{"id":22987,"date":"2024-12-11T10:48:59","date_gmt":"2024-12-11T02:48:59","guid":{"rendered":"http:\/\/139.9.1.231\/?p=22987"},"modified":"2024-12-11T10:49:00","modified_gmt":"2024-12-11T02:49:00","slug":"audio-data-sum","status":"publish","type":"post","link":"http:\/\/139.9.1.231\/index.php\/2024\/12\/11\/audio-data-sum\/","title":{"rendered":"\u8bed\u97f3\u548c\u566a\u58f0\u76f8\u5173\u6570\u636e\u96c6"},"content":{"rendered":"\n<p>\u8f6c\u8f7d\u5730\u5740\uff1a<a rel=\"noreferrer noopener\" href=\"https:\/\/www.cnblogs.com\/LXP-Never\/p\/15474948.html\" target=\"_blank\">https:\/\/www.cnblogs.com\/LXP-Never\/p\/15474948.html<\/a><\/p>\n\n\n\n<p>\u535a\u5ba2\u4f5c\u8005\uff1a<a rel=\"noreferrer noopener\" href=\"https:\/\/home.cnblogs.com\/u\/LXP-Never\/\" target=\"_blank\">\u51cc\u9006\u6218<\/a><\/p>\n\n\n\n\n\n<h1 id=\"blogTitle0\">\u8bed\u97f3\u6570\u636e\u96c6<\/h1>\n\n\n\n<h2 id=\"blogTitle1\"><strong>TIMIT<\/strong><\/h2>\n\n\n\n<blockquote class=\"wp-block-quote\"><p>\u5b98\u65b9\u63d0\u4f9b\u7684\u4e0b\u8f7d\u5730\u5740\uff1a<a href=\"https:\/\/catalog.ldc.upenn.edu\/LDC93S1\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/catalog.ldc.upenn.edu\/LDC93S1<\/a><\/p><p>\u514d\u8d39\u4e0b\u8f7d\u5730\u5740\uff1a<a href=\"https:\/\/goo.gl\/l0sPwz\">https:\/\/goo.gl\/l0sPwz<\/a>(420M)<\/p><\/blockquote>\n\n\n\n<p>\u3000\u3000TIMIT \u5171\u5305\u542b 6300 \u4e2a\u53e5\u5b50\uff0c10 \u4e2a\u53e5\u5b50\u7531\u6765\u81ea\u7f8e\u56fd 8 \u4e2a\u4e3b\u8981\u65b9\u8a00\u533a\u7684 630 \u4f4d\u8bf4\u8bdd\u4eba\u3002<\/p>\n\n\n\n<h2 id=\"blogTitle2\"><strong>VCTK<\/strong><\/h2>\n\n\n\n<blockquote class=\"wp-block-quote\"><p>\u4e0b\u8f7d\u5730\u5740\uff1a<a href=\"https:\/\/datashare.ed.ac.uk\/handle\/10283\/3443\" target=\"_blank\" rel=\"noreferrer noopener\">\u4f20\u9001\u95e8<\/a>\uff0810.94Gb\uff09<\/p><\/blockquote>\n\n\n\n<p>\u3000\u3000CSTR VCTK \u8bed\u6599\u5e93\u5305\u62ec 110 \u4f4d\u5177\u6709\u5404\u79cd\u53e3\u97f3\u7684\u82f1\u8bed\u4f7f\u7528\u8005\u7684\u8bed\u97f3\u6570\u636e\u3002\u6bcf\u4e2a\u53d1\u8a00\u8005\u8bfb\u51fa\u5927\u7ea6 400 \u4e2a\u53e5\u5b50\uff0c\u6240\u6709\u8bed\u97f3\u6570\u636e\u90fd\u662f\u4f7f\u7528\u76f8\u540c\u7684\u5f55\u97f3\u8bbe\u7f6e\u5f55\u5236\u7684\uff1a\u5168\u5411\u9ea6\u514b\u98ce (DPA 4035)\u548c\u4e00\u4e2a\u5c0f\u632f\u819c\u7535\u5bb9\u9ea6\u514b\u98ce\uff0c\u5177\u6709\u975e\u5e38\u5bbd\u7684\u5e26\u5bbd\uff08Sennheiser MKH 800\uff09\uff0c96kHz \u91c7\u6837\u9891\u7387\uff0c24 \u4f4d\uff0c\u5728\u7231\u4e01\u5821\u5927\u5b66\u7684\u534a\u6d88\u58f0\u5ba4\u4e2d\u3002\u6240\u6709\u5f55\u97f3\u90fd\u8f6c\u6362\u4e3a 16 \u4f4d\uff0c\u4e0b\u91c7\u6837\u5230 48 kHz\uff0c\u5e76\u624b\u52a8\u8bbe\u7f6e\u7ec8\u70b9\u3002<\/p>\n\n\n\n<h2 id=\"blogTitle3\"><strong>AISHELL-ASR0009-OS1 \u5f00\u6e90\u4e2d\u6587\u8bed\u97f3\u6570\u636e\u5e93<\/strong><\/h2>\n\n\n\n<blockquote class=\"wp-block-quote\"><p>\u4e0b\u8f7d\u5730\u5740\uff1a<a href=\"http:\/\/www.aishelltech.com\/kysjcp\" target=\"_blank\" rel=\"noreferrer noopener\">\u4f20\u9001\u95e8<\/a>\uff0814.51Gb\uff09<\/p><\/blockquote>\n\n\n\n<p>\u3000\u3000\u65f6\u957f<strong>178<\/strong>\u5c0f\u65f6\uff0c\u5f55\u97f3\u6587\u672c\u6d89\u53ca\u667a\u80fd\u5bb6\u5c45\u3001\u65e0\u4eba\u9a7e\u9a76\u3001\u5de5\u4e1a\u751f\u4ea7\u7b4911\u4e2a\u9886\u57df\u3002\u5f55\u5236\u8fc7\u7a0b\u5728\u5b89\u9759\u5ba4\u5185\u73af\u5883\u4e2d\uff0c \u540c\u65f6\u4f7f\u75283\u79cd\u4e0d\u540c\u8bbe\u5907\uff1a \u9ad8\u4fdd\u771f\u9ea6\u514b\u98ce\uff0844.1kHz\uff0c16-bit\uff09\uff1bAndroid\u7cfb\u7edf\u624b\u673a\uff0816kHz\uff0c16-bit\uff09\uff1biOS\u7cfb\u7edf\u624b\u673a\uff0816kHz\uff0c16-bit\uff09\u3002\u9ad8\u4fdd\u771f\u9ea6\u514b\u98ce\u5f55\u5236\u7684\u97f3\u9891\u964d\u91c7\u6837\u4e3a16kHz\u3002400\u540d\u6765\u81ea\u4e2d\u56fd\u4e0d\u540c\u53e3\u97f3\u533a\u57df\u7684\u53d1\u8a00\u4eba\u53c2\u4e0e\u5f55\u5236\u3002<\/p>\n\n\n\n<p><strong>AISHELL-2 \u4e2d\u6587\u8bed\u97f3\u6570\u636e\u5e93<\/strong><\/p>\n\n\n\n<p>\u3000\u3000\u65f6\u957f\u4e3a<strong>1000<\/strong>\u5c0f\u65f6\uff0c\u5176\u4e2d718\u5c0f\u65f6\u6765\u81eaAISHELL-ASR0009\uff0c282\u5c0f\u65f6\u6765\u81eaAISHELL-ASR0010\u3002\u5f55\u97f3\u6587\u672c\u6d89\u53ca\u5524\u9192\u8bcd\u3001\u8bed\u97f3\u63a7\u5236\u8bcd\u3001\u667a\u80fd\u5bb6\u5c45\u3001\u65e0\u4eba\u9a7e\u9a76\u3001\u5de5\u4e1a\u751f\u4ea7\u7b4912\u4e2a\u9886\u57df\u3002\u5f55\u5236\u8fc7\u7a0b\u5728\u5b89\u9759\u5ba4\u5185\u73af\u5883\u4e2d\uff0c \u540c\u65f6\u4f7f\u75283\u79cd\u4e0d\u540c\u8bbe\u5907\uff1a \u9ad8\u4fdd\u771f\u9ea6\u514b\u98ce\uff0844.1kHz\uff0c16bit\uff09\uff1bAndroid\u7cfb\u7edf\u624b\u673a\uff0816kHz\uff0c16bit\uff09\uff1biOS\u7cfb\u7edf\u624b\u673a\uff0816kHz\uff0c16bit\uff09\u3002AISHELL-2\u91c7\u7528iOS\u7cfb\u7edf\u624b\u673a\u5f55\u5236\u7684\u8bed\u97f3\u6570\u636e\u30021991\u540d\u6765\u81ea\u4e2d\u56fd\u4e0d\u540c\u53e3\u97f3\u533a\u57df\u7684\u53d1\u8a00\u4eba\u53c2\u4e0e\u5f55\u5236\u3002<\/p>\n\n\n\n<p><strong>AISHELL-3 \u9ad8\u4fdd\u771f\u4e2d\u6587\u8bed\u97f3\u6570\u636e\u5e93<\/strong><\/p>\n\n\n\n<p>\u3000\u3000\u65f6\u957f\u4e3a85\u5c0f\u65f6<strong>88035\u53e5<\/strong>\uff0c\u53ef\u505a\u4e3a\u591a\u8bf4\u8bdd\u4eba\u5408\u6210\u7cfb\u7edf\u3002\u5f55\u5236\u8fc7\u7a0b\u5728\u5b89\u9759\u5ba4\u5185\u73af\u5883\u4e2d\uff0c \u4f7f\u7528\u9ad8\u4fdd\u771f\u9ea6\u514b\u98ce\uff0844.1kHz\uff0c16bit\uff09\u3002218\u540d\u6765\u81ea\u4e2d\u56fd\u4e0d\u540c\u53e3\u97f3\u533a\u57df\u7684\u53d1\u8a00\u4eba\u53c2\u4e0e\u5f55\u5236\u3002<\/p>\n\n\n\n<p><strong>AISHELL-WakeUp-1 \u4e2d\u82f1\u6587\u5524\u9192\u8bcd\u8bed\u97f3\u6570\u636e\u5e93<\/strong><\/p>\n\n\n\n<p><strong>AISHELL-DMASH \u4e2d\u6587\u666e\u901a\u8bdd\u9ea6\u514b\u98ce\u9635\u5217\u5bb6\u5c45\u573a\u666f\u8bed\u97f3\u6570\u636e\u5e93<\/strong><\/p>\n\n\n\n<p><strong>AISHELL-4 \u591a\u901a\u9053\u4e2d\u6587\u4f1a\u8bae\u8bed\u97f3\u6570\u636e\u5e93<\/strong><\/p>\n\n\n\n<h2 id=\"blogTitle4\">Mozilla Common Voice<\/h2>\n\n\n\n<blockquote class=\"wp-block-quote\"><p>\u4e0b\u8f7d\u5730\u5740\uff1a<a href=\"https:\/\/commonvoice.mozilla.org\/zh-CN\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/commonvoice.mozilla.org\/zh-CN<\/a><\/p><p>\u65f6\u957f\uff1a1965\u5c0f\u65f6\uff08\u76ee\u524d\u4e3a\u6b62\uff09<\/p><\/blockquote>\n\n\n\n<p>\u6700\u65e92017\u5e74\u53d1\u5e03\uff0c\u6301\u7eed\u66f4\u65b0\uff0c\u8be5\u57fa\u91d1\u4f1a\u8868\u793a\uff0c\u901a\u8fc7 Common Voice \u7f51\u7ad9\u548c\u79fb\u52a8\u5e94\u7528\uff0c\u4ed6\u4eec\u6b63\u5728\u79ef\u6781\u5f00\u5c55 70 \u79cd\u8bed\u8a00\u7684\u6570\u636e\u6536\u96c6\u5de5\u4f5c\u3002<\/p>\n\n\n\n<p>Mozilla \u5ba3\u79f0\u5176\u62e5\u6709\u53ef\u4f9b\u4f7f\u7528\u7684\u6700\u5927\u7684\u4eba\u7c7b\u8bed\u97f3\u6570\u636e\u96c6\uff0c\u5f53\u524d\u6570\u636e\u96c6\u6709\u5305\u62ec 29 \u79cd\u4e0d\u540c\u7684\u8bed\u8a00,\u5176\u4e2d\u5305\u62ec\u6c49\u8bed\uff0c\u4ece 4\u4e07\u591a\u540d\u8d21\u732e\u8005\u90a3\u91cc\u6536\u96c6\u4e86\u8fd1 2454 \u5c0f\u65f6\uff08\u5176\u4e2d1965\u5c0f\u65f6\u5df2\u9a8c\u8bc1\uff09\u7684\u5f55\u97f3\u8bed\u97f3\u6570\u636e\u3002\u5e76\u4e14\u505a\u51fa\u4e86\u5f00\u653e\u7684\u627f\u8bfa\uff1a\u5411\u521d\u521b\u516c\u53f8\u3001\u7814\u7a76\u4eba\u5458\u4ee5\u53ca\u5bf9\u8bed\u97f3\u6280\u672f\u611f\u5174\u8da3\u7684\u4efb\u4f55\u4eba\u516c\u5f00\u6211\u4eec\u6536\u96c6\u5230\u7684\u9ad8\u8d28\u91cf\u8bed\u97f3\u6570\u636e\u3002<\/p>\n\n\n\n<p><strong>\u4e0d\u80fd\u4fdd\u8bc1\u6bcf\u4e2a\u8bed\u97f3\u90fd\u662f\u5728\u6d88\u58f0\u5ba4\u5185\u5f55\u5236\uff0c\u6240\u4ee5\u8bed\u97f3\u53ef\u80fd\u5305\u542b\u566a\u58f0<\/strong><\/p>\n\n\n\n<h2 id=\"blogTitle5\">Tatoeba<\/h2>\n\n\n\n<p>\u4e0b\u8f7d\u5730\u5740\uff1a<a href=\"https:\/\/tatoeba.org\/zh-cn\/downloads\" target=\"_blank\" rel=\"noreferrer noopener\">\u4f20\u9001\u95e8<\/a><\/p>\n\n\n\n<p>\u3000\u3000\u9879\u76ee\u59cb\u4e8e2006\u5e74tatoeba\u662f\u4e00\u4e2a\u7528\u4e8e\u8bed\u8a00\u5b66\u4e60\u7684\u53e5\u5b50\u3001\u7ffb\u8bd1\u548c\u53e3\u8bed\u97f3\u9891\u7684\u5927\u578b\u6570\u636e\u5e93\u3002\u6536\u96c6\u9762\u5411\u5916\u8bed\u5b66\u4e60\u8005\u7684\u4f8b\u53e5\u7684\u7f51\u7ad9\uff0c\u7528\u6237\u65e0\u987b\u6ce8\u518c\u4fbf\u53ef\u4ee5\u641c\u7d22\u4efb\u4f55\u5355\u8bcd\u7684\u4f8b\u53e5\u3002\u5982\u679c\u4f8b\u53e5\u542b\u6709\u5bf9\u5e94\u7684\u771f\u4eba\u53d1\u97f3\uff0c\u4e5f\u53ef\u4ee5\u70b9\u51fb\u6536\u542c\u3002\u6ce8\u518c\u7528\u6237\u53ef\u4ee5\u6dfb\u52a0\u3001\u7ffb\u8bd1\u3001\u63a5\u7ba1\u3001\u6539\u8fdb\u3001\u8ba8\u8bba\u53e5\u5b50\u3002\u8fd8\u53ef\u4ee5\u5728\u7559\u8a00\u677f\u4e0a\u548c\u5176\u4ed6\u6ce8\u518c\u7528\u6237\u8ba8\u8bba\u3002\u5728\u7559\u8a00\u677f\u4e0a\uff0c\u6240\u6709\u7684\u8bed\u8a00\u90fd\u662f\u5e73\u7b49\u7684\uff0c\u6ce8\u518c\u7528\u6237\u53ef\u4ee5\u4f7f\u7528\u81ea\u5df1\u559c\u6b22\u7684\u8bed\u8a00\u4e0e\u5176\u4ed6\u7528\u6237\u4ea4\u6d41\u3002<\/p>\n\n\n\n<h2 id=\"blogTitle6\">\u65e5\u8bed\u6570\u636e\u96c6<\/h2>\n\n\n\n<p>\u8fd9\u4e2a\u7f51\u7ad9\u6536\u96c6\u4e86\u5f88\u591a\u548c\u65e5\u8bed\u76f8\u5173\u7684\u6570\u636e\u96c6\uff1a<a href=\"https:\/\/research.nii.ac.jp\/src\/en\/list.html\" target=\"_blank\" rel=\"noreferrer noopener\">\u8bed\u97f3\u8d44\u6e90\u8054\u76df<\/a><\/p>\n\n\n\n<p><strong>JSUT<\/strong><\/p>\n\n\n\n<p>\u4e0b\u8f7d\u5730\u5740\uff1a<a href=\"https:\/\/sites.google.com\/site\/shinnosuketakamichi\/publication\/jsut\" target=\"_blank\" rel=\"noreferrer noopener\">\u4f20\u9001\u95e8<\/a><\/p>\n\n\n\n<p>\u8be5\u8bed\u6599\u5e93\u7531\u65e5\u8bed\u6587\u672c\u548c\u9605\u8bfb\u8bed\u97f3\u7ec4\u6210\u3002\u97f3\u9891\u6570\u636e\u4ee548 kHz\u91c7\u6837\u5e76\u8bb0\u5f55\u5728\u6d88\u58f0\u5ba4\u4e2d\u3002\u5f55\u5236\u4e86\u4e00\u4f4d\u8bf4\u65e5\u8bed\u7684\u5973\u6027\u7684\u58f0\u97f3\u3002\u8be5\u8bed\u6599\u5e93\u5305\u542b10 \u5c0f\u65f6\u7684\u8bed\u97f3\uff0c\u7531\u4ee5\u4e0b\u6570\u636e\u7ec4\u6210\u3002<\/p>\n\n\n\n<ul><li>basic5000 &#8230; \u6db5\u76d6\u6240\u6709\u5e38\u7528\u6c49\u5b57\u7684\u8bfb\u97f3\u548c\u8bfb\u97f3<\/li><li>utparaphrase512 &#8230; \u66ff\u6362\u4e86\u53e5\u5b50\u7684\u4e00\u90e8\u5206<\/li><li>onomatopoe300 &#8230; \u65e5\u8bed\u62df\u58f0\u8bcd<\/li><li>countersuffix26 &#8230; \u52a9\u6570\u8a5e<\/li><li>loanword128 &#8230; \u884d\u751f\u81ea\u5916\u6765\u8bcd\u7684\u52a8\u8bcd\u548c\u540d\u8bcd\uff08\u4f8b\u5982\uff0cGoogle\uff09<\/li><li>voiceactress100 &#8230;\u914d\u97f3\u6f14\u5458\u7edf\u8ba1\u8bed\u6599\u5e93\uff08\u4e13\u4e1a\u5973\u914d\u97f3\u6f14\u5458\u514d\u8d39\u8bed\u6599\u5e93\uff09<\/li><li>travel1000 &#8230; \u65c5\u6e38\u9886\u57df\u7684\u77ed\u8bed<\/li><li>precedent130 &#8230; \u5224\u4f8b\u6587<\/li><li>repeat500 &#8230;\u91cd\u590d\u6f14\u8bb2\uff08100\u53e5* 5\u6b21\uff09<\/li><\/ul>\n\n\n\n<p><strong>JVS (Japanese versatile speech) corpus<\/strong><\/p>\n\n\n\n<p>\u4e0b\u8f7d\u5730\u5740\uff1a<a href=\"https:\/\/sites.google.com\/site\/shinnosuketakamichi\/research-topics\/jvs_corpus\" target=\"_blank\" rel=\"noreferrer noopener\">\u4f20\u9001\u95e8<\/a><\/p>\n\n\n\n<p>\u8be5\u8bed\u6599\u5e93\u7531\u65e5\u8bed\u6587\u672c\uff08\u6210\u7ee9\u5355\uff09\u548c\u591a\u8bf4\u8bdd\u8005\u8bed\u97f3\u6570\u636e\u7ec4\u6210\u3002<\/p>\n\n\n\n<ul><li>100\u4f4d\u4e13\u4e1a\u6f14\u8bb2\u8005\uff0c\u6bcf\u4e2a\u6f14\u8bb2\u8005\u90fd\u8bf4\uff1a<\/li><li>&#8220;parallel100&#8221; &#8230; 100 \u79cd\u5728\u8bf4\u8bdd\u8005\u4e2d\u5e38\u89c1\u7684\u9605\u8bfb\u98ce\u683c\u8bdd\u8bed<\/li><li>&#8220;nonpara30&#8221; &#8230; 30 \u79cd\u5728\u8bf4\u8bdd\u8005\u4e4b\u95f4\u5b8c\u5168\u4e0d\u540c\u7684\u9605\u8bfb\u98ce\u683c\u8bdd\u8bed<\/li><li>&#8220;whisper10&#8221; &#8230; 10 \u4e2a\u8033\u8bed<\/li><li>&#8220;falsetto10&#8221; &#8230; 10 \u6b21\u5047\u58f0<\/li><\/ul>\n\n\n\n<p>\u9ad8\u8d28\u91cf\uff08\u5f55\u97f3\u5ba4\u5f55\u97f3\uff09\u3001\u9ad8\u91c7\u6837\u7387\uff0824 kHz\uff09\u548c\u5927\u5c3a\u5bf8\uff0830\u5c0f\u65f6\uff09\u7684\u97f3\u9891\u6587\u4ef6\uff0c\u5305\u62ec\u6709\u7528\u7684\u6807\u7b7e\uff08\u4f8b\u5982\uff0c\u6027\u522b\u3001F0 \u8303\u56f4\u3001\u8bf4\u8bdd\u8005\u76f8\u4f3c\u5ea6\u3001\u6301\u7eed\u65f6\u95f4\u548c\u97f3\u7d20\u5bf9\u9f50\uff08\u81ea\u52a8\u751f\u6210\uff09\uff09<\/p>\n\n\n\n<p><strong>japanese scripted speech corpus &#8211; daily use sentence<\/strong><\/p>\n\n\n\n<p>\u4e0b\u8f7d\u5730\u5740\uff1a<a href=\"https:\/\/magichub.com\/datasets\/japanese-scripted-speech-corpus-daily-use-sentence\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u4f20\u9001\u95e8<\/a><\/p>\n\n\n\n<p>\u8fd9\u4e2a\u5f00\u6e90\u6570\u636e\u96c6\u5305\u542b 18 \u5c0f\u65f6\u7684\u8f6c\u5f55\u65e5\u6587\u811a\u672c\u8bed\u97f3\uff0c\u4e13\u6ce8\u4e8e\u65e5\u5e38\u4f7f\u7528\u7684\u53e5\u5b50\uff0c\u5176\u4e2d\u5305\u542b 37 \u4f4d\u53d1\u8a00\u8005\u8d21\u732e\u7684 17,372 \u6761\u8bdd\u8bed\u3002<\/p>\n\n\n\n<h2 id=\"blogTitle7\">\u6c14\u5bfc\u9aa8\u5bfc\u6570\u636e\u96c6<\/h2>\n\n\n\n<p><a href=\"https:\/\/github.com\/wangmou21\/abcs\">https:\/\/github.com\/wangmou21\/abcs<\/a><\/p>\n\n\n\n<p><a href=\"https:\/\/github.com\/elevoctech\/ESMB-corpus\">https:\/\/github.com\/elevoctech\/ESMB-corpus<\/a><\/p>\n\n\n\n<h1 id=\"blogTitle8\">\u566a\u58f0\u6570\u636e\u96c6<\/h1>\n\n\n\n<h2 id=\"blogTitle9\"><strong>noise-92<\/strong><\/h2>\n\n\n\n<blockquote class=\"wp-block-quote\"><p>\u4e0b\u8f7d\u5730\u5740\uff1a<a href=\"http:\/\/spib.linse.ufsc.br\/noise.html\" target=\"_blank\" rel=\"noreferrer noopener\">\u4f20\u9001\u95e8<\/a>\uff08250M\uff09<\/p><p>\u97f3\u9891\u53c2\u6570\uff1a19980Hz\uff1b\u5355\u901a\u9053\uff0c16\u4f4d\u6df1<\/p><\/blockquote>\n\n\n\n<p>\u4ee5mat\u683c\u5f0f\u5b58\u50a8\uff0c\u53ef\u4ee5\u901a\u8fc7\u4e0b\u9762\u7684\u811a\u672c\u8f6c\u6362\u5230wav\u683c\u5f0f\uff0c\u6240\u6709\u566a\u58f0\u7684\u6301\u7eed\u65f6\u95f4\u4e3a 235 \u79d2\uff0c19.98 KHz \u7684\u91c7\u6837\u7387\u3001\u5177\u6709 16 \u4f4d\u7684\u6a21\u6570\u8f6c\u6362\u5668 (A\/D)\u3001\u6297\u6df7\u53e0\u6ee4\u6ce2\u5668\u548c\u65e0\u9884\u52a0\u91cd\u7ea7\u83b7\u5f97\u3002\u5305\u542b15\u79cd\u566a\u58f0\u7c7b\u578b\uff1a<\/p>\n\n\n\n<ul><li>White noise\uff1a\u767d\u566a\u58f0<\/li><li>pink noise\uff1a\u7c89\u7ea2\u566a\u58f0<\/li><li>volvo\uff1a\u8f66\u5185\u566a\u58f0<\/li><li>babble\uff1a\u9910\u5385\u5185\u5608\u6742\u566a\u58f0<\/li><li>Military vehicle noise\uff1a\u519b\u7528\u8f66\u8f86\u566a\u97f3<\/li><li>Tank noise\uff1a\u5766\u514b\u5185\u90e8\u566a<\/li><li>HF channel noise\uff1a\u9ad8\u9891\u4fe1\u9053\u566a\u58f0<\/li><li>Machine gun noise\uff1a\u673a\u67aa\u566a\u58f0<\/li><li>Factory floor noise\uff1a\u5de5\u5382\u8f66\u95f4\u566a\u97f3<\/li><li>F-16 cockpit noise\uff1aF16\u5ea7\u8231\u566a\u58f0<\/li><li>Destroyer engine room noise\uff1a\u9a71\u9010\u8230\u673a\u8231\u566a\u58f0<\/li><li>Buccaneer: \u9a7e\u9a76\u8231\u566a\u58f01<\/li><\/ul>\n\n\n\n<p>NOIZEUS\u6570\u636e\u96c6<\/p>\n\n\n\n<blockquote class=\"wp-block-quote\"><p><strong>\u4e0b\u8f7d\u5730\u5740<\/strong>\uff1a<a href=\"https:\/\/ecs.utdallas.edu\/loizou\/speech\/noizeus\/\" target=\"_blank\" rel=\"noreferrer noopener\">NOIZEUS\uff1a\u7528\u4e8e\u8bc4\u4f30\u8bed\u97f3\u589e\u5f3a\u7b97\u6cd5\u7684\u5608\u6742\u8bed\u97f3\u8bed\u6599\u5e93<\/a>\uff08\u566a\u58f0\u548c\u7eaf\u51c0\u8bed\u97f3\u5bf9\uff09<\/p><\/blockquote>\n\n\n\n<p>\u5305\u542b30\u4e2aIEEE \u53e5\u5b50\uff08\u7531\u4e09\u540d\u7537\u6027\u548c\u4e09\u540d\u5973\u6027\u53d1\u8a00\u8005\u4ea7\u751f\uff09\uff0c\u88ab\u4e0d\u540c SNR \u4e0b\u7684\u516b\u79cd\u4e0d\u540c\u7684\u771f\u5b9e\u4e16\u754c\u566a\u58f0\u7834\u574f\u3002\u566a\u97f3\u5305\u62ec\u90ca\u533a\u706b\u8f66\u566a\u97f3\u3001\u6742\u97f3\u3001\u6c7d\u8f66\u3001\u5c55\u89c8\u5385\u3001\u9910\u5385\u3001\u8857\u9053\u3001\u673a\u573a\u548c\u706b\u8f66\u7ad9\u566a\u97f3\u3002<\/p>\n\n\n\n<h2 id=\"blogTitle11\">DEMAND<\/h2>\n\n\n\n<blockquote class=\"wp-block-quote\"><p>\u4e0b\u8f7d\u5730\u5740\uff1a<a href=\"https:\/\/zenodo.org\/record\/1227121#.YXtsyPlBxjU\" target=\"_blank\" rel=\"noreferrer noopener\">\u4f20\u9001\u95e8<\/a>\uff087.4Gb\uff09<\/p><p>\u97f3\u9891\u53c2\u6570\uff1a48 kHz \u548c 16 kHz \u91c7\u6837\u7387\u5728\u4e00\u4e2a\u76ee\u5f55\u4e2d\u4ee5 16 \u4e2a\u5355\u901a\u9053 WAV \u6587\u4ef6\u7684\u5f62\u5f0f\u63d0\u4f9b<\/p><\/blockquote>\n\n\n\n<p>16 \u901a\u9053\u73af\u5883\u566a\u58f0\u8bb0\u5f55\u6570\u636e\u5e93<\/p>\n\n\n\n<p>\u3000\u3000\u9ea6\u514b\u98ce\u9635\u5217\u662f\u51e0\u4e2a\u9ea6\u514b\u98ce\u7684\uff08\u901a\u5e38\u89c4\u5219\u7684\uff09\u6392\u5217\uff0c\u5141\u8bb8\u4f7f\u7528\u8bb8\u591a\u6709\u8da3\u7684\u4fe1\u53f7\u5904\u7406\u6280\u672f\u3002\u4f8b\u5982\uff0c\u6765\u81ea\u5f7c\u6b64\u76f8\u8ddd\u5f88\u8fd1\u7684\u9ea6\u514b\u98ce\u7684\u97f3\u9891\u4fe1\u53f7\u7684\u76f8\u5173\u6027\u53ef\u4ee5\u7528\u4e8e\u786e\u5b9a\u58f0\u6e90\u76f8\u5bf9\u4e8e\u9635\u5217\u7684\u7a7a\u95f4\u4f4d\u7f6e\uff0c\u6216\u57fa\u4e8e\u58f0\u97f3\u5230\u8fbe\u9635\u5217\u7684\u65b9\u5411\u9694\u79bb\u6216\u589e\u5f3a\u4fe1\u53f7\u3002<\/p>\n\n\n\n<p>\u3000\u3000\u901a\u5e38\uff0c\u8003\u8651\u58f0\u5b66\u80cc\u666f\u566a\u58f0\u7684\u9ea6\u514b\u98ce\u9635\u5217\u5b9e\u9a8c\u4f7f\u7528\u53d7\u63a7\u73af\u5883\u6216\u6a21\u62df\u73af\u5883\u3002\u8fd9\u79cd\u4eba\u5de5\u8bbe\u7f6e\u5728\u566a\u58f0\u6e90\u65b9\u9762\u901a\u5e38\u662f\u7a00\u758f\u7684\u3002\u5176\u4ed6\u5df2\u7ecf\u5b58\u5728\u7684\u771f\u5b9e\u4e16\u754c\u566a\u58f0\u6570\u636e\u5e93(\u4f8b\u5982<a href=\"http:\/\/catalog.elra.info\/product_info.php?products_id=693\" target=\"_blank\" rel=\"noreferrer noopener\">AURORA-2\u8bed\u6599\u5e93<\/a>\u3001<a href=\"http:\/\/spandh.dcs.shef.ac.uk\/projects\/chime\/PCC\/datasets.html\" target=\"_blank\" rel=\"noreferrer noopener\">CHiME\u80cc\u666f\u566a\u58f0\u6570\u636e<\/a>\u6216<a href=\"http:\/\/www.speech.cs.cmu.edu\/comp.speech\/Section1\/Data\/noisex.html\" target=\"_blank\" rel=\"noreferrer noopener\">NOISEX-92\u6570\u636e\u5e93<\/a>)\u5f80\u5f80\u53ea\u63d0\u4f9b\u975e\u5e38\u6709\u9650\u7684\u73af\u5883\u591a\u6837\u6027\uff0c\u6700\u591a\u53ea\u80fd\u63d0\u4f9b2\u4e2a\u901a\u9053\u3002<\/p>\n\n\n\n<p>\u3000\u3000\u8fd9\u91cc\u4ecb\u7ecd\u7684DEMAND(\u591a\u5143\u73af\u5883\u591a\u901a\u9053\u58f0\u5b66\u566a\u58f0\u6570\u636e\u5e93)\u63d0\u4f9b\u4e86\u4e00\u7ec4\u5f55\u97f3\uff0c\u5141\u8bb8\u5728\u5404\u79cd\u8bbe\u7f6e\u4e0b\u4f7f\u7528\u771f\u5b9e\u73af\u5883\u7684\u566a\u58f0\u6d4b\u8bd5\u7b97\u6cd5\u3002\u8fd9\u4e2a\u7248\u672c\u63d0\u4f9b\u4e86<strong>15\u4e2a\u5f55\u97f3\u3002\u6240\u6709\u5f55\u97f3\u90fd\u4f7f\u752816\u901a\u9053\u9635\u5217\uff0c\u9ea6\u514b\u98ce\u4e4b\u95f4\u7684\u6700\u5c0f\u8ddd\u79bb\u4e3a5\u5398\u7c73\uff0c\u6700\u5927\u8ddd\u79bb\u4e3a21.8\u5398\u7c73<\/strong>\u3002<strong><\/strong><\/p>\n\n\n\n<h2 id=\"blogTitle12\">PNL 100 Nonspeech Sounds<\/h2>\n\n\n\n<blockquote class=\"wp-block-quote\"><p>\u4e0b\u8f7d\u5730\u5740\uff1a<a href=\"http:\/\/web.cse.ohio-state.edu\/pnl\/corpus\/HuNonspeech\/HuCorpus.html\" target=\"_blank\" rel=\"noreferrer noopener\">\u4f20\u9001\u95e8<\/a>\uff08~10M\uff09<\/p><p>\u97f3\u9891\u683c\u5f0f\uff1a20kHz\u91c7\u6837\u7387\uff0c\u5355\u58f0\u9053\uff0c16\u4f4d\u6df1<\/p><\/blockquote>\n\n\n\n<p>\u8fd9\u4e9b\u975e\u8bed\u97f3\u3001\u73af\u5883\u58f0\u97f3\u53ef\u4ee5\u7528\u4f5c\u8bc4\u4f30\u8bed\u97f3\u5206\u79bb\u7cfb\u7edf\u7b49\u7684\u975e\u8bed\u97f3\u566a\u58f0<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">Crowd \u4eba\u7fa4\u566a\u97f3\uff1aN1-N17\nMachine \u673a\u5668\u566a\u97f3\uff1aN18-N29\nAlarms \u8b66\u62a5\u548c\u8b66\u62a5\u5668\uff1aN30-N43\nTraffic \u4ea4\u901a\u548c\u6c7d\u8f66\u566a\u97f3: N44-N46 \nAnimal \u52a8\u7269\u58f0\u97f3\uff1aN47-N55\nwater \u6c34\u58f0\uff1aN56-N69\nWind \u98ce\uff1aN70-N78\nBell \u94c3\uff1aN79-N82\nCough \u54b3\u55fd\uff1aN83-N85\nclap hands \u62cd\u624b\uff1aN86\nSnoring \u6253\u9f3e\uff1aN87\nClick \u70b9\u51fb\uff1aN88\nlol \u7b11\uff1aN88-N90\nYawn \u6253\u54c8\u6b20\uff1aN91-N92\ncry \u54ed\uff1aN93\nShower \u6dcb\u6d74\uff1aN94\nBrush your teeth \u5237\u7259\uff1aN95\nFootsteps \u811a\u6b65\u58f0\uff1aN96-N97\nDoor Movement \u95e8\u79fb\u52a8\uff1aN98\nTelephone dialing \u7535\u8bdd\u62e8\u53f7\uff1aN99-N100<\/pre>\n\n\n\n<h2 id=\"blogTitle13\">rnnoise_ontributions<\/h2>\n\n\n\n<p>RNNoise\u63d0\u4f9b\u7684\u6350\u8d60\u6570\u636e\u96c6\uff0c\u5927\u90e8\u5206\u662f\u4e00\u4e9b\u529e\u516c\u5ba4\u566a\u58f0\uff0c\u4e0b\u8f7d\u5730\u5740\uff1a<a href=\"https:\/\/media.xiph.org\/rnnoise\/rnnoise_contributions.tar.gz\" target=\"_blank\" rel=\"noreferrer noopener\">\u4f20\u9001\u95e8<\/a>\uff086.41G\uff09\u3002<\/p>\n\n\n\n<h2 id=\"blogTitle14\">COUGHVID \u4f17\u5305\u6570\u636e\u96c6<\/h2>\n\n\n\n<blockquote class=\"wp-block-quote\"><p>\u4e0b\u8f7d\u5730\u5740\uff1a<a href=\"https:\/\/zenodo.org\/record\/7024894#.Y1UJm3ZByUk\" target=\"_blank\" rel=\"noreferrer noopener\">\u4f20\u9001\u95e8<\/a>&nbsp;|&nbsp;<a href=\"https:\/\/c4science.ch\/diffusion\/10770\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u4e3b\u9875<\/a>&nbsp;\uff082.3G\uff09<\/p><p>\u97f3\u9891\u683c\u5f0f\uff1a<\/p><\/blockquote>\n\n\n\n<p>COUGHVID&nbsp;\u7528\u4e8e\u7814\u7a76\u5927\u89c4\u6a21\u54b3\u55fd\u5206\u6790\u7b97\u6cd5\u7684\u8bed\u6599\u5e93\uff0c\u54b3\u55fd\u97f3\u9891\u4fe1\u53f7\u5206\u7c7b\u5df2\u6210\u529f\u7528\u4e8e\u8bca\u65ad\u5404\u79cd\u547c\u5438\u7cfb\u7edf\u75be\u75c5\uff0c\u5e76\u4e14\u4eba\u4eec\u5bf9\u5229\u7528\u673a\u5668\u5b66\u4e60 (ML) \u63d0\u4f9b\u5e7f\u6cdb\u7684 COVID-19 \u7b5b\u67e5\u4ea7\u751f\u4e86\u6d53\u539a\u7684\u5174\u8da3\u3002COUGHVID \u6570\u636e\u96c6\u63d0\u4f9b\u4e86\u8d85\u8fc7 30,000 \u4e2a\u4f17\u5305\u54b3\u55fd\u8bb0\u5f55\uff0c\u4ee3\u8868\u4e86\u5e7f\u6cdb\u7684\u53d7\u8bd5\u8005\u5e74\u9f84\u3001\u6027\u522b\u3001\u5730\u7406\u4f4d\u7f6e\u548c COVID-19 \u72b6\u6001\u3002\u6b64\u5916\uff0c\u7ecf\u9a8c\u4e30\u5bcc\u7684\u80ba\u79d1\u533b\u751f\u6807\u8bb0\u4e86 2,000 \u591a\u6761\u8bb0\u5f55\u4ee5\u8bca\u65ad\u54b3\u55fd\u4e2d\u5b58\u5728\u7684\u533b\u5b66\u5f02\u5e38\uff0c\u4ece\u800c\u8d21\u732e\u4e86\u73b0\u6709\u6700\u5927\u7684\u4e13\u5bb6\u6807\u8bb0\u54b3\u55fd\u6570\u636e\u96c6\u4e4b\u4e00\uff0c\u53ef\u7528\u4e8e\u5927\u91cf\u54b3\u55fd\u97f3\u9891\u5206\u7c7b\u4efb\u52a1\u3002\u56e0\u6b64\uff0cCOUGHVID \u6570\u636e\u96c6\u4e3a\u8bad\u7ec3 ML \u6a21\u578b\u4ee5\u89e3\u51b3\u4e16\u754c\u4e0a\u6700\u7d27\u8feb\u7684\u5065\u5eb7\u5371\u673a\u63d0\u4f9b\u4e86\u5927\u91cf\u7684\u54b3\u55fd\u8bb0\u5f55\u3002<\/p>\n\n\n\n<h2 id=\"blogTitle15\">ESC-50\uff1a\u73af\u5883\u58f0\u97f3\u5206\u7c7b\u6570\u636e\u96c6<\/h2>\n\n\n\n<blockquote class=\"wp-block-quote\"><p>\u4e0b\u8f7d\u5730\u5740\uff1a<a href=\"https:\/\/github.com\/karolpiczak\/ESC-50\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/github.com\/karolpiczak\/ESC-50<\/a>\uff08~600MB\uff09<\/p><p>\u56fd\u5185\u955c\u50cf\uff1a<a href=\"https:\/\/www.heywhale.com\/mw\/dataset\/5ea9337c366f4d002d731d83\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/www.heywhale.com\/mw\/dataset\/5ea9337c366f4d002d731d83<\/a><\/p><p>\u97f3\u9891\u53c2\u6570\uff1a44.1kHz\uff1b\u5355\u901a\u9053\uff0c16\u4f4d\u6df1<\/p><\/blockquote>\n\n\n\n<p>\u3000\u3000ESC-50\u6570\u636e\u96c6\u662f\u4ece<a href=\"https:\/\/freesound.org\/\" target=\"_blank\" rel=\"noreferrer noopener\">Freesound.org<\/a>\u4e2d\u526a\u8f91\u5f97\u5230\u76842000\u4efd\u73af\u5883\u97f3\u9891\u7684\u6807\u8bb0\u96c6\u5408\uff0c\u9002\u7528\u4e8e\u73af\u5883\u58f0\u97f3\u5206\u7c7b\u3002\u8be5\u6570\u636e\u96c6\u7531<strong>5\u79d2\u957f<\/strong>\u7684\u5f55\u97f3\u7ec4\u6210\uff0c\u7ec4\u7ec7\u62105\u5927\u7c7b\uff0c\u6bcf\u4e2a\u5927\u7c7b\u670910\u5c0f\u7c7b(\u6bcf\u4e2a\u5c0f\u00b7\u7c7b\u670940\u4e2a\u793a\u4f8b)\uff0c<\/p>\n\n\n\n<ol><li><strong>\u52a8\u7269<\/strong>\uff1a\u72d7\u3001\u516c\u9e21\u3001\u732a\u3001\u5976\u725b\u3001\u9752\u86d9\u3001\u732b\u3001\u6bcd\u9e21\u3001\u6606\u866b\uff08\u98de\u884c\uff09\u3001\u7f8a\u3001\u4e4c\u9e26<\/li><li><strong>\u81ea\u7136\u58f0\u97f3\u548c\u6c34\u58f0<\/strong>\uff1a\u96e8\u3001\u6d77\u6d6a\u3001\u567c\u556a\u4f5c\u54cd\u7684\u706b\u3001\u87cb\u87c0\u3001\u9e1f\u9e23\u3001\u6c34\u6ef4\u3001\u98ce\u3001\u5012\u6c34\u3001\u51b2\u6c34\u9a6c\u6876\u3001\u96f7\u96e8<\/li><li><strong>\u4eba\u7c7b\u7684\u975e\u8bed\u97f3\u58f0\u97f3<\/strong>\uff1a\u5a74\u513f\u557c\u54ed\u3001\u6253\u55b7\u568f\u3001\u9f13\u638c\u3001\u547c\u5438\u3001\u54b3\u55fd\u3001\u811a\u6b65\u58f0\u3001\u7b11\u3001\u5237\u7259\u3001\u6253\u9f3e\u3001\u559d\u9152\uff0c\u555c\u996e<\/li><li><strong>\u5ba4\u5185\/\u5bb6\u5ead\u58f0\u97f3<\/strong>\uff1a\u6572\u95e8\u58f0\u3001\u9f20\u6807\u70b9\u51fb\u3001\u952e\u76d8\u6253\u5b57\u3001\u95e8\uff0c\u6728\u5934\u5431\u5431\u4f5c\u54cd\u3001\u5f00\u7f50\u5934\u3001\u6d17\u8863\u673a\u3001\u5438\u5c18\u5668\u3001\u65f6\u949f\u95f9\u949f\u3001\u65f6\u949f\u6ef4\u7b54\u58f0\u3001\u73bb\u7483\u7834\u788e<\/li><li><strong>\u5916\u90e8\/\u57ce\u5e02\u566a\u58f0<\/strong>\uff1a\u76f4\u5347\u673a\u3001\u7535\u952f\u3001\u8b66\u7b1b\u3001\u6c7d\u8f66\u5587\u53ed\u3001\u5f15\u64ce\u3001\u706b\u8f66\u3001\u6559\u5802\u7684\u949f\u58f0\u3001\u98de\u673a\u3001\u70df\u82b1\u3001\u624b\u952f<\/li><\/ol>\n\n\n\n<p>\u00a0ESC\u73af\u5883\u566a\u97f3\u5206\u7c7b\u6570\u636e\u96c6<\/p>\n\n\n\n<blockquote class=\"wp-block-quote\"><p>\u4e0b\u8f7d\u5730\u5740\uff1a<a href=\"http:\/\/shujujishi.com\/dataset\/69b2bf03-d855-4f8b-ab96-1ec80e285863.html\" target=\"_blank\" rel=\"noreferrer noopener\">\u4f20\u9001\u95e8<\/a>\uff0826.8GB\uff09<\/p><p>\u97f3\u9891\u53c2\u6570\uff1a44.1kHz\uff0c\u5355\u901a\u9053\uff0c5 \u79d2\u957f\u526a\u8f91<\/p><\/blockquote>\n\n\n\n<p>ESC \u6570\u636e\u96c6\u662f\u4e00\u7ec4\u4ee5\u7edf\u4e00\u683c\u5f0f\u63d0\u4f9b\u7684\u77ed\u671f\u73af\u5883\u8bb0\u5f55\u3002\u6240\u6709\u526a\u8f91\u90fd\u4ece\u901a\u8fc7\u9879\u76ee\u9879\u76ee\u83b7\u5f97\u7684\u516c\u5171<a href=\"http:\/\/freesound.org\/\">Freesound.org\u4e2d\u63d0\u53d6<\/a>\u3002<\/p>\n\n\n\n<p>\u6570\u636e\u96c6\u7531\u4e09\u90e8\u5206\u7ec4\u6210\uff1a<\/p>\n\n\n\n<ul><li><a href=\"https:\/\/github.com\/karoldvl\/ESC-50\" target=\"_blank\" rel=\"noreferrer noopener\">ESC-50<\/a>\uff1a\u4e00\u7ec4\u6709 2000 \u4e2a\u73af\u5883\u8bb0\u5f55\uff0850 \u4e2a\u7c7b\uff0c\u6bcf\u7c7b 40 \u4e2a\u526a\u8f91\uff09\uff0c<\/li><li><a href=\"https:\/\/github.com\/karoldvl\/ESC-10\">ESC-10<\/a>\uff1a\u4e00\u7ec4\u6709 400 \u4e2a\u73af\u5883\u8bb0\u5f55\uff08\u6bcf\u7c7b 10 \u4e2a\u7c7b\uff0c40 \u4e2a\u526a\u8f91\uff09\uff08\u8fd9\u662f ESC-50 \u7684\u5b50\u96c6 &#8211; \u521b\u5efa\u521d\u59cb\u5316\uff0c\u4f5c\u4e3a\u6982\u5ff5\u9a8c\u8bc1\/\u7b80\u5355\u5f55\u5236\u7684\u6807\u51c6\u5316\u9009\u62e9\uff09\uff0c<\/li><li>ESC-US\uff1a\u4e00\u4e2a\u672a\u6807\u8bb0\u7684\u6570\u636e\u96c6\uff0c\u5305\u542b 25 \u4e07\u4e2a\u73af\u5883\u8bb0\u5f55\uff085 \u79d2\u957f\u7684\u526a\u8f91\uff09\uff0c\u9002\u5408\u65e0\u76d1\u7763\u7684\u9884\u57f9\u8bad\u3002<\/li><\/ul>\n\n\n\n<h2 id=\"blogTitle17\">DESED dataset<\/h2>\n\n\n\n<p>\u4e3b\u9875\uff1a<a href=\"https:\/\/project.inria.fr\/desed\/\" target=\"_blank\" rel=\"noreferrer noopener\">Domestic Environment Sound Event Detection Dataset<\/a><\/p>\n\n\n\n<p>\u4e0b\u8f7d\u5730\u5740\uff1a<a href=\"https:\/\/zenodo.org\/record\/3702397#.Y1UzeXZBxjU\" target=\"_blank\" rel=\"noreferrer noopener\">DESED_synthetic<\/a>\u3001<a href=\"https:\/\/zenodo.org\/record\/3588172#.Y1U0SXZBxjV\" target=\"_blank\" rel=\"noreferrer noopener\">DESED_public_eval<\/a><\/p>\n\n\n\n<p>\u97f3\u9891\u53c2\u6570\uff1a<\/p>\n\n\n\n<p>DESED \u6570\u636e\u96c6\u662f\u4e00\u4e2a\u65e8\u5728\u8bc6\u522b\u5bb6\u5ead\u73af\u5883\u4e2d\u7684\u58f0\u97f3\u4e8b\u4ef6\u7c7b\u522b\u7684\u6570\u636e\u96c6\u3002 \u8be5\u6570\u636e\u96c6\u65e8\u5728\u7528\u4e8e\u58f0\u97f3\u4e8b\u4ef6\u68c0\u6d4b\uff08SED\uff0c\u8bc6\u522b\u5177\u6709\u65f6\u95f4\u8fb9\u754c\u7684\u4e8b\u4ef6\uff09\uff0c\u4f46\u5b83\u4e5f\u53ef\u7528\u4e8e\u97f3\u9891\u6807\u8bb0\uff08AT\uff0c\u6307\u793a\u97f3\u9891\u6587\u4ef6\u4e2d\u5b58\u5728\u4e8b\u4ef6\uff09\u3002<\/p>\n\n\n\n<p>\u8be5\u6570\u636e\u96c6\u7531 10 \u4e2a\u4e8b\u4ef6\u7c7b\u7ec4\u6210\uff0c\u53ef\u5728 10 \u79d2\u7684\u97f3\u9891\u6587\u4ef6\u4e2d\u8fdb\u884c\u8bc6\u522b\u3002<\/p>\n\n\n\n<blockquote class=\"wp-block-quote\"><p>\u95f9\u949f\/\u94c3\u58f0\/\u94c3\u58f0\uff0c\u6405\u62cc\u673a\uff0c\u732b\uff0c\u72d7\uff0c\u9910\u5177\uff0c\u7535\u52a8\u5243\u987b\u5200\/\u7259\u5237\uff0c\u6cb9\u70b8\uff0c\u81ea\u6765\u6c34\uff0c\u6f14\u8bb2\uff0c\u5438\u5c18\u5668<\/p><\/blockquote>\n\n\n\n<h2 id=\"blogTitle18\">DISCO&nbsp;<\/h2>\n\n\n\n<p>\u4e0b\u8f7d\u5730\u5740\uff1a<a href=\"https:\/\/zenodo.org\/records\/4019030\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/zenodo.org\/records\/4019030<\/a>&nbsp;(2.2G)<\/p>\n\n\n\n<p>Freesound (https:\/\/freesound.org\/) \u7684\u540e\u8fc7\u6ee4\u6587\u4ef6\u3002\u8fd9\u4e9b\u6587\u4ef6\u5c5e\u4e8e\u4ee5\u4e0b\u7c7b\u522b\u4e4b\u4e00\uff1a\u5a74\u513f\u3001\u6405\u62cc\u673a\u3001\u6d17\u7897\u673a\u3001\u5243\u987b\u5200\u3001\u98ce\u6247\u3001\u6cb9\u70b8\u3001\u6253\u5370\u673a\u3001\u5438\u5c18\u5668\u3001\u6d17\u8863\u673a\u6216\uff08\u6d41\u52a8\/\u51b2\u6d17\uff09\u6c34\u3002<\/p>\n\n\n\n<p>\u540e\u8fc7\u6ee4\u5305\u62ec\u9a8c\u8bc1\u6587\u4ef6\u786e\u5b9e\u5c5e\u4e8e\u8fd9\u4e9b\u7c7b\u522b\u4e4b\u4e00\uff0c\u5e76\u8fc7\u6ee4\u6389\u5176\u4e2d\u7ea7\u522b\u592a\u4f4e\u7684\u90e8\u5206\u3002<\/p>\n\n\n\n<h2 id=\"blogTitle19\">\u5a74\u513f\u557c\u54ed\u6570\u636e\u96c6<\/h2>\n\n\n\n<p><a href=\"https:\/\/github.com\/giulbia\/baby_cry_detection\uff08310M\uff09\">https:\/\/github.com\/giulbia\/baby_cry_detection\uff08310M\uff09<\/a><\/p>\n\n\n\n<p><a href=\"https:\/\/github.com\/gveres\/donateacry-corpus\uff0848.2M\uff09\">https:\/\/github.com\/gveres\/donateacry-corpus\uff0848.2M\uff09<\/a><\/p>\n\n\n\n<p><a href=\"http:\/\/challenge.xfyun.cn\/topic\/info?type=baby-crying\" target=\"_blank\" rel=\"noreferrer noopener\">\u79d1\u5927\u8baf\u98de\u5a74\u513f\u557c\u54ed\u58f0\u8bc6\u522b\u6311\u6218\u8d5b<\/a>\uff08810M\uff09<\/p>\n\n\n\n<ul><li>\u94fe\u63a5\uff1a<a href=\"https:\/\/pan.baidu.com\/s\/1qP-9sd0v31zKnpD5w2kvwQ\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/pan.baidu.com\/s\/1qP-9sd0v31zKnpD5w2kvwQ<\/a><\/li><li>\u63d0\u53d6\u7801\uff1awh47&nbsp;<\/li><\/ul>\n\n\n\n<h2 id=\"blogTitle20\">\u98ce\u566a\u6570\u636e\u96c6<\/h2>\n\n\n\n<p><a href=\"https:\/\/www.iks.rwth-aachen.de\/forschung\/tools-downloads\/databases\/wind-noise-database\" target=\"_blank\" rel=\"noreferrer noopener\">IKS \u98ce\u566a\u6570\u636e\u96c6<\/a>\uff1a\u4eba\u5de5\u4ea7\u751f\u6c14\u6d41\u7684\u5ba4\u5185\u8bbe\u7f6e\u548c\u5177\u6709\u771f\u5b9e\u98ce\u566a\u58f0\u7684\u5ba4\u5916\u573a\u666f\u3002<\/p>\n\n\n\n<p><a href=\"https:\/\/zenodo.org\/record\/6687982#.Y1kl6HZByUk\" target=\"_blank\" rel=\"noreferrer noopener\">Wind Noise Dataset<\/a>\uff1a\u5305\u62ec\u4eba\u5de5\u4ea7\u751f\u548c\u624b\u673a\u8bb0\u5f55\u7684\u6837\u672c\u3002<\/p>\n\n\n\n<h2 id=\"blogTitle21\">YouTube&#8211;ASMR noise<\/h2>\n\n\n\n<p><a href=\"https:\/\/www.cnblogs.com\/LXP-Never\/p\/%E3%80%90ASMR%E3%80%91%20Air%20Conditioner%20Sound\" target=\"_blank\" rel=\"noreferrer noopener\">\u98ce\u673a\u566a\u58f0\u5408\u96c6<\/a>&nbsp;(\u540c\u4e00wav\u6570\u636e\u76f8\u4f3c\u5ea6\u5f88\u9ad8)<\/p>\n\n\n\n<p><a href=\"https:\/\/www.youtube.com\/watch?v=QC53C1sSIsE&amp;list=RDLVex8su9_0yMg&amp;index=6\" target=\"_blank\" rel=\"noreferrer noopener\">\u5272\u8349\u673a\u58f0\u97f3\u5408\u96c6<\/a><\/p>\n\n\n\n<p>\u5272\u8349\u673a\u566a\u58f0\uff1a<a href=\"https:\/\/www.soundjay.com\/lawn-mower-sound-effect.html\" target=\"_blank\" rel=\"noreferrer noopener\">soundjay<\/a><\/p>\n\n\n\n<p><a href=\"https:\/\/www.youtube.com\/watch?v=KilQtE5Nl90&amp;list=RDLVex8su9_0yMg&amp;index=4\" target=\"_blank\" rel=\"noreferrer noopener\">\u5438\u5c18\u5668\u566a\u58f0\u5408\u96c6<\/a><\/p>\n\n\n\n<p><a href=\"https:\/\/www.youtube.com\/watch?v=co7KgV2edvI&amp;list=RDLVco7KgV2edvI&amp;index=1\" target=\"_blank\" rel=\"noreferrer noopener\">\u98de\u673a\u5ba2\u8231\u767d\u566a\u97f3\u55b7\u6c14\u58f0\u97f3\u5408\u96c6<\/a><\/p>\n\n\n\n<p>\u96e8\u58f0\uff1a<a href=\"https:\/\/www.youtube.com\/watch?v=QKk6IWuduSU\" target=\"_blank\" rel=\"noreferrer noopener\">\u7761\u89c9\u7684\u96e8\u58f0 &#8211; \u591c\u95f4\u8ff7\u96fe\u68ee\u6797\u4e2d\u7684\u5927\u66b4\u96e8\u548c\u96f7\u58f0<\/a><\/p>\n\n\n\n<p>\u9152\u5427babble\uff1a<a href=\"https:\/\/www.youtube.com\/watch?v=ZSrVznkaMEM\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/www.youtube.com\/watch?v=ZSrVznkaMEM<\/a><\/p>\n\n\n\n<h2 id=\"blogTitle22\">FSD50K<\/h2>\n\n\n\n<blockquote class=\"wp-block-quote\"><p>\u4e0b\u8f7d\u5730\u5740\uff1a<a href=\"https:\/\/zenodo.org\/record\/4060432#.Y1kvcHZByUk\" target=\"_blank\" rel=\"noreferrer noopener\">\u4f20\u9001\u95e8<\/a><\/p><p>\u97f3\u9891\u683c\u5f0f\uff1a<\/p><\/blockquote>\n\n\n\n<p>\u3000\u3000FSD50K \u662f\u4e00\u4e2a\u4eba\u7c7b\u6807\u8bb0\u58f0\u97f3\u4e8b\u4ef6\u7684\u5f00\u653e\u6570\u636e\u96c6\uff0c\u5305\u542b 51,197 \u4e2a&nbsp;<a href=\"https:\/\/freesound.org\/\" target=\"_blank\" rel=\"noreferrer noopener\">Freesound<\/a>&nbsp;\u526a\u8f91\uff0c\u603b\u8ba1 108.3 \u5c0f\u65f6\u7684\u591a\u6807\u7b7e\u97f3\u9891\uff0c\u8fd9\u4e9b\u526a\u8f91\u4e0d\u5747\u7b49\u5730\u5206\u5e03\u5728\u6765\u81ea<a href=\"https:\/\/research.google.com\/audioset\/ontology\/index.html\" target=\"_blank\" rel=\"noreferrer noopener\">&nbsp;AudioSet Ontology<\/a>\u7684 200 \u4e2a\u7c7b\u4e2d\u3002\u8be5\u6570\u636e\u96c6\u5305\u542b 200 \u4e2a\u58f0\u97f3\u7c7b\uff08144 \u4e2a\u53f6\u8282\u70b9\u548c 56 \u4e2a\u4e2d\u95f4\u8282\u70b9\uff09\uff0c\u7531AudioSet Ontology\u7684\u5b50\u96c6\u5206\u5c42\u7ec4\u7ec7\u3002\u97f3\u9891\u5185\u5bb9\u4e3b\u8981\u7531\u7269\u7406\u58f0\u6e90\u548c\u4ea7\u751f\u673a\u5236\u4ea7\u751f\u7684\u58f0\u97f3\u4e8b\u4ef6\u7ec4\u6210\uff0c\u5305\u62ec\u4eba\u58f0\u3001\u7269\u58f0\u3001\u52a8\u7269\u58f0\u3001\u81ea\u7136\u58f0\u3001\u4e50\u5668\u58f0\u7b49\u3002\u53ef\u4ee5\u5728\u4e2d\u68c0\u67e5\u8bcd\u6c47\u8868 vocabulary.csv \uff08\u8bf7\u53c2\u9605\u4e0b\u9762\u7684\u6587\u4ef6\u90e8\u5206\uff09\u3002<\/p>\n\n\n\n<h2 id=\"blogTitle23\">MS-SNSD<\/h2>\n\n\n\n<blockquote class=\"wp-block-quote\"><p>\u4e0b\u8f7d\u5730\u5740\uff1a<a href=\"https:\/\/github.com\/microsoft\/MS-SNSD\" target=\"_blank\" rel=\"noreferrer noopener\">\u4f20\u9001\u95e8<\/a><\/p><p>\u97f3\u9891\u683c\u5f0f\uff1a16kHz\uff0c\u5355\u58f0\u9053\uff0c16\u4f4d\u6df1<\/p><\/blockquote>\n\n\n\n<p>\u51b7\u6c14\u673a\u3001\u673a\u573a\u516c\u544a\u3001Babble\u3001\u590d\u5370\u673a\u3001\u5480\u56bc\u3001\u90bb\u5c45\u3001\u5173\u95e8\u3001\u6253\u5b57\u3001\u5438\u5c18\u5668<\/p>\n\n\n\n<p>\u8be5\u6570\u636e\u96c6\u7684\u6765\u6e90\uff1a<\/p>\n\n\n\n<p>Clean speech<\/p>\n\n\n\n<ul><li><a href=\"https:\/\/www.spsc.tugraz.at\/databases-and-tools\/ptdb-tug-pitch-tracking-database-from-graz-university-of-technology.html\" target=\"_blank\" rel=\"noreferrer noopener\">PTDB-TUG: Pitch Tracking Database from Graz University of Technology&nbsp;<\/a><\/li><li><a href=\"https:\/\/datashare.is.ed.ac.uk\/handle\/10283\/2791\" target=\"_blank\" rel=\"noreferrer noopener\">Edinburgh 56 speaker dataset<\/a><\/li><\/ul>\n\n\n\n<p>Noise<\/p>\n\n\n\n<ul><li><a href=\"https:\/\/freesound.org\/\" target=\"_blank\" rel=\"noreferrer noopener\">Freesound<\/a>:&nbsp; Only files with CC0 licenses were selected<\/li><li><a href=\"https:\/\/zenodo.org\/record\/1227121#.XRKKxYhKiUk\" target=\"_blank\" rel=\"noreferrer noopener\">Demand<\/a><\/li><\/ul>\n\n\n\n<h2 id=\"blogTitle24\">QUT-NOISE<\/h2>\n\n\n\n<blockquote class=\"wp-block-quote\"><p>\u4e0b\u8f7d\u5730\u5740\uff1a<a href=\"https:\/\/research.qut.edu.au\/saivt\/databases\/qut-noise-databases-and-protocols\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u4f20\u9001\u95e8<\/a>\uff087.70Gb\uff09<\/p><p>\u97f3\u9891\u683c\u5f0f\uff1a\u91c7\u6837\u738748kHz\uff1b\u53cc\u58f0\u9053\uff1b16\u4f4d\u6df1<\/p><\/blockquote>\n\n\n\n<p>\u566a\u58f0\u7c7b\u578b\uff1a\u8857\u9053\u3001\u5496\u5561\u5385\u3001\u6c7d\u8f66\u3001\u5bb6\u5ead\u3001\u6df7\u54cd\u3001<\/p>\n\n\n\n<h2 id=\"blogTitle25\">freesound-datasets<\/h2>\n\n\n\n<blockquote class=\"wp-block-quote\"><p>\u4e0b\u8f7d\u5730\u5740\uff1a<a href=\"https:\/\/github.com\/MTG\/freesound-datasets\" target=\"_blank\" rel=\"noreferrer noopener\">\u4f20\u9001\u95e8<\/a><\/p><\/blockquote>\n\n\n\n<h2 id=\"blogTitle26\">STARSS22\uff1aSony-TAu Realistic Spatial Soundscapes 2022<\/h2>\n\n\n\n<blockquote class=\"wp-block-quote\"><p>\u4e0b\u8f7d\u5730\u5740\uff1a<a href=\"https:\/\/zenodo.org\/record\/6600531#.YzVNhnZBxjU\" target=\"_blank\" rel=\"noreferrer noopener\">\u4f20\u9001\u95e8<\/a><\/p><\/blockquote>\n\n\n\n<p>\u8be5\u6570\u636e\u96c6\u5305\u542b\u5404\u79cd\u623f\u95f4\u548c\u73af\u5883\u4e2d\u58f0\u97f3\u573a\u666f\u7684\u591a\u901a\u9053\u5f55\u97f3\uff0c\u4ee5\u53ca\u5c5e\u4e8e\u4e00\u7ec4\u76ee\u6807\u7c7b\u522b\u7684\u91cd\u8981\u4e8b\u4ef6\u7684\u65f6\u95f4\u548c\u7a7a\u95f4\u6ce8\u91ca\u3002<\/p>\n\n\n\n<p>\u6ce8\u91ca\u4e86 13 \u4e2a\u76ee\u6807\u58f0\u97f3\u4e8b\u4ef6\u7c7b\u3002\u8fd9\u4e9b\u7c7b\u677e\u6563\u5730\u9075\u5faa<a href=\"https:\/\/research.google.com\/audioset\/ontology\/index.html\" target=\"_blank\" rel=\"noreferrer noopener\">Audioset \u672c\u4f53<\/a>\u3002<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">Female speech, woman speaking \u5973\u6027\u8bb2\u8bdd\uff0c\u5973\u6027\u8bb2\u8bdd\nMale speech, man speaking \u7537\u6027\u8bb2\u8bdd\uff0c\u7537\u6027\u8bb2\u8bdd\nClapping \u9f13\u638c\nTelephone \u7535\u8bdd\nLaughter \u7b11\u58f0\nDomestic sounds \u5bb6\u5ead\u58f0\u97f3\nWalk, footsteps \u884c\u8d70\u3001\u811a\u6b65\u58f0\nDoor, open or close \u95e8\u6253\u5f00\u6216\u5173\u95ed\nMusic \u97f3\u4e50\nMusical instrument \u4e50\u5668\nWater tap, faucet \u6c34\u9f99\u5934\u3001 \u6c34\u9f99\u5934\nBell \u95e8\u94c3\nKnock \u6572\u95e8<\/pre>\n\n\n\n<p>\u8fd9\u4e2a\u6570\u636e\u96c6\u4e0d\u597d\u5237\u9009\uff0c\u6807\u7b7e\u6ce8\u91ca\u4e0d\u53cb\u597d\u3002<\/p>\n\n\n\n<h2 id=\"blogTitle27\">VOICe Dataset<\/h2>\n\n\n\n<blockquote class=\"wp-block-quote\"><p>\u4e0b\u8f7d\u5730\u5740\uff1a<a href=\"https:\/\/zenodo.org\/record\/3514950#.YzVOnnZBxjU\" target=\"_blank\" rel=\"noreferrer noopener\">\u4f20\u9001\u95e8<\/a>\uff083.23GB\uff09<\/p><p>\u97f3\u9891\u683c\u5f0f\uff1a44.1kHz\uff1b\u5355\u58f0\u9053\uff1b32\u4f4d(\u6d6e\u70b9)\u4f4d\u6df1<\/p><\/blockquote>\n\n\n\n<p>\u7528\u4e8e\u5f00\u53d1\u548c\u8bc4\u4f30\u901a\u7528\u58f0\u97f3\u4e8b\u4ef6\u68c0\u6d4b\u57df\u9002\u5e94\u65b9\u6cd5\u7684\u65b0\u6570\u636e\u96c6\uff01<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">\u5a74\u513f\u54ed\u58f0\n\u73bb\u7483\u7834\u788e\n\u67aa\u58f0<\/pre>\n\n\n\n<p>VOICe \u7531\u4e09\u79cd\u4e0d\u540c\u58f0\u97f3\u4e8b\u4ef6\u7684 1449 \u79cd\u4e0d\u540c\u6df7\u5408\u7ec4\u6210\uff1a<\/p>\n\n\n\n<ul><li>1242 \u4e2a\u6df7\u5408\u4e86\u4e09\u79cd\u4e0d\u540c\u7c7b\u522b\u7684\u58f0\u5b66\u573a\u666f\uff08\u201c\u8f66\u8f86\u201d\u3001\u201c\u6237\u5916\u201d\u548c\u201c\u5ba4\u5185\u201d\uff09\u7684\u80cc\u666f\u566a\u58f0\uff0c\u5728 2 \u4e2a SNR \u503c\uff08-3\uff0c-9 dB\uff09\u4e0b\u6df7\u5408\uff0c\u5373 207 \u4e2a\u6df7\u5408 x 3 \u4e2a\u58f0\u5b66\u573a\u666f x 2 \u4e2a\u4fe1\u566a\u6bd4 = 1242<\/li><li>207 \u79cd\u6ca1\u6709\u4efb\u4f55\u80cc\u666f\u566a\u97f3\u7684\u6df7\u5408\u7269\u3002<\/li><\/ul>\n\n\n\n<h2 id=\"blogTitle28\">In-Vehicle Noise Dataset<\/h2>\n\n\n\n<blockquote class=\"wp-block-quote\"><p>\u4e0b\u8f7d\u5730\u5740\uff1a<a href=\"https:\/\/magichub.com\/datasets\/in-vehicle-noise-dataset\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u4f20\u9001\u95e8<\/a>\uff08~2.47GB\uff09<\/p><p>\u97f3\u9891\u53c2\u6570\uff1a44.1 kHz\uff0c16 \u4f4d\uff0c2\u901a\u9053<\/p><\/blockquote>\n\n\n\n<p>\u3000\u3000\u8fd9\u4e2a\u5f00\u6e90\u6570\u636e\u96c6\u5305\u542b\u6765\u81ea\u591a\u4e2a\u6765\u6e90\u7684 5.08 \u5c0f\u65f6\u8f66\u5185\u566a\u58f0\uff0c\u5176\u4e2d\u5305\u542b 7 \u6761\u566a\u58f0\u3002\u566a\u58f0\u6e90\u53ef\u80fd\u5305\u62ec<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">\u8f6e\u80ce\u566a\u58f0\n\u53d1\u52a8\u673a\u566a\u58f0\n\u6536\u97f3\u673a\n\u4eba\u58f0<\/pre>\n\n\n\n<h2 id=\"blogTitle29\">Vehicle Interior Sound Dataset<\/h2>\n\n\n\n<blockquote class=\"wp-block-quote\"><p>\u4e0b\u8f7d\u5730\u5740\uff1a<a href=\"https:\/\/zenodo.org\/record\/5606504#.Yz_dfHZBxjU\" target=\"_blank\" rel=\"noreferrer noopener\">\u4f20\u9001\u95e8VISC Dataset SON<\/a>\uff081.2GB\uff09<\/p><p>\u97f3\u9891\u53c2\u6570\uff1a44.1kHz\uff1b\u53cc\u58f0\u9053\uff1b16\u4f4d\u6df1<\/p><\/blockquote>\n\n\n\n<p>\u3000\u3000\u4f7f\u7528\u7684\u6570\u636e\u96c6\u662f\u4ece YouTube \u7684\u4e0d\u540c\u8f66\u8f86\u7c7b\u578b\u7684\u9a7e\u9a76\u89c6\u70b9 (PoV) \u6536\u96c6\u7684\u3002<strong>\u8fd9\u4e9b\u53ea\u662f\u8f66\u5185\u58f0\u97f3\u3002\u6ca1\u6709\u53f8\u673a\uff0c\u4e5f\u6ca1\u6709\u4eba\u58f0<\/strong>\u30025980\u4e2a\u58f0\u97f3\u88ab\u8bb0\u5f55\u4e868\u4e2a\u7c7b\u3002<strong>\u8fd9\u4e9b\u8f66\u8f86\u5728\u9732\u5929\u7684\u67cf\u6cb9\u8def\u4e0a\u884c\u9a76\u3002\u6211\u4eec\u4e0d\u559c\u6b22\u5728\u96e8\u5929\u5728\u672a\u94fa\u780c\u7684\u9053\u8def\u4e0a\u6536\u96c6\u8f66\u5185\u58f0\u97f3<\/strong>\u3002<\/p>\n\n\n\n<p>\u8fd9\u4e9b\u6570\u636e\u7684\u6587\u4ef6\u683c\u5f0f\u662f wav\u3002\u4f7f\u7528\u58f0\u97f3\u7684\u957f\u5ea6\u5728 3-5 \u79d2\u7684\u8303\u56f4\u5185\uff0c\u9891\u7387\u4e3a 48 kHz\u3002\u9009\u62e9\u7684\u8f66\u8f86\u7c7b\u578b\u662f<strong>\u516c\u5171\u6c7d\u8f66\u3001\u5c0f\u5df4\u3001\u76ae\u5361\u3001\u8dd1\u8f66\u3001\u5409\u666e\u8f66\u3001\u5361\u8f66\u3001\u8de8\u754c\u8f66\u548c\u8f7f\u8f66\uff08\u6c7d\u8f66\uff09<\/strong>\u3002\u6536\u96c6\u7684\u8f66\u8f86\u5185\u90e8\u58f0\u97f3 (VIS) \u6570\u636e\u96c6\u7684\u5c5e\u6027\u603b\u7ed3\u5728\u8868\u4e2d\u3002<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">Bus\uff08\u516c\u4ea4\u8f66\uff09\uff1a850\u4e2a\u6837\u672c\nMinibus\uff08\u9762\u5305\u8f66\uff09\uff1a850\u4e2a\u6837\u672c\nPickup\uff08\u5c0f\u5361\u8f66\uff09\uff1a850\u4e2a\u6837\u672c\nSports Car\uff08\u8dd1\u8f66\uff09\uff1a850\u4e2a\u6837\u672c\nJeep\uff08\u5409\u666e\u8f66\uff09\uff1a850\u4e2a\u6837\u672c\nTruck\uff08\u5361\u8f66\uff09\uff1a850\u4e2a\u6837\u672c\nCrossover\uff08\u8f6c\u7ebf\u8def\uff09\uff1a850\u4e2a\u6837\u672c\nCar (C\u7ea7 \u2013 4K)\uff1a850\u4e2a\u6837\u672c<br>total:5980<\/pre>\n\n\n\n<h2 id=\"blogTitle30\">MAVD\u4ea4\u901a\u6570\u636e\u96c6<\/h2>\n\n\n\n<blockquote class=\"wp-block-quote\"><p>\u4e0b\u8f7d\u5730\u5740\uff1a<a href=\"https:\/\/zenodo.org\/record\/3338727#.YY4qevlBxjV\" target=\"_blank\" rel=\"noreferrer noopener\">\u4f20\u9001\u95e8<\/a>\uff08~1.3G\uff09<\/p><p>\u97f3\u9891\u53c2\u6570\uff1a44.1kHz\uff0c\u5355\u58f0\u9053\uff0c32\u4f4d\u6d6e\u70b9&nbsp;<\/p><\/blockquote>\n\n\n\n<p>\u3000\u3000MAVD\uff1a\u57ce\u5e02\u73af\u5883\u4e2d\u58f0\u97f3\u4e8b\u4ef6\u68c0\u6d4b\u7684\u6570\u636e\u96c6\uff0c\u8be5\u7248\u672c\u4e3b\u8981\u5173\u6ce8<strong>\u9a6c\u8def\u8fb9\u6536\u96c6\u4ea4\u901a\u566a\u58f0<\/strong>\uff0c\u56e0\u6b64\u5f97\u540dMAVD-traffic\uff0c\u9664\u4e86\u97f3\u9891\u8bb0\u5f55\uff0c\u5b83\u8fd8\u5305\u62ec\u540c\u6b65\u89c6\u9891\u6587\u4ef6\u3002\u58f0\u97f3\u4e8b\u4ef6\u6ce8\u91ca\u9075\u5faa\u4e00\u4e2a\u4ea4\u901a\u58f0\u97f3\u672c\u4f53\uff0c\u8be5\u672c\u4f53\u662f\u4e00\u7ec4\u4e24\u79cd\u5206\u7c7b\u7684\u7ec4\u5408\uff1a\u8f66\u8f86\u7c7b\u578b(\u5982\u6c7d\u8f66\u3001\u516c\u5171\u6c7d\u8f66)\u548c\u8f66\u8f86\u7ec4\u4ef6(\u5982\u53d1\u52a8\u673a\u3001\u5239\u8f66)\uff0c\u4ee5\u53ca\u4e00\u7ec4\u4e0e\u4e4b\u76f8\u5173\u7684\u52a8\u4f5c(\u5982\u7a7a\u8f6c\u3001\u52a0\u901f)\u3002<\/p>\n\n\n\n<h2 id=\"blogTitle31\">Dataset-AOB\uff1a\u57ce\u5e02\u58f0\u97f3\u4e8b\u4ef6\u5206\u7c7b<\/h2>\n\n\n\n<blockquote class=\"wp-block-quote\"><p>\u4e0b\u8f7d\u5730\u5740\uff1a<a href=\"https:\/\/zenodo.org\/record\/4319802#.YY4s8PlBxjU\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/zenodo.org\/record\/4319802#.YY4s8PlBxjU<\/a>\uff08~2G\uff09<\/p><p>\u97f3\u9891\u53c2\u6570\uff1a\u91c7\u6837\u7387\uff1a22KHz &#8211; 44KHz\uff0c&lt; 4 \u79d2<\/p><\/blockquote>\n\n\n\n<p>\u6570\u636e\u96c6 Dataset-AOB \u662f\u4f7f\u7528\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u4e3a\u7855\u58eb\u8bba\u6587\u6536\u96c6\u548c\u624b\u52a8\u7f16\u8f91\u7684\u57ce\u5e02\u58f0\u97f3\u4e8b\u4ef6\u5206\u7c7b\u7684\u97f3\u9891\u6570\u636e\u96c6\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">\u8b66\u62a5\u5668\n\u513f\u7ae5\u73a9\u800d\n\u72d7\u5420\n\u5f15\u64ce\n\u811a\u6b65\u58f0\n\u73bb\u7483\u7834\u788e\n\u67aa\u58f0\n\u5730\u94c1\u5217\u8f66\n\u4e0b\u96e8\u548c\u5c16\u53eb\u58f0<\/pre>\n\n\n\n<p>\u4ed6\u7684\u6570\u636e\u6765\u6e90TUT Rare sound events,NIGENS general sound events database\u3001FSDnoisy18k &#8230;.\uff0c\u5982\u679c\u4f60\u5df2\u7ecf\u4f7f\u7528\u4e86\u4e0a\u9762\u7684\u6570\u636e\uff0c\u6ce8\u610f\u89c4\u907f\u6570\u636e\u91cd\u590d\u6027\u3002<\/p>\n\n\n\n<h2 id=\"blogTitle32\">CHiME-Home<\/h2>\n\n\n\n<blockquote class=\"wp-block-quote\"><p>\u4efb\u52a1\u63cf\u8ff0\uff1a<a href=\"https:\/\/dcase.community\/challenge2016\/task-audio-tagging\" target=\"_blank\" rel=\"noreferrer noopener\">DCASE 2016&nbsp;Domestic audio tagging<\/a><\/p><p>\u4e0b\u8f7d\u5730\u5740\uff1a<a href=\"http:\/\/dcase.community\/challenge2016\/task-audio-tagging\" target=\"_blank\" rel=\"noreferrer noopener\">\u4f20\u9001\u95e8<\/a>\uff083.9GB\uff09<\/p><p>\u97f3\u9891\u683c\u5f0f\uff1a\u97f3\u9891\u6570\u636e\u4ee5\u4e24\u4e2a\u91c7\u6837\u7387\uff0848kHz \u548c 16kHz\uff09\u7684 4 \u79d2\u5757\u63d0\u4f9b\uff0c\u5176\u4e2d 48kHz \u6570\u636e\u4e3a\u7acb\u4f53\u58f0\uff0c16kHz \u6570\u636e\u4e3a\u5355\u58f0\u9053\u300216kHz \u5f55\u97f3\u662f\u901a\u8fc7\u5bf9 48kHz \u5f55\u97f3\u7684\u53f3\u624b\u901a\u9053\u8fdb\u884c\u4e0b\u91c7\u6837\u83b7\u5f97\u7684\u3002<\/p><\/blockquote>\n\n\n\n<p>\u3000\u3000\u58f0\u5b66\u73af\u5883\u4e2d\u7684\u4e3b\u8981\u58f0\u6e90\u662f<strong>\u4e24\u4e2a\u6210\u4eba\u548c\u4e24\u4e2a\u513f\u7ae5\u3001\u7535\u89c6\u548c\u7535\u5b50\u4ea7\u54c1\u3001\u53a8\u623f\u7528\u5177\u3001\u4eba\u7c7b\u6d3b\u52a8\u4ea7\u751f\u7684\u811a\u6b65\u58f0\u548c\u6572\u51fb\u58f0\uff0c\u4ee5\u53ca\u6765\u81ea\u5c4b\u5916\u7684\u58f0\u97f3<\/strong>[<a href=\"https:\/\/dcase.community\/challenge2016\/task-audio-tagging#Christensen2010\" target=\"_blank\" rel=\"noreferrer noopener\">Christensen2010<\/a>]\u3002\u97f3\u9891\u6570\u636e\u4ee5\u4e24\u4e2a\u91c7\u6837\u7387\uff0848kHz \u548c 16kHz\uff09\u7684 4 \u79d2\u5757\u63d0\u4f9b\uff0c\u5176\u4e2d 48kHz \u6570\u636e\u4e3a\u7acb\u4f53\u58f0\uff0c16kHz \u6570\u636e\u4e3a\u5355\u58f0\u9053\u300216kHz \u5f55\u97f3\u662f\u901a\u8fc7\u5bf9 48kHz \u5f55\u97f3\u7684\u53f3\u624b\u901a\u9053\u8fdb\u884c\u4e0b\u91c7\u6837\u83b7\u5f97\u7684\u3002\u6bcf\u4e2a\u97f3\u9891\u6587\u4ef6\u5bf9\u5e94\u4e00\u4e2a\u5757\u3002<\/p>\n\n\n\n<p>\u6240\u6709\u53ef\u7528\u7684\u97f3\u9891\u6570\u636e\u90fd\u53ef\u7528\u4e8e\u7cfb\u7edf\u5f00\u53d1\uff0c\u4f46\u5c06\u4f7f\u7528\u4ee5 16kHz \u91c7\u6837\u7684\u5355\u58f0\u9053\u97f3\u9891\u6570\u636e\u8fdb\u884c\u8bc4\u4f30\uff0c\u76ee\u7684\u662f\u63a5\u8fd1\u5546\u7528\u786c\u4ef6\u7684\u5178\u578b\u5f55\u97f3\u80fd\u529b\u3002<\/p>\n\n\n\n<h2 id=\"blogTitle33\">UrbanSound<\/h2>\n\n\n\n<blockquote class=\"wp-block-quote\"><p>\u4e0b\u8f7d\u5730\u5740\uff1a<a href=\"https:\/\/urbansounddataset.weebly.com\/urbansound.html\" target=\"_blank\" rel=\"noreferrer noopener\">\u4f20\u9001\u95e8<\/a>\uff0817.9 GB\uff09<\/p><p>\u97f3\u9891\u683c\u5f0f\uff1a44.1kHz\uff1b\u53cc\u58f0\u9053\uff1b16\u4f4d\u6df1<\/p><\/blockquote>\n\n\n\n<p>\u8be5\u6570\u636e\u96c6\u5305\u542b 1302 \u6761\u5e26\u6807\u7b7e\u7684\u5f55\u97f3\u3002\u6bcf\u4e2a\u5f55\u97f3\u90fd\u6807\u6709 10 \u4e2a\u7c7b\u522b\u7684\u58f0\u97f3\u4e8b\u4ef6\u7684\u5f00\u59cb\u548c\u7ed3\u675f\u65f6\u95f4\u3002\u6bcf\u4e2a\u5f55\u97f3\u53ef\u80fd\u5305\u542b\u591a\u4e2a\u58f0\u97f3\u4e8b\u4ef6\uff0c\u4f46\u5bf9\u4e8e\u6bcf\u4e2a\u6587\u4ef6\uff0c\u4ec5\u6807\u8bb0\u6765\u81ea\u5355\u4e2a\u7c7b\u7684\u4e8b\u4ef6\u3002\u8fd9\u4e9b\u7c7b\u6765\u81ea<a href=\"https:\/\/urbansounddataset.weebly.com\/taxonomy.html\">\u57ce\u5e02\u58f0\u97f3\u5206\u7c7b<\/a>\u3002<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">\u7a7a\u8c03\u8bbe\u5907 air_conditioner\n\u6c7d\u8f66\u5587\u53ed car_horn\n\u5c0f\u5b69\u73a9\u800d children_playing\n\u72d7\u5420 dog_bark\n\u94bb\u5b54 drilling\n\u53d1\u52a8\u673a enginge_idling\n\u67aa\u5c04\u51fb gun_shot\n\u624b\u63d0 jackhammer\n\u6c7d\u7b1b\uff0c\u8b66\u62a5\u5668 siren\n\u8857\u5934\u97f3\u4e50 street_music<\/pre>\n\n\n\n<h2 id=\"blogTitle34\">UrbanSound8K<\/h2>\n\n\n\n<blockquote class=\"wp-block-quote\"><p>\u4e0b\u8f7d\u5730\u5740\uff1a<a href=\"https:\/\/urbansounddataset.weebly.com\/urbansound8k.html\" target=\"_blank\" rel=\"noreferrer noopener\">\u4f20\u9001\u95e8<\/a>\uff086.60GB\uff09<\/p><p>\u97f3\u9891\u683c\u5f0f\uff1a44.1kHz\uff1b\u53cc\u58f0\u9053\uff1b16\u4f4d\u6df1<\/p><\/blockquote>\n\n\n\n<p>\u8be5\u6570\u636e\u96c6\u5305\u542b\u6765\u81ea 10 \u4e2a\u7c7b\u522b\u7684\u57ce\u5e02\u58f0\u97f3\u7684 8732 \u4e2a\u6807\u8bb0\u58f0\u97f3\u6458\u5f55 (&lt;=4s)\u3002\u8fd9\u4e9b\u7c7b\u6765\u81ea<a href=\"https:\/\/urbansounddataset.weebly.com\/taxonomy.html\">\u57ce\u5e02\u58f0\u97f3\u5206\u7c7b<\/a>\u3002<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">\u7a7a\u8c03\u8bbe\u5907 air_conditioner\n\u6c7d\u8f66\u5587\u53ed car_horn\n\u5c0f\u5b69\u73a9\u800d children_playing\n\u72d7\u5420 dog_bark\n\u94bb\u5b54 drilling\n\u53d1\u52a8\u673a enginge_idling\n\u67aa\u5c04\u51fb gun_shot\n\u624b\u63d0 jackhammer\n\u6c7d\u7b1b\uff0c\u8b66\u62a5\u5668 siren\n\u8857\u5934\u97f3\u4e50 street_music<\/pre>\n\n\n\n<h2 id=\"blogTitle35\">SONYC Urban Sound Tagging<\/h2>\n\n\n\n<blockquote class=\"wp-block-quote\"><p>\u4e0b\u8f7d\u5730\u5740\uff1a<a href=\"https:\/\/zenodo.org\/record\/3966543#.Y1ktmXZByUn\" target=\"_blank\" rel=\"noreferrer noopener\">\u4f20\u9001\u95e8<\/a>&nbsp;(13.3 GB)<\/p><p>\u97f3\u9891\u683c\u5f0f\uff1a<\/p><\/blockquote>\n\n\n\n<p>\u3000\u3000SONYC Urban Sound Tagging (SONYC-UST) \u662f\u4e00\u4e2a\u6570\u636e\u96c6\uff0c\u7528\u4e8e\u5f00\u53d1\u548c\u8bc4\u4f30\u7528\u4e8e\u73b0\u5b9e\u57ce\u5e02\u566a\u58f0\u76d1\u6d4b\u7684\u673a\u5668\u76d1\u542c\u7cfb\u7edf\u3002\u57ce\u5e02\u58f0\u97f3\u591a\u6807\u7b7e\u6570\u636e\u96c6\uff0c\u6807\u7b7e\u5206\u7c7b\u5982\u4e0b\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">\u5f15\u64ce\n\u3000\u30001\uff1a\u5c0f\u578b\u5f15\u64ce\n\u3000\u30002\uff1a\u4e2d\u578b\u5f15\u64ce\n\u3000\u30003\uff1a\u5927\u578b\u5f15\u64ce\n\u3000\u3000X\uff1a\u5f15\u64ce\u5927\u5c0f\u4e0d\u786e\u5b9a\n\u673a\u68b0\u51b2\u51fb\n\u3000\u30001\uff1a\u51ff\u5ca9\u673a\n\u3000\u30002\uff1a\u624b\u63d0\u94bb\n\u3000\u30003\uff1a\u9504\u5934\n\u3000\u30004\uff1a\u6253\u6869\u673a\n\u3000\u3000X\uff1a\u5176\u4ed6\u672a\u77e5\u51b2\u51fb\u673a\u68b0\n\u975e\u673a\u68b0\u5f71\u54cd\n\u3000\u30001\uff1a\u975e\u673a\u68b0\u5f71\u54cd\n\u7535\u52a8\u952f\n\u3000\u30001\uff1a\u7535\u952f\n\u3000\u30002\uff1a\u4e2d\u5c0f\u578b\u65cb\u8f6c\u952f\n\u3000\u30003\uff1a\u5927\u578b\u65cb\u8f6c\u952f\n\u3000\u3000X\uff1a\u5176\u4ed6\u672a\u77e5\u7535\u52a8\u952f\n\u8b66\u62a5\u4fe1\u53f7\n\u3000\u30001\uff1a\u6c7d\u8f66\u5587\u53ed\n\u3000\u30002\uff1a\u6c7d\u8f66\u8b66\u62a5\n\u3000\u30003\uff1a\u8b66\u62a5\u5668\n\u3000\u30004\uff1a\u53cd\u5411\u8702\u9e23\u5668\n\u3000\u3000X\uff1a\u5176\u4ed6\u672a\u77e5\u8b66\u62a5\u4fe1\u53f7\n\u97f3\u4e50\n\u3000\u30001\uff1a\u56fa\u5b9a\u97f3\u4e50\n\u3000\u30002\uff1a\u79fb\u52a8\u97f3\u4e50\n\u3000\u30003\uff1a\u51b0\u6dc7\u6dcb\u8f66\n\u3000\u3000X\uff1a\u6765\u81ea\u4e0d\u786e\u5b9a\u6765\u6e90\u7684\u97f3\u4e50\n\u4eba\u58f0\n\u3000\u30001\uff1a\u4eba\u6216\u5c0f\u7ec4\u8c08\u8bdd\n\u3000\u30002\uff1a\u4eba\u6216\u5c0f\u7ec4\u558a\u53eb\n\u3000\u30003\uff1a\u5927\u4eba\u7fa4\n\u3000\u30004\uff1a\u653e\u5927\u8bed\u97f3\n\u3000\u3000X\uff1a\u5176\u4ed6\u672a\u77e5\u4eba\u58f0\n\u72d7\n\u3000\u30001\uff1a\u72d7\u5420\u53eb<\/pre>\n\n\n\n<h2 id=\"blogTitle36\">Isolated urban sound database<\/h2>\n\n\n\n<blockquote class=\"wp-block-quote\"><p>\u4e0b\u8f7d\u5730\u5740\uff1a<a href=\"https:\/\/zenodo.org\/record\/1213793#.Yz_cenZBxjU\" target=\"_blank\" rel=\"noreferrer noopener\">\u4f20\u9001\u95e8<\/a>\uff082.3G\uff09<\/p><p>\u97f3\u9891\u683c\u5f0f\uff1a44.1kHz\uff1bbackground: \u53cc\u58f0\u9053\uff1bevent: \u5355\u58f0\u9053\uff1b16\u4f4d\u6df1<\/p><\/blockquote>\n\n\n\n<p>\u6570\u636e\u96c6\u5305\u542b\u4e24\u4e2a\u6587\u4ef6\u5939\uff1a<\/p>\n\n\n\n<ul><li><strong>\u4e8b\u4ef6<\/strong>\uff1a\u5305\u62ec 231 \u4e2a\u88ab\u89c6\u4e3a\u7a81\u51fa\u7684\u7b80\u77ed\u58f0\u97f3\u6837\u672c\uff0c\u6301\u7eed\u65f6\u95f4\u4e3a 1 \u5230 20 \u79d2\uff0c\u5206\u4e3a 21 \u4e2a\u58f0\u97f3\u7c7b\u522b\uff08\u94c3\u58f0(bell)\u3001\u9e1f\u9e23(bird)\u3001\u626b\u5e1a(broom)\u3001\u6c7d\u8f66\u5587\u53ed(carHorn)\u3001\u8fc7\u5f80\u6c7d\u8f66(cityCar\u3001roadCar)\u3001\u5efa\u7b51\u5de5\u5730(constructionSite)\u3001\u54b3\u55fd(coughing)\u3001\u5420\u72d7(dog)\u3001\u8b66\u7b1b(siren)\u3001\u811a\u6b65\u58f0(citystep, stepCity, stepPark)\u3001\u505c\u8f66\u53d1\u52a8\u673a\u7a7a\u6321\u566a\u58f0(stopCar)\u3001\u91d1\u5c5e\u566a\u97f3(doorbell)\u3001\u98de\u673a(plane)\u3001\u5173\u6c7d\u8f66\u7684\u95e8(doorCar)\u3001\u5173\u5bb6\u91cc\u7684\u95e8(doorHouse)\u3001\u66b4\u98ce\u96e8(storm)\u3001\u8857\u9053\u566a\u58f0(streetNoise)\u3001\u624b\u63d0\u7bb1(suitcase)\u3001\u706b\u8f66(train)\u3001\u7535\u8f68(tram)\u3001\u5361\u8f66(truck)\u3001\u4eba\u58f0(voice)\u2026\u2026\uff09<\/li><li><strong>\u80cc\u666f<\/strong>\uff1a\u9e1f\u9e23(bird)\u3001\u5efa\u7b51\u5de5\u5730(construction Site)\u3001\u4eba\u7fa4\u566a\u97f3(crowd)\u3001\u4e0b\u96e8(rain)\u3001\u5728\u516c\u56ed\u3001\u6821\u56ed\\\u91cc\u73a9\u800d\u7684\u5b69\u5b50(park\\schoolyard)\u3001\u6301\u7eed\u7684\u4ea4\u901a\u566a\u97f3(traffic)\u3001\u901a\u98ce\u673a(ventilation)\u3001\u98ce\u5439\u6811(wind_tree)<\/li><\/ul>\n\n\n\n<h2 id=\"blogTitle37\">Acoustic Event Dataset<\/h2>\n\n\n\n<p>\u4e0b\u8f7d\u5730\u5740\uff1a<a href=\"https:\/\/data.vision.ee.ethz.ch\/cvl\/ae_dataset\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u4f20\u9001\u95e8<\/a>\uff081.2GB\uff09<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">acoustic guitar\uff1a\u539f\u58f0\u5409\u4ed6\nairplane\uff1a\u98de\u673a\napplause\uff1a\u638c\u58f0\nbird\uff1a\u9e1f\ncar\uff1a\u8f66\ncat\uff1a\u732b\nchild\uff1a\u5c0f\u5b69\nchurch bell\uff1a\u6559\u5802\u949f\u58f0\ncrowd\uff1a\u4eba\u7fa4\ndog_barking\uff1a\u72d7\u5420\nengine\uff1a\u53d1\u9001\u673a\nfireworks\uff1a\u70df\u706b\nfootstep\uff1a\u811a\u6b65\nglass_breaking\uff1a\u73bb\u7483\u7834\u788e\nhammer\uff1a\u6572\u51fb\nhelicopter\uff1a\u76f4\u5347\u673a\nknock\uff1a\u6572\uff0c\u51fb\uff1b\u78b0\u649e\nlaughter\uff1a\u7b11\nmouse click\uff1a\u9f20\u6807\u70b9\u51fb\nocean surf\uff1a\u6d77\u6d6a\nrustle\uff1a\u6c99\u6c99\u58f0\nscream\uff1a\u5c16\u53eb\nspeech\uff1a\u6f14\u8bf4\uff0c\u53d1\u8a00\uff0c\u8c08\u8bdd\nsqueak\uff1a\u5431\u5431\u53eb\uff0c\u560e\u5431\u4f5c\u54cd\ntone\uff1a\u58f0\u8c03\uff0c\u97f3\u8c03\nviolin\uff1a\u5c0f\u63d0\u7434\nwater tap\uff1a\u6c34\u9f99\u5934\nwhistle\uff1a\u53e3\u54e8\u58f0<\/pre>\n\n\n\n<h2 id=\"blogTitle38\">BBC\u97f3\u6548<\/h2>\n\n\n\n<p>\u4e0b\u8f7d\u5730\u5740\uff1a<a href=\"https:\/\/sound-effects.bbcrewind.co.uk\/\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/sound-effects.bbcrewind.co.uk\/<\/a><\/p>\n\n\n\n<p>\u53ef\u80fd\u9700\u8981\u722c\u866b\u624d\u80fd\u628a\u6570\u636e\u4e0b\u8f7d\u4e0b\u6765<\/p>\n\n\n\n<p>\u98de\u673a\u3001\u52a8\u7269\u3001\u638c\u58f0\u3001\u6c14\u6c1b\u3001\u949f\u58f0\u3001\u9e1f\u7c7b\u3001\u65f6\u949f\u3001\u559c\u5267\u3001\u4eba\u7fa4\u3001\u65e5\u5e38\u751f\u6d3b\u3001\u7834\u574f\u3001\u7535\u5b50\u4ea7\u54c1\u3001\u6d3b\u52a8\u3001\u706b\u3001\u811a\u6b65\u58f0\u3001\u5de5\u4e1a\u3001\u673a\u5668\u3001\u533b\u7597\u3001\u519b\u4e8b\u3001\u81ea\u7136\u3001\u8fd0\u52a8\u3001\u73a9\u5177\u3001\u4ea4\u901a\u3001<\/p>\n\n\n\n<h2 id=\"blogTitle39\">NAR \u6570\u636e\u96c6<\/h2>\n\n\n\n<p>\u4e0b\u8f7d\u5730\u5740\uff1a<a href=\"https:\/\/team.inria.fr\/perception\/nard\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u4f20\u9001\u95e8<\/a>\uff0835MB\uff09<\/p>\n\n\n\n<p>\u5728 \u591a\u4e2a\u771f\u5b9e\u7684\u5bb6\u5ead\u73af\u5883\u4e2d\u5f55\u5236<\/p>\n\n\n\n<p>\u53a8\u623f\uff1a\u5403\u4e1c\u897f\u3001\u7a92\u606f\u3001\u9910\u5177\u3001\u88c5\u6ee1\u676f\u5b50\u3001\u6253\u5f00\u6c34\u9f99\u5934\u3001\u6253\u5f00\/\u5173\u95ed\u62bd\u5c49\u3001\u79fb\u52a8\u6905\u5b50\u3001\u6253\u5f00\u5fae\u6ce2\u7089\u3001\u5173\u95ed\u5fae\u6ce2\u7089\u3001\u5fae\u6ce2\u7089\u3001\u51b0\u7bb1\u3001\u70e4\u9762\u5305\u673a<br>\u529e\u516c\u5ba4\uff1a\u5173\u95e8\u3001\u5f00\u95e8\u3001\u94a5\u5319\u3001\u6572\u95e8\u3001\u6495\u7eb8\u3001\u62c9\u94fe\u3001\uff08\u53e6\u4e00\u4e2a\uff09\u62c9\u94fe<br>\u975e\u8bed\u8a00\uff1a\u62cd\u624b\u3001\u62cd\u624b\u3001\u62cd\u820c<br>\u8bed\u97f3\uff1a1,2,3,4,5,6,7,8,9,10, Hello, Left, Right, Turn, Move, Stop, Nao, Yes, No, What<\/p>\n\n\n\n<h2 id=\"blogTitle40\">asr-noises<\/h2>\n\n\n\n<p>\u4e0b\u8f7d\u5730\u5740\uff1a<a href=\"https:\/\/github.com\/speechio\/asr-noises\" target=\"_blank\" rel=\"noreferrer noopener\">\u4f20\u9001\u95e8<\/a>\uff084.7GB\uff09<\/p>\n\n\n\n<p>\u8fd9\u4e2a\u6570\u636e\u96c6\u4e0b\u8f7d\u4e0d\u6765\u4e86\uff0c\u4e0d\u77e5\u9053\u548b\u56de\u4e8b<\/p>\n\n\n\n<h2 id=\"blogTitle41\">\u97f3\u4e50\u6570\u636e\u96c6<\/h2>\n\n\n\n<h3>MUSDB18<\/h3>\n\n\n\n<blockquote class=\"wp-block-quote\"><p>\u4e0b\u8f7d\u5730\u5740\uff1a<a href=\"https:\/\/zenodo.org\/records\/1117372\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/zenodo.org\/records\/1117372<\/a>&nbsp;(4.7 GB)<\/p><p>\u4e3b\u9875\u5730\u5740\uff1a<a href=\"https:\/\/sigsep.github.io\/datasets\/musdb.html#musdb18-compressed-stems\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/sigsep.github.io\/datasets\/musdb.html#musdb18-compressed-stems<\/a><\/p><p>\u97f3\u9891\u53c2\u6570\uff1a44.1kHz\uff0c\u53cc\u58f0\u9053<\/p><\/blockquote>\n\n\n\n<p>musdb18\u662f\u4e00\u4e2a\u5305\u542b 150 \u4e2a\u4e0d\u540c\u6d41\u6d3e\u7684\u5b8c\u6574\u957f\u5ea6\u97f3\u4e50\u66f2\u76ee\uff08\u6301\u7eed\u65f6\u95f4\u7ea6 10 \u5c0f\u65f6\uff09\u53ca\u5176\u72ec\u7acb\u7684\u9f13\u3001\u8d1d\u53f8\u3001\u4eba\u58f0\u548c\u5176\u4ed6\u4e3b\u5e72\u7684\u6570\u636e\u96c6\u3002<\/p>\n\n\n\n<p>\u5176\u76ee\u7684\u662f\u4f5c\u4e3a\u6e90\u5206\u79bb\u7b97\u6cd5\u8bbe\u8ba1\u548c\u8bc4\u4f30\u7684\u53c2\u8003\u6570\u636e\u5e93\u3002\u8fd9\u79cd\u4fe1\u53f7\u5904\u7406\u65b9\u6cd5\u7684\u76ee\u6807\u662f\u4ece\u4e00\u7ec4\u6df7\u5408\u7269\u4e2d\u4f30\u8ba1\u4e00\u4e2a\u6216\u591a\u4e2a\u6e90\uff0c\u4f8b\u5982\u5361\u62c9OK\u5e94\u7528\u7a0b\u5e8f\u3002\u5b83\u5df2\u88ab\u7528\u4f5cSiSEC 2018\u4e13\u4e1a\u5236\u4f5c\u7684\u97f3\u4e50\u5f55\u97f3\u4efb\u52a1\u7684\u5b98\u65b9\u6570\u636e\u96c6\uff0c\u8fd9\u662f\u4e00\u9879\u8bc4\u4f30\u6e90\u5206\u79bb\u7b97\u6cd5\u7684\u8bc4\u4f30\u6d3b\u52a8\u3002<\/p>\n\n\n\n<h3>MUSDB18-HQ<\/h3>\n\n\n\n<blockquote class=\"wp-block-quote\"><p>\u4e0b\u8f7d\u5730\u5740\uff1a<a href=\"https:\/\/zenodo.org\/records\/3338373\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/zenodo.org\/records\/3338373<\/a>&nbsp;(22.7 GB)<\/p><p>\u4e3b\u9875\u5730\u5740\uff1a<a href=\"https:\/\/sigsep.github.io\/datasets\/musdb.html#musdb18-compressed-stems\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/sigsep.github.io\/datasets\/musdb.html#musdb18-compressed-stems<\/a><\/p><p>\u97f3\u9891\u53c2\u6570\uff1a44.1kHz\uff0c\u53cc\u58f0\u9053<\/p><\/blockquote>\n\n\n\n<p>MUSDB18-HQ \u662f MUSDB18 \u6570\u636e\u96c6\u7684\u672a\u538b\u7f29\u7248\u672c(.wav\u6587\u4ef6)\u3002\u5728\u6bcf\u4e2a\u66f2\u76ee\u6587\u4ef6\u5939\u4e2d\uff0c\u7528\u6237\u53ef\u4ee5\u627e\u5230mixture\u3001\u9f13\u3001\u8d1d\u65af\u3001\u5176\u4ed6\u3001\u4eba\u58f0<\/p>\n\n\n\n<h2 id=\"blogTitle42\">DCASE<\/h2>\n\n\n\n<p><strong>dataset\u3001mobile dataset\u3001openset<\/strong>&nbsp;\u7684\u533a\u522b\uff1a<\/p>\n\n\n\n<p>\u4f7f\u7528\u56db\u4e2a\u540c\u65f6\u6355\u83b7\u97f3\u9891\u7684\u8bbe\u5907\u8fdb\u884c\u5f55\u97f3\u3002<\/p>\n\n\n\n<p>\u4e3b\u8981\u5f55\u97f3\u8bbe\u5907\u5305\u62ec<a href=\"http:\/\/www.soundman.de\/en\/products\/\" target=\"_blank\" rel=\"noreferrer noopener\">Soundman OKM II Klassik\/studio A3<\/a>\u3001\u9a7b\u6781\u4f53\u53cc\u8033\u9ea6\u514b\u98ce\u548c\u4f7f\u7528 48kHz \u91c7\u6837\u7387\u548c 24 \u4f4d\u5206\u8fa8\u7387\u7684<a href=\"https:\/\/www.zoom.co.jp\/products\/handy-recorder\/zoom-f8-multitrack-field-recorder\" target=\"_blank\" rel=\"noreferrer noopener\">Zoom F8\u5f55\u97f3\u673a<\/a>\u3002\u9ea6\u514b\u98ce\u7ecf\u8fc7\u4e13\u95e8\u8bbe\u8ba1\uff0c\u770b\u8d77\u6765\u50cf\u8033\u673a\uff0c\u6234\u5728\u8033\u6735\u91cc\u3002\u56e0\u6b64\uff0c\u5f55\u5236\u7684\u97f3\u9891\u4e0e\u5230\u8fbe\u4f69\u6234\u8bbe\u5907\u7684\u4eba\u7684\u4eba\u7c7b\u542c\u89c9\u7cfb\u7edf\u7684\u58f0\u97f3\u975e\u5e38\u76f8\u4f3c\u3002\u8be5\u8bbe\u5907\u8fdb\u4e00\u6b65\u79f0\u4e3a\u8bbe\u5907 A\u3002<\/p>\n\n\n\n<p>\u5176\u4ed6\u8bbe\u5907\u662f\u5e38\u89c1\u7684\u5ba2\u6237\u8bbe\u5907\uff1a\u8bbe\u5907 B \u662f\u4e09\u661f Galaxy S7\uff0c\u8bbe\u5907 C \u662f iPhone SE\uff0c\u8bbe\u5907 D \u662f GoPro Hero5 Session\u3002\u6240\u6709\u540c\u65f6\u5f55\u5236\u7684\u5185\u5bb9\u90fd\u662f\u65f6\u95f4\u540c\u6b65\u7684\u3002<\/p>\n\n\n\n<p>TAU Urban Acoustic Scenes 2019&nbsp;<strong>\u5f00\u53d1\u6570\u636e\u96c6<\/strong>\uff1a\u4ec5\u5305\u542b\u4f7f\u7528\u8bbe\u5907 A \u5f55\u5236\u7684\u6750\u6599\uff0c\u5305\u542b 40 \u5c0f\u65f6\u7684\u97f3\u9891\uff0c\u5728\u8bfe\u7a0b\u4e4b\u95f4\u4fdd\u6301\u5e73\u8861\u3002\u6570\u636e\u6765\u81ea12\u4e2a\u57ce\u5e02\u4e2d\u768410\u4e2a\u3002TAU Urban Acoustic Scenes 2019 \u8bc4\u4f30\u6570\u636e\u96c6\u5305\u542b\u6765\u81ea\u6240\u6709 12 \u4e2a\u57ce\u5e02\u7684\u6570\u636e\u3002<\/p>\n\n\n\n<p>TAU Urban Acoustic Scenes 2019&nbsp;<strong>\u79fb\u52a8\u5f00\u53d1\u6570\u636e\u96c6<\/strong>\uff1a\u5305\u542b\u4f7f\u7528\u8bbe\u5907 A\u3001B \u548c C \u5f55\u5236\u7684\u6750\u6599\u3002\u5b83\u7531\u4f7f\u7528\u8bbe\u5907 A \u5f55\u5236\u7684 TAU Urban Acoustic Scenes 2019 \u6570\u636e\u548c\u4f7f\u7528\u8bbe\u5907 B \u548c C \u5f55\u5236\u7684\u4e00\u4e9b\u5e76\u884c\u97f3\u9891\u7ec4\u6210\u3002\u6765\u81ea\u8bbe\u5907\u7684\u6570\u636eA \u88ab\u91cd\u65b0\u91c7\u6837\u5e76\u5e73\u5747\u5230\u5355\u4e2a\u901a\u9053\u4e2d\uff0c\u4ee5\u4e0e\u8bbe\u5907 B \u548c C \u8bb0\u5f55\u7684\u6570\u636e\u7684\u5c5e\u6027\u4fdd\u6301\u4e00\u81f4\u3002\u6570\u636e\u96c6\u603b\u5171\u5305\u542b 46 \u5c0f\u65f6\u7684\u97f3\u9891\uff0840h + 3h + 3h\uff09\u3002TAU Urban Acoustic Scenes 2019 \u79fb\u52a8\u8bc4\u4f30\u6570\u636e\u96c6\u8fd8\u5305\u542b\u6765\u81ea\u8bbe\u5907 D \u7684\u6570\u636e\u3002<\/p>\n\n\n\n<p>TAU Urban Acoustic Scenes 2019&nbsp;<strong>\u5f00\u653e\u96c6\u5f00\u53d1\u6570\u636e\u96c6<\/strong>\uff1a\u4ec5\u5305\u542b\u4f7f\u7528\u8bbe\u5907 A \u8bb0\u5f55\u7684\u6750\u6599\uff0c\u7531 TAU Urban Acoustic Scenes 2019 \u548c\u5f00\u653e\u5206\u7c7b\u95ee\u9898\u7684\u5176\u4ed6\u97f3\u9891\u793a\u4f8b\u7ec4\u6210\u3002\u201c\u5f00\u653e\u201d\u6570\u636e\u7531<a href=\"https:\/\/zenodo.org\/record\/400515\" target=\"_blank\" rel=\"noreferrer noopener\">TUT Acoustic Scenes 2017 \u6570\u636e\u96c6<\/a>\u7684\u201c\u6d77\u6ee9\u201d\u548c\u201c\u529e\u516c\u5ba4\u201d\u7c7b\u4ee5\u53ca 2019 \u5e74\u8bb0\u5f55\u7684\u5176\u4ed6\u6750\u6599\u7ec4\u6210\u3002\u6570\u636e\u96c6\u603b\u5171\u5305\u542b 46 \u5c0f\u65f6\u7684\u97f3\u9891\uff0840 \u5c0f\u65f6 + 6 \u5c0f\u65f6\uff09\u3002TAU Urban Acoustic Scenes 2019 \u5f00\u653e\u96c6\u8bc4\u4f30\u6570\u636e\u96c6\u5305\u542b\u6765\u81ea 10 \u4e2a\u5df2\u77e5\u7c7b\u522b\u548c\u5176\u4ed6\u672a\u77e5\u7c7b\u522b\u7684\u6570\u636e\u3002<\/p>\n\n\n\n<h3>TUT Sound events 2016<\/h3>\n\n\n\n<p>\u4e0b\u8f7d\u5730\u5740\uff1a<\/p>\n\n\n\n<ul><li><a href=\"https:\/\/zenodo.org\/record\/45759#.YzVN23ZBxjU\" target=\"_blank\" rel=\"noreferrer noopener\">Development dataset<\/a>\uff081.0GB\uff09<\/li><li><a href=\"https:\/\/zenodo.org\/record\/996424#.YzVO03ZBxjU\" target=\"_blank\" rel=\"noreferrer noopener\">Evaluation dataset<\/a>\uff08471.2MB\uff09<\/li><\/ul>\n\n\n\n<p>\u97f3\u9891\u53c2\u6570\uff1a44.1kHz\uff0c\u53cc\u58f0\u9053\uff0c24\u4f4d\u6df1<\/p>\n\n\n\n<p>\u5305\u542b\u6765\u81ea\u4e24\u4e2a\u58f0\u5b66\u573a\u666f\u7684 22 \u6bb5\u5f55\u97f3\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">\u5bb6\u5ead\uff08\u5ba4\u5185\uff09\uff0c10 \u4e2a\u5f55\u97f3\uff0c\u5171 36:16\n\u4f4f\u5b85\u533a\uff08\u5ba4\u5916\uff09\uff0c12\u4e2a\u5f55\u97f3\uff0c\u517142:00<\/pre>\n\n\n\n<h3>TUT Acoustic scenes 2016<\/h3>\n\n\n\n<p>\u4e0b\u8f7d\u5730\u5740\uff1a<\/p>\n\n\n\n<ul><li><a href=\"https:\/\/zenodo.org\/record\/45739#.Yza4RXZBxjU\">Development dataset<\/a>&nbsp;(8.0 GB)<\/li><li><a href=\"https:\/\/zenodo.org\/record\/165995#.Yza4a3ZBxjU\">Evaluation dataset<\/a>&nbsp;(2.7 GB)<\/li><\/ul>\n\n\n\n<p>\u97f3\u9891\u53c2\u6570\uff1a44.1kHz\uff0c\u53cc\u58f0\u9053\uff0c24\u4f4d\u6df1<\/p>\n\n\n\n<p>\u7531\u6765\u81ea 15 \u4e2a\u58f0\u5b66\u573a\u666f\u7684 30 \u79d2\u97f3\u9891\u7247\u6bb5\u7ec4\u6210\uff0c\u6bcf\u4e2a\u58f0\u5b66\u573a\u666f\u6709 78 \u4e2a\u7247\u6bb5\uff0c\u603b\u5171 39 \u5206\u949f\u7684\u97f3\u9891\u3002<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">Bus \u516c\u5171\u6c7d\u8f66-\u5728\u57ce\u5e02\u4e58\u5750\u516c\u5171\u6c7d\u8f66\uff08\u8f66\u8f86\uff09\nCafe \/ Restaurant \u5496\u5561\u5385\/\u9910\u5385 - \u5c0f\u5496\u5561\u5385\/\u9910\u5385\uff08\u5ba4\u5185\uff09\nCar \u6c7d\u8f66 - \u5728\u57ce\u5e02\u4e2d\u9a7e\u9a76\u6216\u4f5c\u4e3a\u4e58\u5ba2\u65c5\u884c\uff08\u8f66\u8f86\uff09\nCity center \u5e02\u4e2d\u5fc3\uff08\u5ba4\u5916\uff09\nForest path \u6797\u95f4\u5c0f\u5f84\uff08\u5ba4\u5916\uff09\nGrocery store \u6742\u8d27\u5e97 - \u4e2d\u578b\u6742\u8d27\u5e97\uff08\u5ba4\u5185\uff09\nHome  \u5bb6\uff08\u5ba4\u5185\uff09\nLakeside beach \u6e56\u6ee8\u6d77\u6ee9\uff08\u5ba4\u5916\uff09\nLibrary  \u56fe\u4e66\u9986\uff08\u5ba4\u5185\uff09\nMetro station \u5730\u94c1\u7ad9\uff08\u5ba4\u5185\uff09\nOffice \u529e\u516c\u5ba4 - \u591a\u4eba\uff0c\u5178\u578b\u5de5\u4f5c\u65e5\uff08\u5ba4\u5185\uff09\nResidential area \u4f4f\u5b85\u533a\uff08\u5ba4\u5916\uff09\nTrain \u706b\u8f66\u91cc\u9762\uff08\u65c5\u884c\uff0c\u8f66\u8f86\uff09\nTram \u6709\u8f68\u7535\u8f66\uff08\u65c5\u884c\uff0c\u8f66\u8f86\uff09\nUrban park \u57ce\u5e02\u516c\u56ed\uff08\u5ba4\u5916\uff09<\/pre>\n\n\n\n<h3>smart cars 2017 test4<\/h3>\n\n\n\n<blockquote class=\"wp-block-quote\"><p>\u4efb\u52a1\u63cf\u8ff0\uff1a<a href=\"https:\/\/dcase.community\/challenge2017\/task-large-scale-sound-event-detection\" target=\"_blank\" rel=\"noreferrer noopener\">DCASE 2017&nbsp;Large-scale weakly supervised&nbsp;sound event detection for smart cars<\/a><\/p><p>Development:&nbsp;<a href=\"https:\/\/drive.google.com\/file\/d\/1HOQaUHbTgCRsS6Sr9I9uE6uCjiNPC3d3\/view\" target=\"_blank\" rel=\"noreferrer noopener\">Training&nbsp;<\/a>(Psswd Training file: DCASE_2017_training_set)<\/p><p>Development:&nbsp;<a href=\"https:\/\/drive.google.com\/file\/d\/1GfP5JATSmCqD8p3CBIkk1J90mfJuPI-k\/view\" target=\"_blank\" rel=\"noreferrer noopener\">Testing&nbsp;<\/a>(Psswd Testing file: DCASE_2017_testing_set)<\/p><p><a href=\"https:\/\/dl.dropboxusercontent.com\/s\/bbgqfd47cudwe9y\/DCASE_2017_evaluation_set_audio_files.zip\" target=\"_blank\" rel=\"noreferrer noopener\">Evaluation dataset<\/a>&nbsp;(863 MB)&nbsp;password &#8220;DCASE_2017_evaluation_set&#8221;<\/p><p>\u97f3\u9891\u53c2\u6570\uff1a44.1kHz\uff0c\u5355\u58f0\u9053\uff0c16\u4f4d\u6df1<\/p><\/blockquote>\n\n\n\n<pre class=\"wp-block-preformatted\">\u9e23\u7b1b\uff1a\n- \u706b\u8f66\u5587\u53ed (441)\n- \u6c14\u5587\u53ed\u3001\u5361\u8f66\u5587\u53ed (407)\n- \u6c7d\u8f66\u9632\u76d7\u5668 (273)\n- \u5012\u8f66\u63d0\u793a\u97f3 (337)\n- \u6551\u62a4\u8f66\uff08\u8b66\u7b1b\uff09 (624)\n- \u8b66\u8f66\uff08\u8b66\u7b1b\uff09 (2,399)\n- \u6d88\u9632\u8f66\u3001\u6d88\u9632\u8f66\uff08\u8b66\u7b1b\uff09 (2,399)\n- \u6c11\u9632\u8b66\u62a5\u5668 (1,506)\n- \u5c16\u53eb (744)\n\n\u8f66\u8f86\u58f0\u97f3\uff1a\n- \u81ea\u884c\u8f66 (2,020)\n- \u6ed1\u677f (1,617)\n- \u6c7d\u8f66 (25,744)\n- \u8def\u8fc7\u7684\u6c7d\u8f66 (3,724)\n- \u516c\u5171\u6c7d\u8f66 (3,745)\n- \u5361\u8f66 (7,090)\n- \u6469\u6258\u8f66 (3,291)\n- \u706b\u8f66 (2,301)<\/pre>\n\n\n\n<h3>TUT Rare sound events 2017<\/h3>\n\n\n\n<blockquote class=\"wp-block-quote\"><p>\u4e0b\u8f7d\u5730\u5740\uff1a<a href=\"https:\/\/zenodo.org\/record\/401395#.YvC5InZByUk\">\u5f00\u53d1\u6570\u636e\u96c6<\/a>&nbsp;(17.5 GB) |&nbsp;<a href=\"https:\/\/zenodo.org\/record\/1160455#.YvBtZ3ZByUk\">\u8bc4\u4f30\u6570\u636e\u96c6<\/a>&nbsp;(7.4 GB)<\/p><p>\u97f3\u9891\u53c2\u6570\uff1a44.1kHz\uff0c\u5355\u58f0\u9053\uff0c16\u4f4d\u6df1<\/p><\/blockquote>\n\n\n\n<p>\u5305\u542b\u7528\u4e8e\u521b\u5efa\u7a00\u6709\u58f0\u97f3\u4e8b\u4ef6\uff08\u5a74\u513f\u54ed\u58f0\u3001\u67aa\u58f0\u3001\u73bb\u7483\u7834\u788e\u7b49\uff09\u4e0e\u80cc\u666f\u97f3\u9891\u7684\u6df7\u5408\u7684\u6e90\u6587\u4ef6\uff0c\u4ee5\u53ca\u4e00\u7ec4\u6613\u4e8e\u751f\u6210\u7684mixtures \u548c\u7528\u4e8e\u751f\u6210\u5b83\u4eec\u7684\u914d\u65b9\u3002<\/p>\n\n\n\n<p>\u6570\u636e\u96c6\u7684\u201csource\u201d\u90e8\u5206\u7531\u4e24\u4e2a\u5b50\u96c6\u7ec4\u6210\uff1a<\/p>\n\n\n\n<ul><li>\u6765\u81ea 15 \u4e2a\u4e0d\u540c\u58f0\u5b66\u573a\u666f\u7684\u80cc\u666f\u5f55\u97f3<\/li><\/ul>\n\n\n\n<pre class=\"wp-block-preformatted\">- Bus \u516c\u5171\u6c7d\u8f66-\u5728\u57ce\u5e02\u4e58\u5750\u516c\u5171\u6c7d\u8f66\uff08\u8f66\u8f86vehicle\uff09\n- Cafe \/ Restaurant \u5496\u5561\u5385\/\u9910\u5385 - \u5c0f\u5496\u5561\u5385\/\u9910\u5385\uff08\u5ba4\u5185indoor\uff09\n- Car \u6c7d\u8f66 - \u5728\u57ce\u5e02\u4e2d\u9a7e\u9a76\u6216\u4f5c\u4e3a\u4e58\u5ba2\u65c5\u884c\uff08\u8f66\u8f86vehicle\uff09\n- City center \u5e02\u4e2d\u5fc3\uff08\u5ba4\u5916outdoor\uff09\n- Forest path \u6797\u95f4\u5c0f\u5f84\uff08\u5ba4\u5916outdoor\uff09\n- Grocery store \u6742\u8d27\u5e97 - \u4e2d\u578b\u6742\u8d27\u5e97\uff08\u5ba4\u5185indoor\uff09\n- Home \u5bb6\uff08\u5ba4\u5185\uff09\n- Lakeside beach \u6e56\u6ee8\u6d77\u6ee9\uff08\u5ba4\u5916outdoor\uff09\n- Library \u56fe\u4e66\u9986\uff08\u5ba4\u5185indoor\uff09\n- Metro station \u5730\u94c1\u7ad9\uff08\u5ba4\u5185indoor\uff09\n- Office \u529e\u516c\u5ba4 - \u591a\u4eba\uff0c\u5178\u578b\u5de5\u4f5c\u65e5\uff08\u5ba4\u5185indoor\uff09\n- Residential area\u4f4f\u5b85\u533a\uff08\u5ba4\u5916outdoor\uff09\n- Train \u706b\u8f66\uff08\u65c5\u884c\uff0c\u8f66\u8f86\uff09\n- Tram \u6709\u8f68\u7535\u8f66\uff08\u65c5\u884c\uff0c\u8f66\u8f86\uff09\n- Urban park \u57ce\u5e02\u516c\u56ed\uff08\u5ba4\u5916outdoor\uff09<\/pre>\n\n\n\n<ul><li>\u6765\u81ea\u4e09\u7c7b\u76ee\u6807\u7f55\u89c1\u58f0\u97f3\u4e8b\u4ef6\u7684\u5f55\u97f3\uff0c\u5e76\u9644\u6709\u5b83\u4eec\u7684\u65f6\u95f4\u53d1\u751f\u7684\u6ce8\u91ca\uff0c<\/li><li>\u4e00\u7ec4\u63d0\u4f9b\u4ea4\u53c9\u9a8c\u8bc1\u8bbe\u7f6e\u7684\u5143\u6587\u4ef6\uff1a\u80cc\u666f\u548c\u76ee\u6807\u4e8b\u4ef6\u8bb0\u5f55\u5217\u8868\u5206\u4e3a\u8bad\u7ec3\u548c\u6d4b\u8bd5\u5b50\u96c6\uff08\u5206\u522b\u79f0\u4e3a\u201cdevtrain\u201d\u548c\u201cdevtest\u201d\uff0c\u8868\u793a\u5b83\u4eec\u4f5c\u4e3a\u5f00\u53d1\u6570\u636e\u96c6\u63d0\u4f9b\uff0c\u800c\u4e0d\u662f\u8bc4\u4f30\u6570\u636e\u96c6\u5355\u72ec\u53d1\u5e03\uff09\u3002<\/li><\/ul>\n\n\n\n<p>mixture set \u7531\u4e24\u4e2a\u5b50\u96c6\uff08\u8bad\u7ec3\u548c\u6d4b\u8bd5\uff09\u7ec4\u6210\uff0c\u6bcf\u4e2a\u5b50\u96c6\u5305\u542b\u7ea6 1500 \u4e2a\u6df7\u5408\uff08\u6bcf\u4e2a\u5b50\u96c6\u4e2d\u6bcf\u4e2a\u76ee\u6807\u7c7b\u7ea6 500 \u4e2a\uff0c\u5176\u4e2d\u4e00\u534a\u7684\u6df7\u5408\u4e0d\u5305\u542b\u4efb\u4f55\u76ee\u6807\u7c7b\u4e8b\u4ef6\uff09\u3002<\/p>\n\n\n\n<h3>TUT Acoustic Scenes 2017<\/h3>\n\n\n\n<p>\u4e0b\u8f7d\u5730\u5740\uff1a<\/p>\n\n\n\n<ul><li><a href=\"https:\/\/zenodo.org\/record\/400515#.Yu_MH3ZByUk\">\u5f00\u53d1\u6570\u636e\u96c6<\/a>&nbsp;(10GB) \u6bcf\u4e2a\u58f0\u5b66\u573a\u666f\u6709312\u4e2a\u7247\u6bb5\uff0c\u603b\u8ba152\u5206\u949f\u7684\u97f3\u9891\u3002<\/li><li><a href=\"https:\/\/zenodo.org\/record\/1040168#.YvBtS3ZByUk\">\u9a8c\u8bc1\u6570\u636e\u96c6<\/a>&nbsp;(3.6 GB) \u6bcf\u4e2a\u58f0\u97f3\u573a\u666f\u6709108\u6bb5\uff0c\u603b\u517118\u5206\u949f\u7684\u97f3\u9891\u3002<\/li><\/ul>\n\n\n\n<p>\u97f3\u9891\u53c2\u6570\uff1a44.1kHz\uff0c\u53cc\u58f0\u9053\uff0c24\u4f4d\u6df1<\/p>\n\n\n\n<p>TUT Acoustic Scenes 2017\uff0c\u5f00\u53d1\u6570\u636e\u96c6\u7531\u6765\u81ea 15 \u4e2a\u58f0\u5b66\u573a\u666f\u7684 10 \u79d2\u97f3\u9891\u7247\u6bb5\u7ec4\u6210\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">- Bus \u516c\u5171\u6c7d\u8f66-\u5728\u57ce\u5e02\u4e58\u5750\u516c\u5171\u6c7d\u8f66\uff08\u8f66\u8f86vehicle\uff09\n- Cafe \/ Restaurant \u5496\u5561\u5385\/\u9910\u5385 - \u5c0f\u5496\u5561\u5385\/\u9910\u5385\uff08\u5ba4\u5185indoor\uff09\n- Car \u6c7d\u8f66 - \u5728\u57ce\u5e02\u4e2d\u9a7e\u9a76\u6216\u4f5c\u4e3a\u4e58\u5ba2\u65c5\u884c\uff08\u8f66\u8f86vehicle\uff09\n- City center \u5e02\u4e2d\u5fc3\uff08\u5ba4\u5916outdoor\uff09\n- Forest path \u6797\u95f4\u5c0f\u5f84\uff08\u5ba4\u5916outdoor\uff09\n- Grocery store \u6742\u8d27\u5e97 - \u4e2d\u578b\u6742\u8d27\u5e97\uff08\u5ba4\u5185indoor\uff09\n- Home \u5bb6\uff08\u5ba4\u5185\uff09\n- Lakeside beach \u6e56\u6ee8\u6d77\u6ee9\uff08\u5ba4\u5916outdoor\uff09\n- Library \u56fe\u4e66\u9986\uff08\u5ba4\u5185indoor\uff09\n- Metro station \u5730\u94c1\u7ad9\uff08\u5ba4\u5185indoor\uff09\n- Office \u529e\u516c\u5ba4 - \u591a\u4eba\uff0c\u5178\u578b\u5de5\u4f5c\u65e5\uff08\u5ba4\u5185indoor\uff09\n- Residential area\u4f4f\u5b85\u533a\uff08\u5ba4\u5916outdoor\uff09\n- Train \u706b\u8f66\uff08\u65c5\u884c\uff0c\u8f66\u8f86\uff09\n- Tram \u6709\u8f68\u7535\u8f66\uff08\u65c5\u884c\uff0c\u8f66\u8f86\uff09\n- Urban park \u57ce\u5e02\u516c\u56ed\uff08\u5ba4\u5916outdoor\uff09<\/pre>\n\n\n\n<h3>TUT Sound events 2017<\/h3>\n\n\n\n<p><a href=\"https:\/\/dcase.community\/challenge2017\/task-sound-event-detection-in-real-life-audio\">\u63cf\u8ff0 DACSE 2017 test3<\/a><\/p>\n\n\n\n<p>\u4e0b\u8f7d\u5730\u5740\uff1a<\/p>\n\n\n\n<ul><li><a href=\"https:\/\/zenodo.org\/record\/814831#.YzZrDXZByUk\">Development dataset<\/a>&nbsp;(1.3 GB)<\/li><li><a href=\"https:\/\/zenodo.org\/record\/1040179#.YzZrP3ZByUk\">Evaluation dataset<\/a>&nbsp;(388.2 MB)<\/li><\/ul>\n\n\n\n<p>\u97f3\u9891\u53c2\u6570\uff1a44.1kHz\uff0c\u53cc\u58f0\u9053\uff0c24\u4f4d\u6df1<\/p>\n\n\n\n<p>\u8fd9\u4e9b\u5f55\u97f3\u662f\u5728\u4e0d\u540c\u7684\u8857\u9053\u4e0a\u62cd\u6444\u7684\u3002\u5bf9\u4e8e\u6bcf\u4e2a\u5f55\u5236\u4f4d\u7f6e\uff0c\u90fd\u4f1a\u6355\u83b7 3-5 \u5206\u949f\u957f\u7684\u5f55\u97f3\u3002\u7528\u4e8e\u5f55\u97f3\u7684\u8bbe\u5907\u5305\u62ec\u53cc\u8033<a href=\"http:\/\/www.soundman.de\/en\/products\/\">Soundman OKM II Klassik\/studio A3<\/a>\u9a7b\u6781\u4f53\u5165\u8033\u5f0f\u9ea6\u514b\u98ce\u548c\u4f7f\u7528 44.1 kHz \u91c7\u6837\u7387\u548c 24 \u4f4d\u5206\u8fa8\u7387\u7684<a href=\"http:\/\/www.rolandus.com\/products\/r-09\/\">Roland Edirol R-09\u6ce2\u5f62\u8bb0\u5f55\u5668\u3002<\/a><\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">\u8857\u9053\u5305\u542b\u4e86(\u5239\u8f66\u5431\u5431\u4f5c\u54cd\u3001\u8f66\u3001\u5b69\u5b50\u4eec\u3001\u5927\u578b\u8f66\u8f86\u3001\u8bf4\u8bdd\u7684\u4eba\u3001\u884c\u8d70\u7684\u4eba\uff09<\/pre>\n\n\n\n<p>\u6ca1\u6709\u7eaf\u51c0\u566a\u58f0\uff0c\u53ea\u6709\u566a\u58f0\u8d77\u6b62\u70b9\u3002<\/p>\n\n\n\n<h3>TUT Urban Acoustic Scenes 2018<\/h3>\n\n\n\n<p>\u6311\u6218\u8d5b\u5730\u5740\uff1a<a href=\"https:\/\/dcase.community\/challenge2018\/task-acoustic-scene-classification\" target=\"_blank\" rel=\"noreferrer noopener\">DCASE \u58f0\u5b66\u573a\u666f\u5206\u7c7b<\/a><\/p>\n\n\n\n<p>\u4e0b\u8f7d\u5730\u5740\uff1a<\/p>\n\n\n\n<ul><li><a href=\"https:\/\/zenodo.org\/record\/1228142\">Development dataset<\/a>&nbsp;(21.4 GB)<\/li><li><a href=\"https:\/\/zenodo.org\/record\/1293883\">Evaluation dataset<\/a>&nbsp;(8.9 GB)<\/li><li><a href=\"https:\/\/zenodo.org\/record\/1245181\">Leaderboard dataset<\/a>&nbsp;(3.0 GB)<\/li><\/ul>\n\n\n\n<p>\u97f3\u9891\u53c2\u6570\uff1a48kHz\uff0c\u53cc\u58f0\u9053\uff0c24\u4f4d\u6df1<\/p>\n\n\n\n<p>\u4ec5\u4e3a\u5f00\u53d1\u6570\u636e\u96c6\u63d0\u4f9b\u53c2\u8003\u6807\u7b7e\u3002\u8bc4\u4f30\u6570\u636e\u96c6\u6216\u6392\u884c\u699c\u6570\u636e\u96c6\u7684\u53c2\u8003\u6807\u7b7e\u5c06\u4e0d\u4f1a\u53d1\u5e03\u3002\u6570\u636e\u96c6\u7531\u6765\u81ea 10 \u4e2a\u58f0\u5b66\u573a\u666f\u7684 10 \u79d2\u97f3\u9891\u7247\u6bb5\u7ec4\u6210\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-image\"><a href=\"javascript:void(0);\"><img src=\"https:\/\/assets.cnblogs.com\/images\/copycode.gif\" alt=\"\u590d\u5236\u4ee3\u7801\"\/><\/a><\/figure>\n\n\n\n<pre class=\"wp-block-preformatted\">\u673a\u573a - airport\n\u5ba4\u5185\u8d2d\u7269\u4e2d\u5fc3-shopping_mall\n\u5730\u94c1\u7ad9 - metro_station\n\u6b65\u884c\u8857 - street_pedestrian\n\u516c\u5171\u5e7f\u573a - public_square\n\u8857\u9053\u4ea4\u901a - street_traffic\n\u4e58\u5750\u6709\u8f68\u7535\u8f66 - tram\n\u516c\u4ea4\u8f66\u4e0a- bus\n\u4e58\u5730\u94c1\u65c5\u884c - metro\n\u57ce\u5e02\u516c\u56ed- park<\/pre>\n\n\n\n<h3>TAU Urban Acoustic Scenes 2019<\/h3>\n\n\n\n<p>\u6311\u6218\u8d5b\u5730\u5740\uff1a<a href=\"https:\/\/dcase.community\/challenge2019\/task-acoustic-scene-classification\" target=\"_blank\" rel=\"noreferrer noopener\">DCASE \u58f0\u5b66\u573a\u666f\u5206\u7c7b<\/a><\/p>\n\n\n\n<p>\u4e0b\u8f7d\u5730\u5740\uff1a<\/p>\n\n\n\n<ul><li><a href=\"https:\/\/zenodo.org\/record\/2589280#.YzU6yHZBxjW\">Development dataset<\/a>&nbsp;(35.6 GB)&nbsp;<\/li><li><a href=\"https:\/\/zenodo.org\/record\/3063822#.YzUeVHZBxjU\">Evaluation dataset<\/a>&nbsp;(17.9 GB)<\/li><li><a href=\"https:\/\/zenodo.org\/record\/2672993#.YzUeZHZBxjU\">Leaderboard dataset<\/a>&nbsp;(3.0 GB)<\/li><\/ul>\n\n\n\n<p>\u97f3\u9891\u53c2\u6570\uff1a48kHz\uff0c\u53cc\u58f0\u9053\uff0c24\u4f4d\u6df1<\/p>\n\n\n\n<p>\u4ec5\u4e3a\u5f00\u53d1\u6570\u636e\u96c6\u63d0\u4f9b\u53c2\u8003\u6807\u7b7e\u3002\u8bc4\u4f30\u6570\u636e\u96c6\u6216\u6392\u884c\u699c\u6570\u636e\u96c6\u7684\u53c2\u8003\u6807\u7b7e\u5c06\u4e0d\u4f1a\u53d1\u5e03\u3002\u5305\u542b\u6765\u81ea 10 \u4e2a\u58f0\u5b66\u573a\u666f\u7684 10 \u79d2\u97f3\u9891\u7247\u6bb5\uff0c\u6bcf\u4e2a\u58f0\u5b66\u573a\u666f\u6709 1440 \u4e2a\u7247\u6bb5\uff08240 \u5206\u949f\u7684\u97f3\u9891\uff09\u3002\u8be5\u6570\u636e\u96c6\u603b\u5171\u5305\u542b 40 \u5c0f\u65f6\u7684\u97f3\u9891\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><a href=\"javascript:void(0);\"><img src=\"https:\/\/assets.cnblogs.com\/images\/copycode.gif\" alt=\"\u590d\u5236\u4ee3\u7801\"\/><\/a><\/figure>\n\n\n\n<pre class=\"wp-block-preformatted\">- \u673a\u573a -airport\n- \u5ba4\u5185\u8d2d\u7269\u4e2d\u5fc3 - shopping_mall\n- \u5730\u94c1\u7ad9 - metro_station\n- \u6b65\u884c\u8857 - street_pedestrian\n- \u516c\u5171\u5e7f\u573a - public_square\n- \u8857\u9053\u4ea4\u901a - street_traffic\n- \u4e58\u5750\u6709\u8f68\u7535\u8f66 - tram\n- \u516c\u4ea4\u8f66\u4e0a- bus\n- \u4e58\u5730\u94c1\u65c5\u884c - metro\n- \u57ce\u5e02\u516c\u56ed- park<\/pre>\n\n\n\n<h3>DCASE 2019 Task4<\/h3>\n\n\n\n<p>\u6311\u6218\u8d5b\u5730\u5740\uff1a<a href=\"https:\/\/dcase.community\/challenge2019\/task-sound-event-detection-in-domestic-environments\" target=\"_blank\" rel=\"noreferrer noopener\">\u5bb6\u5ead\u73af\u5883\u4e2d\u7684\u58f0\u97f3\u4e8b\u4ef6\u68c0\u6d4b<\/a><\/p>\n\n\n\n<p>\u4e0b\u8f7d\u5730\u5740\uff1a<\/p>\n\n\n\n<ul><li><a href=\"https:\/\/github.com\/turpaultn\/DCASE2019_task4\/\" target=\"_blank\" rel=\"noreferrer noopener\">Development dataset \u771f\u5b9e\u5f55\u97f3<\/a>(23.4 GB)<\/li><li><a href=\"https:\/\/zenodo.org\/record\/2583796#.Y1U16HZBxjU\" target=\"_blank\" rel=\"noreferrer noopener\">Development dataset&nbsp;\u5408\u6210\u526a\u8f91<\/a>(1.8 GB)<\/li><li><a href=\"https:\/\/zenodo.org\/record\/3588172#.Y1U1s3ZBxjU\" target=\"_blank\" rel=\"noreferrer noopener\">public evaluation dataset<\/a>&#8211;DESED_public_eval&nbsp; (888 MB)<\/li><li><a href=\"https:\/\/zenodo.org\/record\/3571305#.Y1U1n3ZBxjU\" target=\"_blank\" rel=\"noreferrer noopener\">synthetic soundscapes evaluation dataset<\/a>&#8211;DESED_synthetic&nbsp; (2.5G)<\/li><\/ul>\n\n\n\n<p>\u97f3\u9891\u53c2\u6570\uff1a<\/p>\n\n\n\n<p>\u8be5\u4efb\u52a1\u7684\u6570\u636e\u96c6\u7531\u5728\u5bb6\u5ead\u73af\u5883\u4e2d\u5f55\u5236\u6216\u5408\u6210\u4ee5\u6a21\u62df\u5bb6\u5ead\u73af\u5883\u7684 10 \u79d2\u97f3\u9891\u7247\u6bb5\u7ec4\u6210\u3002\u8be5\u4efb\u52a1\u4fa7\u91cd\u4e8e\u4ee3\u8868Audioset\u5b50\u96c6\u7684 10 \u7c7b\u58f0\u97f3\u4e8b\u4ef6\uff08\u5e76\u975e\u6240\u6709\u7c7b\u90fd\u5b58\u5728\u4e8e Audioset \u4e2d\uff0c\u4e00\u4e9b\u58f0\u97f3\u4e8b\u4ef6\u7c7b\u5305\u62ec\u6765\u81ea Audioset \u7684\u51e0\u4e2a\u7c7b\uff09\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">\u6f14\u8bb2 Speech\n\u72d7 Dog\n\u732b Cat\n\u95f9\u94c3\/\u54cd\u94c3\/\u54cd\u94c3 Alarm_bell_ringing\n\u83dc\u80b4 Dishes\n\u6cb9\u70b8 Frying\n\u6405\u62cc\u673a Blender\n\u81ea\u6765\u6c34 Running_water\n\u5438\u5c18\u5668 Vacuum_cleaner\n\u7535\u52a8\u5243\u987b\u5200\/\u7259\u5237 Electric_shaver_toothbrush<\/pre>\n\n\n\n<h3>TAU Urban Acoustic Scenes 2020 Mobile<\/h3>\n\n\n\n<p>\u4e0b\u8f7d\u5730\u5740\uff1a<\/p>\n\n\n\n<ul><li><a href=\"https:\/\/zenodo.org\/record\/3819968#.YzVS8HZBxjU\">Development dataset<\/a>&nbsp;(27.4 GB)<\/li><li><a href=\"https:\/\/zenodo.org\/record\/3685828#.YzVTFXZBxjU\">Evaluation dataset<\/a>&nbsp;(13.1 GB)<\/li><\/ul>\n\n\n\n<p>\u97f3\u9891\u53c2\u6570\uff1a48kHz\uff0c\u53cc\u58f0\u9053\uff0c24\u4f4d\u6df1<\/p>\n\n\n\n<p>\u4ec5\u4e3a\u5f00\u53d1\u6570\u636e\u96c6\u63d0\u4f9b\u53c2\u8003\u6807\u7b7e\u3002\u8bc4\u4f30\u6570\u636e\u96c6\u7684\u53c2\u8003\u6807\u7b7e\u5c06\u4e0d\u4f1a\u53d1\u5e03\u3002TUT\u57ce\u5e02\u58f0\u5b66\u573a\u666f2020\u79fb\u52a8\u5f00\u53d1\u6570\u636e\u96c6\u753110\u4e2a\u58f0\u5b66\u573a\u666f\u4e2d\u768410\u79d2\u97f3\u9891\u7247\u6bb5\u7ec4\u6210<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">\u673a\u573a - airport\n\u5ba4\u5185\u8d2d\u7269\u4e2d\u5fc3-shopping_mall\n\u5730\u94c1\u7ad9 - metro_station\n\u6b65\u884c\u8857 - street_pedestrian\n\u516c\u5171\u5e7f\u573a - public_square\n\u8857\u9053\u4ea4\u901a - street_traffic\n\u4e58\u5750\u6709\u8f68\u7535\u8f66 - tram\n\u516c\u4ea4\u8f66\u4e0a - bus\n\u4e58\u5730\u94c1\u65c5\u884c - metro\n\u57ce\u5e02\u516c\u56ed- park<\/pre>\n\n\n\n<h3>TAU Urban Acoustic Scenes 2020 3Class<\/h3>\n\n\n\n<p>\u4e0b\u8f7d\u5730\u5740\uff1a<\/p>\n\n\n\n<ul><li><a href=\"https:\/\/zenodo.org\/record\/3670185#.YzVLRnZBxjU\">Development dataset<\/a>&nbsp;(35.5 GB)<\/li><li><a href=\"https:\/\/zenodo.org\/record\/3685835#.YzVLMnZBxjU\">Evaluation dataset<\/a>&nbsp;(20.9 GB)<\/li><\/ul>\n\n\n\n<p>\u97f3\u9891\u53c2\u6570\uff1a48kHz\uff0c\u53cc\u58f0\u9053\uff0c24\u4f4d\u6df1<\/p>\n\n\n\n<p>TAU Urban Acoustic Scenes 2020 3Class \u6570\u636e\u96c6\u7531\u6765\u81ea 10 \u4e2a\u58f0\u5b66\u573a\u666f\u7684 10 \u79d2\u97f3\u9891\u7247\u6bb5\u7ec4\u6210\uff0c\u5206\u4e3a\u4ee5\u4e0b\u4e09\u5927\u7c7b \uff1a<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">- \u5ba4\u5185\u573a\u666f\u2014\u2014*\u5ba4\u5185*\uff1a\n    \u673a\u573a(airport)\uff1aairport\n    \u5ba4\u5185\u5546\u573a(shopping_mall)\uff1aindoor shopping mall\n    \u5730\u94c1\u7ad9(metro_station)\uff1ametro station\n- \u6237\u5916\u573a\u666f-*\u6237\u5916*\uff1a\n    \u6b65\u884c\u8857(street_pedestrian)\uff1apedestrian street\n    \u516c\u5171\u5e7f\u573a(public_square)\uff1apublic square\n    \u4e2d\u7b49\u4ea4\u901a\u8857\u9053(street_traffic,)\uff1astreet with medium level of traffic\n    \u57ce\u5e02\u516c\u56ed(park)\uff1aurban park\n- \u4ea4\u901a\u76f8\u5173\u573a\u666f-*\u4ea4\u901a*\uff1a\n    \u4e58\u5750\u516c\u5171\u6c7d\u8f66(bus)\uff1atravelling by a bus\n    \u4e58\u5750\u7535\u8f66(tram)\uff1atravelling by a tram\n    \u4e58\u5750\u5730\u94c1(metro)\uff1atravelling by an underground metro<\/pre>\n\n\n\n<h3>TAU Urban Audio-Visual Scenes 2021<\/h3>\n\n\n\n<p>\u6311\u6218\u8d5b\u5730\u5740\uff1a<a href=\"https:\/\/dcase.community\/challenge2022\/task-low-complexity-acoustic-scene-classification\" target=\"_blank\" rel=\"noreferrer noopener\">DCASE 2022 Task1<\/a><\/p>\n\n\n\n<p>\u4e0b\u8f7d\u5730\u5740\uff1a<\/p>\n\n\n\n<ul><li><a href=\"https:\/\/zenodo.org\/record\/4477542#.YzVMcHZBxjU\">Development dataset<\/a>&nbsp;(107.7 GB)<\/li><li><a href=\"https:\/\/zenodo.org\/record\/4767103#.YzVMcHZBxjU\">Evaluation dataset<\/a>&nbsp;(61.2 GB)<\/li><\/ul>\n\n\n\n<p>\u97f3\u9891\u53c2\u6570\uff1a1\u79d2\uff1b44.1kHz\uff1b24\u4f4d\u6df1\uff0c<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">\u673a\u573a - airport\n\u5ba4\u5185\u8d2d\u7269\u4e2d\u5fc3-shopping_mall\n\u5730\u94c1\u7ad9 - metro_station\n\u6b65\u884c\u8857 - street_pedestrian\n\u516c\u5171\u5e7f\u573a - public_square\n\u8857\u9053\u4ea4\u901a - street_traffic\n\u4e58\u5750\u6709\u8f68\u7535\u8f66 -tram\n\u516c\u4ea4\u4e0a -bus\n\u4e58\u5730\u94c1\u65c5\u884c -metro\n\u57ce\u5e02\u516c\u56ed-park<\/pre>\n\n\n\n<h3>TAU Urban Acoustic Scenes 2021 Mobile<\/h3>\n\n\n\n<blockquote class=\"wp-block-quote\"><p>\u6311\u6218\u8d5b\u5730\u5740\uff1a<a href=\"https:\/\/dcase.community\/challenge2021\/task-acoustic-scene-classification\" target=\"_blank\" rel=\"noreferrer noopener\">DCASE\u57ce\u5e02\u58f0\u5b66\u573a\u666f\u5206\u7c7b<\/a><\/p><p>\u4e0b\u8f7d\u5730\u5740\uff1a<a href=\"https:\/\/zenodo.org\/record\/4767109#.YzVQiXZBxjV\">Evaluation dataset<\/a>&nbsp;(8.8 GB)<\/p><p>\u97f3\u9891\u53c2\u6570\uff1a44.1kHz\uff1b\u5355\u58f0\u9053\uff1b24\u4f4d\u6df1<\/p><\/blockquote>\n\n\n\n<pre class=\"wp-block-preformatted\">\u673a\u573a - airport\n\u5ba4\u5185\u8d2d\u7269\u4e2d\u5fc3-shopping_mall\n\u5730\u94c1\u7ad9 - metro_station\n\u6b65\u884c\u8857 - street_pedestrian\n\u516c\u5171\u5e7f\u573a - public_square\n\u8857\u9053\u4ea4\u901a - street_traffic\n\u4e58\u5750\u6709\u8f68\u7535\u8f66 -tram\n\u516c\u4ea4\u8f66\u4e0a -bus\n\u4e58\u5730\u94c1\u65c5\u884c -metro\n\u57ce\u5e02\u516c\u56ed-park<\/pre>\n\n\n\n<h3>TAU Urban Acoustic Scenes 2022 Mobile<\/h3>\n\n\n\n<p>\u4e0b\u8f7d\u5730\u5740\uff1a<\/p>\n\n\n\n<ul><li><a href=\"https:\/\/zenodo.org\/record\/6337421#.YzVQrXZBxjU\">Development dataset<\/a>&nbsp;(27.5 GB)<\/li><li><a href=\"https:\/\/zenodo.org\/record\/6591203#.YzVR4nZBxjU\">Evaluation dataset<\/a>&nbsp;(13.2 GB)<\/li><\/ul>\n\n\n\n<p>\u97f3\u9891\u53c2\u6570\uff1a44.1kHz\uff1b\u5355\u58f0\u9053\uff1b24\u4f4d\u6df1<\/p>\n\n\n\n<p>\u3000\u3000\u4f7f\u7528\u56db\u4e2a\u540c\u65f6\u6355\u83b7\u97f3\u9891\u7684\u8bbe\u5907\u8fdb\u884c\u5f55\u97f3\u3002\u4e3b\u8981\u5f55\u97f3\u8bbe\u5907\u5305\u62ec Soundman OKM II Klassik\/studio A3\u3001\u9a7b\u6781\u4f53\u53cc\u8033\u9ea6\u514b\u98ce\u548c\u4f7f\u7528 48kHz \u91c7\u6837\u7387\u548c 24 \u4f4d\u5206\u8fa8\u7387\u7684 Zoom F8 \u5f55\u97f3\u673a\uff0c\u79f0\u4e3a\u8bbe\u5907 A\u3002\u5176\u4ed6\u8bbe\u5907\u662f\u5e38\u7528\u7684\u5ba2\u6237\u8bbe\u5907\uff1a\u8bbe\u5907B \u662f\u4e09\u661f Galaxy S7\uff0c\u8bbe\u5907 C \u662f iPhone SE\uff0c\u8bbe\u5907 D \u662f GoPro Hero5 Session\u3002<\/p>\n\n\n\n<p>\u3000\u3000\u4f7f\u7528\u8bbe\u5907 A \u5f55\u5236\u7684\u97f3\u9891\u3001\u771f\u5b9e\u8bbe\u5907\u5f55\u5236\u7684\u8109\u51b2\u54cd\u5e94\u548c\u989d\u5916\u7684\u52a8\u6001\u8303\u56f4\u538b\u7f29\u6765\u6a21\u62df 11 \u53f0\u79fb\u52a8\u8bbe\u5907 S1-S11\uff0c\u4ee5\u6a21\u62df\u771f\u5b9e\u7684\u5f55\u97f3\u3002\u6765\u81ea\u8bbe\u5907 A \u7684\u5f55\u97f3\u901a\u8fc7\u4e0e\u9009\u5b9a\u8109\u51b2\u54cd\u5e94\u7684\u5377\u79ef\u8fdb\u884c\u5904\u7406\uff0c\u7136\u540e\u4f7f\u7528\u4e00\u7ec4\u9009\u5b9a\u7684\u53c2\u6570\u8fdb\u884c\u5904\u7406\u4ee5\u8fdb\u884c\u52a8\u6001\u8303\u56f4\u538b\u7f29\uff08\u7279\u5b9a\u4e8e\u8bbe\u5907\uff09\u3002\u8109\u51b2\u54cd\u5e94\u662f\u4e13\u6709\u6570\u636e\uff0c\u4e0d\u4f1a\u516c\u5e03\u3002<\/p>\n\n\n\n<p>\u3000\u3000\u6570\u636e\u96c6\u5305\u542b\u6765\u81ea 10 \u4e2a\u57ce\u5e02\u548c 9 \u4e2a\u8bbe\u5907\u7684\u6570\u636e\uff1a3 \u4e2a\u771f\u5b9e\u8bbe\u5907\uff08A\u3001B\u3001C\uff09\u548c 6 \u4e2a\u6a21\u62df\u8bbe\u5907\uff08S1-S6\uff09\u3002\u6765\u81ea\u8bbe\u5907 B\u3001C \u548c S1-S6 \u7684\u6570\u636e\u7531\u4ece\u540c\u65f6\u8bb0\u5f55\u4e2d\u968f\u673a\u9009\u62e9\u7684\u7247\u6bb5\u7ec4\u6210\uff0c\u56e0\u6b64\u5b83\u4eec\u90fd\u4e0e\u6765\u81ea\u8bbe\u5907 A \u7684\u6570\u636e\u91cd\u53e0\uff0c\u4f46\u4e0d\u4e00\u5b9a\u5f7c\u6b64\u91cd\u53e0\u3002\u5f00\u53d1\u96c6\u4e2d\u7684\u97f3\u9891\u603b\u91cf\u4e3a 64 \u5c0f\u65f6\u3002<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">\u673a\u573a - airport\n\u5ba4\u5185\u8d2d\u7269\u4e2d\u5fc3 - shopping_mall\n\u5730\u94c1\u7ad9 - metro_station\n\u6b65\u884c\u8857 - street_pedestrian\n\u516c\u5171\u5e7f\u573a - public_square\n\u8857\u9053\u4ea4\u901a - street_traffic\n\u4e58\u5750\u6709\u8f68\u7535\u8f66 - tram\n\u516c\u4ea4\u8f66\u4e0a- bus\n\u5730\u94c1 - metro\n\u57ce\u5e02\u516c\u56ed- park<\/pre>\n\n\n\n<h1 id=\"blogTitle43\">\u7efc\u5408\u6570\u636e\u96c6&nbsp;<\/h1>\n\n\n\n<p>\u7efc\u5408\u6570\u636e\u96c6\u662f \u65e2\u6709\u8bed\u97f3\u53c8\u6709\u566a\u58f0\u7684\u6570\u636e\u96c6<\/p>\n\n\n\n<h2 id=\"blogTitle44\">MUSAN<\/h2>\n\n\n\n<blockquote class=\"wp-block-quote\"><p>\u5730\u5740\uff1a<a href=\"https:\/\/www.openslr.org\/17\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u4f20\u9001\u95e8<\/a>\uff0811G\uff09<\/p><\/blockquote>\n\n\n\n<p>\u97f3\u4e50\u3001\u8bed\u97f3\u548c\u566a\u97f3\u7684\u8bed\u6599\u5e93<\/p>\n\n\n\n<h2 id=\"blogTitle45\">FSDnoisy18k<\/h2>\n\n\n\n<p>\u4e0b\u8f7d\u5730\u5740\uff1a<a href=\"http:\/\/www.eduardofonseca.net\/FSDnoisy18k\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u4f20\u9001\u95e8<\/a>&nbsp;(9.5 GB)<\/p>\n\n\n\n<p>FSDnoisy18k \u662f\u4e00\u4e2a\u97f3\u9891\u6570\u636e\u96c6\uff0c\u65e8\u5728\u4fc3\u8fdb\u5bf9\u58f0\u97f3\u4e8b\u4ef6\u5206\u7c7b\u4e2d\u6807\u7b7e\u566a\u58f0\u7684\u8c03\u67e5\u3002\u5b83\u5305\u542b 20 \u4e2a\u58f0\u97f3\u7c7b\u522b\u7684 42.5 \u5c0f\u65f6\u97f3\u9891\uff0c\u5305\u62ec\u5c11\u91cf\u624b\u52a8\u6807\u8bb0\u7684\u6570\u636e\u548c\u5927\u91cf\u771f\u5b9e\u4e16\u754c\u7684\u5608\u6742\u6570\u636e\u3002<\/p>\n\n\n\n<h2 id=\"blogTitle46\">DS_10283_2791<\/h2>\n\n\n\n<p><a href=\"https:\/\/datashare.ed.ac.uk\/handle\/10283\/2791?show=full\">\u7528\u4e8e\u8bad\u7ec3\u8bed\u97f3\u589e\u5f3a\u7b97\u6cd5\u548c TTS \u6a21\u578b\u7684\u5608\u6742\u8bed\u97f3\u6570\u636e\u5e93<\/a><\/p>\n\n\n\n<p>\u5e72\u51c0\u548c\u5608\u6742\u7684\u5e76\u884c\u8bed\u97f3\u6570\u636e\u5e93\u3002\u8be5\u6570\u636e\u5e93\u65e8\u5728\u8bad\u7ec3\u548c\u6d4b\u8bd5\u4ee5 48kHz \u8fd0\u884c\u7684\u8bed\u97f3\u589e\u5f3a\u65b9\u6cd5\u3002\u66f4\u8be6\u7ec6\u7684\u63cf\u8ff0\u53ef\u4ee5\u5728\u4e0e\u6570\u636e\u5e93\u76f8\u5173\u7684\u8bba\u6587\u4e2d\u627e\u5230\u3002\u5bf9\u4e8e 28 \u4e2a\u8bf4\u8bdd\u4eba\u6570\u636e\u96c6\uff0c\u8be6\u7ec6\u4fe1\u606f\u53ef\u53c2\u89c1\uff1aC. Valentini-Botinhao\u3001X. Wang\u3001S. Takaki \u548c J. Yamagishi\uff0c\u201c\u4f7f\u7528\u6df1\u5ea6\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u566a\u58f0\u9c81\u68d2\u6587\u672c\u5230\u8bed\u97f3\u5408\u6210\u7cfb\u7edf\u7684\u8bed\u97f3\u589e\u5f3a\u201d \u201c\uff0c\u5728\u8fc7\u7a0b\u4e2d\u3002Interspeech 2016\u3002\u5bf9\u4e8e 56 \u4f4d\u8bf4\u8bdd\u8005\u6570\u636e\u96c6\uff1aC. Valentini-Botinhao\u3001X. Wang\u3001S. Takaki \u548c J. Yamagishi\uff0c\u201c\u7814\u7a76\u57fa\u4e8e RNN \u7684\u8bed\u97f3\u589e\u5f3a\u65b9\u6cd5\u4ee5\u5b9e\u73b0\u6297\u566a\u6587\u672c\u5230\u8bed\u97f3\u201d\uff0cIn Proc. SSW 2016. \u7528\u4e8e\u521b\u5efa\u5608\u6742\u8bed\u97f3\u7684\u4e00\u4e9b\u566a\u97f3\u6765\u81ea\u9700\u6c42\u6570\u636e\u5e93\uff0c\u53ef\u5728\u6b64\u5904\u83b7\u5f97\uff1ahttp:\/\/parole.loria.fr\/DEMAND\/\u3002\u8bed\u97f3\u6570\u636e\u5e93\u6765\u81ea CSTR VCTK \u8bed\u6599\u5e93\uff0c\u53ef\u5728\u6b64\u5904\u83b7\u53d6\uff1ahttps:\/\/doi.org\/10.7488\/ds\/1994\u3002\u7528\u4e8e\u521b\u5efa\u6b64\u6570\u636e\u96c6\u7684\u8bed\u97f3\u548c babble \u566a\u58f0\u6587\u4ef6\u53ef\u5728\u6b64\u5904\u83b7\u5f97\uff1ahttp:\/\/homepages.inf.ed.ac.uk\/cvbotinh\/se\/noises\/\u3002<\/p>\n\n\n\n<h2 id=\"blogTitle47\">CSTR NAM TIMIT Plus<\/h2>\n\n\n\n<p>\u4e0b\u8f7d\u5730\u5740\uff1a<a href=\"https:\/\/datashare.ed.ac.uk\/handle\/10283\/3849https:\/\/datashare.ed.ac.uk\/handle\/10283\/3849\" target=\"_blank\" rel=\"noreferrer noopener\">\u4f20\u9001\u95e8<\/a>\uff081.342G\uff09<\/p>\n\n\n\n<p>\u7efc\u5408\u6570\u636e\u96c6\u5c31\u662f\u5565\u4e5f\u6709<\/p>\n\n\n\n<p><a href=\"https:\/\/datashare.ed.ac.uk\/handle\/10283\/2791\" target=\"_blank\" rel=\"noreferrer noopener\">DNS-Challenge\uff1ahttps:\/\/github.com\/microsoft\/DNS-Challenge\/tree\/master\/datasets<\/a><\/p>\n\n\n\n<p><a href=\"https:\/\/datashare.ed.ac.uk\/handle\/10283\/2791\" target=\"_blank\" rel=\"noreferrer noopener\">Noisy speech database for training speech enhancement algorithms and TTS models<\/a><\/p>\n\n\n\n<p>OpenSLR\uff1a<a href=\"https:\/\/openslr.org\/\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/openslr.org\/<\/a><\/p>\n\n\n\n<ul><li>12\uff1a<a href=\"https:\/\/www.openslr.org\/12\" target=\"_blank\" rel=\"noreferrer noopener\">LibriSpeech ASR \u8bed\u6599\u5e93<\/a><\/li><li>17\uff1a<a href=\"https:\/\/openslr.org\/17\/\" target=\"_blank\" rel=\"noreferrer noopener\">A corpus of music, speech, and noise<\/a><\/li><li>18\uff1a<a href=\"https:\/\/www.openslr.org\/18\/\" target=\"_blank\" rel=\"noreferrer noopener\">THCHS-30\u6e05\u534e\u5927\u5b66\u53d1\u5e03\u7684\u514d\u8d39\u4e2d\u6587\u8bed\u97f3\u8bed\u6599\u5e93<\/a><\/li><li>28\uff1a<a href=\"https:\/\/openslr.org\/28\/\" target=\"_blank\" rel=\"noreferrer noopener\">OpenSLR&nbsp;\u623f\u95f4\u8109\u51b2\u54cd\u5e94\u548c\u566a\u58f0\u6570\u636e\u5e93<\/a><\/li><li>38\uff1a<a href=\"https:\/\/www.openslr.org\/38\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u51b2\u6d6a\u79d1\u6280\u7684\u514d\u8d39\u4e2d\u6587\u666e\u901a\u8bdd\u8bed\u6599\u5e93<\/a>\uff0c\u5305\u542b855\u4e2a\u8bf4\u8bdd\u8005\u7684\u8bdd\u8bed\uff0c102600\u4e2a\u8bdd\u8bed\uff1b<\/li><li>60\uff1a<a href=\"https:\/\/www.openslr.org\/60\/\" target=\"_blank\" rel=\"noreferrer noopener\">LibriTTS\u8bed\u6599\u5e93<\/a>\uff0c\u81eaLibriSpeech\u8bed\u6599\u5e93\u539f\u59cb\u8d44\u6599\u7684\u5927\u89c4\u6a21\u82f1\u8bed\u8bed\u97f3\u8bed\u6599\u5e93<\/li><li>62\uff1a<a href=\"http:\/\/www.openslr.org\/62\/\" target=\"_blank\" rel=\"noreferrer noopener\">aidatatang_200zh<\/a>\uff0c\u5317\u4eac\u6570\u636e\u5802\u79d1\u6280\u6709\u9650\u516c\u53f8\u7684\u4e2d\u6587\u666e\u901a\u8bdd\u8bed\u97f3\u8bed\u6599\u5e93\uff0c\u5305\u542b\u6765\u81ea600\u4f4d\u8bf4\u8bdd\u8005\u7684200\u5c0f\u65f6\u8bed\u97f3\u6570\u636e\u3002\u6bcf\u4e2a\u53e5\u5b50\u7684\u8f6c\u5f55\u51c6\u786e\u7387\u5927\u4e8e 98%<\/li><li>68\uff1a<a href=\"https:\/\/www.openslr.org\/68\/\" target=\"_blank\" rel=\"noreferrer noopener\">MAGICDATA \u6c49\u8bed\u666e\u901a\u8bdd\u6717\u8bfb\u8bed\u6599\u5e93<\/a>\uff0c\u9b54\u6570\u636e\u79d1\u6280\u6709\u9650\u516c\u53f8\u7684\u8bed\u6599\u5e93\uff0c\u5305\u542b 755 \u5c0f\u65f6\u7684\u811a\u672c\u9605\u8bfb\u8bed\u97f3\u6570\u636e\uff0c\u6765\u81ea\u4e2d\u56fd\u5927\u9646\u7684 1080 \u4f4d\u6bcd\u8bed\u4e3a\u666e\u901a\u8bdd\u7684\u4eba\u3002\u53e5\u5b50\u8f6c\u5f55\u51c6\u786e\u7387\u9ad8\u4e8e98%\u3002<\/li><\/ul>\n\n\n\n<h1 id=\"blogTitle48\">\u53c2\u8003<\/h1>\n\n\n\n<p>\u3010\u77e5\u4e4e\u3011<a href=\"https:\/\/zhuanlan.zhihu.com\/p\/267372288\" target=\"_blank\" rel=\"noreferrer noopener\">\u8bed\u97f3\u6570\u636e\u96c6\u6574\u7406<\/a><\/p>\n\n\n\n<p>\u3010github\u3011<a href=\"https:\/\/github.com\/coqui-ai\/open-speech-corpora\">open-speech-corpora<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u8f6c\u8f7d\u5730\u5740\uff1ahttps:\/\/www.cnblogs.com\/LXP-Never\/p\/15474948.html  &hellip; <a href=\"http:\/\/139.9.1.231\/index.php\/2024\/12\/11\/audio-data-sum\/\" class=\"more-link\">\u7ee7\u7eed\u9605\u8bfb<span class=\"screen-reader-text\">\u8bed\u97f3\u548c\u566a\u58f0\u76f8\u5173\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":[4,34],"tags":[],"_links":{"self":[{"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/posts\/22987"}],"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=22987"}],"version-history":[{"count":6,"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/posts\/22987\/revisions"}],"predecessor-version":[{"id":22993,"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/posts\/22987\/revisions\/22993"}],"wp:attachment":[{"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/media?parent=22987"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/categories?post=22987"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/tags?post=22987"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}