8\u8350\u667a\u80fd\u4f53"},"content":{"rendered":"\n<p>\u7f16\u8005\u6309\uff1a\u6b22\u8fce\u9605\u8bfb\u201c\u79d1\u7814\u4e0a\u65b0\u201d\u680f\u76ee\uff01\u201c\u79d1\u7814\u4e0a\u65b0\u201d\u6c47\u805a\u4e86\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u6700\u65b0\u7684\u521b\u65b0\u6210\u679c\u4e0e\u79d1\u7814\u52a8\u6001\u3002\u5728\u8fd9\u91cc\uff0c\u4f60\u53ef\u4ee5\u5feb\u901f\u6d4f\u89c8\u7814\u7a76\u9662\u7684\u4eae\u70b9\u8d44\u8baf\uff0c\u4fdd\u6301\u5bf9\u524d\u6cbf\u9886\u57df\u7684\u654f\u9510\u55c5\u89c9\uff0c\u540c\u65f6\u4e5f\u80fd\u627e\u5230\u5148\u8fdb\u5b9e\u7528\u7684\u5f00\u6e90\u5de5\u5177\u3002<\/p>\n\n\n\n<p>\u672c\u671f\u5185\u5bb9\u901f\u89c8<\/p>\n\n\n\n<p>01. AniPortraitGAN\uff1a\u53ef\u9a71\u52a8\u7684\u771f\u5b9e\u611f3D\u8096\u50cf\u751f\u6210<\/p>\n\n\n\n<p>02. KOSMOS-2.5\uff1a\u9605\u8bfb\u6587\u672c\u5bc6\u96c6\u56fe\u50cf\u7684\u591a\u6a21\u6001\u5927\u578b\u8bed\u8a00\u6a21\u578b<\/p>\n\n\n\n<p>03. PromptTTS 2\uff1a\u5229\u7528\u6587\u672c\u63cf\u8ff0\u521b\u9020\u8bed\u97f3\u5408\u6210\u7684\u97f3\u8272\u548c\u98ce\u683c<\/p>\n\n\n\n<p>04. InteRecAgent\uff1a\u57fa\u4e8e\u5927\u578b\u8bed\u8a00\u6a21\u578b\u7684\u4ea4\u4e92\u5f0f\u63a8\u8350\u667a\u80fd\u4f53<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"arxiv\u7cbe\u9009\">arXiv\u7cbe\u9009<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"research1\">AniPortraitGAN\uff1a\u53ef\u9a71\u52a8\u7684\u771f\u5b9e\u611f3D\u8096\u50cf\u751f\u6210<\/h3>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"871\" height=\"177\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/08\/new-arrival-in-research-2-1.png\" alt=\"paper screenshot\" class=\"wp-image-1073121\" srcset=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/08\/new-arrival-in-research-2-1.png 871w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/08\/new-arrival-in-research-2-1-300x61.png 300w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/08\/new-arrival-in-research-2-1-768x156.png 768w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/08\/new-arrival-in-research-2-1-240x49.png 240w\" sizes=\"auto, (max-width: 871px) 100vw, 871px\" \/><\/figure>\n\n\n\n<p>\u8bba\u6587\u94fe\u63a5\uff1ahttps:\/\/arxiv.org\/pdf\/2309.02186.pdf<\/p>\n\n\n\n<p>\u9879\u76ee\u94fe\u63a5\uff1ahttps:\/\/yuewuhkust.github.io\/AniPortraitGAN\/<\/p>\n\n\n\n<p>\u81ea\u52a8\u521b\u5efa\u53ef\u9a71\u52a8\u7684 3D \u4eba\u7269\u89d2\u8272\u5df2\u7ecf\u6210\u4e3a\u4e00\u4e2a\u8d8a\u6765\u8d8a\u91cd\u8981\u7684\u8bdd\u9898\uff0c\u5176\u5e94\u7528\u8303\u56f4\u6db5\u76d6\u89c6\u9891\u4f1a\u8bae\u3001\u7535\u5f71\u5236\u4f5c\u548c\u6e38\u620f\u7b49\u7b49\u3002\u8fd1\u5e74\u6765\uff0c\u4e00\u4e9b\u65b9\u6cd5\u57fa\u4e8e\u5bf9\u6297\u7f51\u7edc\u8fdb\u884c\u4e86\u771f\u5b9e\u611f\u4e09\u7ef4\u4eba\u50cf\u7684\u751f\u6210\u4e0e\u9a71\u52a8\uff0c\u4f46\u8fd9\u4e9b\u65b9\u6cd5\u4e3b\u8981\u5173\u6ce8\u5934\u90e8\u6216\u5168\u8eab\u751f\u6210\u3002\u7136\u800c\uff0c\u4ec5\u751f\u6210\u5934\u90e8\u7c7b\u7684\u65b9\u6cd5\u5728\u5b9e\u9645\u573a\u666f\u4e2d\u7684\u9002\u7528\u6027\u8f83\u4f4e\uff0c\u751f\u6210\u5168\u8eab\u7c7b\u7684\u65b9\u6cd5\u5219\u96be\u4ee5\u53d6\u5f97\u8f83\u597d\u7684\u9762\u90e8\u533a\u57df\u751f\u6210\u8d28\u91cf\u3002\u4e3a\u6b64\uff0c\u7814\u7a76\u5458\u4eec\u63d0\u51fa\u4e86\u4e00\u79cd\u4e13\u6ce8\u4e8e\u4eba\u7c7b\u5934\u90e8\u548c\u80a9\u90e8\u7684\u771f\u5b9e\u611f 3D \u8096\u50cf\u751f\u6210\u65b9\u6cd5\u3002\u8be5\u65b9\u6cd5\u5229\u7528\u591a\u4eba 2D \u56fe\u50cf\u96c6\u8fdb\u884c\u65e0\u76d1\u7763\u5bf9\u6297\u5b66\u4e60\u8bad\u7ec3\uff0c\u65e0\u9700\u4e09\u7ef4\u6570\u636e\u3001\u591a\u89c6\u89d2\u56fe\u7247\u6216\u8005\u89c6\u9891\u3002\u751f\u6210\u7684 3D \u8096\u50cf\u903c\u771f\u4e14\u53ef\u8fdb\u884c\u76f8\u673a\u89c6\u89d2\u3001\u5934\u90e8\u59ff\u6001\u3001\u80a9\u8180\u59ff\u6001\u3001\u4ee5\u53ca\u9762\u90e8\u8868\u60c5\u7684\u9a71\u52a8\uff0c\u66f4\u9002\u5408\u4e8e\u89c6\u9891\u4f1a\u8bae\u3001\u865a\u62df\u6f14\u793a\u7b49\u5b9e\u9645\u5e94\u7528\u3002<\/p>\n\n\n\n<p>\u9488\u5bf9\u8fd9\u4e2a\u65b0\u4efb\u52a1\uff0c\u7814\u7a76\u5458\u4eec\u63d0\u51fa\u4e86\u5229\u7528 3D \u53c2\u6570\u6a21\u578b\u63d0\u4f9b\u5148\u9a8c\u795e\u7ecf\u8f90\u5c04\u573a\u7684\u751f\u6210\u65b9\u6cd5\u3002\u8be5\u65b9\u6cd5\u57fa\u4e8e 3D \u611f\u77e5\u751f\u6210\u5bf9\u6297\u7f51\u7edc\u6846\u67b6\uff0c\u4ee5 GRAM \u4e3a\u57fa\u7840\u4e09\u7ef4\u8868\u8fbe\uff0c\u5206\u522b\u5229\u7528 3D \u53ef\u5f62\u53d8\u6a21\u578b\uff083DMMs\uff09\u548c SMPL \u4eba\u4f53\u53c2\u6570\u6a21\u578b\u4e3a\u5148\u9a8c\uff0c\u6307\u5bfc\u4eba\u8138\u8868\u60c5\u63a7\u5236\u548c\u5934\u90e8\u80a9\u90e8\u8fd0\u52a8\u5b66\u4e60\u3002\u4e3a\u4e86\u5904\u7406\u7531\u4e8e\u5934\u90e8\u4f4d\u7f6e\u53d8\u5316\u548c\u4eba\u4f53\u671d\u5411\u53d8\u5316\u800c\u9020\u6210\u7684\u590d\u6742\u56fe\u50cf\u5206\u5e03\uff0c\u7814\u7a76\u5458\u4eec\u63d0\u51fa\u4e86\u57fa\u4e8e\u53cc\u76f8\u673a\u6e32\u67d3\u7684\u5bf9\u6297\u5b66\u4e60\u65b9\u6848\uff0c\u6765\u63d0\u9ad8\u9762\u90e8\u6e32\u67d3\u8d28\u91cf\u3002\u6b64\u5916\uff0c\u4ec5\u7b80\u5355\u4f7f\u7528 SMPL \u7ebf\u6027\u6df7\u5408\u8499\u76ae\u7b56\u7565\u6307\u5bfc\u5934\u90e8\u5f62\u53d8\u5b66\u4e60\uff0c\u5728\u5934\u90e8\u65cb\u8f6c\u65f6\uff0c\u5934\u53d1\u533a\u57df\u4f1a\u51fa\u73b0\u9510\u5229\u7684\u4e0d\u8fde\u7eed\u6027\uff0c\u5bfc\u81f4\u660e\u663e\u7684\u4f2a\u5f71\u3002\u9488\u5bf9\u8fd9\u4e00\u95ee\u9898\uff0c\u7814\u7a76\u5458\u4eec\u8fdb\u4e00\u6b65\u63d0\u51fa\u4e86\u59ff\u6001\u53d8\u5f62\u5904\u7406\u6a21\u5757\u6765\u5b66\u4e60\u66f4\u5408\u7406\u7684\u5f62\u53d8\u573a\uff0c\u7a33\u5b9a\u751f\u6210\u5bf9\u6297\u8bad\u7ec3\uff0c\u4ece\u800c\u4ea7\u751f\u89c6\u89c9\u4e0a\u5408\u7406\u7684\u7ed3\u679c\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"890\" height=\"480\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/08\/new-arrival-in-research-2-2.gif\" alt=\"\u56fe1\uff1aAniPortraitGAN 3D \u8096\u50cf\u751f\u6210\u7ed3\u679c\" class=\"wp-image-1073124\"\/><figcaption class=\"wp-element-caption\">\u56fe1\uff1aAniPortraitGAN 3D \u8096\u50cf\u751f\u6210\u7ed3\u679c<\/figcaption><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<p>\u5b9e\u9a8c\u7ed3\u679c\u8868\u660e\uff0cAniPortraitGAN \u53ef\u4ee5\u751f\u6210\u5177\u6709\u7075\u6d3b\u63a7\u5236\u7684\u591a\u6837\u5316\u548c\u9ad8\u8d28\u91cf 3D \u8096\u50cf\u56fe\u50cf\uff0c\u53ef\u4ee5\u5b9e\u73b0\u5bf9\u9762\u90e8\u8868\u60c5\u548c\u5934\u80a9\u59ff\u52bf\u7b49\u4e0d\u540c\u5c5e\u6027\u7684\u7ec6\u7c92\u5ea6\u63a7\u5236\u3002\u7814\u7a76\u5458\u4eec\u76f8\u4fe1\u5728\u8be5\u9879\u7814\u7a76\u5411\u7740\u81ea\u52a8\u521b\u5efa\u9002\u7528\u4e8e\u5b9e\u9645\u5e94\u7528\u7684\u89c6\u9891\u5316\u8eab\uff0c\u8fc8\u51fa\u4e86\u575a\u5b9e\u4e00\u6b65\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"research2\">KOSMOS-2.5\uff1a\u9605\u8bfb\u6587\u672c\u5bc6\u96c6\u56fe\u50cf\u7684\u591a\u6a21\u6001\u5927\u578b\u8bed\u8a00\u6a21\u578b<\/h3>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"565\" height=\"187\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/08\/new-arrival-in-research-2-3.png\" alt=\"paper screenshot\" class=\"wp-image-1073127\" srcset=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/08\/new-arrival-in-research-2-3.png 565w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/08\/new-arrival-in-research-2-3-300x99.png 300w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/08\/new-arrival-in-research-2-3-240x79.png 240w\" sizes=\"auto, (max-width: 565px) 100vw, 565px\" \/><\/figure>\n\n\n\n<p>\u8bba\u6587\u94fe\u63a5\uff1ahttps:\/\/arxiv.org\/abs\/2309.11419<\/p>\n\n\n\n<p>\u73b0\u6709\u7684\u5927\u578b\u8bed\u8a00\u6a21\u578b\uff08LLMs\uff09\u4e3b\u8981\u96c6\u4e2d\u5728\u6587\u672c\u4fe1\u606f\u4e0a\uff0c\u65e0\u6cd5\u7406\u89e3\u89c6\u89c9\u4fe1\u606f\u3002\u800c\u591a\u6a21\u6001\u5927\u578b\u8bed\u8a00\u6a21\u578b\uff08MLLMs\uff09\u9886\u57df\u7684\u8fdb\u5c55\u65e8\u5728\u89e3\u51b3\u8fd9\u4e00\u9650\u5236\uff0cMLLMs \u53ef\u4ee5\u5c06\u89c6\u89c9\u548c\u6587\u672c\u4fe1\u606f\u878d\u5408\u5230\u4e00\u4e2a\u57fa\u4e8e Transformer \u7684\u5355\u4e00\u6a21\u578b\u4e2d\uff0c\u4f7f\u8be5\u6a21\u578b\u80fd\u591f\u6839\u636e\u8fd9\u4e24\u79cd\u6a21\u6001\u5b66\u4e60\u548c\u751f\u6210\u5185\u5bb9\u3002\u4e0d\u8fc7\uff0c\u73b0\u6709\u7684 MLLMs \u4e3b\u8981\u5173\u6ce8\u5206\u8fa8\u7387\u8f83\u4f4e\u7684\u81ea\u7136\u56fe\u50cf\uff0c\u5bf9\u4e8e\u6587\u672c\u5bc6\u96c6\u56fe\u50cf\u7684 MLLM \u7814\u7a76\u8fd8\u4e0d\u591a\u89c1\uff0c\u56e0\u6b64\u5145\u5206\u5229\u7528\u5927\u89c4\u6a21\u591a\u6a21\u6001\u9884\u8bad\u7ec3\u6765\u5904\u7406\u6587\u672c\u56fe\u50cf\u662f MLLM \u7814\u7a76\u7684\u4e00\u4e2a\u91cd\u8981\u7684\u7814\u7a76\u65b9\u5411\u3002\u672c\u7bc7\u8bba\u6587\u4ecb\u7ecd\u4e86\u5c06\u6587\u672c\u56fe\u50cf\u7eb3\u5165\u8bad\u7ec3\u8fc7\u7a0b\u5e76\u5f00\u53d1\u57fa\u4e8e\u6587\u672c\u548c\u89c6\u89c9\u4fe1\u606f\u7684\u6a21\u578b KOSMOS-2.5\uff0c\u5f00\u8f9f\u4e86\u6d89\u53ca\u9ad8\u5206\u8fa8\u7387\u6587\u672c\u5bc6\u96c6\u56fe\u50cf\u7684\u591a\u6a21\u6001\u5e94\u7528\u7684\u65b0\u53ef\u80fd\u6027\u3002<\/p>\n\n\n\n<p>KOSMOS-2.5 \u662f\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u7684\u7814\u7a76\u5458\u4eec\u5f00\u53d1\u7684\u4e00\u4e2a\u57fa\u4e8e\u6587\u672c\u5bc6\u96c6\u56fe\u50cf\u7684\u591a\u6a21\u6001\u5927\u578b\u8bed\u8a00\u6a21\u578b\uff0c\u5b83\u5728 KOSMOS-2 \u7684\u57fa\u7840\u4e0a\u53d1\u5c55\u800c\u6765\uff0c\u7a81\u51fa\u4e86\u5bf9\u4e8e\u6587\u672c\u5bc6\u96c6\u56fe\u50cf\u7684\u591a\u6a21\u6001\u9605\u8bfb\u548c\u7406\u89e3\u80fd\u529b\uff08Multimodal Literate Model\uff09\u3002KOSMOS-2.5 \u7684\u76ee\u6807\u662f\u5728\u6587\u672c\u4e30\u5bcc\u7684\u56fe\u50cf\u4e2d\u5b9e\u73b0\u65e0\u7f1d\u7684\u89c6\u89c9\u548c\u6587\u672c\u6570\u636e\u5904\u7406\uff0c\u4ee5\u4fbf\u7406\u89e3\u56fe\u50cf\u5185\u5bb9\u5e76\u751f\u6210\u7ed3\u6784\u5316\u7684\u6587\u672c\u63cf\u8ff0\u3002<\/p>\n\n\n\n<p>\u4f5c\u4e3a\u4e00\u4e2a\u591a\u6a21\u6001\u6a21\u578b\uff0cKOSMOS-2.5 \u4f7f\u7528\u4e86\u7edf\u4e00\u7684\u6846\u67b6\u5904\u7406\u4e24\u4e2a\u7d27\u5bc6\u76f8\u5173\u7684\u4efb\u52a1\u3002\u7b2c\u4e00\u4e2a\u4efb\u52a1\u6d89\u53ca\u751f\u6210\u5177\u6709\u7a7a\u95f4\u611f\u77e5\u7684\u6587\u672c\u5757\uff0c\u5373\u540c\u65f6\u751f\u6210\u6587\u672c\u5757\u7684\u5185\u5bb9\u4e0e\u5750\u6807\u6846\u3002\u7b2c\u4e8c\u4e2a\u4efb\u52a1\u6d89\u53ca\u4ee5Markdown\u683c\u5f0f\u751f\u6210\u7ed3\u6784\u5316\u7684\u6587\u672c\u8f93\u51fa\uff0c\u540c\u65f6\u6355\u6349\u5404\u79cd\u6837\u5f0f\u548c\u7ed3\u6784\u3002\u4e24\u4e2a\u4efb\u52a1\u5229\u7528\u5171\u4eab\u7684Transformer\u67b6\u6784\u4e0e\u4efb\u52a1\u7279\u5b9a\u7684\u63d0\u793a\u3002KOSMOS-2.5 \u5c06\u57fa\u4e8e ViT\uff08Vision Transformer\uff09\u7684\u89c6\u89c9\u7f16\u7801\u5668\u4e0e\u57fa\u4e8e Transformer \u67b6\u6784\u7684\u89e3\u7801\u5668\u76f8\u7ed3\u5408\uff0c\u901a\u8fc7\u4e00\u4e2a\u91cd\u91c7\u6837\u6a21\u5757\u8fde\u63a5\u8d77\u6765\u3002<\/p>\n\n\n\n<p><\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"408\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/08\/new-arrival-in-research-2-4-1024x408.png\" alt=\"\u56fe2\uff1aKOSMOS-2.5 \u67b6\u6784\u56fe\" class=\"wp-image-1073130\" srcset=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/08\/new-arrival-in-research-2-4-1024x408.png 1024w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/08\/new-arrival-in-research-2-4-300x119.png 300w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/08\/new-arrival-in-research-2-4-768x306.png 768w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/08\/new-arrival-in-research-2-4-240x96.png 240w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/08\/new-arrival-in-research-2-4.png 1268w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\">\u56fe2\uff1aKOSMOS-2.5 \u67b6\u6784\u56fe<\/figcaption><\/figure>\n\n\n\n<p>\u4e3a\u4e86\u8bad\u7ec3\u8fd9\u4e2a\u6a21\u578b\uff0c\u7814\u7a76\u5458\u4eec\u51c6\u5907\u4e86\u4e00\u4e2a\u5e9e\u5927\u7684\u51713.2\u4ebf\u7684\u6570\u636e\u96c6\u8fdb\u884c\u9884\u8bad\u7ec3\u3002\u8be5\u6570\u636e\u96c6\u5305\u542b\u5404\u79cd\u7c7b\u578b\u7684\u6587\u672c\u5bc6\u96c6\u56fe\u50cf\uff0c\u5176\u4e2d\u5305\u62ec\u5e26\u6709\u8fb9\u754c\u6846\u7684\u6587\u672c\u884c\u548c\u7eaf\u6587\u672c\u7684 Markdown \u683c\u5f0f\u3002<\/p>\n\n\n\n<p>KOSMOS-2.5 \u5728\u4e24\u4e2a\u4efb\u52a1\u4e0a\u8fdb\u884c\u4e86\u8bc4\u4f30\uff1a\u7aef\u5230\u7aef\u7684\u6587\u6863\u7ea7\u6587\u672c\u8bc6\u522b\u548c\u4ece\u56fe\u50cf\u4e2d\u751f\u6210\u7684 Markdown \u683c\u5f0f\u6587\u672c\u3002\u5b9e\u9a8c\u7ed3\u679c\u5c55\u793a\u4e86 KOSMOS-2.5 \u5728\u7406\u89e3\u6587\u672c\u5bc6\u96c6\u7684\u56fe\u50cf\u4efb\u52a1\u65b9\u9762\u7684\u51fa\u8272\u8868\u73b0\u3002\u6b64\u5916\uff0cKOSMOS-2.5 \u5728\u5c11\u6837\u672c\u5b66\u4e60\u548c\u96f6\u6837\u672c\u5b66\u4e60\u7684\u573a\u666f\u4e2d\u4e5f\u5c55\u73b0\u4e86\u6709\u524d\u666f\u7684\u80fd\u529b\uff0c\u4f7f\u5176\u6210\u4e3a\u5904\u7406\u6587\u672c\u4e30\u5bcc\u56fe\u50cf\u7684\u5b9e\u9645\u5e94\u7528\u7684\u591a\u529f\u80fd\u5de5\u5177\u3002\u7814\u7a76\u5458\u4eec\u5e0c\u671b\u8be5\u7814\u7a76\u6700\u7ec8\u53ef\u4ee5\u5f00\u53d1\u51fa\u4e00\u79cd\u80fd\u6709\u6548\u89e3\u91ca\u89c6\u89c9\u548c\u6587\u672c\u6570\u636e\u7684\u6a21\u578b\uff0c\u5e76\u5728\u66f4\u591a\u6587\u672c\u5bc6\u96c6\u578b\u591a\u6a21\u6001\u4efb\u52a1\u4e2d\u8fdb\u884c\u63a8\u5e7f\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"research3\">PromptTTS 2\uff1a\u5229\u7528\u6587\u672c\u63cf\u8ff0\u521b\u9020\u8bed\u97f3\u5408\u6210\u7684\u97f3\u8272\u548c\u98ce\u683c<\/h3>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"575\" height=\"180\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/08\/new-arrival-in-research-2-5.png\" alt=\"paper screenshot\" class=\"wp-image-1073133\" srcset=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/08\/new-arrival-in-research-2-5.png 575w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/08\/new-arrival-in-research-2-5-300x94.png 300w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/08\/new-arrival-in-research-2-5-240x75.png 240w\" sizes=\"auto, (max-width: 575px) 100vw, 575px\" \/><\/figure>\n\n\n\n<p>\u8bba\u6587\u94fe\u63a5\uff1ahttps:\/\/arxiv.org\/abs\/2309.02285<\/p>\n\n\n\n<p>Demo\u94fe\u63a5\uff1ahttps:\/\/speechresearch.github.io\/prompttts2<\/p>\n\n\n\n<p>\u8bed\u97f3\u5408\u6210\u7cfb\u7edf\u8fd1\u5e74\u6765\u5728\u53ef\u8bc6\u522b\u5ea6\u548c\u81ea\u7136\u5ea6\u65b9\u9762\u90fd\u53d6\u5f97\u4e86\u5de8\u5927\u8fdb\u5c55\uff0c\u9664\u4e86\u8bed\u97f3\u5408\u6210\u7684\u5185\u5bb9\uff0c\u8fd8\u80fd\u901a\u8fc7\u6a21\u4eff\u53c2\u8003\u8bed\u97f3\u7684\u98ce\u683c\u548c\u97f3\u8272\uff0c\u751f\u6210\u4e0e\u5176\u98ce\u683c\u4e00\u81f4\u7684\u8bed\u97f3\u3002\u7136\u800c\uff0c\u83b7\u5f97\u5408\u9002\u7684\u53c2\u8003\u8bed\u97f3\u5e76\u4e0d\u5bb9\u6613\uff0c\u56e0\u6b64\u4f7f\u7528\u6587\u672c\u63cf\u8ff0\uff08Text Prompt\uff09\u6765\u63a7\u5236\u97f3\u8272\u662f\u4e00\u79cd\u66f4\u52a0\u4fbf\u6377\u7684\u65b9\u6cd5\uff0c\u53ef\u7528\u4e8e\u8bed\u97f3\u52a9\u624b\u3001\u865a\u62df\u4e3b\u6301\u548c\u6709\u58f0\u4e66\u7c4d\u7b49\u9886\u57df\u3002<\/p>\n\n\n\n<p>\u57fa\u4e8e\u6587\u672c\u63cf\u8ff0\u63a7\u5236\u8bed\u97f3\u5408\u6210\u7684\u97f3\u8272\u548c\u98ce\u683c\u76ee\u524d\u4e3b\u8981\u9762\u4e34\u4e24\u4e2a\u6311\u6218\uff1a\u7b2c\u4e00\u4e2a\u6311\u6218\u662f\u4e00\u5bf9\u591a\u7684\u95ee\u9898\uff0c\u56e0\u4e3a\u63cf\u8ff0\u6587\u672c\u65e0\u6cd5\u6db5\u76d6\u6240\u6709\u8bed\u97f3\u7ec6\u8282\uff0c\u8fd9\u5c31\u5bfc\u81f4\u8bad\u7ec3\u96c6\u4e2d\u5bf9\u5e94\u540c\u4e00\u4e2a\u6587\u672c\u63cf\u8ff0\u7684\u8bed\u97f3\u53ef\u80fd\u5728\u97f3\u8272\u548c\u98ce\u683c\u4e0a\u6709\u5dee\u5f02\uff0c\u4f1a\u5f71\u54cd\u6a21\u578b\u8bad\u7ec3\uff1b\u7b2c\u4e8c\u4e2a\u6311\u6218\u662f\u6570\u636e\u91cf\uff0c\u5bf9\u8bed\u97f3\u7684\u97f3\u8272\u548c\u98ce\u683c\u63cf\u8ff0\u7684\u6570\u636e\u975e\u5e38\u7a00\u5c11\uff0c\u9700\u8981\u5927\u91cf\u4eba\u5de5\u7f16\u5199\u6587\u672c\u63cf\u8ff0\uff0c\u589e\u52a0\u6210\u672c\u3002<\/p>\n\n\n\n<p>\u4e3a\u4e86\u89e3\u51b3\u8fd9\u4e9b\u95ee\u9898\uff0c\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u7684\u7814\u7a76\u5458\u4eec\u63d0\u51fa\u4e86 PromptTTS 2\u3002\u5b83\u5305\u542b\u4e00\u4e2a\u53d8\u5f02\u7f51\u7edc\uff08variation network\uff09\u6765\u9884\u6d4b\u6587\u672c\u63cf\u8ff0\u4e2d\u7f3a\u5931\u7684\u7ec6\u8282\u53d8\u5316\u6027\u4fe1\u606f\uff0c\u4ece\u800c\u652f\u6301\u751f\u6210\u591a\u4e2a\u7b26\u5408\u6587\u672c\u63cf\u8ff0\u4f46\u5728\u97f3\u8272\u548c\u98ce\u683c\u4e0a\u4e0d\u540c\u7684\u58f0\u97f3\u3002\u4e3a\u4e86\u89e3\u51b3\u6570\u636e\u91cf\u95ee\u9898\uff0cPromptTTS 2 \u8fd8\u5305\u62ec\u81ea\u52a8\u6587\u672c\u63cf\u8ff0\u751f\u6210\u5de5\u5177\uff0c\u901a\u8fc7\u8bed\u97f3\u7406\u89e3\u6a21\u578b\u548c\u5927\u578b\u8bed\u8a00\u6a21\u578b\uff08LLMs\uff09\u81ea\u52a8\u4ea7\u751f\u6587\u672c\u63cf\u8ff0\uff0c\u63d0\u9ad8\u8bed\u97f3\u5408\u6210\u8d28\u91cf\u3002<\/p>\n\n\n\n<p><\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"693\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/08\/new-arrival-in-research-2-6-1024x693.jpg\" alt=\"\u56fe3\uff1aPromptTTS 2 \u4e2d\u7684 TTS \u7cfb\u7edf\" class=\"wp-image-1073136\" srcset=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/08\/new-arrival-in-research-2-6-1024x693.jpg 1024w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/08\/new-arrival-in-research-2-6-300x203.jpg 300w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/08\/new-arrival-in-research-2-6-768x519.jpg 768w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/08\/new-arrival-in-research-2-6-240x162.jpg 240w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/08\/new-arrival-in-research-2-6.jpg 1267w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\">\u56fe3\uff1aPromptTTS 2 \u4e2d\u7684 TTS \u7cfb\u7edf<\/figcaption><\/figure>\n\n\n\n<p>\u56fe3\u5c55\u793a\u4e86 PromptTTS 2 \u4e2d\u7684 TTS \u7cfb\u7edf\u3002\u56fe3\uff08a\uff09\u662f\u4e00\u4e2a\u7528\u4e8e\u5408\u6210\u8bed\u97f3\u7684 TTS \u6a21\u5757\uff0c\u5408\u6210\u7ed3\u679c\u7684\u98ce\u683c\u548c\u97f3\u8272\u7531\u4e00\u4e2a\u98ce\u683c\u6a21\u5757\uff08style module\uff09\u63a7\u5236\u3002\u56fe3\uff08b\uff09\u8be6\u7ec6\u4ecb\u7ecd\u4e86\u98ce\u683c\u6a21\u5757\u7684\u7ed3\u6784\u3002\u5b83\u5305\u542b\u4e24\u4e2a\u7f16\u7801\u5668\uff0c\u53ef\u4ee5\u4ece\u6587\u672c\u63cf\u8ff0\u548c\u53c2\u8003\u8bed\u97f3\u4e2d\u63d0\u53d6\u63a7\u5236\u7279\u5f81\u3002\u867d\u7136\u5728\u8bad\u7ec3\u7684\u65f6\u5019\u7814\u7a76\u5458\u4eec\u4f7f\u7528\u53c2\u8003\u8bed\u97f3\u8865\u5145\u4e86\u6587\u672c\u63cf\u8ff0\u4e2d\u4e0d\u5b58\u5728\u7684\u7ec6\u8282\u4fe1\u606f\uff0c\u89e3\u51b3\u4e86\u4e00\u5bf9\u591a\u95ee\u9898\uff0c\u4f46\u662f\u5728\u6d4b\u8bd5\u65f6\uff0c\u53c2\u8003\u8bed\u97f3\u662f\u4e0d\u5b58\u5728\u7684\u3002\u56e0\u6b64\u7814\u7a76\u5458\u4eec\u8bad\u7ec3\u4e86\u4e00\u4e2a\u53d8\u5f02\u7f51\u7edc\u6765\u6839\u636e\u6587\u672c\u63cf\u8ff0\u7279\u5f81\u9884\u6d4b\u7ec6\u8282\u7684\u53d8\u5316\u6027\u7279\u5f81\uff0c\u5982\u56fe3\uff08c\uff09\u6240\u793a\u3002\u901a\u8fc7\u5229\u7528\u6269\u6563\u6a21\u578b\uff0c\u53d8\u5f02\u7f51\u7edc\u53ef\u4ee5\u91c7\u6837\u51fa\u591a\u4e2a\u4e0d\u540c\u7684\u7ec6\u8282\u7279\u5f81\uff0c\u4ece\u800c\u4ea7\u751f\u51fa\u66f4\u6709\u53d8\u5316\u6027\u7684\u58f0\u97f3\u4f9b\u7528\u6237\u4f7f\u7528\u3002<\/p>\n\n\n\n<p>\u9664\u4e86\u8bed\u97f3\u5408\u6210\u7cfb\u7edf\uff0cPromptTTS 2 \u8fd8\u5305\u62ec\u4e00\u4e2a\u81ea\u52a8\u5316\u7684\u6587\u672c\u63cf\u8ff0\u751f\u6210\u5de5\u5177\uff0c\u6574\u4e2a\u5de5\u5177\u7531\u8bed\u97f3\u7406\u89e3\u6a21\u578b\uff08SLU\uff09\u90e8\u5206\u548c\u5927\u578b\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09\u90e8\u5206\u7ec4\u6210\uff1aSLU \u90e8\u5206\u901a\u8fc7\u8bc6\u522b\u8bed\u97f3\u4e2d\u7684\u5c5e\u6027\uff08\u4f8b\u5982\u6027\u522b\u3001\u60c5\u611f\u7b49\uff09\u6765\u7ed9\u8bed\u97f3\u6253\u6807\u7b7e\uff1b\u800c LLM \u90e8\u5206\u5219\u6839\u636e\u8fd9\u4e9b\u6807\u7b7e\u5f15\u5bfc LLM \u7f16\u5199\u9ad8\u8d28\u91cf\u7684\u6587\u672c\u63cf\u8ff0\u3002<\/p>\n\n\n\n<p>\u4e0b\u9762\u5c55\u793a\u4e00\u4e9b\u97f3\u8272\u548c\u98ce\u683c\u63a7\u5236\u7684\u4f8b\u5b50\uff1a<\/p>\n\n\n\n<p><em>\u6587\u672c\u63cf\u8ff0\uff1aPlease ask a man with a normal voice to say: Fire a whole platoon, Major.<\/em><\/p>\n\n\n\n<figure class=\"wp-block-audio\"><audio controls src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/08\/audio1.wav\"><\/audio><\/figure>\n\n\n\n<p><em>\u6587\u672c\u63cf\u8ff0\uff1aPlease ask a woman with a normal voice to say: Fire a whole platoon, Major.<\/em><\/p>\n\n\n\n<figure class=\"wp-block-audio\"><audio controls src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/08\/audio2.wav\"><\/audio><\/figure>\n\n\n\n<p>PromptTTS 2 \u53ef\u4ee5\u4ea7\u751f\u591a\u4e2a\u7b26\u5408\u6587\u672c\u63cf\u8ff0\u7684\u58f0\u97f3\uff0c\u4ee5\u4e0b\u4e3a\u6a21\u578b\u4ea7\u751f\u7684\u4e09\u4e2a\u5973\u4f4e\u97f3\u3002<\/p>\n\n\n\n<p><em>\u6587\u672c\u63cf\u8ff0: I want a low pitched female voice: Delaney had read one or two works on psychic phenomena and understood from them that spirit projection was not only quite feasible but far from uncommon.<\/em><\/p>\n\n\n\n<figure class=\"wp-block-audio\"><audio controls src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/08\/audio3.wav\"><\/audio><\/figure>\n\n\n\n<p><em>\u6587\u672c\u63cf\u8ff0: I want a low pitched female voice: And in this additional chapter to amplify and fortify, here and there, the result must necessarily be disconnected but a glance at the index will point the way to what is new.<\/em><\/p>\n\n\n\n<figure class=\"wp-block-audio\"><audio controls src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/08\/audio4.wav\"><\/audio><\/figure>\n\n\n\n<p><em>\u6587\u672c\u63cf\u8ff0: I want a low pitched female voice: If you wore the pink bonnet, I&#8217;ll give it to you, and I&#8217;ll back you up again, Mrs. Danvey. I think you might have done something with our member, as my father calls him, when you had him for so long in the house, but altogether.<\/em><\/p>\n\n\n\n<figure class=\"wp-block-audio\"><audio controls src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/08\/audio5.wav\"><\/audio><\/figure>\n\n\n\n<p>\u9a8c\u8bc1\u5b9e\u9a8c\u8868\u660e\uff0c\u76f8\u6bd4\u4e8e\u57fa\u7ebf\u7cfb\u7edf\uff0cPromptTTS 2 \u53ef\u4ee5\u5728\u6240\u6709\u5c5e\u6027\u4e0a\u4ee5\u66f4\u9ad8\u7684\u51c6\u786e\u5ea6\u5408\u6210\u8bed\u97f3\uff1b\u81ea\u52a8\u5316\u7684\u6587\u672c\u63cf\u8ff0\u751f\u6210\u5de5\u5177\u53ef\u4ee5\u751f\u6210\u8d28\u91cf\u7565\u9ad8\u4e8e\u4eba\u5de5\u64b0\u5199\u7684\u6587\u672c\u8868\u8ff0\u3002\u5728\u672a\u6765\uff0cPromptTTS 2 \u5c06\u4f1a\u88ab\u6269\u5c55\u5230\u66f4\u591a\u7684\u7ef4\u5ea6\u548c\u6a21\u6001\uff0c\u4ece\u800c\u5408\u6210\u66f4\u52a0\u6709\u521b\u9020\u529b\u7684\u58f0\u97f3\u548c\u5b9e\u73b0\u591a\u6a21\u6001\uff08\u8bed\u97f3\u3001\u6587\u672c\u63cf\u8ff0\u3001\u9762\u90e8\u56fe\u50cf\u7b49\uff09\u5bf9\u58f0\u97f3\u7684\u63a7\u5236\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"research4\">InteRecAgent\uff1a\u57fa\u4e8e\u5927\u578b\u8bed\u8a00\u6a21\u578b\u7684\u4ea4\u4e92\u5f0f\u63a8\u8350\u667a\u80fd\u4f53<\/h3>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"975\" height=\"232\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/08\/new-arrival-in-research-2-7.png\" alt=\"paper screenshot\" class=\"wp-image-1073154\" srcset=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/08\/new-arrival-in-research-2-7.png 975w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/08\/new-arrival-in-research-2-7-300x71.png 300w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/08\/new-arrival-in-research-2-7-768x183.png 768w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/08\/new-arrival-in-research-2-7-240x57.png 240w\" sizes=\"auto, (max-width: 975px) 100vw, 975px\" \/><\/figure>\n\n\n\n<p>\u8bba\u6587\u94fe\u63a5\uff1ahttps:\/\/arxiv.org\/pdf\/2308.16505.pdf<\/p>\n\n\n\n<p>\u9879\u76ee\u94fe\u63a5\uff1ahttps:\/\/aka.ms\/recagent<\/p>\n\n\n\n<p>\u5927\u578b\u8bed\u8a00\u6a21\u578b\u5df2\u7ecf\u8868\u73b0\u51fa\u4e86\u5f3a\u5927\u7684\u8bed\u8a00\u8868\u8fbe\u80fd\u529b\uff0c\u4eba\u7c7b\u6307\u4ee4\u9075\u5faa\u80fd\u529b\uff0c\u4ee5\u53ca\u63a8\u7406\u548c\u89e3\u91ca\u7684\u80fd\u529b\u3002\u76f8\u5173\u7684\u6280\u672f\u5f88\u53ef\u80fd\u4f7f\u5f97\u63a8\u8350\u7cfb\u7edf\u4ece\u4f20\u7edf\u7684\u7528\u6237\u88ab\u52a8\u63a5\u6536\u63a8\u8350\u4fe1\u606f\uff0c\u8f6c\u53d8\u5230\u53ef\u5bf9\u8bdd\u3001\u53ef\u63a7\u5236\u7684\u667a\u80fd\u4ea4\u4e92\u65b9\u5f0f\u3002\u4f46\u662f\u5df2\u6709\u7814\u7a76\u8868\u660e\u76f4\u63a5\u5e94\u7528\u5927\u578b\u8bed\u8a00\u6a21\u578b\u505a\u4ea4\u4e92\u5f0f\u63a8\u8350\u5b58\u5728\u8bb8\u591a\u5f0a\u7aef\uff0c\u4f8b\u5982\u7f3a\u4e4f\u65b0\u52a0\u5165\u7684\u77e5\u8bc6\uff1b\u65e0\u6cd5\u77e5\u6653\u9886\u57df\u5185\u7684\u7269\u54c1\u6761\u76ee\uff1b\u5b58\u5728\u4e00\u5b9a\u7684\u5e7b\u89c9\uff0c\u5373\u63a8\u8350\u7ed9\u7528\u6237\u4e0d\u5b58\u5728\u7684\u7269\u54c1\u7b49\u3002<\/p>\n\n\n\n<p>\u4e3a\u4e86\u89e3\u51b3\u8fd9\u4e9b\u95ee\u9898\uff0c\u7814\u7a76\u5458\u4eec\u63d0\u51fa\u4e86\u4e00\u79cd\u57fa\u4e8e\u201c\u5927\u578b\u8bed\u8a00\u6a21\u578b+\u5de5\u5177\u201d\u65b9\u6848\u7684\u4ea4\u4e92\u5f0f\u63a8\u8350\u667a\u80fd\u4f53\uff1aInteRecAgent\u3002\u5176\u7531\u4e24\u90e8\u5206\u6784\u6210\uff0c\u5373\u4f5c\u4e3a\u5927\u8111\u7684\u5927\u578b\u8bed\u8a00\u6a21\u578b\u548c\u4f5c\u4e3a\u5de5\u5177\u7684\u63a8\u8350\u6a21\u578b\u3002\u5927\u578b\u8bed\u8a00\u6a21\u578b\u8d1f\u8d23\u89e3\u6790\u7528\u6237\u610f\u56fe\u5e76\u4ea7\u751f\u5de5\u5177\u8c03\u7528\u65b9\u6848\uff0c\u4ee5\u53ca\u6839\u636e\u5de5\u5177\u6267\u884c\u7ed3\u679c\u751f\u6210\u56de\u7b54\u3002\u63a8\u8350\u5de5\u5177\u5219\u7531\u67e5\u8be2\u3001\u53ec\u56de\u3001\u6392\u5e8f\u4e09\u5927\u7c7b\u5de5\u5177\u6784\u6210\uff0c\u8d1f\u8d23\u6267\u884c\u7528\u6237\u7684\u5404\u7c7b\u67e5\u8be2\u548c\u4ea7\u751f\u9700\u8981\u7684\u63a8\u8350\u3002<\/p>\n\n\n\n<p><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"920\" height=\"323\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/08\/new-arrival-in-research-2-8.png\" alt=\"\u56fe4\uff1aInteRecAgent \u6574\u4f53\u6846\u67b6\u793a\u610f\u56fe\" class=\"wp-image-1073157\" srcset=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/08\/new-arrival-in-research-2-8.png 920w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/08\/new-arrival-in-research-2-8-300x105.png 300w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/08\/new-arrival-in-research-2-8-768x270.png 768w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/08\/new-arrival-in-research-2-8-240x84.png 240w\" sizes=\"auto, (max-width: 920px) 100vw, 920px\" \/><figcaption class=\"wp-element-caption\">\u56fe4\uff1aInteRecAgent \u6574\u4f53\u6846\u67b6\u793a\u610f\u56fe<\/figcaption><\/figure>\n\n\n\n<p>InteRecAgent \u4ece\u79bb\u7ebf\u6837\u672c\u5e93\u4e2d\u52a8\u6001\u9009\u62e9\u6837\u672c\u4f5c\u4e3a\u793a\u4f8b\uff0c\u6784\u6210\u63d0\u793a\u8bcd\u4e2d\u8bed\u5883\u5b66\u4e60\u7684\u90e8\u5206\u3002\u5927\u6a21\u578b\u4f1a\u6839\u636e\u5f53\u524d\u7528\u6237\u7684\u610f\u56fe\uff0c\u62df\u51fa\u5b8c\u6574\u7684\u63a8\u8350\u5de5\u5177\u8c03\u7528\u65b9\u6848\uff0c\u7136\u540e\u5404\u4e2a\u5de5\u5177\u4f9d\u6b21\u6267\u884c\u5bf9\u5e94\u7684\u4efb\u52a1\u3002\u5728\u6267\u884c\u5b8c\u6210\u540e\uff0c\u4e3a\u4e86\u4fdd\u969c\u63a8\u8350\u7684\u8d28\u91cf\uff0cInteRecAgent \u4f7f\u7528\u4e86\u53cd\u601d\u673a\u5236\uff0c\u4e00\u65e6\u68c0\u6d4b\u5230\u6267\u884c\u8fc7\u7a0b\u4e2d\u51fa\u73b0\u95ee\u9898\uff0c\u5c31\u5c06\u91cd\u65b0\u5236\u5b9a\u8ba1\u5212\u5e76\u6267\u884c\u3002\u6700\u7ec8\u63a8\u8350\u5de5\u5177\u5f97\u5230\u7684\u7269\u54c1\u5c06\u88ab\u5927\u578b\u8bed\u8a00\u6a21\u578b\u751f\u6210\u56de\u590d\u63a8\u8350\u7ed9\u7528\u6237\u3002<\/p>\n\n\n\n<p>\u5b9e\u9a8c\u7ed3\u679c\u8868\u660e\uff0c\u5728\u591a\u4e2a\u6570\u636e\u96c6\u4e0a InteRecAgent \u7684\u63a8\u8350\u51c6\u786e\u5ea6\u76f8\u6bd4\u4e8e\u73b0\u6709\u7684\u5927\u578b\u8bed\u8a00\u6a21\u578b\u90fd\u6709\u6240\u63d0\u5347\uff1b\u5e76\u4e14\u7531\u4e8e\u63a8\u8350\u7ed3\u679c\u5747\u6765\u81ea\u4e8e\u9886\u57df\u5185\u7684\u6761\u76ee\uff0c\u6240\u4ee5\u4e0d\u4f1a\u63a8\u8350\u51fa\u4e0d\u5b58\u5728\u7684\u7269\u54c1\uff0c\u6539\u5584\u4e86\u5927\u578b\u8bed\u8a00\u6a21\u578b\u5728\u63a8\u8350\u4efb\u52a1\u4e0a\u7684\u5e7b\u89c9\u73b0\u8c61\u3002InteRecAgent \u53ea\u662f\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u793e\u4f1a\u8ba1\u7b97\u7ec4\u5173\u4e8e\u5982\u4f55\u5c06\u5927\u578b\u8bed\u8a00\u6a21\u578b\u5f15\u5165\u63a8\u8350\u7cfb\u7edf\u7814\u7a76\u5de5\u4f5c\u4e2d\u7684\u4e00\u90e8\u5206\uff0c\u672a\u6765\u7814\u7a76\u5458\u4eec\u8fd8\u5c06\u7ee7\u7eed\u5728\u8fd9\u65b9\u9762\u8fdb\u884c\u6df1\u5165\u7684\u63a2\u7d22\u3002<\/p>\n\n\n\n<p><em>\u968f\u7740\u4eba\u5de5\u667a\u80fd\u6280\u672f\u7684\u5feb\u901f\u53d1\u5c55\uff0c\u786e\u4fdd\u76f8\u5173\u6280\u672f\u80fd\u88ab\u4eba\u4eec\u4fe1\u8d56\u662f\u4e00\u4e2a\u9700\u8981\u653b\u575a\u7684\u95ee\u9898\u3002\u5fae\u8f6f\u4e3b\u52a8\u91c7\u53d6\u4e86\u4e00\u7cfb\u5217\u63aa\u65bd\u6765\u9884\u5224\u548c\u964d\u4f4e\u4eba\u5de5\u667a\u80fd\u6280\u672f\u6240\u5e26\u6765\u7684\u98ce\u9669\u3002\u5fae\u8f6f\u81f4\u529b\u4e8e\u4f9d\u7167\u4ee5\u4eba\u4e3a\u672c\u7684\u4f26\u7406\u539f\u5219\u63a8\u8fdb\u4eba\u5de5\u667a\u80fd\u7684\u53d1\u5c55\uff0c\u65e9\u57282018\u5e74\u5c31\u53d1\u5e03\u4e86\u201c\u516c\u5e73\u3001\u5305\u5bb9\u3001\u53ef\u9760\u4e0e\u5b89\u5168\u3001\u900f\u660e\u3001\u9690\u79c1\u4e0e\u4fdd\u969c\u3001\u8d1f\u8d23\u201d\u516d\u4e2a\u8d1f\u8d23\u4efb\u7684\u4eba\u5de5\u667a\u80fd\u539f\u5219\uff08Responsible AI Principles\uff09\uff0c\u968f\u540e\u53c8\u53d1\u5e03\u4e86\u8d1f\u8d23\u4efb\u7684\u4eba\u5de5\u667a\u80fd\u6807\u51c6\uff08Responsible AI Standards\uff09\u5c06\u5404\u9879\u539f\u5219\u5b9e\u65bd\u843d\u5730\uff0c\u5e76\u8bbe\u7f6e\u4e86\u6cbb\u7406\u67b6\u6784\u786e\u4fdd\u5404\u56e2\u961f\u628a\u5404\u9879\u539f\u5219\u548c\u6807\u51c6\u843d\u5b9e\u5230\u65e5\u5e38\u5de5\u4f5c\u4e2d\u3002\u5fae\u8f6f\u4e5f\u6301\u7eed\u4e0e\u5168\u7403\u7684\u7814\u7a76\u4eba\u5458\u548c\u5b66\u672f\u673a\u6784\u5408\u4f5c\uff0c\u4e0d\u65ad\u63a8\u8fdb\u8d1f\u8d23\u4efb\u7684\u4eba\u5de5\u667a\u80fd\u7684\u5b9e\u8df5\u548c\u6280\u672f\u3002<\/em><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u7f16\u8005\u6309\uff1a\u6b22\u8fce\u9605\u8bfb\u201c\u79d1\u7814\u4e0a\u65b0\u201d\u680f\u76ee\uff01\u201c\u79d1\u7814\u4e0a\u65b0\u201d\u6c47\u805a\u4e86\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u6700\u65b0\u7684\u521b\u65b0\u6210\u679c\u4e0e\u79d1\u7814\u52a8\u6001\u3002\u5728\u8fd9\u91cc\uff0c\u4f60\u53ef\u4ee5\u5feb\u901f\u6d4f\u89c8\u7814\u7a76\u9662\u7684\u4eae\u70b9\u8d44\u8baf\uff0c\u4fdd\u6301\u5bf9\u524d\u6cbf\u9886\u57df\u7684\u654f\u9510\u55c5\u89c9\uff0c\u540c\u65f6\u4e5f\u80fd\u627e\u5230\u5148\u8fdb\u5b9e\u7528\u7684\u5f00\u6e90\u5de5\u5177\u3002 \u672c\u671f\u5185\u5bb9\u901f\u89c8 01. AniPortraitGAN\uff1a\u53ef\u9a71\u52a8\u7684\u771f\u5b9e\u611f3D\u8096\u50cf\u751f\u6210 02. KOSMOS-2.5\uff1a\u9605\u8bfb\u6587\u672c\u5bc6\u96c6\u56fe\u50cf\u7684\u591a\u6a21\u6001\u5927\u578b\u8bed\u8a00\u6a21\u578b 03. PromptTTS 2\uff1a\u5229\u7528\u6587\u672c\u63cf\u8ff0\u521b\u9020\u8bed\u97f3\u5408\u6210\u7684\u97f3\u8272\u548c\u98ce\u683c 04. 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