{"id":21605,"date":"2024-10-31T18:06:41","date_gmt":"2024-10-31T10:06:41","guid":{"rendered":"http:\/\/139.9.1.231\/?p=21605"},"modified":"2024-11-02T13:16:08","modified_gmt":"2024-11-02T05:16:08","slug":"maskgct-tts","status":"publish","type":"post","link":"http:\/\/139.9.1.231\/index.php\/2024\/10\/31\/maskgct-tts\/","title":{"rendered":"MaskGCT-\u56fd\u4ea7\u6700\u5f3aTTS\u8bed\u97f3\u5927\u6a21\u578b"},"content":{"rendered":"\n<ul><li>\u8bba\u6587\u94fe\u63a5\uff1a<a rel=\"noreferrer noopener\" href=\"https:\/\/arxiv.org\/abs\/2409.00750\" target=\"_blank\">https:\/\/arxiv.org\/abs\/2409.00750<\/a><\/li><li>\u6837\u4f8b\u5c55\u793a\uff1a<a rel=\"noreferrer noopener\" href=\"https:\/\/maskgct.github.io\" target=\"_blank\">https:\/\/maskgct.github.io<\/a><\/li><li>\u6a21\u578b\u4e0b\u8f7d\uff1a<a rel=\"noreferrer noopener\" href=\"https:\/\/huggingface.co\/amphion\/maskgct\" target=\"_blank\">https:\/\/huggingface.co\/amphion\/maskgct<\/a><\/li><li>Demo \u5c55\u793a\uff1a<a rel=\"noreferrer noopener\" href=\"https:\/\/huggingface.co\/spaces\/amphion\/maskgct\" target=\"_blank\">https:\/\/huggingface.co\/spaces\/amphion\/maskgct<\/a><\/li><li>\u9879\u76ee\u5730\u5740\uff1a<a href=\"https:\/\/github.com\/open-mmlab\/Amphion\/tree\/main\/models\/tts\/maskgct\">https:\/\/github.com\/open-mmlab\/Amphion\/tree\/main\/models\/tts\/maskgct<\/a><\/li><li>\u516c\u6d4b\u5e94\u7528\uff1a<a href=\"http:\/\/voice.funnycp.com\" target=\"_blank\" rel=\"noreferrer noopener\">voice.funnycp.com<\/a><\/li><\/ul>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter size-full is-resized\"><img loading=\"lazy\" src=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/10\/image-145.png\" alt=\"\" class=\"wp-image-21642\" width=\"428\" height=\"165\" srcset=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/10\/image-145.png 1006w, http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/10\/image-145-300x116.png 300w, http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/10\/image-145-768x296.png 768w\" sizes=\"(max-width: 428px) 100vw, 428px\" \/><\/figure><\/div>\n\n\n\n<p>\u8fd1\u671f\uff0c\u6e2f\u4e2d\u5927\uff08\u6df1\u5733\uff09\u8054\u624b\u8da3\u4e38\u79d1\u6280\u8054\u5408\u63a8\u51fa\u4e86\u65b0\u4e00\u4ee3\u5927\u89c4\u6a21\u58f0\u97f3\u514b\u9686 TTS \u6a21\u578b \u2014\u2014MaskGCT\u3002\u8be5\u6a21\u578b\u5728\u5305\u542b <strong>10 \u4e07\u5c0f\u65f6\u591a\u8bed\u8a00\u6570\u636e\u7684 Emilia \u6570\u636e\u96c6<\/strong>\u4e0a\u8fdb\u884c\u8bad\u7ec3\uff0c\u5c55\u73b0\u51fa\u8d85\u81ea\u7136\u7684\u8bed\u97f3\u514b\u9686\u3001\u98ce\u683c\u8fc1\u79fb\u4ee5\u53ca\u8de8\u8bed\u8a00\u751f\u6210\u80fd\u529b\uff0c\u540c\u65f6\u4fdd\u6301\u4e86\u8f83\u5f3a\u7684\u7a33\u5b9a\u6027\u3002MaskGCT \u5df2\u5728\u9999\u6e2f\u4e2d\u6587\u5927\u5b66\uff08\u6df1\u5733\uff09\u4e0e\u4e0a\u6d77\u4eba\u5de5\u667a\u80fd\u5b9e\u9a8c\u5ba4\u8054\u5408\u5f00\u53d1\u7684\u5f00\u6e90\u7cfb\u7edf Amphion \u53d1\u5e03\u3002<\/p>\n\n\n\n\n\n<p>\u672c\u6587\u4ecb\u7ecd\u4e86\u4e00\u79cd\u540d\u4e3a<strong> Masked Generative Codec Transformer\uff08MaskGCT\uff09<\/strong>\u7684\u5168\u975e\u81ea\u56de\u5f52 TTS \u6a21\u578b\u3002<\/p>\n\n\n\n<p>\u73b0\u6709\u5927\u89c4\u6a21\u6587\u672c\u5230\u8bed\u97f3\uff08TTS\uff09\u7cfb\u7edf\u901a\u5e38\u5206\u4e3a\u81ea\u56de\u5f52\u548c\u975e\u81ea\u56de\u5f52\u7cfb\u7edf\u3002<strong>\u81ea\u56de\u5f52\u7cfb\u7edf\u9690\u5f0f\u5730\u5efa\u6a21\u6301\u7eed\u65f6\u95f4\uff0c\u4f46\u5728\u9c81\u68d2\u6027\u548c\u6301\u7eed\u65f6\u95f4\u53ef\u63a7\u6027\u65b9\u9762\u5b58\u5728\u4e00\u5b9a\u7f3a\u9677\u3002\u975e\u81ea\u56de\u5f52\u7cfb\u7edf\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u9700\u8981\u663e\u5f0f\u7684\u6587\u672c\u4e0e\u8bed\u97f3\u5bf9\u9f50\u4fe1\u606f\uff0c\u5e76\u9884\u6d4b\u8bed\u8a00\u5355\u5143\uff08\u5982\u97f3\u7d20\uff09\u7684\u6301\u7eed\u65f6\u95f4\uff0c\u8fd9\u53ef\u80fd\u4f1a\u5f71\u54cd\u5176\u81ea\u7136\u5ea6\u3002<\/strong><\/p>\n\n\n\n<p><strong>\u8be5\u6a21\u578b\u6d88\u9664\u4e86\u6587\u672c\u4e0e\u8bed\u97f3\u76d1\u7763\u4e4b\u95f4\u7684\u663e\u5f0f\u5bf9\u9f50\u9700\u6c42\uff0c\u4ee5\u53ca\u97f3\u7d20\u7ea7\u6301\u7eed\u65f6\u95f4\u9884\u6d4b\u3002<\/strong>MaskGCT \u662f\u4e00\u4e2a\u4e24\u9636\u6bb5\u6a21\u578b\uff1a\u5728\u7b2c\u4e00\u9636\u6bb5\uff0c\u6a21\u578b\u4f7f\u7528\u6587\u672c\u9884\u6d4b\u4ece\u8bed\u97f3\u81ea\u76d1\u7763\u5b66\u4e60\uff08SSL\uff09\u6a21\u578b\u4e2d\u63d0\u53d6\u7684\u8bed\u4e49\u6807\u8bb0\uff1b\u5728\u7b2c\u4e8c\u9636\u6bb5\uff0c\u6a21\u578b\u57fa\u4e8e\u8fd9\u4e9b\u8bed\u4e49\u6807\u8bb0\u9884\u6d4b\u58f0\u5b66\u6807\u8bb0\u3002MaskGCT \u9075\u5faa\u63a9\u7801\u9884\u6d4b\u5b66\u4e60\u8303\u5f0f\u3002<strong>\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\uff0cMaskGCT \u5b66\u4e60\u6839\u636e\u7ed9\u5b9a\u7684\u6761\u4ef6\u548c\u63d0\u793a\u9884\u6d4b\u63a9\u7801\u7684\u8bed\u4e49\u6216\u58f0\u5b66\u6807\u8bb0\u3002\u5728\u63a8\u7406\u8fc7\u7a0b\u4e2d\uff0c\u6a21\u578b\u4ee5\u5e76\u884c\u65b9\u5f0f\u751f\u6210\u6307\u5b9a\u957f\u5ea6\u7684\u6807\u8bb0\u3002<\/strong>\u901a\u8fc7\u5bf9 10 \u4e07\u5c0f\u65f6\u7684\u81ea\u7136\u8bed\u97f3\u8fdb\u884c\u5b9e\u9a8c\uff0c\u7ed3\u679c\u8868\u660e MaskGCT \u5728\u8d28\u91cf\u3001\u76f8\u4f3c\u5ea6\u548c\u53ef\u7406\u89e3\u6027\u65b9\u9762\u4f18\u4e8e\u5f53\u524d\u6700\u5148\u8fdb\u7684\u96f6\u6837\u672c TTS \u7cfb\u7edf\u3002<\/p>\n\n\n\n<h3><strong>\u4e00\u3001\u65b9\u6cd5<\/strong><\/h3>\n\n\n\n<p>MaskGCT \u6a21\u578b\u7531\u56db\u4e2a\u4e3b\u8981\u7ec4\u4ef6\u7ec4\u6210\uff1a<\/p>\n\n\n\n<p>1. \u8bed\u97f3\u8bed\u4e49\u8868\u793a\u7f16\u89e3\u7801\u5668\uff1a\u5c06\u8bed\u97f3\u8f6c\u6362\u4e3a\u8bed\u4e49\u6807\u8bb0\u3002<\/p>\n\n\n\n<p>2. \u8bed\u97f3\u58f0\u5b66\u7f16\u89e3\u7801\u5668\uff1a\u4ece\u58f0\u5b66\u6807\u8bb0\u91cd\u5efa\u6ce2\u5f62\u3002<\/p>\n\n\n\n<p>3. \u6587\u672c\u5230\u8bed\u4e49\u6a21\u578b\u3010 \u975e\u81ea\u56de\u5f52Tranformer \u3011\uff1a\u4f7f\u7528\u6587\u672c\u548c\u63d0\u793a\u8bed\u4e49\u6807\u8bb0\u9884\u6d4b\u8bed\u4e49\u6807\u8bb0\u3002<\/p>\n\n\n\n<p>4. \u8bed\u4e49\u5230\u58f0\u5b66\u6a21\u578b\u3010\u975e\u81ea\u56de\u5f52Tranformer\u3011\uff1a\u57fa\u4e8e\u8bed\u4e49\u6807\u8bb0\u9884\u6d4b\u58f0\u5b66\u6807\u8bb0\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" width=\"1005\" height=\"165\" src=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/10\/image-144.png\" alt=\"\" class=\"wp-image-21637\" srcset=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/10\/image-144.png 1005w, http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/10\/image-144-300x49.png 300w, http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/10\/image-144-768x126.png 768w\" sizes=\"(max-width: 1005px) 100vw, 1005px\" \/><figcaption>\u6240\u63d0\u51fa\u7684\u4e24\u9636\u6bb5 MaskGCT \u6846\u67b6\u7684\u6982\u8ff0\u3002\u5b83\u7531\u56db\u4e2a\u4e3b\u8981\u90e8\u5206\u7ec4\u6210\uff1a\uff081\uff09\u8bed\u97f3\u8bed\u4e49\u8868\u793a\u7f16\u89e3\u7801\u5668\u5c06\u8bed\u97f3\u8f6c\u6362\u4e3a\u8bed\u4e49\u6807\u8bb0\uff1b (2)\u6587\u672c\u5230\u8bed\u4e49\u6a21\u578b\u7528\u6587\u672c\u548c\u63d0\u793a\u8bed\u4e49\u6807\u8bb0\u6765\u9884\u6d4b\u8bed\u4e49\u6807\u8bb0\uff1b (3) \u8bed\u4e49\u5230\u58f0\u5b66\u6a21\u578b\u9884\u6d4b\u4ee5\u8bed\u4e49\u6807\u8bb0\u4e3a\u6761\u4ef6\u7684\u58f0\u5b66\u6807\u8bb0\uff1b (4) \u8bed\u97f3\u58f0\u5b66\u7f16\u89e3\u7801\u5668\u6839\u636e\u58f0\u5b66\u6807\u8bb0\u91cd\u5efa\u6ce2\u5f62<\/figcaption><\/figure>\n\n\n\n<p>\u8bed\u97f3\u8bed\u4e49\u8868\u793a\u7f16\u89e3\u7801\u5668\u7528\u4e8e\u5c06\u8bed\u97f3\u8f6c\u6362\u4e3a\u79bb\u6563\u7684\u8bed\u4e49\u6807\u8bb0\uff0c\u8fd9\u4e9b\u6807\u8bb0\u901a\u5e38\u901a\u8fc7\u79bb\u6563\u5316\u6765\u81ea\u8bed\u97f3\u81ea\u76d1\u7763\u5b66\u4e60\uff08SSL\uff09\u6a21\u578b\u7684\u7279\u5f81\u83b7\u5f97\u3002\u4e0e\u4ee5\u5f80\u4f7f\u7528 k-means \u65b9\u6cd5\u79bb\u6563\u5316\u8bed\u4e49\u7279\u5f81\u76f8\u6bd4\uff0c\u8fd9\u79cd\u65b9\u6cd5\u53ef\u80fd\u5bfc\u81f4\u4fe1\u606f\u635f\u5931\uff0c\u4ece\u800c\u5f71\u54cd\u9ad8\u8d28\u91cf\u8bed\u97f3\u7684\u91cd\u5efa\u6216\u58f0\u5b66\u6807\u8bb0\u7684\u7cbe\u786e\u9884\u6d4b\uff0c\u5c24\u5176\u662f\u5728\u97f3\u8c03\u4e30\u5bcc\u7684\u8bed\u8a00\u4e2d\u3002\u4e3a\u4e86\u6700\u5c0f\u5316\u4fe1\u606f\u635f\u5931\uff0c\u672c\u6587\u8bad\u7ec3\u4e86\u4e00\u4e2a VQ-VAE \u6a21\u578b\u6765\u5b66\u4e60\u4e00\u4e2a\u5411\u91cf\u91cf\u5316\u7801\u672c\uff0c\u8be5\u7801\u672c\u80fd\u591f\u4ece\u8bed\u97f3 SSL \u6a21\u578b\u4e2d\u91cd\u5efa\u8bed\u97f3\u8bed\u4e49\u8868\u793a\u3002\u5177\u4f53\u6765\u8bf4\uff0c\u4f7f\u7528 W2v-BERT 2.0 \u6a21\u578b\u7684\u7b2c 17 \u5c42\u9690\u85cf\u72b6\u6001\u4f5c\u4e3a\u8bed\u97f3\u7f16\u7801\u5668\u7684\u8bed\u4e49\u7279\u5f81\uff0c\u7f16\u7801\u5668\u548c\u89e3\u7801\u5668\u7531\u591a\u4e2a ConvNext \u5757\u7ec4\u6210\u3002\u901a\u8fc7\u6539\u8fdb\u7684 VQ-GAN \u548c DAC \u65b9\u6cd5\uff0c\u4f7f\u7528\u56e0\u5b50\u5206\u89e3\u7801\u5c06\u7f16\u7801\u5668\u8f93\u51fa\u6295\u5f71\u5230\u4f4e\u7ef4\u6f5c\u5728\u53d8\u91cf\u7a7a\u95f4\u3002<\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter size-full is-resized\"><img loading=\"lazy\" src=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/10\/image-146.png\" alt=\"\" class=\"wp-image-21646\" width=\"496\" height=\"239\" srcset=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/10\/image-146.png 999w, http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/10\/image-146-300x145.png 300w, http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/10\/image-146-768x371.png 768w\" sizes=\"(max-width: 496px) 100vw, 496px\" \/><figcaption>\u56fe 5\uff1a\u8bed\u4e49\u7f16\u89e3\u7801\u5668\uff08\u5de6\uff09\u548c\u58f0\u5b66\u7f16\u89e3\u7801\u5668\uff08\u53f3\uff09\u6982\u8ff0\u3002\u8bed\u4e49\u7f16\u89e3\u7801\u5668\u88ab\u8bad\u7ec3\u4e3a<strong>\u4f7f\u7528\u5355\u4e2a\u7801\u672c\u91cf\u5316\u8bed\u4e49\u7279\u5f81\u5e76\u91cd\u5efa\u8bed\u4e49\u7279\u5f81<\/strong>\u3002<strong>\u58f0\u5b66\u7f16\u89e3\u7801\u5668\u7ecf\u8fc7\u8bad\u7ec3\uff0c\u4f7f\u7528 RVQ \u91cf\u5316\u548c\u91cd\u5efa\u8bed\u97f3\u6ce2\u5f62\uff0c\u5e76\u4f7f\u7528\u65f6\u95f4\u548c\u9891\u8c31\u9274\u522b\u5668\u8fdb\u4e00\u6b65\u63d0\u9ad8\u91cd\u5efa\u8d28\u91cf<\/strong><\/figcaption><\/figure><\/div>\n\n\n\n<p><strong>\u8bed\u97f3\u58f0\u5b66\u7f16\u89e3\u7801\u5668\u65e8\u5728\u5c06\u8bed\u97f3\u6ce2\u5f62\u91cf\u5316\u4e3a\u591a\u5c42\u79bb\u6563\u6807\u8bb0\uff0c\u540c\u65f6\u5c3d\u53ef\u80fd\u4fdd\u7559\u8bed\u97f3\u7684\u6240\u6709\u4fe1\u606f\u3002\u672c\u6587\u91c7\u7528\u6b8b\u5dee\u5411\u91cf\u91cf\u5316\uff08Residual Vector Quantization, RVQ\uff09\u65b9\u6cd5\uff0c\u5c06 24K \u91c7\u6837\u7387\u7684\u8bed\u97f3\u6ce2\u5f62\u538b\u7f29\u4e3a 12 \u5c42\u7684\u79bb\u6563\u6807\u8bb0\u3002\u6b64\u5916\uff0c\u6a21\u578b\u4f7f\u7528 Vocos \u67b6\u6784\u4f5c\u4e3a\u89e3\u7801\u5668\uff0c\u4ee5\u63d0\u9ad8\u8bad\u7ec3\u548c\u63a8\u7406\u6548\u7387\u3002<\/strong><\/p>\n\n\n\n<p><strong>\u6587\u672c\u5230\u8bed\u4e49\u6a21\u578b\u91c7\u7528\u975e\u81ea\u56de\u5f52\u63a9\u7801\u751f\u6210 Transformer<\/strong>\uff0c<strong>\u800c\u4e0d\u4f7f\u7528\u81ea\u56de\u5f52\u6a21\u578b\u6216\u4efb\u4f55\u6587\u672c\u5230\u8bed\u97f3\u7684\u5bf9\u9f50\u4fe1\u606f\u3002<\/strong>\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\uff0c<strong>\u6211\u4eec\u968f\u673a\u63d0\u53d6\u8bed\u4e49\u6807\u8bb0\u5e8f\u5217\u7684\u524d\u7f00\u90e8\u5206\u4f5c\u4e3a\u63d0\u793a\uff0c<\/strong>\u4ee5\u5229\u7528\u8bed\u8a00\u6a21\u578b\u7684\u4e0a\u4e0b\u6587\u5b66\u4e60\u80fd\u529b\u3002\u6211\u4eec\u4f7f\u7528 Llama \u98ce\u683c\u7684 Transformer \u4f5c\u4e3a\u6a21\u578b\u7684\u4e3b\u5e72\uff0c\u7ed3\u5408\u95e8\u63a7\u7ebf\u6027\u5355\u5143\uff08GLU\uff09\u548c GELU \u6fc0\u6d3b\u51fd\u6570\u3001\u65cb\u8f6c\u4f4d\u7f6e\u7f16\u7801\u7b49\uff0c\u4f46\u5c06\u56e0\u679c\u6ce8\u610f\u529b\u66ff\u6362\u4e3a\u53cc\u5411\u6ce8\u610f\u529b\u3002\u8fd8\u4f7f\u7528\u4e86\u63a5\u53d7\u65f6\u95f4\u6b65 t \u4f5c\u4e3a\u6761\u4ef6\u7684\u81ea\u9002\u5e94 RMSNorm\u3002<strong>\u5728\u63a8\u7406\u8fc7\u7a0b\u4e2d\uff0c\u6211\u4eec\u751f\u6210\u4efb\u610f\u6307\u5b9a\u957f\u5ea6\u7684\u76ee\u6807\u8bed\u4e49\u6807\u8bb0\u5e8f\u5217\uff0c\u6761\u4ef6\u662f\u6587\u672c\u548c\u63d0\u793a\u8bed\u4e49\u6807\u8bb0\u5e8f\u5217\u3002\u672c\u6587\u8fd8\u8bad\u7ec3\u4e86\u4e00\u4e2a\u57fa\u4e8e\u6d41\u5339\u914d\u7684\u6301\u7eed\u65f6\u95f4\u9884\u6d4b\u6a21\u578b\uff0c\u4ee5\u9884\u6d4b\u57fa\u4e8e\u6587\u672c\u548c\u63d0\u793a\u8bed\u97f3\u6301\u7eed\u65f6\u95f4\u7684\u603b\u6301\u7eed\u65f6\u95f4\uff0c\u5229\u7528\u4e0a\u4e0b\u6587\u5b66\u4e60\u3002<\/strong><\/p>\n\n\n\n<p><strong>\u8bed\u4e49\u5230\u58f0\u5b66\u6a21\u578b\u540c\u6837\u91c7\u7528\u975e\u81ea\u56de\u5f52\u63a9\u7801\u751f\u6210 Transformer\uff0c<\/strong>\u3010\u57fa\u4e8e SoundStorm\u3011\uff0c\u8be5\u6a21\u578b\u4ee5\u8bed\u4e49\u6807\u8bb0\u4e3a\u6761\u4ef6\uff0c\u751f\u6210\u591a\u5c42\u58f0\u5b66\u6807\u8bb0\u5e8f\u5217\u4ee5\u91cd\u5efa\u9ad8\u8d28\u91cf\u8bed\u97f3\u6ce2\u5f62\u3002\u5bf9\u4e8e S2A \u6a21\u578b\u7684\u8f93\u5165\uff0c\u7531\u4e8e\u8bed\u4e49\u4ee4\u724c\u5e8f\u5217\u4e2d\u7684\u5e27\u6570\u7b49\u4e8e\u63d0\u793a\u58f0\u5b66\u5e8f\u5217\u548c\u76ee\u6807\u58f0\u5b66\u5e8f\u5217\u4e2d\u5e27\u6570\u7684\u603b\u548c\uff0c\u6211\u4eec<strong>\u7b80\u5355\u5730\u5c06\u8bed\u4e49\u4ee4\u724c\u7684\u5d4c\u5165\u548c\u4ece\u5c42 1 \u5230\u5c42 j\u7684\u58f0\u5b66\u4ee4\u724c\u7684\u5d4c\u5165\u76f8\u52a0\u3002\u5728\u63a8\u7406\u8fc7\u7a0b\u4e2d\uff0c\u6211\u4eec\u4ece\u7c97\u5230\u7ec6\u4e3a\u6bcf\u5c42\u751f\u6210\u4ee4\u724c\uff0c\u5728\u6bcf\u5c42\u5185\u4f7f\u7528\u8fed\u4ee3\u5e76\u884c\u89e3\u7801\u3002<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" width=\"1018\" height=\"255\" src=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/10\/image-147.png\" alt=\"\" class=\"wp-image-21653\" srcset=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/10\/image-147.png 1018w, http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/10\/image-147-300x75.png 300w, http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/10\/image-147-768x192.png 768w\" sizes=\"(max-width: 1018px) 100vw, 1018px\" \/><figcaption>\u56fe 2\uff1aT2S\uff08\u5de6\uff09\u548c S2A\uff08\u53f3\uff09\u6a21\u578b\u7684\u8bad\u7ec3\u56fe\u6982\u8ff0\u3002 <strong>T2S \u6a21\u578b\u7ecf\u8fc7\u8bad\u7ec3\uff0c\u53ef\u4ee5\u9884\u6d4b\u4ee5\u6587\u672c\u548c\u63d0\u793a\u8bed\u4e49\u6807\u8bb0\u4e3a\u524d\u7f00\u7684\u5c4f\u853d\u8bed\u4e49\u6807\u8bb0\u3002 <\/strong>S2A \u6a21\u578b\u7ecf\u8fc7\u8bad\u7ec3\uff0c\u53ef\u4ee5\u6839\u636e\u63d0\u793a<strong>\u58f0\u5b66\u6807\u8bb0\u3001\u8bed\u4e49\u6807\u8bb0\u548c\u524d\u4e00\u5c42\u7684\u58f0\u5b66\u6807\u8bb0\u6765\u9884\u6d4b\u968f\u673a\u5c42\u7684\u5c4f\u853d\u58f0\u5b66\u6807\u8bb0<\/strong>\u3002<\/figcaption><\/figure>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter size-full is-resized\"><img loading=\"lazy\" src=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/10\/image-157.png\" alt=\"\" class=\"wp-image-21685\" width=\"439\" height=\"230\" srcset=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/10\/image-157.png 873w, http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/10\/image-157-300x157.png 300w, http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/10\/image-157-768x402.png 768w\" sizes=\"(max-width: 439px) 100vw, 439px\" \/><figcaption> SoundStorm \u67b6\u6784<\/figcaption><\/figure><\/div>\n\n\n\n<h3>\u4e8c\u3001\u652f\u6301\u7684\u529f\u80fd<\/h3>\n\n\n\n<p>MaskGCT \u80fd\u8d85\u81ea\u7136\u5730\u6a21\u62df\u53c2\u8003\u97f3\u9891\u97f3\u8272\u4e0e\u98ce\u683c\uff0c\u5e76\u8de8\u8bed\u8a00\u751f\u6210\u97f3\u9891<\/p>\n\n\n\n<p>Zero-shot In-context Learning \u6839\u636e\u63d0\u793a\u97f3\u9891\u81ea\u52a8\u751f\u6210\u4e0b\u6587<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" width=\"1024\" height=\"318\" src=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/11\/image-1024x318.png\" alt=\"\" class=\"wp-image-21699\" srcset=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/11\/image-1024x318.png 1024w, http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/11\/image-300x93.png 300w, http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/11\/image-768x239.png 768w, http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/11\/image.png 1528w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>MaskGCT \u53ef\u4ee5\u6a21\u4eff\u540d\u4eba\u6216\u52a8\u753b\u8282\u76ee\u4e2d\u89d2\u8272\u7684\u58f0\u97f3\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" width=\"1024\" height=\"227\" src=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/10\/image-149-1024x227.png\" alt=\"\" class=\"wp-image-21657\" srcset=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/10\/image-149-1024x227.png 1024w, http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/10\/image-149-300x66.png 300w, http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/10\/image-149-768x170.png 768w, http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/10\/image-149-1536x340.png 1536w, http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/10\/image-149.png 1545w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>MaskGCT \u53ef\u4ee5\u5b66\u4e60\u63d0\u793a\u8bed\u97f3\u7684\u97f5\u5f8b\u3001\u98ce\u683c\u548c\u60c5\u611f\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" width=\"1024\" height=\"285\" src=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/10\/image-150-1024x285.png\" alt=\"\" class=\"wp-image-21658\" srcset=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/10\/image-150-1024x285.png 1024w, http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/10\/image-150-300x84.png 300w, http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/10\/image-150-768x214.png 768w, http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/10\/image-150-1536x428.png 1536w, http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/10\/image-150.png 1561w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" width=\"1024\" height=\"192\" src=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/10\/image-151-1024x192.png\" alt=\"\" class=\"wp-image-21659\" srcset=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/10\/image-151-1024x192.png 1024w, http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/10\/image-151-300x56.png 300w, http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/10\/image-151-768x144.png 768w, http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/10\/image-151.png 1519w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>MaskGCT \u53ef\u4ee5\u4ece\u63d0\u793a\u8bed\u97f3\u4e2d\u5b66\u4e60\u5982\u4f55<em>\u8bf4\u8bdd<\/em>\uff0c\u5305\u62ec\u60c5\u611f\u548c\u53e3\u97f3\u7b49\u98ce\u683c\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" width=\"1024\" height=\"276\" src=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/10\/image-152-1024x276.png\" alt=\"\" class=\"wp-image-21660\" srcset=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/10\/image-152-1024x276.png 1024w, http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/10\/image-152-300x81.png 300w, http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/10\/image-152-768x207.png 768w, http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/10\/image-152.png 1080w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>MaskGCT \u5177\u6709\u63a7\u5236\u751f\u6210\u97f3\u9891\u7684\u603b\u6301\u7eed\u65f6\u95f4\u7684\u80fd\u529b\uff0c\u4ece\u800c\u4f7f\u6211\u4eec\u80fd\u591f\u5c06\u751f\u6210\u7684\u8bed\u97f3\u7684\u901f\u5ea6\u8c03\u8282\u5728\u5408\u7406\u7684\u8303\u56f4\u5185\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" width=\"1024\" height=\"130\" src=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/10\/image-153-1024x130.png\" alt=\"\" class=\"wp-image-21661\" srcset=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/10\/image-153-1024x130.png 1024w, http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/10\/image-153-300x38.png 300w, http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/10\/image-153-768x98.png 768w, http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/10\/image-153-1536x196.png 1536w, http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/10\/image-153.png 1554w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>\u4e0e AR \u6a21\u578b\u76f8\u6bd4\uff0cMaskGCT \u8868\u73b0\u51fa\u66f4\u9ad8\u7684\u7a33\u5065\u6027\uff08\u66f4\u4f4e\u7684 WER\uff09\uff0c\u5728\u4e00\u4e9b\u5177\u6709\u6311\u6218\u6027\u7684\u60c5\u51b5\u4e0b\uff08\u4f8b\u5982\u7ed5\u53e3\u4ee4\u548c AR \u6a21\u578b\u5bb9\u6613\u4ea7\u751f\u5e7b\u89c9\u7684\u5176\u4ed6\u6837\u672c\uff09\u8868\u73b0\u51fa\u589e\u5f3a\u7684\u7a33\u5b9a\u6027\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" width=\"1024\" height=\"270\" src=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/10\/image-154-1024x270.png\" alt=\"\" class=\"wp-image-21663\" srcset=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/10\/image-154-1024x270.png 1024w, http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/10\/image-154-300x79.png 300w, http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/10\/image-154-768x202.png 768w, http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/10\/image-154-1536x405.png 1536w, http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/10\/image-154.png 1564w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>Speech Editing&nbsp;\u8bed\u97f3\u7f16\u8f91\u3002<\/p>\n\n\n\n<p>\u57fa\u4e8e\u63a9\u7801\u548c\u9884\u6d4b\u673a\u5236\uff0c\u6211\u4eec\u7684\u6587\u672c\u5230\u8bed\u4e49\u6a21\u578b\u652f\u6301\u5728\u6587\u672c-\u8bed\u97f3\u5bf9\u9f50\u5668\u7684\u5e2e\u52a9\u4e0b\u8fdb\u884c\u96f6\u955c\u5934\u8bed\u97f3\u5185\u5bb9\u7f16\u8f91\u3002\u901a\u8fc7\u4f7f\u7528\u5bf9\u9f50\u5668\uff0c\u6211\u4eec\u53ef\u4ee5\u8bc6\u522b\u539f\u59cb\u8bed\u4e49\u6807\u8bb0\u5e8f\u5217\u7684\u7f16\u8f91\u8fb9\u754c\uff0c\u5c4f\u853d\u9700\u8981\u7f16\u8f91\u7684\u90e8\u5206\uff0c\u7136\u540e\u4f7f\u7528\u7f16\u8f91\u540e\u7684\u6587\u672c\u548c\u672a\u5c4f\u853d\u7684\u8bed\u4e49\u6807\u8bb0\u6765\u9884\u6d4b\u88ab\u5c4f\u853d\u7684\u8bed\u4e49\u6807\u8bb0\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" width=\"1024\" height=\"301\" src=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/11\/image-1-1024x301.png\" alt=\"\" class=\"wp-image-21701\" srcset=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/11\/image-1-1024x301.png 1024w, http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/11\/image-1-300x88.png 300w, http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/11\/image-1-768x226.png 768w, http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/11\/image-1-1536x452.png 1536w, http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/11\/image-1.png 1612w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>\u8bed\u97f3\u5bf9\u8bdd\u3002MaskGCT \u901a\u8fc7\u4f7f\u7528\u6539\u8fdb\u7684\u8bad\u7ec3\u7b56\u7565\u5fae\u8c03 S2A \uff08\u8bed\u4e49\u5230\u58f0\u5b66\uff09\u6a21\u578b\u6765\u652f\u6301\u96f6\u955c\u5934\u8bed\u97f3\u8f6c\u6362\u3002\u6211\u4eec\u4ecd\u5728\u52aa\u529b\u63d0\u9ad8\u8bed\u97f3\u8f6c\u6362\u7684\u6709\u6548\u6027\u3002\u6e90\u548c\u63d0\u793a\u793a\u4f8b\u6765\u81ea Seed-TTS \u7684 demo \u9875\u9762\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" width=\"1024\" height=\"254\" src=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/10\/image-155-1024x254.png\" alt=\"\" class=\"wp-image-21665\" srcset=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/10\/image-155-1024x254.png 1024w, http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/10\/image-155-300x75.png 300w, http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/10\/image-155-768x191.png 768w, http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/10\/image-155.png 1393w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>\u8de8\u8bed\u8a00\u89c6\u9891\u7ffb\u8bd1\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" width=\"1024\" height=\"473\" src=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/10\/image-156-1024x473.png\" alt=\"\" class=\"wp-image-21666\" srcset=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/10\/image-156-1024x473.png 1024w, http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/10\/image-156-300x138.png 300w, http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/10\/image-156-768x355.png 768w, http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/10\/image-156.png 1146w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h3>\u4e09\u3001<strong>\u5b9e\u9a8c\u7ed3\u679c<\/strong><\/h3>\n\n\n\n<p>SOTA \u7684\u8bed\u97f3\u5408\u6210\u6548\u679c\uff1aMaskGCT \u5728\u4e09\u4e2a TTS \u57fa\u51c6\u6570\u636e\u96c6\u4e0a\u90fd\u8fbe\u5230\u4e86 SOTA \u6548\u679c\uff0c\u5728\u67d0\u4e9b\u6307\u6807\u4e0a\u751a\u81f3\u8d85\u8fc7\u4e86\u4eba\u7c7b\u6c34\u5e73\u3002<\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter size-large is-resized\"><img loading=\"lazy\" src=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/10\/640-2-1024x805.png\" alt=\"\" class=\"wp-image-21672\" width=\"552\" height=\"434\" srcset=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/10\/640-2-1024x805.png 1024w, http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/10\/640-2-300x236.png 300w, http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/10\/640-2-768x604.png 768w, http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/10\/640-2.png 1080w\" sizes=\"(max-width: 552px) 100vw, 552px\" \/><\/figure><\/div>\n\n\n\n<p>\u6b64\u5916\uff0cMaskGCT \u5728\u98ce\u683c\u8fc1\u79fb\uff08\u53e3\u97f3\u3001\u60c5\u611f\uff09\u4e5f\u8fbe\u5230\u4e86 SOTA \u7684\u6c34\u51c6\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" width=\"1024\" height=\"556\" src=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/10\/640-1-1024x556.png\" alt=\"\" class=\"wp-image-21671\" srcset=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/10\/640-1-1024x556.png 1024w, http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/10\/640-1-300x163.png 300w, http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/10\/640-1-768x417.png 768w, http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/10\/640-1.png 1080w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>\u6211\u4eec\u8fd8\u7814\u7a76\u4e86 MaskGCT \u5728\u4e2d\u3001\u82f1\u5916\u5176\u5b83\u8bed\u8a00\u7684\u80fd\u529b\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" width=\"1024\" height=\"258\" src=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/10\/640-1024x258.png\" alt=\"\" class=\"wp-image-21670\" srcset=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/10\/640-1024x258.png 1024w, http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/10\/640-300x76.png 300w, http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/10\/640-768x193.png 768w, http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/10\/640.png 1080w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h3><strong>\u56db\u3001\u5e94\u7528\u573a\u666f<\/strong><\/h3>\n\n\n\n<p>\u76ee\u524d\uff0cMaskGCT \u5728\u77ed\u5267\u51fa\u6d77\u3001\u667a\u80fd\u52a9\u624b\u3001\u6709\u58f0\u8bfb\u7269\u3001\u8f85\u52a9\u6559\u80b2\u7b49\u9886\u57df\u62e5\u6709\u4e30\u5bcc\u7684\u5e94\u7528\u573a\u666f\u3002\u4e3a\u4e86\u52a0\u5feb\u843d\u5730\u5e94\u7528\uff0c\u5728\u5b89\u5168\u5408\u89c4\u4e0b\uff0c\u8da3\u4e38\u79d1\u6280\u6253\u9020\u4e86\u591a\u8bed\u79cd\u901f\u8bd1\u667a\u80fd\u89c6\u542c\u5e73\u53f0 \u201c\u8da3\u4e38\u5343\u97f3\u201d\u3002\u4e00\u952e\u4e0a\u4f20\u89c6\u9891\u5373\u53ef\u5feb\u901f\u7ffb\u8bd1\u6210\u591a\u8bed\u79cd\u7248\u672c\uff0c\u5e76\u5b9e\u73b0\u97f3\u8bdd\u540c\u6b65\u3001\u53e3\u578b\u540c\u6b65\u3001\u53bb\u5b57\u5e55\u7b49\u529f\u80fd\u3002\u8be5\u4ea7\u54c1\u8fdb\u4e00\u6b65\u9769\u65b0\u89c6\u9891\u7ffb\u8bd1\u5236\u4f5c\u6d41\u7a0b\uff0c\u5927\u5e45\u964d\u4f4e\u8fc7\u5f80\u6602\u8d35\u7684\u4eba\u5de5\u7ffb\u8bd1\u6210\u672c\u548c\u5197\u957f\u7684\u5236\u4f5c\u5468\u671f\uff0c\u6210\u4e3a\u5f71\u89c6\u3001\u6e38\u620f\u3001\u77ed\u5267\u7b49\u5185\u5bb9\u51fa\u6d77\u7684\u7406\u60f3\u9009\u62e9\u5e73\u53f0\u3002<br>\u300a2024 \u5e74\u77ed\u5267\u51fa\u6d77\u767d\u76ae\u4e66\u300b\u663e\u793a\uff0c\u77ed\u5267\u51fa\u6d77\u6210\u4e3a\u84dd\u6d77\u65b0\u8d5b\u9053\uff0c2023 \u5e74\u6d77\u5916\u5e02\u573a\u89c4\u6a21\u9ad8\u8fbe 650 \u4ebf\u7f8e\u5143\uff0c\u7ea6\u4e3a\u56fd\u5185\u5e02\u573a\u7684 12 \u500d\uff0c\u77ed\u5267\u51fa\u6d77\u6210\u4e3a\u84dd\u6d77\u65b0\u8d5b\u9053\u3002\u4ee5 \u201c\u8da3\u4e38\u5343\u97f3\u201d \u4e3a\u4ee3\u8868\u7684\u4ea7\u54c1\u7684\u51fa\u73b0\uff0c\u5c06\u52a0\u901f\u56fd\u4ea7\u77ed\u5267 \u201c\u8d70\u51fa\u53bb\u201d\uff0c\u8fdb\u4e00\u6b65\u63a8\u52a8\u4e2d\u534e\u6587\u5316\u5728\u5168\u7403\u4e0d\u540c\u8bed\u5883\u4e0b\u7684\u4f20\u64ad\u3002<\/p>\n\n\n\n<h3><strong>\u4e94\u3001\u603b\u7ed3<\/strong><\/h3>\n\n\n\n<p>MaskGCT \u662f\u4e00\u4e2a\u5927\u89c4\u6a21\u7684\u96f6\u6837\u672c TTS \u7cfb\u7edf\uff0c\u5229\u7528\u5168\u975e\u81ea\u56de\u5f52\u63a9\u7801\u751f\u6210\u7f16\u89e3\u7801\u5668 Transformer\uff0c\u65e0\u9700\u6587\u672c\u4e0e\u8bed\u97f3\u7684\u5bf9\u9f50\u76d1\u7763\u548c\u97f3\u7d20\u7ea7\u6301\u7eed\u65f6\u95f4\u9884\u6d4b\u3002<strong>MaskGCT \u901a\u8fc7\u6587\u672c\u9884\u6d4b\u4ece\u8bed\u97f3\u81ea\u76d1\u7763\u5b66\u4e60\uff08SSL\uff09\u6a21\u578b\u4e2d\u63d0\u53d6\u7684\u8bed\u4e49\u6807\u8bb0\uff0c\u7136\u540e\u57fa\u4e8e\u8fd9\u4e9b\u8bed\u4e49\u6807\u8bb0\u9884\u6d4b\u58f0\u5b66\u6807\u8bb0\uff0c\u5b9e\u73b0\u4e86\u9ad8\u8d28\u91cf\u7684\u6587\u672c\u5230\u8bed\u97f3\u5408\u6210\u3002<\/strong>\u5b9e\u9a8c\u8868\u660e\uff0cMaskGCT \u5728\u8bed\u97f3\u8d28\u91cf\u3001\u76f8\u4f3c\u5ea6\u548c\u53ef\u7406\u89e3\u6027\u65b9\u9762\u4f18\u4e8e\u6700\u5148\u8fdb\u7684 TTS \u7cfb\u7edf\uff0c\u5e76\u4e14\u5728\u6a21\u578b\u89c4\u6a21\u548c\u8bad\u7ec3\u6570\u636e\u91cf\u589e\u52a0\u65f6\u8868\u73b0\u66f4\u4f73\uff0c\u540c\u65f6\u80fd\u591f\u63a7\u5236\u751f\u6210\u8bed\u97f3\u7684\u603b\u65f6\u957f\u3002\u6b64\u5916\uff0c\u6211\u4eec\u8fd8\u63a2\u7d22\u4e86 <strong>MaskGCT \u5728\u8bed\u97f3\u7ffb\u8bd1\u3001\u8bed\u97f3\u8f6c\u6362\u3001\u60c5\u611f\u63a7\u5236\u548c\u8bed\u97f3\u5185\u5bb9\u7f16\u8f91\u7b49\u4efb\u52a1\u4e2d\u7684\u53ef\u6269\u5c55\u6027\uff0c\u5c55\u793a\u4e86 MaskGCT \u4f5c\u4e3a\u8bed\u97f3\u751f\u6210\u57fa\u7840\u6a21\u578b\u7684\u6f5c\u529b\u3002<\/strong><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u8bba\u6587\u94fe\u63a5\uff1ahttps:\/\/arxiv.org\/abs\/2409.00750 \u6837\u4f8b\u5c55\u793a\uff1ahttps:\/\/mask &hellip; <a href=\"http:\/\/139.9.1.231\/index.php\/2024\/10\/31\/maskgct-tts\/\" class=\"more-link\">\u7ee7\u7eed\u9605\u8bfb<span class=\"screen-reader-text\">MaskGCT-\u56fd\u4ea7\u6700\u5f3aTTS\u8bed\u97f3\u5927\u6a21\u578b<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[40,4,9,38,34],"tags":[],"_links":{"self":[{"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/posts\/21605"}],"collection":[{"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/comments?post=21605"}],"version-history":[{"count":48,"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/posts\/21605\/revisions"}],"predecessor-version":[{"id":21702,"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/posts\/21605\/revisions\/21702"}],"wp:attachment":[{"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/media?parent=21605"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/categories?post=21605"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/tags?post=21605"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}