{"id":21611,"date":"2024-10-31T16:01:19","date_gmt":"2024-10-31T08:01:19","guid":{"rendered":"http:\/\/139.9.1.231\/?p=21611"},"modified":"2025-03-05T14:42:37","modified_gmt":"2025-03-05T06:42:37","slug":"emilia-audio-dataset","status":"publish","type":"post","link":"http:\/\/139.9.1.231\/index.php\/2024\/10\/31\/emilia-audio-dataset\/","title":{"rendered":"Emilia\uff1a\u7528\u4e8e\u5927\u89c4\u6a21\u8bed\u97f3\u751f\u6210\u7684\u5e7f\u6cdb\u3001\u591a\u8bed\u8a00\u548c\u591a\u6837\u5316\u768420wh+\u8bed\u97f3\u6570\u636e\u96c6"},"content":{"rendered":"\n<p class=\"has-light-gray-background-color has-background\"><em>ArXiv:&nbsp;<a href=\"https:\/\/arxiv.org\/abs\/2407.05361\">https:\/\/arxiv.org\/abs\/2407.05361<\/a><br>GitHub:&nbsp;<a href=\"https:\/\/github.com\/open-mmlab\/Amphion\/tree\/main\/preprocessors\/Emilia\">https:\/\/github.com\/open-mmlab\/Amphion\/tree\/main\/preprocessors\/Emilia<\/a><br>Homepage:&nbsp;<a href=\"https:\/\/emilia-dataset.github.io\/Emilia-Demo-Page\/\">https:\/\/emilia-dataset.github.io\/Emilia-Demo-Page\/<\/a><br>HuggingFace:&nbsp;<a href=\"https:\/\/huggingface.co\/datasets\/amphion\/Emilia\">https:\/\/huggingface.co\/datasets\/amphion\/Emilia<\/a><\/em><\/p>\n\n\n\n<p><strong>Emilia-Large<\/strong>\u6570\u636e\u96c6\u662f\u4e00\u4e2a\u5168\u9762\u7684\u591a\u8bed\u8a00\u6570\u636e\u96c6\uff0c\u5177\u6709\u4ee5\u4e0b\u7279\u70b9\uff1a<\/p>\n\n\n\n<ul><li>\u5176\u4e2d<em>Emilia<\/em>\u5305\u542b\u8d85\u8fc7<em>101,000<\/em>\u5c0f\u65f6\u7684\u8bed\u97f3\u6570\u636e\uff0c\u00a0<em>Emilia-YODAS<\/em>\u5305\u542b\u8d85\u8fc7<em>114,000<\/em>\u5c0f\u65f6\u7684\u8bed\u97f3\u6570\u636e\uff1b<\/li><li>\u6db5\u76d6\u516d\u79cd\u4e0d\u540c\u7684\u8bed\u8a00\uff1a<em>\u82f1\u8bed (En)\u3001\u4e2d\u6587 (Zh)\u3001\u5fb7\u8bed (De)\u3001\u6cd5\u8bed (Fr)\u3001\u65e5\u8bed (Ja) \u548c\u97e9\u8bed (Ko)<\/em>\u00a0\uff1b<\/li><li>\u5305\u542b\u6765\u81ea\u4e92\u8054\u7f51\u4e0a\u4e0d\u540c\u89c6\u9891\u5e73\u53f0\u548c\u64ad\u5ba2\u7684<em>\u5404\u79cd\u8bf4\u8bdd\u98ce\u683c<\/em>\u7684\u591a\u6837\u5316\u8bed\u97f3\u6570\u636e\uff0c\u6db5\u76d6\u8131\u53e3\u79c0\u3001\u8bbf\u8c08\u3001\u8fa9\u8bba\u3001\u4f53\u80b2\u8bc4\u8bba\u548c\u6709\u58f0\u8bfb\u7269\u7b49\u5404\u79cd\u5185\u5bb9\u7c7b\u578b\u3002<\/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-143.png\" alt=\"\" class=\"wp-image-21620\" width=\"397\" height=\"244\" srcset=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/10\/image-143.png 807w, http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/10\/image-143-300x185.png 300w, http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/10\/image-143-768x474.png 768w\" sizes=\"(max-width: 397px) 100vw, 397px\" \/><\/figure><\/div>\n\n\n\n<p>\u4e0b\u8868\u63d0\u4f9b\u4e86\u6570\u636e\u96c6\u4e2d\u6bcf\u79cd\u8bed\u8a00\u7684\u6301\u7eed\u65f6\u95f4\u7edf\u8ba1\u6570\u636e\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" width=\"1002\" height=\"409\" src=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2025\/03\/image-2.png\" alt=\"\" class=\"wp-image-25471\" srcset=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2025\/03\/image-2.png 1002w, http:\/\/139.9.1.231\/wp-content\/uploads\/2025\/03\/image-2-300x122.png 300w, http:\/\/139.9.1.231\/wp-content\/uploads\/2025\/03\/image-2-768x313.png 768w\" sizes=\"(max-width: 1002px) 100vw, 1002px\" \/><\/figure>\n\n\n\n<p>Emilia \u6570\u636e\u96c6\u7ed3\u6784:<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>|-- openemilia_all.tar.gz (all .JSONL files are gzipped with directory structure in this file)\n|-- EN (114 batches)\n|   |-- EN_B00000.jsonl\n|   |-- EN_B00000 (= EN_B00000.tar.gz)\n|   |   |-- EN_B00000_S00000\n|   |   |   `-- mp3\n|   |   |       |-- EN_B00000_S00000_W000000.mp3\n|   |   |       `-- EN_B00000_S00000_W000001.mp3\n|   |   |-- ...\n|   |-- ...\n|   |-- EN_B00113.jsonl\n|   `-- EN_B00113\n|-- ZH (92 batches)\n|-- DE (9 batches)\n|-- FR (10 batches)\n|-- JA (7 batches)\n|-- KO (4 batches)<\/code><\/pre>\n\n\n\n<p>JSONL \u6587\u4ef6\u793a\u4f8b\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>{\"id\": \"EN_B00000_S00000_W000000\", \"wav\": \"EN_B00000\/EN_B00000_S00000\/mp3\/EN_B00000_S00000_W000000.mp3\", \"text\": \" You can help my mother and you- No. You didn't leave a bad situation back home to get caught up in another one here. What happened to you, Los Angeles?\", \"duration\": 6.264, \"speaker\": \"EN_B00000_S00000\", \"language\": \"en\", \"dnsmos\": 3.2927}\n{\"id\": \"EN_B00000_S00000_W000001\", \"wav\": \"EN_B00000\/EN_B00000_S00000\/mp3\/EN_B00000_S00000_W000001.mp3\", \"text\": \" Honda's gone, 20 squads done. X is gonna split us up and put us on different squads. The team's come and go, but 20 squad, can't believe it's ending.\", \"duration\": 8.031, \"speaker\": \"EN_B00000_S00000\", \"language\": \"en\", \"dnsmos\": 3.0442}<\/code><\/pre>\n\n\n\n<h2>Emilia-Pipe \u6982\u8ff0 \ud83d\udc40<a href=\"https:\/\/github.com\/open-mmlab\/Amphion\/tree\/main\/preprocessors\/Emilia#emilia-pipe-overview-\"><\/a><\/h2>\n\n\n\n<p><strong>Emilia-Pipe<\/strong>&nbsp;\u662f<strong>\u7b2c\u4e00\u4e2a\u5f00\u6e90\u9884\u5904\u7406\u7ba1\u9053\uff0c\u65e8\u5728\u5c06\u539f\u59cb\u7684\u91ce\u751f\u8bed\u97f3\u6570\u636e\u8f6c\u6362\u4e3a\u9ad8\u8d28\u91cf\u7684\u8bad\u7ec3\u6570\u636e\uff0c\u5e76\u5e26\u6709\u7528\u4e8e\u8bed\u97f3\u751f\u6210\u7684\u6ce8\u91ca\u3002\u6b64\u7ba1\u9053\u53ef\u4ee5\u5728\u51e0\u5206\u949f\u5185\u5c06\u4e00\u5c0f\u65f6\u7684\u539f\u59cb\u97f3\u9891\u5904\u7406\u4e3a\u6a21\u578b\u5c31\u7eea\u6570\u636e\uff0c\u53ea\u9700\u8981\u539f\u59cb\u8bed\u97f3\u6570\u636e\u3002<\/strong><br>Emilia \u548c Emilia-Pipe \u7684\u8be6\u7ec6\u8bf4\u660e\u53ef\u4ee5\u5728\u6211\u4eec\u7684<a href=\"https:\/\/arxiv.org\/abs\/2407.05361\">\u8bba\u6587<\/a>\u4e2d\u627e\u5230\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" width=\"1024\" height=\"447\" src=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/10\/image-142-1024x447.png\" alt=\"\" class=\"wp-image-21614\" srcset=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/10\/image-142-1024x447.png 1024w, http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/10\/image-142-300x131.png 300w, http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/10\/image-142-768x335.png 768w, http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/10\/image-142.png 1165w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>The Emilia-Pipe includes the following major steps:<br>Emilia-Pipe \u5305\u62ec\u4ee5\u4e0b\u4e3b\u8981\u6b65\u9aa4\uff1a<\/p>\n\n\n\n<ol start=\"0\"><li>Standardization\uff1aAudio normalization<br>\u6807\u51c6\u5316\uff1a\u97f3\u9891\u6807\u51c6\u5316<\/li><li>Source Separation: Long audio -&gt; Long audio without BGM<br>\u6e90\u5206\u79bb\uff1a \u957f\u97f3\u9891 -&gt; \u65e0 BGM \u7684\u957f\u97f3\u9891<\/li><li>Speaker Diarization: Get medium-length single-speaker speech data<br>\u8bf4\u8bdd\u4eba\u5206\u7c7b\uff1a\u83b7\u53d6\u4e2d\u7b49\u957f\u5ea6\u7684\u5355\u4e2a\u8bf4\u8bdd\u4eba\u8bed\u97f3\u6570\u636e<\/li><li>Fine-grained Segmentation by VAD: Get 3-30s single-speaker speech segments<br>\u6309 VAD \u8fdb\u884c\u7cbe\u7ec6\u5206\u5272\uff1a\u83b7\u53d6 3-30 \u79d2\u7684\u5355\u8bf4\u8bdd\u4eba\u8bed\u97f3\u7247\u6bb5<\/li><li>ASR: Get transcriptions of the speech segments<br>ASR\uff1a\u83b7\u53d6\u8bed\u97f3\u6bb5\u7684\u542c\u5f55<\/li><li>Filtering: Obtain the final processed dataset<br>\u7b5b\u9009\uff1a\u83b7\u53d6\u6700\u7ec8\u5904\u7406\u540e\u7684\u6570\u636e\u96c6<\/li><\/ol>\n\n\n\n<p><strong>\u5177\u4f53\u4f7f\u7528\u7684\u6a21\u578b:<\/strong><\/p>\n\n\n\n<ul><li>Source Separation:&nbsp;<a href=\"https:\/\/github.com\/TRvlvr\/model_repo\/releases\/tag\/all_public_uvr_models\">UVR-MDX-NET-Inst_HQ_3<\/a><\/li><li>VAD:&nbsp;<a href=\"https:\/\/github.com\/snakers4\/silero-vad\">snakers4\/silero-vad<\/a><\/li><li>\u8bf4\u8bdd\u4eba\u5206\u7c7b\uff1a&nbsp;<a href=\"https:\/\/huggingface.co\/pyannote\/speaker-diarization-3.1\">pyannote\/speaker-diarization-3.1<\/a><\/li><li>ASR:&nbsp;<a href=\"https:\/\/github.com\/m-bain\/whisperX\">m-bain\/whisperX<\/a>, using&nbsp;<a href=\"https:\/\/github.com\/guillaumekln\/faster-whisper\">faster-whisper<\/a>&nbsp;and&nbsp;<a href=\"https:\/\/github.com\/OpenNMT\/CTranslate2\">CTranslate2<\/a>&nbsp;backend.<\/li><li>DNSMOS \u9884\u6d4b\uff1a<a href=\"https:\/\/github.com\/microsoft\/DNS-Challenge\">DNSMOS P.835<\/a><\/li><\/ul>\n\n\n\n<p><strong>\u5173\u4e8eASR\uff1a<\/strong><\/p>\n\n\n\n<p>\u7f3a\u4e4f\u6587\u672c\u8f6c\u5f55\u9650\u5236\u4e86 Emilia \u6570\u636e\u96c6\u5728 TTS \u4efb\u52a1\u4e2d\u7684\u76f4\u63a5\u4f7f\u7528\u3002\u4e3a\u4e86\u89e3\u51b3\u8fd9\u4e2a\u95ee\u9898\uff0c\u6211\u4eec\u5e94\u7528 ASR \u6280\u672f\u5bf9\u5206\u6bb5\u7684\u8bed\u97f3\u6570\u636e\u8fdb\u884c\u8f6c\u5f55\u3002\u4e3a\u4e86\u5e73\u8861\u901f\u5ea6\u548c\u51c6\u786e\u6027\uff0c\u6211\u4eec\u4f7f\u7528\u4e86\u6700\u5148\u8fdb\u7684\u591a\u8bed\u8a00 ASR \u6a21\u578b Whisper-Medium\u3002\u4e3a\u4e86\u8fdb\u4e00\u6b65\u63d0\u9ad8\u6548\u7387\uff0c\u6211\u4eec\u4f7f\u7528\u4e86 WhisperX \uff0c\u5b83\u57fa\u4e8e\u66f4\u5feb\u7684 Whisper \u540e\u7aef\u548c CTranslate2 8 \u63a8\u7406\u5f15\u64ce\u3002\u8be5\u8bbe\u7f6e\u7684\u901f\u5ea6\u662f\u5b98\u65b9 Whisper \u5b9e\u73b0\u7684\u56db\u500d\uff0c\u540c\u65f6\u51e0\u4e4e\u4fdd\u6301\u76f8\u540c\u7684\u51c6\u786e\u6027\u3002\u4e3a\u4e86\u907f\u514d\u91cd\u590d\u5904\u7406\uff0c\u6211\u4eec\u7ed5\u8fc7\u4e86 WhisperX \u7684 VAD \u7ec4\u4ef6\uff0c\u76f4\u63a5\u4f7f\u7528VAD\u7684\u7ed3\u679c\u3002\u6b64\u5916\uff0c\u6211\u4eec\u8fd8\u5b9e\u73b0\u4e86\u57fa\u4e8e\u66f4\u5feb Whisper \u540e\u7aef\u7684\u6279\u5904\u7406\u63a8\u7406\uff0c\u4ee5\u5e76\u884c\u8f6c\u5f55\u8bed\u97f3\u6570\u636e\u3002\u8fd9\u4e9b\u4f18\u5316\u663e\u8457\u63d0\u9ad8\u4e86\u6574\u4e2a\u6d41\u7a0b\u7684\u6548\u7387\u3002<\/p>\n\n\n\n<p><strong>\u5173\u4e8e\u7b5b\u9009\uff1a<\/strong><\/p>\n\n\n\n<p>\u5728\u5b9e\u9645\u573a\u666f\u4e2d\uff0c\u4e00\u4e9b\u566a\u58f0\u53ef\u80fd\u65e0\u6cd5\u901a\u8fc7\u6e90\u5206\u79bb\u5b8c\u5168\u5904\u7406\uff0cWhisper \u6a21\u578b\u53ef\u80fd\u4f1a\u51fa\u73b0\u5e7b\u89c9\uff0c\u67d0\u4e9b\u539f\u59cb\u8bed\u97f3\u6570\u636e\u53ef\u80fd\u8d28\u91cf\u8f83\u4f4e\u3002\u4e3a\u4e86\u786e\u4fdd\u751f\u6210\u6570\u636e\u96c6\u7684\u8d28\u91cf\uff0c\u6211\u4eec\u5e94\u7528\u4ee5\u4e0b\u8fc7\u6ee4\u6807\u51c6\u3002\u9996\u5148\uff0c\u6211\u4eec\u4f7f\u7528 Whisper \u6a21\u578b\u7684\u8bed\u8a00\u8bc6\u522b\u7ed3\u679c\uff0c\u4e22\u5f03\u4efb\u4f55\u672a\u88ab\u9884\u6d4b\u4e3a\u6211\u4eec\u76ee\u6807\u8bed\u8a00\uff08\u82f1\u8bed\u3001\u6cd5\u8bed\u3001\u5fb7\u8bed\u3001\u4e2d\u6587\u3001\u65e5\u8bed\u3001\u97e9\u8bed\uff09\u6216\u6a21\u578b\u8bed\u8a00\u7f6e\u4fe1\u5ea6\u4f4e\u4e8e 80% \u7684\u8bed\u97f3\u6570\u636e\u3002\u5176\u6b21\uff0c\u6211\u4eec\u4f7f\u7528 DNSMOS P.835 OVRL \u8bc4\u5206\u6765\u8bc4\u4f30\u6574\u4f53\u8bed\u97f3\u8d28\u91cf\uff0c\u4ec5\u4fdd\u7559\u8bc4\u5206\u9ad8\u4e8e 3.0 \u7684\u8bed\u97f3\u6570\u636e\u3002\u6700\u540e\uff0c\u5bf9\u4e8e\u6bcf\u4e2a\u539f\u59cb\u8bed\u97f3\u6837\u672c\uff0c\u6211\u4eec\u8ba1\u7b97\u5176\u5bf9\u5e94\u7247\u6bb5\u7684\u5e73\u5747\u5b57\u7b26\u6301\u7eed\u65f6\u95f4\u3002\u5e73\u5747\u97f3\u7d20\u6301\u7eed\u65f6\u95f4\u8d85\u51fa\u7b2c\u4e09\u56db\u5206\u4f4d\u6570\u4e0a\u65b9 1.5 \u500d\u56db\u5206\u4f4d\u8ddd\uff08IQR\uff09\u6216\u4f4e\u4e8e\u7b2c\u4e00\u56db\u5206\u4f4d\u6570\u7684\u7247\u6bb5\u88ab\u89c6\u4e3a\u5f02\u5e38\u503c\uff0c\u76f8\u5173\u7684\u8bed\u97f3\u7247\u6bb5\u5c06\u88ab\u4e22\u5f03\u3002\u7ecf\u8fc7\u8fc7\u6ee4\u540e\uff0c\u751f\u6210\u7684\u6570\u636e\u96c6\u5c06\u7528\u4e8e\u8bad\u7ec3\u8bed\u97f3\u751f\u6210\u6a21\u578b\u3002<\/p>\n\n\n\n<p>DNSMOS\uff1a\u8bc4\u4f30\u566a\u58f0\u6291\u5236\u6548\u679c\u7684\u975e\u4fb5\u5165\u6027\u5ba2\u89c2\u8bed\u97f3\u8d28\u91cf\u6307\u6807\u3002\u4eba\u7c7b\u4e3b\u89c2\u8bc4\u4f30\u8bed\u97f3\u8d28\u91cf\u65f6\u97f3\u9891\u8d28\u91cf\u7684\u201c\u9ec4\u91d1\u6807\u51c6\u201d\u3002\u4f20\u7edf\u97f3\u9891\u8bc4\u4f30\u6307\u6807\u9700\u8981\u53c2\u8003\u5e72\u51c0\u7684\u8bed\u97f3\u4fe1\u53f7\uff0c\u8fd9\u65e0\u6cd5\u5bf9\u771f\u5b9e\u7684\u5e94\u7528\u73af\u5883\u4e2d\u7684\u97f3\u9891\u4f5c\u51fa\u51c6\u786e\u8bc4\u4f30\u3002\u56e0\u4e3a\u771f\u5b9e\u5e94\u7528\u4e2d\u5e72\u51c0\u7684\u8bed\u97f3\u4fe1\u53f7\u96be\u4ee5\u83b7\u5f97\u3002\u7136\u800c\uff0c\u4f20\u7edf\u7684\u65e0\u53c2\u8003\u65b9\u6cd5\u4e0e\u4eba\u7c7b\u4e3b\u89c2\u8bc4\u4f30\u8d28\u91cf\u76f8\u5173\u6027\u5f88\u5dee\uff0c\u6ca1\u6709\u88ab\u5e7f\u6cdb\u91c7\u7528\u3002\u672c\u6587\u4ecb\u7ecd\u4e86\u6765\u81ea\u5fae\u8f6f\u7684\u6df1\u5ea6\u5b66\u4e60\u591a\u9636\u6bb5\u566a\u58f0\u6291\u5236\u8bc4\u4f30\u65b9\u6cd5<\/p>\n\n\n\n<h2><strong>Emilia-Large&nbsp;<\/strong>\u6570\u636e\u96c6<\/h2>\n\n\n\n<p>\u63a8\u51fa\u5168\u65b0\u5347\u7ea7\u7684&nbsp;<strong>Emilia-Large&nbsp;<\/strong>\u6570\u636e\u96c6\uff0c\u5e26\u6765\u4ee5\u4e0b\u4e09\u5927\u6838\u5fc3\u63d0\u5347\uff1a<\/p>\n\n\n\n<p>1\ufe0f\u20e3&nbsp;<strong>\u6570\u636e\u603b\u91cf\u5927\u5e45\u63d0\u5347<\/strong>\uff1a\u5728\u539f\u6709 Emilia&nbsp;<strong>101k<\/strong>&nbsp;\u5c0f\u65f6\u6570\u636e\u7684\u57fa\u7840\u4e0a\uff0c\u65b0\u589e Emilia-YODAS&nbsp;<strong>114k<\/strong>&nbsp;\u5c0f\u65f6\u7684\u5168\u65b0\u6570\u636e\uff0c\u5f00\u6e90\u603b\u91cf\u7a81\u7834&nbsp;<strong>200k<\/strong>&nbsp;\u5c0f\u65f6\uff0c\u518d\u6b21\u5237\u65b0\u5f00\u6e90 TTS \u6570\u636e\u96c6\u7684\u89c4\u6a21\u4e0a\u9650\uff01<\/p>\n\n\n\n<p>2\ufe0f\u20e3&nbsp;<strong>\u5c0f\u8bed\u79cd\u6570\u636e\u663e\u8457\u6269\u5145<\/strong>\uff1a\u589e\u52a0\u66f4\u591a\u5fb7\u8bed\u3001\u6cd5\u8bed\u3001\u97e9\u8bed\u7b49\u4f4e\u8d44\u6e90\u8bed\u8a00\u6570\u636e\uff0cTTS \u6280\u672f\u4e0d\u518d\u5c40\u9650\u4e8e\u4e2d\u82f1\u6587\uff0c\u52a9\u529b\u5168\u7403\u591a\u8bed\u8a00\u5e94\u7528\uff01<\/p>\n\n\n\n<p>3\ufe0f\u20e3&nbsp;<strong>\u5546\u4e1a\u5316\u9650\u5236\u653e\u5bbd<\/strong>\uff1a\u539f Emilia \u6570\u636e\u96c6\u57fa\u4e8e CC-BY-NC \u534f\u8bae\uff0c\u800c\u65b0\u589e\u7684 Emilia-YODAS \u6570\u636e\u57fa\u4e8e CC-BY \u534f\u8bae\uff0c\u5168\u9762\u652f\u6301\u5404\u7c7b\u5546\u4e1a\u5316\u5e94\u7528\uff0c\u8d4b\u80fd\u66f4\u591a\u521b\u65b0\u573a\u666f\uff01<\/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\/2025\/03\/image.png\" alt=\"\" class=\"wp-image-25449\" width=\"385\" height=\"334\" srcset=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2025\/03\/image.png 756w, http:\/\/139.9.1.231\/wp-content\/uploads\/2025\/03\/image-300x261.png 300w\" sizes=\"(max-width: 385px) 100vw, 385px\" \/><\/figure><\/div>\n\n\n\n<p>\u9664\u4e86\u6570\u636e\u672c\u8eab\u7684\u5347\u7ea7\uff0c\u6211\u4eec\u5728\u76f8\u5173\u8bba\u6587\u4e2d\u6df1\u5165\u63a2\u8ba8\u4e86\u4ee5\u4e0b\u7814\u7a76\u95ee\u9898\uff1a<\/p>\n\n\n\n<p>\ud83d\udc49&nbsp;<strong>In-the-wild \u6570\u636e\u4e0e\u4f20\u7edf\u6709\u58f0\u4e66\u6570\u636e\u7684\u4f18\u52bf\u5bf9\u6bd4<\/strong>&nbsp;&nbsp;<\/p>\n\n\n\n<p>\ud83d\udc49&nbsp;<strong>\u6570\u636e\u89c4\u6a21\u4e0eTTS\u6027\u80fd\u4e4b\u95f4\u7684\u5173\u7cfb<\/strong>&nbsp;&nbsp;<\/p>\n\n\n\n<p>\ud83d\udc49&nbsp;<strong>\u591a\u8bed\u8a00\uff08multilingual\uff09\u4e0e\u8de8\u8bed\u8a00\uff08crosslingual\uff09TTS\u7684\u6548\u679c\u6bd4\u8f83<br>Emilia-Large&nbsp;<\/strong>\u6570\u636e\u96c6\u7684\u53d1\u5e03\uff0c\u6807\u5fd7\u7740\u6211\u4eec\u5728 TTS \u9886\u57df\u7684\u6280\u672f\u5f00\u653e\u4e0e\u5171\u4eab\u8fc8\u51fa\u4e86\u91cd\u8981\u4e00\u6b65\u3002\u6211\u4eec\u671f\u5f85\u4e0e\u5168\u7403\u5f00\u53d1\u8005\u643a\u624b\uff0c\u5171\u540c\u63a8\u52a8\u8bed\u97f3\u6280\u672f\u7684\u8fdb\u6b65\u4e0e\u666e\u53ca\uff0c\u8d4b\u80fd\u66f4\u591a\u521b\u65b0\u5e94\u7528\u573a\u666f\uff01<\/p>\n\n\n\n<ul id=\"block-fd918d46-0bf5-4046-9d05-c932998e3c06\"><li>\ud83d\udccc&nbsp;<strong>Emilia-Dataset:&nbsp;<\/strong>https:\/\/huggingface.co\/datasets\/amphion\/Emilia-Dataset<\/li><li>\ud83d\udccc&nbsp;<strong>Emilia-Pipe GitHub\uff1a<\/strong>https:\/\/github.com\/open-mmlab\/Amphion\/tree\/main\/preprocessors\/Emilia<\/li><li>\ud83d\udccc&nbsp;<strong>\u8bba\u6587\uff1a<\/strong>https:\/\/arxiv.org\/abs\/2501.15907<\/li><\/ul>\n","protected":false},"excerpt":{"rendered":"<p>ArXiv:&nbsp;https:\/\/arxiv.org\/abs\/2407.05361GitHub:&#038;nbs &hellip; <a href=\"http:\/\/139.9.1.231\/index.php\/2024\/10\/31\/emilia-audio-dataset\/\" class=\"more-link\">\u7ee7\u7eed\u9605\u8bfb<span class=\"screen-reader-text\">Emilia\uff1a\u7528\u4e8e\u5927\u89c4\u6a21\u8bed\u97f3\u751f\u6210\u7684\u5e7f\u6cdb\u3001\u591a\u8bed\u8a00\u548c\u591a\u6837\u5316\u768420wh+\u8bed\u97f3\u6570\u636e\u96c6<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[40,4,38,34],"tags":[],"_links":{"self":[{"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/posts\/21611"}],"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=21611"}],"version-history":[{"count":31,"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/posts\/21611\/revisions"}],"predecessor-version":[{"id":25475,"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/posts\/21611\/revisions\/25475"}],"wp:attachment":[{"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/media?parent=21611"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/categories?post=21611"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/tags?post=21611"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}