{"id":851,"date":"2026-07-16T23:36:43","date_gmt":"2026-07-16T15:36:43","guid":{"rendered":"https:\/\/blog.itsmygo.uk\/2026\/07\/16\/%e7%94%a8-qwen3-asr-%e6%8a%8a%e8%aa%9e%e9%9f%b3%e8%ae%8a%e6%88%90%e6%96%87%e5%ad%97%ef%bc%9avibe-coder-%e5%bf%85%e7%9f%a5\/"},"modified":"2026-08-05T10:02:31","modified_gmt":"2026-08-05T02:02:31","slug":"%e7%94%a8-qwen3-asr-%e6%8a%8a%e8%aa%9e%e9%9f%b3%e8%ae%8a%e6%88%90%e6%96%87%e5%ad%97%ef%bc%9avibe-coder-%e5%bf%85%e7%9f%a5","status":"publish","type":"post","link":"https:\/\/blog.itsmygo.uk\/wordpress\/2026\/07\/16\/%e7%94%a8-qwen3-asr-%e6%8a%8a%e8%aa%9e%e9%9f%b3%e8%ae%8a%e6%88%90%e6%96%87%e5%ad%97%ef%bc%9avibe-coder-%e5%bf%85%e7%9f%a5\/","title":{"rendered":"\u3010\u591a\u5a92\u9ad4 AI \u5de5\u5177\u5be6\u6230\u3011#01\u00a0\u7528 Qwen3-ASR \u628a\u8a9e\u97f3\u8b8a\u6210\u6587\u5b57\uff1aVibe Coder \u5fc5\u77e5"},"content":{"rendered":"\n<div id=\"quiz-549a9d22\">\n<style>\n#quiz-549a9d22 .question { background: white; border-radius: 8px; padding: 20px; margin: 20px 0; box-shadow: 0 2px 4px rgba(0, 0, 0, 0.1); }#quiz-549a9d22 .question h3 { margin-top: 0; color: #333; }#quiz-549a9d22 .options { list-style: none; padding: 0; }#quiz-549a9d22 .options li { padding: 12px 15px; margin: 8px 0; border: 2px solid #ddd; border-radius: 6px; cursor: pointer; transition: all 0.2s; }#quiz-549a9d22 .options li:hover:not(.disabled) { border-color: #4caf50; background: #f0fff0; }#quiz-549a9d22 .options li.correct { border-color: #4caf50; background: #e8f5e9; }#quiz-549a9d22 .options li.wrong { border-color: #f44336; background: #ffebee; }#quiz-549a9d22 .options li.disabled { cursor: default; opacity: 0.7; }#quiz-549a9d22 .options li.show-answer { border-color: #4caf50; background: #e8f5e9; }#quiz-549a9d22 .feedback { margin-top: 15px; padding: 12px; border-radius: 6px; display: none; }#quiz-549a9d22 .feedback.correct { background: #e8f5e9; color: #2e7d32; display: block; }#quiz-549a9d22 .feedback.wrong { background: #ffebee; color: #c62828; display: block; }#quiz-549a9d22 .score { text-align: center; font-size: 1.5em; padding: 20px; background: white; border-radius: 8px; margin-top: 20px; }#quiz-549a9d22 .code-block { background: #1e1e1e; color: #d4d4d4; padding: 14px; border-radius: 6px; font-family: \"Monaco\", \"Consolas\", \"Courier New\", monospace; font-size: 0.9em; overflow-x: auto; margin: 12px 0; white-space: pre-wrap; }\n<\/style>\n<h1>\u6e2c\u9a57\uff1a\u7528 Qwen3-ASR \u628a\u8a9e\u97f3\u8b8a\u6210\u6587\u5b57<\/h1>\n    <p>\u5171 5 \u984c\uff0c\u9ede\u9078\u7b54\u6848\u5f8c\u6703\u7acb\u5373\u986f\u793a\u7d50\u679c<\/p>\n\n    <div class=\"question\" id=\"q1\">\n      <h3>1. Qwen3-ASR \u9019\u985e ASR \u6a21\u578b\u7684\u4e3b\u8981\u529f\u80fd\u662f\u4ec0\u9ebc\uff1f<\/h3>\n      <ul class=\"options\">\n        <li onclick=\"checkAnswer(1, 'A', 'B')\">A. \u628a\u6587\u5b57\u8f49\u6210\u8a9e\u97f3\u6717\u8b80<\/li>\n        <li onclick=\"checkAnswer(1, 'B', 'B')\">B. \u628a\u8a9e\u97f3\u97f3\u6a94\u8f49\u6210\u6587\u5b57\uff08\u9010\u5b57\u7a3f\uff09<\/li>\n        <li onclick=\"checkAnswer(1, 'C', 'B')\">C. \u628a\u97f3\u6a02\u5206\u96e2\u6210\u4e0d\u540c\u6a02\u5668<\/li>\n        <li onclick=\"checkAnswer(1, 'D', 'B')\">D. \u628a\u5f71\u7247\u7ffb\u8b6f\u6210\u4e0d\u540c\u8a9e\u8a00\u7684\u914d\u97f3<\/li>\n      <\/ul>\n      <div class=\"feedback\" id=\"fb1\"><\/div>\n    <\/div>\n\n    <div class=\"question\" id=\"q2\">\n      <h3>2. \u6839\u64da\u6587\u7ae0\uff0c\u5982\u679c\u4f60\u300c\u4e0d\u60f3\u7ba1 GPU\u3001\u53ea\u60f3\u5feb\u901f\u8f49\u5e7e\u500b\u6a94\u300d\uff0c\u6bd4\u8f03\u9069\u5408\u54ea\u7a2e\u7528\u6cd5\uff1f<\/h3>\n      <ul class=\"options\">\n        <li onclick=\"checkAnswer(2, 'A', 'A')\">A. \u547c\u53eb\u96f2\u7aef DashScope API<\/li>\n        <li onclick=\"checkAnswer(2, 'B', 'A')\">B. \u7528\u672c\u5730 transformers \u4e0b\u8f09\u6a21\u578b\u8dd1<\/li>\n        <li onclick=\"checkAnswer(2, 'C', 'A')\">C. \u81ea\u5df1\u8a13\u7df4\u4e00\u500b\u65b0\u6a21\u578b<\/li>\n        <li onclick=\"checkAnswer(2, 'D', 'A')\">D. \u624b\u52d5\u807d\u6253\u9010\u5b57\u7a3f<\/li>\n      <\/ul>\n      <div class=\"feedback\" id=\"fb2\"><\/div>\n    <\/div>\n\n    <div class=\"question\" id=\"q3\">\n      <h3>3. \u5927\u591a\u6578 ASR \u6a21\u578b\uff08\u542b Qwen3-ASR\uff09\u5c0d\u97f3\u8a0a\u7684\u53d6\u6a23\u7387\u8981\u6c42\u901a\u5e38\u662f\u591a\u5c11\uff1f<\/h3>\n      <ul class=\"options\">\n        <li onclick=\"checkAnswer(3, 'A', 'C')\">A. 44.1kHz<\/li>\n        <li onclick=\"checkAnswer(3, 'B', 'C')\">B. 8kHz<\/li>\n        <li onclick=\"checkAnswer(3, 'C', 'C')\">C. 16kHz<\/li>\n        <li onclick=\"checkAnswer(3, 'D', 'C')\">D. \u6c92\u6709\u4efb\u4f55\u8981\u6c42<\/li>\n      <\/ul>\n      <div class=\"feedback\" id=\"fb3\"><\/div>\n    <\/div>\n\n    <div class=\"question\" id=\"q4\">\n      <h3>4. \u9019\u884c\u7a0b\u5f0f\u7684\u76ee\u7684\u662f\u4ec0\u9ebc\uff1f<\/h3>\n      <div class=\"code-block\">dashscope.api_key = os.environ[&#8220;DASHSCOPE_API_KEY&#8221;]<\/div>\n      <ul class=\"options\">\n        <li onclick=\"checkAnswer(4, 'A', 'B')\">A. \u7522\u751f\u4e00\u7d44\u65b0\u7684 API \u91d1\u9470<\/li>\n        <li onclick=\"checkAnswer(4, 'B', 'B')\">B. \u5f9e\u74b0\u5883\u8b8a\u6578\u8b80\u53d6\u91d1\u9470\uff0c\u907f\u514d\u5beb\u6b7b\u5728\u7a0b\u5f0f\u88e1<\/li>\n        <li onclick=\"checkAnswer(4, 'C', 'B')\">C. \u628a\u91d1\u9470\u5132\u5b58\u5230\u8cc7\u6599\u5eab<\/li>\n        <li onclick=\"checkAnswer(4, 'D', 'B')\">D. \u9a57\u8b49\u91d1\u9470\u662f\u5426\u904e\u671f<\/li>\n      <\/ul>\n      <div class=\"feedback\" id=\"fb4\"><\/div>\n    <\/div>\n\n    <div class=\"question\" id=\"q5\">\n      <h3>5. \u6587\u7ae0\u5efa\u8b70\u8655\u7406\u4e00\u5c0f\u6642\u7684 podcast \u9577\u97f3\u6a94\u6642\uff0c\u6b63\u78ba\u7684\u505a\u6cd5\u662f\uff1f<\/h3>\n      <ul class=\"options\">\n        <li onclick=\"checkAnswer(5, 'A', 'C')\">A. \u6574\u500b\u6a94\u6848\u4e00\u6b21\u585e\u9032\u6a21\u578b\uff0c\u8d8a\u5927\u8d8a\u597d<\/li>\n        <li onclick=\"checkAnswer(5, 'B', 'C')\">B. \u53ea\u8fa8\u8b58\u524d 5 \u5206\u9418\u5c31\u597d<\/li>\n        <li onclick=\"checkAnswer(5, 'C', 'C')\">C. \u5148\u5207\u6210\u4e00\u6bb5\u4e00\u6bb5\uff08\u5982 30 \u79d2\uff09\u5206\u6279\u8fa8\u8b58\uff0c\u518d\u628a\u7d50\u679c\u62fc\u56de\u53bb<\/li>\n        <li onclick=\"checkAnswer(5, 'D', 'C')\">D. \u63d0\u9ad8\u53d6\u6a23\u7387\u5230 44.1kHz \u5c31\u80fd\u4e00\u6b21\u8655\u7406\u5b8c<\/li>\n      <\/ul>\n      <div class=\"feedback\" id=\"fb5\"><\/div>\n    <\/div>\n\n    <div class=\"score\" id=\"score\" style=\"display:none;\"><\/div>\n<script>\n\n      let answered = 0;\n      let correct = 0;\n      const total = 5;\n      const explanations = {\n        1: \"ASR\uff08Automatic Speech Recognition\uff09\u5c31\u662f\u8a9e\u97f3\u8f49\u6587\u5b57\u3002\u4e1f\u4e00\u6bb5\u97f3\u6a94\u9032\u53bb\uff0c\u5410\u51fa\u4e00\u6bb5\u9010\u5b57\u7a3f\u6587\u5b57\u3002A \u7684\u6587\u5b57\u8f49\u8a9e\u97f3\u662f TTS\uff0c\u65b9\u5411\u76f8\u53cd\u3002\",\n        2: \"\u6587\u7ae0\u660e\u8b1b\uff1a\u53ea\u662f\u60f3\u5feb\u901f\u8f49\u5e7e\u500b\u6a94\u3001\u4e0d\u60f3\u7ba1 GPU \u5c31\u7528 DashScope API\uff1b\u8cc7\u6599\u4e0d\u80fd\u5916\u6d41\u3001\u8981\u5927\u91cf\u8655\u7406\u624d\u7528\u672c\u5730 transformers\uff08\u4f46\u9700\u8981 GPU\uff09\u3002\",\n        3: \"\u6587\u7ae0\u7684\u5be6\u52d9\u8981\u9ede\u6307\u51fa\u6a21\u578b\u5403\u7684\u662f 16000Hz \u7684\u97f3\u8a0a\u3002\u4e00\u822c\u97f3\u6a02\u5e38\u662f 44.1kHz\uff0c\u683c\u5f0f\u5c0d\u4e0d\u4e0a\u6642\u8981\u5148\u7528 ffmpeg \u8f49\u6210 16kHz\u3002\",\n        4: \"os.environ[...] \u662f\u5f9e\u74b0\u5883\u8b8a\u6578\u8b80\u503c\uff0c\u771f\u6b63\u7684\u91d1\u9470\u653e\u5728 .env\uff08\u4e0d\u9032 git\uff09\u3002\u9019\u6a23\u53ef\u907f\u514d\u91d1\u9470\u5beb\u6b7b\u5728\u7a0b\u5f0f\u88e1\u800c\u5916\u6d29\u3002\",\n        5: \"\u9577\u97f3\u6a94\u4e0d\u5207\u6bb5\u53ef\u80fd\u8d85\u6642\u3001\u7206\u8a18\u61b6\u9ad4\uff0c\u6216\u53ea\u8fa8\u8b58\u5230\u524d\u9762\u4e00\u5c0f\u6bb5\u3002\u6b63\u78ba\u505a\u6cd5\u662f\u5148\u5207\u6bb5\u5206\u6279\u8fa8\u8b58\u518d\u62fc\u56de\u5b8c\u6574\u9010\u5b57\u7a3f\u3002\",\n      };\n\n      function checkAnswer(qNum, selected, correctAns) {\n        const question = document.getElementById(\"q\" + qNum);\n        if (question.classList.contains(\"answered\")) return;\n        question.classList.add(\"answered\");\n        answered++;\n        const options = question.querySelectorAll(\".options li\");\n        options.forEach((opt) => {\n          opt.classList.add(\"disabled\");\n          if (opt.textContent.startsWith(correctAns + \".\")) { opt.classList.add(\"show-answer\"); }\n        });\n        const feedback = document.getElementById(\"fb\" + qNum);\n        if (selected === correctAns) {\n          correct++;\n          feedback.className = \"feedback correct\";\n          feedback.innerHTML = \"\u2713 \u6b63\u78ba\uff01\" + explanations[qNum];\n        } else {\n          feedback.className = \"feedback wrong\";\n          feedback.innerHTML = \"\u2717 \u932f\u8aa4\u3002\u6b63\u78ba\u7b54\u6848\u662f \" + correctAns + \"\u3002\" + explanations[qNum];\n          options.forEach((opt) => { if (opt.textContent.startsWith(selected + \".\")) { opt.classList.add(\"wrong\"); } });\n        }\n        if (answered === total) {\n          const scoreDiv = document.getElementById(\"score\");\n          scoreDiv.style.display = \"block\";\n          scoreDiv.innerHTML = \"\u6e2c\u9a57\u5b8c\u6210\uff01\u5f97\u5206\uff1a\" + correct + \" \/ \" + total + (correct === total ? \" \ud83c\udf89 \u5168\u5c0d\uff01\" : correct >= Math.ceil(total * 0.6) ? \" \ud83d\udc4d \u4e0d\u932f\uff01\" : \" \ud83d\udcda \u518d\u8907\u7fd2\u4e00\u4e0b\u5427\");\n        }\n      }\n    \n<\/script>\n<\/div>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\">\u3010\u591a\u5a92\u9ad4 AI \u5de5\u5177\u5be6\u6230\u3011\u7cfb\u5217 #01\uff08\u5171 3 \u7bc7\uff09\uff5c\u96e3\u5ea6\uff1aL2-\u9032\u968e<\/p>\n<\/blockquote>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f60\u8acb AI \u5e6b\u4f60\u5beb\u4e86\u4e00\u6bb5\u300c\u628a\u9304\u97f3\u6a94\u8f49\u6210\u9010\u5b57\u7a3f\u300d\u7684\u7a0b\u5f0f\uff0c\u5b83\u4e1f\u7d66\u4f60\u4e8c\u5341\u884c Python\uff0c\u8dd1\u8d77\u4f86\u597d\u50cf\u6709\u8f38\u51fa\u3002 \u554f\u984c\u662f\uff1a\u9019\u6bb5\u5230\u5e95\u5728\u5e79\u561b\uff1f\u8f38\u51fa\u5c0d\u4e0d\u5c0d\uff1f\u54ea\u88e1\u53ef\u80fd\u6084\u6084\u58de\u6389\u4f46\u4f60\u4e0d\u77e5\u9053\uff1f<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u9019\u7bc7\u7684\u76ee\u6a19\u4e0d\u662f\u6559\u4f60\u5f9e\u96f6\u5beb\u8a9e\u97f3\u8fa8\u8b58\uff0c\u800c\u662f\u6559\u4f60<strong>\u770b\u61c2 AI \u4ea4\u51fa\u4f86\u7684 Qwen3-ASR \u7a0b\u5f0f\u3001\u5be6\u969b\u8dd1\u4e00\u6b21\u3001\u6293\u51fa\u5e38\u898b\u7684\u5751<\/strong>\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">\u4e00\u53e5\u8a71\u8aaa\u660e<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Qwen3-ASR \u662f\u963f\u91cc\u901a\u7fa9 Qwen \u7cfb\u5217\u7684<strong>\u8a9e\u97f3\u8fa8\u8b58\u6a21\u578b<\/strong>\uff1a\u4e1f\u4e00\u6bb5\u97f3\u6a94\u9032\u53bb\uff0c\u5410\u51fa\u4e00\u6bb5\u6587\u5b57\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">ASR = Automatic Speech Recognition\uff08\u81ea\u52d5\u8a9e\u97f3\u8fa8\u8b58\uff09\uff0c\u4e5f\u5c31\u662f\u4fd7\u7a31\u7684\u300c\u8a9e\u97f3\u8f49\u6587\u5b57\u300d\u300c\u9010\u5b57\u7a3f\u300d\u3002 Qwen3-ASR \u7684\u7279\u9ede\u662f<strong>\u591a\u8a9e\u8a00<\/strong>\uff08\u4e2d\u82f1\u65e5\u97d3\u7b49\uff09\u3001\u5c0d\u4e2d\u6587\u548c\u4e2d\u82f1\u6df7\u8b1b\u7684\u8fa8\u8b58\u54c1\u8cea\u597d\uff0c \u800c\u4e14\u6709\u5169\u7a2e\u7528\u6cd5\uff1a\u547c\u53eb\u96f2\u7aef API\uff08DashScope\uff09\uff0c\u6216\u628a\u6a21\u578b\u4e0b\u8f09\u5230\u672c\u5730\u7528 <code>transformers<\/code> \u8dd1\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table>\n<thead>\n<tr>\n<th>\u4f60\u53ef\u80fd\u807d\u904e\u7684<\/th>\n<th>\u5b83\u662f\u4ec0\u9ebc<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>Whisper\uff08OpenAI\uff09<\/td>\n<td>\u6700\u6709\u540d\u7684\u958b\u6e90 ASR\uff0cQwen3-ASR \u662f\u540c\u985e\u7af6\u54c1<\/td>\n<\/tr>\n<tr>\n<td>DashScope<\/td>\n<td>\u963f\u91cc\u96f2\u7684\u6a21\u578b API \u5e73\u53f0\uff0cQwen3-ASR \u8d70\u9019\u500b\u53eb\u96f2\u7aef<\/td>\n<\/tr>\n<tr>\n<td>transformers<\/td>\n<td>Hugging Face \u7684\u5957\u4ef6\uff0c\u628a\u6a21\u578b\u4e0b\u8f09\u5230\u81ea\u5df1\u6a5f\u5668\u8dd1<\/td>\n<\/tr>\n<\/tbody>\n<\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u600e\u9ebc\u9078<\/strong>\uff1a\u53ea\u662f\u60f3\u5feb\u901f\u8f49\u5e7e\u500b\u6a94\u3001\u4e0d\u60f3\u7ba1 GPU \u2192 \u7528 DashScope API\u3002 \u8cc7\u6599\u4e0d\u80fd\u5916\u6d41\u3001\u8981\u5927\u91cf\u8655\u7406 \u2192 \u672c\u5730 transformers\uff08\u4f46\u9700\u8981 GPU\uff09\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">\u6700\u5c0f\u7bc4\u4f8b\uff08\u96f2\u7aef API \u7248\uff09<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u9019\u662f AI \u6700\u5e38\u4ea4\u7d66\u4f60\u7684\u6a23\u5b50\u2014\u2014\u547c\u53eb DashScope \u96f2\u7aef API\uff0c\u4e0d\u9700\u8981\u81ea\u5df1\u7684 GPU\uff1a<\/p>\n\n\n<div class=\"cbc-code-wrapper\"><div class=\"cbc-code-bar\"><button class=\"cbc-copy-button\">Copy<\/button><\/div><pre class=\"wp-block-code\" aria-describedby=\"shcb-language-1\" data-shcb-language-name=\"PHP\" data-shcb-language-slug=\"php\"><span><code class=\"hljs language-php\"><span class=\"hljs-comment\"># \u5b89\u88dd SDK<\/span>\nuv add dashscope\n<\/code><\/span><small class=\"shcb-language\" id=\"shcb-language-1\"><span class=\"shcb-language__label\">Code language:<\/span> <span class=\"shcb-language__name\">PHP<\/span> <span class=\"shcb-language__paren\">(<\/span><span class=\"shcb-language__slug\">php<\/span><span class=\"shcb-language__paren\">)<\/span><\/small><\/pre><\/div>\n\n<div class=\"cbc-code-wrapper\"><div class=\"cbc-code-bar\"><button class=\"cbc-copy-button\">Copy<\/button><\/div><pre class=\"wp-block-code\" aria-describedby=\"shcb-language-2\" data-shcb-language-name=\"PHP\" data-shcb-language-slug=\"php\"><span><code class=\"hljs language-php\">import os\nimport dashscope\n\n<span class=\"hljs-comment\"># \u5f9e\u74b0\u5883\u8b8a\u6578\u8b80\u91d1\u9470\uff08\u4e0d\u8981\u5beb\u6b7b\u5728\u7a0b\u5f0f\u88e1\uff01\uff09<\/span>\ndashscope.api_key = os.environ&#91;<span class=\"hljs-string\">\"DASHSCOPE_API_KEY\"<\/span>]\n\nresponse = dashscope.MultiModalConversation.call(\n    model=<span class=\"hljs-string\">\"qwen3-asr-flash\"<\/span>,\n    messages=&#91;{\n        <span class=\"hljs-string\">\"role\"<\/span>: <span class=\"hljs-string\">\"user\"<\/span>,\n        <span class=\"hljs-string\">\"content\"<\/span>: &#91;{<span class=\"hljs-string\">\"audio\"<\/span>: <span class=\"hljs-string\">\"meeting.wav\"<\/span>}],\n    }],\n)\n\n<span class=\"hljs-comment\"># \u5370\u51fa\u8fa8\u8b58\u51fa\u4f86\u7684\u6587\u5b57<\/span>\n<span class=\"hljs-keyword\">print<\/span>(response.output.choices&#91;<span class=\"hljs-number\">0<\/span>].message.content)\n<\/code><\/span><small class=\"shcb-language\" id=\"shcb-language-2\"><span class=\"shcb-language__label\">Code language:<\/span> <span class=\"shcb-language__name\">PHP<\/span> <span class=\"shcb-language__paren\">(<\/span><span class=\"shcb-language__slug\">php<\/span><span class=\"shcb-language__paren\">)<\/span><\/small><\/pre><\/div>\n\n\n<p class=\"wp-block-paragraph\">\u8dd1\u5b8c\u4f60\u61c9\u8a72\u770b\u5230 <code>meeting.wav<\/code> \u88e1\u8b1b\u7684\u8a71\uff0c\u8b8a\u6210\u4e00\u6bb5\u6587\u5b57\u5370\u5728\u756b\u9762\u4e0a\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">\u9010\u884c\u7ffb\u8b6f<\/h2>\n\n\n<div class=\"cbc-code-wrapper\"><div class=\"cbc-code-bar\"><button class=\"cbc-copy-button\">Copy<\/button><\/div><pre class=\"wp-block-code\" aria-describedby=\"shcb-language-3\" data-shcb-language-name=\"PHP\" data-shcb-language-slug=\"php\"><span><code class=\"hljs language-php\">import os\nimport dashscope                                    <span class=\"hljs-comment\"># \u963f\u91cc\u96f2\u7684\u5b98\u65b9 SDK<\/span>\n\ndashscope.api_key = os.environ&#91;<span class=\"hljs-string\">\"DASHSCOPE_API_KEY\"<\/span>]  <span class=\"hljs-comment\"># \u5f9e\u74b0\u5883\u8b8a\u6578\u62ff\u91d1\u9470\uff08\u503c\u653e .env\uff0c\u4e0d\u9032 git\uff09<\/span>\n\nresponse = dashscope.MultiModalConversation.call(    <span class=\"hljs-comment\"># \u9001\u51fa\u4e00\u6b21\u8fa8\u8b58\u8acb\u6c42\uff0c\u7b49\u96f2\u7aef\u56de\u8986<\/span>\n    model=<span class=\"hljs-string\">\"qwen3-asr-flash\"<\/span>,                         <span class=\"hljs-comment\"># \u6307\u5b9a\u7528\u54ea\u500b\u6a21\u578b\uff08flash = \u5feb\u901f\u7248\uff09<\/span>\n    messages=&#91;{                                       <span class=\"hljs-comment\"># \u5c0d\u8a71\u683c\u5f0f\uff1a\u544a\u8a34\u6a21\u578b\u300c\u9019\u662f\u4f7f\u7528\u8005\u7d66\u7684\u5167\u5bb9\u300d<\/span>\n        <span class=\"hljs-string\">\"role\"<\/span>: <span class=\"hljs-string\">\"user\"<\/span>,\n        <span class=\"hljs-string\">\"content\"<\/span>: &#91;{<span class=\"hljs-string\">\"audio\"<\/span>: <span class=\"hljs-string\">\"meeting.wav\"<\/span>}],       <span class=\"hljs-comment\"># \u5167\u5bb9\u662f\u4e00\u500b\u97f3\u6a94<\/span>\n    }],\n)\n\n<span class=\"hljs-keyword\">print<\/span>(response.output.choices&#91;<span class=\"hljs-number\">0<\/span>].message.content)   <span class=\"hljs-comment\"># \u5f9e\u56de\u50b3\u7d50\u69cb\u88e1\u628a\u6587\u5b57\u6316\u51fa\u4f86\u5370<\/span>\n<\/code><\/span><small class=\"shcb-language\" id=\"shcb-language-3\"><span class=\"shcb-language__label\">Code language:<\/span> <span class=\"shcb-language__name\">PHP<\/span> <span class=\"shcb-language__paren\">(<\/span><span class=\"shcb-language__slug\">php<\/span><span class=\"shcb-language__paren\">)<\/span><\/small><\/pre><\/div>\n\n\n<p class=\"wp-block-paragraph\">\u770b\u5230 <code>response.output.choices[0].message.content<\/code> \u9019\u4e00\u9577\u4e32\u4e0d\u7528\u6015\uff0c \u5b83\u5c31\u662f<strong>\u7167\u8457\u56de\u50b3\u7684\u8cc7\u6599\u7d50\u69cb\u4e00\u5c64\u4e00\u5c64\u5f80\u88e1\u6316<\/strong>\uff0c\u6700\u5f8c\u90a3\u5c64 <code>content<\/code> \u624d\u662f\u4f60\u8981\u7684\u9010\u5b57\u7a3f\u6587\u5b57\u3002<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\">\u770b\u4e0d\u61c2 <code>choices[0]<\/code> \u70ba\u4ec0\u9ebc\u662f <code>[0]<\/code>\uff1f\u628a\u6574\u500b <code>response<\/code> \u8cbc\u7d66 AI \u554f\uff1a<br>\u300c\u9019\u500b\u56de\u50b3\u7269\u4ef6\u7684\u7d50\u69cb\u9577\u600e\u6a23\uff1f\u5e6b\u6211\u756b\u51fa\u4f86\uff0c\u4e26\u6a19\u51fa\u9010\u5b57\u7a3f\u6587\u5b57\u5728\u54ea\u4e00\u5c64\u300d<\/p>\n<\/blockquote>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">\u5e38\u898b\u8b8a\u5316<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">AI \u53ef\u80fd\u6703\u7528\u4e0d\u540c\u5beb\u6cd5\uff0c\u8a8d\u5f97\u51fa\u4f86\u5c31\u597d\uff1a<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u8b8a\u5316 1\uff1a\u672c\u5730 transformers \u7248\uff08\u4e0d\u547c\u53eb\u96f2\u7aef\uff09<\/h3>\n\n\n<div class=\"cbc-code-wrapper\"><div class=\"cbc-code-bar\"><button class=\"cbc-copy-button\">Copy<\/button><\/div><pre class=\"wp-block-code\" aria-describedby=\"shcb-language-4\" data-shcb-language-name=\"PHP\" data-shcb-language-slug=\"php\"><span><code class=\"hljs language-php\">from transformers import pipeline\n\nasr = pipeline(<span class=\"hljs-string\">\"automatic-speech-recognition\"<\/span>, model=<span class=\"hljs-string\">\"Qwen\/Qwen3-ASR-Flash\"<\/span>)\nresult = asr(<span class=\"hljs-string\">\"meeting.wav\"<\/span>)\n<span class=\"hljs-keyword\">print<\/span>(result&#91;<span class=\"hljs-string\">\"text\"<\/span>])   <span class=\"hljs-comment\"># \u6587\u5b57\u5728 result&#91;\"text\"]<\/span>\n<\/code><\/span><small class=\"shcb-language\" id=\"shcb-language-4\"><span class=\"shcb-language__label\">Code language:<\/span> <span class=\"shcb-language__name\">PHP<\/span> <span class=\"shcb-language__paren\">(<\/span><span class=\"shcb-language__slug\">php<\/span><span class=\"shcb-language__paren\">)<\/span><\/small><\/pre><\/div>\n\n\n<p class=\"wp-block-paragraph\"><strong>\u7ffb\u8b6f<\/strong>\uff1a\u628a\u6a21\u578b\u4e0b\u8f09\u5230\u81ea\u5df1\u6a5f\u5668\u4e0a\u8dd1\u3002<code>pipeline(...)<\/code> \u662f\u300c\u5e6b\u6211\u628a\u8f09\u5165\u6a21\u578b\u3001\u524d\u8655\u7406\u3001\u8fa8\u8b58\u5168\u5305\u597d\u300d\u7684\u61f6\u4eba\u5165\u53e3\u3002 \u597d\u8655\u662f\u8cc7\u6599\u4e0d\u51fa\u9580\uff0c\u4ee3\u50f9\u662f\u8981\u4e0b\u8f09\u5e7e GB \u6a21\u578b\u3001\u901a\u5e38\u8981 GPU \u624d\u8dd1\u5f97\u52d5\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u8b8a\u5316 2\uff1a\u6307\u5b9a\u8a9e\u8a00 \/ \u958b\u6642\u9593\u6233<\/h3>\n\n\n<div class=\"cbc-code-wrapper\"><div class=\"cbc-code-bar\"><button class=\"cbc-copy-button\">Copy<\/button><\/div><pre class=\"wp-block-code\" aria-describedby=\"shcb-language-5\" data-shcb-language-name=\"PHP\" data-shcb-language-slug=\"php\"><span><code class=\"hljs language-php\">result = asr(\n    <span class=\"hljs-string\">\"meeting.wav\"<\/span>,\n    generate_kwargs={<span class=\"hljs-string\">\"language\"<\/span>: <span class=\"hljs-string\">\"zh\"<\/span>},   <span class=\"hljs-comment\"># \u660e\u8b1b\u662f\u4e2d\u6587\uff0c\u907f\u514d\u5b83\u731c\u932f\u8a9e\u8a00<\/span>\n    return_timestamps=<span class=\"hljs-keyword\">True<\/span>,                <span class=\"hljs-comment\"># \u9806\u4fbf\u56de\u50b3\u6bcf\u6bb5\u8a71\u7684\u6642\u9593\u6233<\/span>\n)\n<\/code><\/span><small class=\"shcb-language\" id=\"shcb-language-5\"><span class=\"shcb-language__label\">Code language:<\/span> <span class=\"shcb-language__name\">PHP<\/span> <span class=\"shcb-language__paren\">(<\/span><span class=\"shcb-language__slug\">php<\/span><span class=\"shcb-language__paren\">)<\/span><\/small><\/pre><\/div>\n\n\n<p class=\"wp-block-paragraph\"><strong>\u7ffb\u8b6f<\/strong>\uff1a<code>language=\"zh\"<\/code> \u662f\u300c\u544a\u8a34\u5b83\u9019\u6bb5\u662f\u4e2d\u6587\u300d\uff1b<code>return_timestamps=True<\/code> \u8b93\u8f38\u51fa\u5e36\u4e0a\u300c\u7b2c\u5e7e\u79d2\u5230\u7b2c\u5e7e\u79d2\u8b1b\u4e86\u4ec0\u9ebc\u300d\uff0c\u505a\u5b57\u5e55\u6642\u5f88\u6709\u7528\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u8b8a\u5316 3\uff1a\u9577\u97f3\u6a94\u5148\u5207\u6bb5\u518d\u9010\u6bb5\u8fa8\u8b58<\/h3>\n\n\n<div class=\"cbc-code-wrapper\"><div class=\"cbc-code-bar\"><button class=\"cbc-copy-button\">Copy<\/button><\/div><pre class=\"wp-block-code\" aria-describedby=\"shcb-language-6\" data-shcb-language-name=\"PHP\" data-shcb-language-slug=\"php\"><span><code class=\"hljs language-php\">chunks = split_audio(<span class=\"hljs-string\">\"podcast.mp3\"<\/span>, chunk_seconds=<span class=\"hljs-number\">30<\/span>)  <span class=\"hljs-comment\"># \u5148\u5207\u6210\u4e00\u6bb5\u4e00\u6bb5<\/span>\ntexts = &#91;asr(c)&#91;<span class=\"hljs-string\">\"text\"<\/span>] <span class=\"hljs-keyword\">for<\/span> c in chunks]               <span class=\"hljs-comment\"># \u6bcf\u6bb5\u5404\u81ea\u8fa8\u8b58<\/span>\nfull_text = <span class=\"hljs-string\">\" \"<\/span>.join(texts)                            <span class=\"hljs-comment\"># \u518d\u62fc\u56de\u5b8c\u6574\u9010\u5b57\u7a3f<\/span>\n<\/code><\/span><small class=\"shcb-language\" id=\"shcb-language-6\"><span class=\"shcb-language__label\">Code language:<\/span> <span class=\"shcb-language__name\">PHP<\/span> <span class=\"shcb-language__paren\">(<\/span><span class=\"shcb-language__slug\">php<\/span><span class=\"shcb-language__paren\">)<\/span><\/small><\/pre><\/div>\n\n\n<p class=\"wp-block-paragraph\"><strong>\u7ffb\u8b6f<\/strong>\uff1a\u4e00\u5c0f\u6642\u7684 podcast \u4e0d\u80fd\u6574\u500b\u585e\u9032\u53bb\uff08\u6703\u7206\u8a18\u61b6\u9ad4\u6216\u8d85\u6642\uff09\uff0c\u6240\u4ee5<strong>\u5148\u5207\u6210 30 \u79d2\u4e00\u6bb5<\/strong>\u5206\u6279\u8655\u7406\uff0c\u6700\u5f8c\u62fc\u8d77\u4f86\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">\u5be6\u52d9\u8981\u9ede\uff1aAI \u6c92\u8aaa\u4f46\u4f60\u8981\u77e5\u9053\u7684<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u9019\u4e9b\u662f Qwen3-ASR\uff08\u4ee5\u53ca\u6240\u6709 ASR\uff09\u6700\u5bb9\u6613\u8e29\u7684\u56db\u500b\u5751\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table>\n<thead>\n<tr>\n<th>\u8981\u9ede<\/th>\n<th>\u767d\u8a71<\/th>\n<th>\u70ba\u4ec0\u9ebc\u91cd\u8981<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td><strong>\u53d6\u6a23\u7387 16kHz<\/strong><\/td>\n<td>\u6a21\u578b\u5403\u7684\u662f 16000Hz \u7684\u97f3\u8a0a<\/td>\n<td>\u4f60\u7684\u6a94\u5982\u679c\u662f 44.1kHz\uff08\u4e00\u822c\u97f3\u6a02\uff09\uff0c\u683c\u5f0f\u5c0d\u4e0d\u4e0a\u6642\u7d50\u679c\u6703\u602a\u6216\u5831\u932f\uff0c\u901a\u5e38\u8981\u5148\u8f49\u6210 16kHz<\/td>\n<\/tr>\n<tr>\n<td><strong>\u97f3\u6a94\u683c\u5f0f<\/strong><\/td>\n<td>\u5e38\u898b\u652f\u63f4 <code>wav<\/code> \/ <code>mp3<\/code><\/td>\n<td>\u624b\u6a5f\u9304\u7684 <code>.m4a<\/code>\u3001<code>.amr<\/code> \u53ef\u80fd\u8981\u5148\u8f49\u6a94\uff08\u7528 ffmpeg\uff09<\/td>\n<\/tr>\n<tr>\n<td><strong>\u9577\u97f3\u6a94\u5207\u6bb5<\/strong><\/td>\n<td>\u8d85\u904e\u5e7e\u5206\u9418\u5c31\u8981\u5207<\/td>\n<td>\u4e0d\u5207\u6703\u8d85\u6642\u3001\u7206\u8a18\u61b6\u9ad4\uff0c\u6216\u53ea\u8fa8\u8b58\u5230\u524d\u9762\u4e00\u5c0f\u6bb5<\/td>\n<\/tr>\n<tr>\n<td><strong>\u6a19\u9ede\u8207\u6642\u9593\u6233<\/strong><\/td>\n<td>\u539f\u59cb\u8f38\u51fa\u53ef\u80fd\u6c92\u6a19\u9ede<\/td>\n<td>\u8981\u4e0d\u8981\u53e5\u865f\u3001\u9017\u865f\u3001\u6642\u9593\u6233\uff0c\u53d6\u6c7a\u65bc\u53c3\u6578\u8207\u5f8c\u8655\u7406\uff0c\u5225\u9810\u8a2d\u5b83\u81ea\u52d5\u6709<\/td>\n<\/tr>\n<\/tbody>\n<\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u8f49\u6a94\u7684\u6a19\u6e96\u505a\u6cd5\uff08AI \u901a\u5e38\u6703\u7528 ffmpeg\uff09\uff1a<\/p>\n\n\n<div class=\"cbc-code-wrapper\"><div class=\"cbc-code-bar\"><button class=\"cbc-copy-button\">Copy<\/button><\/div><pre class=\"wp-block-code\" aria-describedby=\"shcb-language-7\" data-shcb-language-name=\"CSS\" data-shcb-language-slug=\"css\"><span><code class=\"hljs language-css\"># \u628a\u4efb\u610f\u97f3\u6a94\u8f49\u6210 16<span class=\"hljs-selector-tag\">kHz<\/span> \u55ae\u8072\u9053 <span class=\"hljs-selector-tag\">wav<\/span>\n<span class=\"hljs-selector-tag\">ffmpeg<\/span> <span class=\"hljs-selector-tag\">-i<\/span> <span class=\"hljs-selector-tag\">input<\/span><span class=\"hljs-selector-class\">.m4a<\/span> <span class=\"hljs-selector-tag\">-ar<\/span> 16000 <span class=\"hljs-selector-tag\">-ac<\/span> 1 <span class=\"hljs-selector-tag\">output<\/span><span class=\"hljs-selector-class\">.wav<\/span>\n<\/code><\/span><small class=\"shcb-language\" id=\"shcb-language-7\"><span class=\"shcb-language__label\">Code language:<\/span> <span class=\"shcb-language__name\">CSS<\/span> <span class=\"shcb-language__paren\">(<\/span><span class=\"shcb-language__slug\">css<\/span><span class=\"shcb-language__paren\">)<\/span><\/small><\/pre><\/div>\n\n\n<p class=\"wp-block-paragraph\"><code>-ar 16000<\/code> = \u53d6\u6a23\u7387\u8a2d 16kHz\uff1b<code>-ac 1<\/code> = \u8f49\u6210\u55ae\u8072\u9053\u3002\u9019\u5169\u500b\u662f ASR \u6700\u5e38\u8981\u6c42\u7684\u898f\u683c\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">\ud83d\udea9 \u7d05\u65d7\uff1a\u770b\u5230\u9019\u4e9b\u8981\u8b66\u89ba<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">1. \u91d1\u9470\u5beb\u6b7b\u5728\u7a0b\u5f0f\u88e1<\/h3>\n\n\n<div class=\"cbc-code-wrapper\"><div class=\"cbc-code-bar\"><button class=\"cbc-copy-button\">Copy<\/button><\/div><pre class=\"wp-block-code\" aria-describedby=\"shcb-language-8\" data-shcb-language-name=\"PHP\" data-shcb-language-slug=\"php\"><span><code class=\"hljs language-php\">dashscope.api_key = <span class=\"hljs-string\">\"sk-abc123...\"<\/span>   <span class=\"hljs-comment\"># \ud83d\udea9 \u91d1\u9470\u76f4\u63a5\u5beb\u5728\u7a0b\u5f0f\u88e1<\/span>\n<\/code><\/span><small class=\"shcb-language\" id=\"shcb-language-8\"><span class=\"shcb-language__label\">Code language:<\/span> <span class=\"shcb-language__name\">PHP<\/span> <span class=\"shcb-language__paren\">(<\/span><span class=\"shcb-language__slug\">php<\/span><span class=\"shcb-language__paren\">)<\/span><\/small><\/pre><\/div>\n\n\n<p class=\"wp-block-paragraph\"><strong>\u70ba\u4ec0\u9ebc\u5371\u96aa<\/strong>\uff1a\u9019\u6bb5\u4e00\u9032 git \u6216\u8cbc\u7d66\u5225\u4eba\uff0c\u91d1\u9470\u5c31\u6c38\u4e45\u5916\u6d29\u4e86\uff0c\u5225\u4eba\u53ef\u4ee5\u62ff\u53bb\u6d88\u8017\u4f60\u7684\u984d\u5ea6\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u8ddf AI \u9019\u6a23\u8aaa<\/strong>\uff1a\u300c\u628a API \u91d1\u9470\u6539\u6210\u5f9e\u74b0\u5883\u8b8a\u6578\u8b80\uff0c\u4e26\u5efa\u7acb .env.example \u5217\u51fa\u9700\u8981\u54ea\u4e9b\u8b8a\u6578\u300d<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">2. \u6c92\u7ba1\u53d6\u6a23\u7387\u5c31\u76f4\u63a5\u9001<\/h3>\n\n\n<div class=\"cbc-code-wrapper\"><div class=\"cbc-code-bar\"><button class=\"cbc-copy-button\">Copy<\/button><\/div><pre class=\"wp-block-code\" aria-describedby=\"shcb-language-9\" data-shcb-language-name=\"PHP\" data-shcb-language-slug=\"php\"><span><code class=\"hljs language-php\">result = asr(<span class=\"hljs-string\">\"recording_44khz.mp3\"<\/span>)   <span class=\"hljs-comment\"># \ud83d\udea9 \u6c92\u78ba\u8a8d\u53d6\u6a23\u7387\u5c31\u9001\u9032\u53bb<\/span>\n<\/code><\/span><small class=\"shcb-language\" id=\"shcb-language-9\"><span class=\"shcb-language__label\">Code language:<\/span> <span class=\"shcb-language__name\">PHP<\/span> <span class=\"shcb-language__paren\">(<\/span><span class=\"shcb-language__slug\">php<\/span><span class=\"shcb-language__paren\">)<\/span><\/small><\/pre><\/div>\n\n\n<p class=\"wp-block-paragraph\"><strong>\u70ba\u4ec0\u9ebc\u5371\u96aa<\/strong>\uff1a\u53d6\u6a23\u7387\u4e0d\u7b26\u6642\uff0c\u8fa8\u8b58\u7d50\u679c\u53ef\u80fd\u6574\u6bb5\u932f\u4e82\u3001\u7f3a\u5b57\uff0c\u4f46\u7a0b\u5f0f<strong>\u4e0d\u6703\u5831\u932f<\/strong>\u2014\u2014\u4f60\u6703\u62ff\u5230\u4e00\u4efd\u770b\u8d77\u4f86\u5b8c\u6574\u3001\u5176\u5be6\u932f\u5f88\u591a\u7684\u9010\u5b57\u7a3f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u8ddf AI \u9019\u6a23\u8aaa<\/strong>\uff1a\u300c\u5728\u8fa8\u8b58\u524d\u5148\u78ba\u8a8d\u97f3\u6a94\u662f 16kHz \u55ae\u8072\u9053\uff0c\u4e0d\u662f\u7684\u8a71\u7528 ffmpeg \u5148\u8f49\u6a94\u300d<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">3. \u9577\u97f3\u6a94\u6c92\u5207\u6bb5<\/h3>\n\n\n<div class=\"cbc-code-wrapper\"><div class=\"cbc-code-bar\"><button class=\"cbc-copy-button\">Copy<\/button><\/div><pre class=\"wp-block-code\" aria-describedby=\"shcb-language-10\" data-shcb-language-name=\"PHP\" data-shcb-language-slug=\"php\"><span><code class=\"hljs language-php\">text = asr(<span class=\"hljs-string\">\"two_hour_meeting.mp3\"<\/span>)&#91;<span class=\"hljs-string\">\"text\"<\/span>]   <span class=\"hljs-comment\"># \ud83d\udea9 \u5169\u5c0f\u6642\u6a94\u6848\u6574\u500b\u585e\u9032\u53bb<\/span>\n<\/code><\/span><small class=\"shcb-language\" id=\"shcb-language-10\"><span class=\"shcb-language__label\">Code language:<\/span> <span class=\"shcb-language__name\">PHP<\/span> <span class=\"shcb-language__paren\">(<\/span><span class=\"shcb-language__slug\">php<\/span><span class=\"shcb-language__paren\">)<\/span><\/small><\/pre><\/div>\n\n\n<p class=\"wp-block-paragraph\"><strong>\u70ba\u4ec0\u9ebc\u5371\u96aa<\/strong>\uff1a\u53ef\u80fd\u8d85\u6642\u3001\u8a18\u61b6\u9ad4\u7206\u6389\uff0c\u6216<strong>\u53ea\u8fa8\u8b58\u5230\u524d\u9762\u5e7e\u5206\u9418\u5c31\u9ed8\u9ed8\u505c\u4e86<\/strong>\uff0c\u4f60\u4ee5\u70ba\u8f49\u5b8c\u4e86\u5176\u5be6\u53ea\u6709\u958b\u982d\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u8ddf AI \u9019\u6a23\u8aaa<\/strong>\uff1a\u300c\u9019\u662f\u9577\u97f3\u6a94\uff0c\u8acb\u5148\u5207\u6210 30 \u79d2\u5de6\u53f3\u4e00\u6bb5\u5206\u6279\u8fa8\u8b58\uff0c\u518d\u628a\u7d50\u679c\u62fc\u56de\u53bb\u300d<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">4. \u7db2\u8def\u8acb\u6c42\u6c92\u6709 timeout \/ \u932f\u8aa4\u88ab\u541e\u6389<\/h3>\n\n\n<div class=\"cbc-code-wrapper\"><div class=\"cbc-code-bar\"><button class=\"cbc-copy-button\">Copy<\/button><\/div><pre class=\"wp-block-code\" aria-describedby=\"shcb-language-11\" data-shcb-language-name=\"PHP\" data-shcb-language-slug=\"php\"><span><code class=\"hljs language-php\"><span class=\"hljs-keyword\">try<\/span>:\n    response = dashscope.MultiModalConversation.call(...)\nexcept <span class=\"hljs-keyword\">Exception<\/span>:\n    pass   <span class=\"hljs-comment\"># \ud83d\udea9 API \u5931\u6557\u4e86\u4e5f\u6084\u6084\u8df3\u904e\uff0c\u4f60\u4e0d\u6703\u77e5\u9053<\/span>\n<\/code><\/span><small class=\"shcb-language\" id=\"shcb-language-11\"><span class=\"shcb-language__label\">Code language:<\/span> <span class=\"shcb-language__name\">PHP<\/span> <span class=\"shcb-language__paren\">(<\/span><span class=\"shcb-language__slug\">php<\/span><span class=\"shcb-language__paren\">)<\/span><\/small><\/pre><\/div>\n\n\n<p class=\"wp-block-paragraph\"><strong>\u70ba\u4ec0\u9ebc\u5371\u96aa<\/strong>\uff1a\u96f2\u7aef API \u53ef\u80fd\u56e0\u70ba\u7db2\u8def\u3001\u984d\u5ea6\u3001\u6a94\u6848\u592a\u5927\u800c\u5931\u6557\u3002\u932f\u8aa4\u88ab\u541e\u6389\u7684\u8a71\uff0c\u4f60\u6703\u62ff\u5230\u7a7a\u767d\u6216\u4e0d\u5b8c\u6574\u7684\u7d50\u679c\u537b\u4ee5\u70ba\u6210\u529f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u8ddf AI \u9019\u6a23\u8aaa<\/strong>\uff1a\u300c\u4e0d\u8981\u541e\u4f8b\u5916\uff0c\u5931\u6557\u6642\u8981\u8a18 log \u6216\u628a\u932f\u8aa4\u62cb\u51fa\u4f86\uff0c\u8b93\u6211\u77e5\u9053\u54ea\u500b\u6a94\u5931\u6557\u4e86\u300d<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">Vibe Coder \u9a57\u6536\u6aa2\u67e5\u9ede<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u62ff\u5230 AI \u7684\u7a0b\u5f0f\u5f8c\uff0c\u5be6\u969b\u8dd1\u4e00\u6b21\u6bd4\u8b80\u5341\u904d\u90fd\u6709\u7528\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n\n<li>[ ] <strong>\u6e96\u5099\u4e00\u6bb5\u6e2c\u8a66\u97f3\u6a94<\/strong>\uff1a\u627e\u4e00\u6bb5\u4f60<strong>\u77e5\u9053\u5167\u5bb9<\/strong>\u7684\u77ed\u97f3\u6a94\uff0810-30 \u79d2\uff09\uff0c\u6700\u597d\u4e2d\u82f1\u6587\u90fd\u6709\uff0c\u65b9\u4fbf\u6bd4\u5c0d<\/li>\n\n\n<li>[ ] <strong>\u78ba\u8a8d\u91d1\u9470\u4e0d\u5728\u7a0b\u5f0f\u88e1<\/strong>\uff1a\u641c\u5c0b\u7a0b\u5f0f\u78bc\u6709\u6c92\u6709 <code>api_key = \"sk-...<\/code>\uff0c\u6709\u5c31\u9000\u56de\u6539\u6210\u8b80\u74b0\u5883\u8b8a\u6578<\/li>\n\n\n<li>[ ] <strong>\u8a2d\u597d\u74b0\u5883\u8b8a\u6578\u518d\u8dd1<\/strong>\uff1a<code>export DASHSCOPE_API_KEY=\u4f60\u7684\u91d1\u9470<\/code>\uff0c\u7136\u5f8c\u8dd1\u7a0b\u5f0f<\/li>\n\n\n<li>[ ] <strong>\u6bd4\u5c0d\u8f38\u51fa<\/strong>\uff1a\u5370\u51fa\u4f86\u7684\u6587\u5b57\u8ddf\u4f60\u77e5\u9053\u7684\u5167\u5bb9\u5c0d\u4e0d\u5c0d\uff1f\u6709\u6c92\u6709\u7f3a\u5b57\u3001\u4e82\u78bc\u3001\u8a9e\u8a00\u932f\uff08\u4e2d\u6587\u8b8a\u62fc\u97f3\uff09<\/li>\n\n\n<li>[ ] <strong>\u78ba\u8a8d\u7de8\u78bc\u6b63\u5e38<\/strong>\uff1a\u4e2d\u6587\u6709\u6c92\u6709\u8b8a\u6210 <code>\u4e2d\u6587<\/code> \u6216\u554f\u865f\u4e82\u78bc\uff08\u6b63\u5e38\u61c9\u8a72\u76f4\u63a5\u986f\u793a\u4e2d\u6587\u5b57\uff09<\/li>\n\n\n<li>[ ] <strong>\u8a66\u4e00\u500b\u9577\u6a94<\/strong>\uff1a\u62ff\u4e00\u500b 5 \u5206\u9418\u4ee5\u4e0a\u7684\u6a94\u8dd1\uff0c\u770b\u5b83\u662f\u5b8c\u6574\u8f49\u5b8c\u9084\u662f\u53ea\u8f49\u4e86\u524d\u9762\u4e00\u5c0f\u6bb5<\/li>\n\n\n<li>[ ] <strong>\u554f AI \u6709\u6c92\u6709\u6f0f\u8655\u7406<\/strong>\uff1a\u628a\u7a0b\u5f0f\u8cbc\u7d66 AI \u554f\u300c\u9019\u6bb5\u6709\u6c92\u6709\u6c92\u8655\u7406\u7684\u932f\u8aa4\u60c5\u6cc1\uff1f\u9577\u97f3\u6a94\u548c\u53d6\u6a23\u7387\u6709\u8003\u616e\u55ce\uff1f\u300d<\/li>\n\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">\u770b\u4e0d\u61c2\u5c31\u9019\u6a23\u554f AI<\/h2>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\">\u300c\u7528\u767d\u8a71\u4e00\u6bb5\u4e00\u6bb5\u89e3\u91cb\u9019\u6bb5 Qwen3-ASR \u7684\u7a0b\u5f0f\u5728\u5e79\u561b\uff0c\u6211\u662f\u521d\u5b78\u8005\uff0c\u7279\u5225\u8aaa\u660e\u97f3\u6a94\u662f\u600e\u9ebc\u9001\u9032\u53bb\u3001\u6587\u5b57\u662f\u5f9e\u54ea\u88e1\u62ff\u51fa\u4f86\u7684\u300d<\/p>\n<\/blockquote>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\">\u300c\u9019\u6bb5\u7a0b\u5f0f\u6709\u6c92\u6709\u8655\u7406\uff1a\u53d6\u6a23\u7387\u4e0d\u7b26\u3001\u9577\u97f3\u6a94\u3001API \u5931\u6557\u9019\u4e09\u7a2e\u60c5\u6cc1\uff1f\u5982\u679c\u6c92\u6709\uff0c\u5e6b\u6211\u88dc\u4e0a\u300d<\/p>\n<\/blockquote>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\">\u300c\u5e6b\u6211\u52a0\u4e00\u6bb5\uff1a\u8fa8\u8b58\u524d\u5148\u7528 ffmpeg \u628a\u97f3\u6a94\u8f49\u6210 16kHz \u55ae\u8072\u9053 wav\uff0c\u4e26\u5728\u8f49\u6a94\u5931\u6557\u6642\u7d66\u6e05\u695a\u7684\u932f\u8aa4\u8a0a\u606f\u300d<\/p>\n<\/blockquote>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">\u5c0f\u7d50<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n\n<li>Qwen3-ASR = \u8a9e\u97f3\u8f49\u6587\u5b57\uff0c\u53ef\u8d70<strong>\u96f2\u7aef DashScope API<\/strong>\uff08\u5feb\u3001\u514d GPU\uff09\u6216<strong>\u672c\u5730 transformers<\/strong>\uff08\u8cc7\u6599\u4e0d\u5916\u6d41\u3001\u8981 GPU\uff09<\/li>\n\n\n<li>\u770b\u61c2\u6700\u5c0f\u7bc4\u4f8b\u7684\u95dc\u9375\uff1a<strong>\u97f3\u6a94\u600e\u9ebc\u9001\u9032\u53bb<\/strong>\u3001<strong>\u6587\u5b57\u5f9e\u56de\u50b3\u7684\u54ea\u4e00\u5c64\u6316\u51fa\u4f86<\/strong><\/li>\n\n\n<li>\u56db\u5927\u5be6\u52d9\u5751\uff1a<strong>\u53d6\u6a23\u7387 16kHz<\/strong>\u3001<strong>\u683c\u5f0f\u8f49\u6a94<\/strong>\u3001<strong>\u9577\u97f3\u6a94\u5207\u6bb5<\/strong>\u3001<strong>\u6a19\u9ede\/\u6642\u9593\u6233\u5f8c\u8655\u7406<\/strong><\/li>\n\n\n<li>\u6700\u91cd\u8981\u7684\u9a57\u6536\u52d5\u4f5c\uff1a<strong>\u6e96\u5099\u4e00\u6bb5\u4f60\u77e5\u9053\u5167\u5bb9\u7684\u97f3\u6a94\uff0c\u5be6\u969b\u8dd1\u4e00\u6b21\u3001\u9010\u5b57\u6bd4\u5c0d<\/strong><\/li>\n\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e0b\u4e00\u7bc7\u6211\u5011\u6703\u63a5\u8457\u770b\u600e\u9ebc\u628a\u8fa8\u8b58\u51fa\u4f86\u7684\u9010\u5b57\u7a3f\u518d\u52a0\u5de5\u5229\u7528\u3002<\/p>\n\n\n\n<div id=\"quiz-04a306f6\">\n<style>\n#quiz-04a306f6 .badge { display: inline-block; padding: 4px 10px; border-radius: 12px; font-size: 0.75em; font-weight: bold; margin-left: 8px; }#quiz-04a306f6 .badge.scenario { background: #ebf8ff; color: #2b6cb0; }#quiz-04a306f6 .badge.debug { background: #fef3c7; color: #92400e; }#quiz-04a306f6 .question-adv { background: white; border-radius: 10px; padding: 24px; margin: 20px 0; box-shadow: 0 2px 8px rgba(0, 0, 0, 0.08); border-left: 4px solid #ed8936; }#quiz-04a306f6 .question-adv h3 { margin-top: 0; color: #2d3748; }#quiz-04a306f6 .code-block { background: #1e1e1e; color: #d4d4d4; padding: 14px; border-radius: 6px; font-family: \"Menlo\", \"Monaco\", \"Courier New\", monospace; font-size: 0.9em; overflow-x: auto; margin: 12px 0; white-space: pre-wrap; }#quiz-04a306f6 .options-adv { list-style: none; padding: 0; }#quiz-04a306f6 .options-adv li { padding: 14px 16px; margin: 10px 0; border: 2px solid #e2e8f0; border-radius: 8px; cursor: pointer; transition: all 0.2s; }#quiz-04a306f6 .options-adv li:hover:not(.disabled) { border-color: #ed8936; background: #fffaf0; }#quiz-04a306f6 .options-adv li.disabled { cursor: default; opacity: 0.7; }#quiz-04a306f6 .options-adv li.show-answer { border-color: #48bb78; background: #f0fff4; }#quiz-04a306f6 .options-adv li.wrong { border-color: #fc8181; background: #fff5f5; }#quiz-04a306f6 .feedback-adv { margin-top: 16px; padding: 14px; border-radius: 8px; display: none; line-height: 1.6; }#quiz-04a306f6 .feedback-adv.correct { background: #f0fff4; color: #276749; display: block; }#quiz-04a306f6 .feedback-adv.wrong { background: #fff5f5; color: #c53030; display: block; }#quiz-04a306f6 .feedback-adv \n      .score-adv { text-align: center; font-size: 1.4em; padding: 24px; background: white; border-radius: 10px; margin-top: 24px; box-shadow: 0 2px 8px rgba(0, 0, 0, 0.08); }#quiz-04a306f6 .intro { background: #ebf8ff; padding: 16px; border-radius: 8px; margin-bottom: 20px; color: #2c5282; }\n<\/style>\n<h1>\u9032\u968e\u6e2c\u9a57\uff1a\u7528 Qwen3-ASR \u628a\u8a9e\u97f3\u8b8a\u6210\u6587\u5b57<\/h1>\n    <div class=\"intro\">\n      <strong>\u6e2c\u9a57\u76ee\u6a19\uff1a<\/strong>\u9a57\u8b49\u4f60\u662f\u5426\u80fd\u5728\u5be6\u969b\u60c5\u5883\u4e2d\u61c9\u7528\u6240\u5b78\u3002<br \/>\n      \u5171 5 \u984c\uff0c\u5305\u542b\u60c5\u5883\u984c\u8207\u932f\u8aa4\u8a3a\u65b7\u984c\u3002\n    <\/div>\n\n    <div class=\"question-adv\" id=\"qAdv1\">\n      <h3>1. \u624b\u6a5f\u9304\u7684\u8a2a\u8ac7\u6a94\u8f49\u9010\u5b57\u7a3f <span class=\"badge scenario\">\u60c5\u5883\u984c<\/span><\/h3>\n      <div class=\"code-block\">\u4f60\u6709\u4e00\u500b\u624b\u6a5f\u9304\u7684 interview.m4a\uff0c\u53d6\u6a23\u7387 44.1kHz\u3002\n\u4f60\u60f3\u7528 Qwen3-ASR \u8f49\u9010\u5b57\u7a3f\uff0c\u6700\u7a69\u59a5\u7684\u7b2c\u4e00\u6b65\u662f\u4ec0\u9ebc\uff1f<\/div>\n      <ul class=\"options-adv\">\n        <li onclick=\"checkAnswerAdv(1, 'A', 'B')\">A. \u76f4\u63a5\u628a .m4a \u4e1f\u9032\u6a21\u578b\uff0c\u4ea4\u7d66\u5b83\u81ea\u5df1\u8655\u7406<\/li>\n        <li onclick=\"checkAnswerAdv(1, 'B', 'B')\">B. \u5148\u7528 ffmpeg \u8f49\u6210 16kHz \u55ae\u8072\u9053 wav \u518d\u9001\u8fa8\u8b58<\/li>\n        <li onclick=\"checkAnswerAdv(1, 'C', 'B')\">C. \u628a\u53d6\u6a23\u7387\u63d0\u9ad8\u5230 96kHz \u8b93\u54c1\u8cea\u66f4\u597d<\/li>\n        <li onclick=\"checkAnswerAdv(1, 'D', 'B')\">D. \u5148\u628a\u6a94\u6848\u6539\u526f\u6a94\u540d\u6210 .wav \u5c31\u597d<\/li>\n      <\/ul>\n      <div class=\"feedback-adv\" id=\"fbAdv1\"><\/div>\n    <\/div>\n\n    <div class=\"question-adv\" id=\"qAdv2\">\n      <h3>2. \u4e2d\u82f1\u6df7\u8b1b\u6703\u8b70\u7684\u53c3\u6578\u8a2d\u5b9a <span class=\"badge scenario\">\u60c5\u5883\u984c<\/span><\/h3>\n      <div class=\"code-block\">\u4f60\u8981\u8fa8\u8b58\u4e00\u6bb5\u4e2d\u82f1\u593e\u96dc\u7684\u6703\u8b70\u9304\u97f3\uff0c\u4e26\u4e14\u4e4b\u5f8c\u8981\u62ff\u4f86\u505a\u5b57\u5e55\n\uff08\u9700\u8981\u77e5\u9053\u6bcf\u53e5\u8a71\u51fa\u73fe\u5728\u7b2c\u5e7e\u79d2\uff09\u3002\u4e0b\u5217\u54ea\u500b\u505a\u6cd5\u6700\u5408\u9069\uff1f<\/div>\n      <ul class=\"options-adv\">\n        <li onclick=\"checkAnswerAdv(2, 'A', 'C')\">A. \u4ec0\u9ebc\u53c3\u6578\u90fd\u4e0d\u8a2d\uff0c\u9810\u8a2d\u5c31\u6703\u56de\u6642\u9593\u6233<\/li>\n        <li onclick=\"checkAnswerAdv(2, 'B', 'C')\">B. \u8a2d language=&#8221;en&#8221;\uff0c\u56e0\u70ba\u6709\u82f1\u6587<\/li>\n        <li onclick=\"checkAnswerAdv(2, 'C', 'C')\">C. \u958b\u555f return_timestamps=True \u53d6\u5f97\u6642\u9593\u6233\uff0c\u4e26\u6ce8\u610f\u6a19\u9ede\/\u6642\u9593\u6233\u662f\u5426\u9700\u8981\u5f8c\u8655\u7406<\/li>\n        <li onclick=\"checkAnswerAdv(2, 'D', 'C')\">D. \u5148\u628a\u82f1\u6587\u6bb5\u843d\u522a\u6389\u53ea\u7559\u4e2d\u6587\u518d\u8fa8\u8b58<\/li>\n      <\/ul>\n      <div class=\"feedback-adv\" id=\"fbAdv2\"><\/div>\n    <\/div>\n\n    <div class=\"question-adv\" id=\"qAdv3\">\n      <h3>3. \u9010\u5b57\u7a3f\u53ea\u6709\u958b\u982d\u4e00\u6bb5 <span class=\"badge scenario\">\u60c5\u5883\u984c<\/span><\/h3>\n      <div class=\"code-block\">\u4f60\u628a\u4e00\u500b\u5169\u5c0f\u6642\u7684 podcast.mp3 \u4e1f\u7d66 AI \u5beb\u7684\u8fa8\u8b58\u7a0b\u5f0f\uff0c\n\u8dd1\u5b8c\u6c92\u5831\u932f\uff0c\u4f46\u8f38\u51fa\u7684\u9010\u5b57\u7a3f\u53ea\u6709\u7bc0\u76ee\u958b\u982d\u5e7e\u5206\u9418\u7684\u5167\u5bb9\u3002\n\u6700\u53ef\u80fd\u7684\u539f\u56e0\u8207\u5c0d\u7b56\u662f\uff1f<\/div>\n      <ul class=\"options-adv\">\n        <li onclick=\"checkAnswerAdv(3, 'A', 'A')\">A. \u9577\u97f3\u6a94\u672a\u5207\u6bb5\uff0c\u61c9\u5148\u5207\u6210\u5c0f\u6bb5\u5206\u6279\u8fa8\u8b58\u518d\u62fc\u56de<\/li>\n        <li onclick=\"checkAnswerAdv(3, 'B', 'A')\">B. \u91d1\u9470\u904e\u671f\uff0c\u63db\u4e00\u7d44\u91d1\u9470\u5373\u53ef<\/li>\n        <li onclick=\"checkAnswerAdv(3, 'C', 'A')\">C. \u6a21\u578b\u4e0d\u652f\u63f4\u4e2d\u6587\uff0c\u63db\u6210\u82f1\u6587\u6a21\u578b<\/li>\n        <li onclick=\"checkAnswerAdv(3, 'D', 'A')\">D. \u53d6\u6a23\u7387\u592a\u9ad8\uff0c\u964d\u5230 8kHz \u5c31\u6703\u8f49\u5b8c\u6574<\/li>\n      <\/ul>\n      <div class=\"feedback-adv\" id=\"fbAdv3\"><\/div>\n    <\/div>\n\n    <div class=\"question-adv\" id=\"qAdv4\">\n      <h3>4. \u9019\u6bb5\u7a0b\u5f0f\u7684\u554f\u984c\u5728\u54ea\uff1f <span class=\"badge debug\">\u932f\u8aa4\u8a3a\u65b7<\/span><\/h3>\n      <div class=\"code-block\">import dashscope\ndashscope.api_key = &#8220;sk-abc123def456&#8230;&#8221;\n\nresponse = dashscope.MultiModalConversation.call(\n    model=&#8221;qwen3-asr-flash&#8221;,\n    messages=[{&#8220;role&#8221;: &#8220;user&#8221;, &#8220;content&#8221;: [{&#8220;audio&#8221;: &#8220;a.wav&#8221;}]}],\n)<\/div>\n      <ul class=\"options-adv\">\n        <li onclick=\"checkAnswerAdv(4, 'A', 'C')\">A. model \u540d\u7a31\u4e00\u5b9a\u62fc\u932f\u4e86<\/li>\n        <li onclick=\"checkAnswerAdv(4, 'B', 'C')\">B. messages \u683c\u5f0f\u4e0d\u5c0d\uff0caudio \u4e0d\u80fd\u653e\u5728 content \u88e1<\/li>\n        <li onclick=\"checkAnswerAdv(4, 'C', 'C')\">C. \u91d1\u9470\u5beb\u6b7b\u5728\u7a0b\u5f0f\u88e1\uff0c\u4e00\u9032 git \u5c31\u6703\u5916\u6d29\uff0c\u61c9\u6539\u6210\u5f9e\u74b0\u5883\u8b8a\u6578\u8b80<\/li>\n        <li onclick=\"checkAnswerAdv(4, 'D', 'C')\">D. \u6c92\u6709\u554f\u984c\uff0c\u53ef\u4ee5\u76f4\u63a5\u4e0a\u7dda<\/li>\n      <\/ul>\n      <div class=\"feedback-adv\" id=\"fbAdv4\"><\/div>\n    <\/div>\n\n    <div class=\"question-adv\" id=\"qAdv5\">\n      <h3>5. \u9019\u6bb5\u932f\u8aa4\u8655\u7406\u6709\u4ec0\u9ebc\u96b1\u60a3\uff1f <span class=\"badge debug\">\u932f\u8aa4\u8a3a\u65b7<\/span><\/h3>\n      <div class=\"code-block\">try:\n    response = dashscope.MultiModalConversation.call(&#8230;)\n    text = response.output.choices[0].message.content\nexcept Exception:\n    pass\n# \u4e4b\u5f8c\u628a text \u5b58\u9032\u9010\u5b57\u7a3f\u6a94<\/div>\n      <ul class=\"options-adv\">\n        <li onclick=\"checkAnswerAdv(5, 'A', 'B')\">A. \u6c92\u554f\u984c\uff0ctry\/except \u662f\u597d\u7fd2\u6163<\/li>\n        <li onclick=\"checkAnswerAdv(5, 'B', 'B')\">B. \u4f8b\u5916\u88ab pass \u541e\u6389\uff0cAPI \u5931\u6557\u6642\u4f60\u4e0d\u6703\u77e5\u9053\uff0c\u9010\u5b57\u7a3f\u53ef\u80fd\u7a7a\u767d\u6216\u4e0d\u5b8c\u6574\u537b\u4ee5\u70ba\u6210\u529f<\/li>\n        <li onclick=\"checkAnswerAdv(5, 'C', 'B')\">C. \u61c9\u8a72\u7528 finally \u800c\u4e0d\u662f except<\/li>\n        <li onclick=\"checkAnswerAdv(5, 'D', 'B')\">D. \u554f\u984c\u662f choices[0] \u7d22\u5f15\u4e00\u5b9a\u6703\u8d8a\u754c<\/li>\n      <\/ul>\n      <div class=\"feedback-adv\" id=\"fbAdv5\"><\/div>\n    <\/div>\n\n    <div class=\"score-adv\" id=\"scoreAdv\" style=\"display:none;\"><\/div>\n<script>\n\n      let answeredAdv = 0;\n      let correctAdv = 0;\n      const totalAdv = 5;\n      const explanationsAdv = {\n        1: \"\u53d6\u6a23\u7387\/\u683c\u5f0f\u4e0d\u7b26\u6642\u7d50\u679c\u6703\u602a\u751a\u81f3\u51fa\u932f\uff0c\u4e14\u6539\u526f\u6a94\u540d\u4e0d\u6703\u771f\u7684\u6539\u8b8a\u7de8\u78bc\u3002\u6b63\u78ba\u505a\u6cd5\u662f\u7528 <code>ffmpeg -i input.m4a -ar 16000 -ac 1 output.wav<\/code> \u8f49\u6210 16kHz \u55ae\u8072\u9053 wav\u3002\u63d0\u9ad8\u53d6\u6a23\u7387\u4e26\u4e0d\u6703\u8b93 ASR \u66f4\u6e96\uff0c\u53cd\u800c\u4e0d\u7b26\u898f\u683c\u3002\",\n        2: \"\u505a\u5b57\u5e55\u9700\u8981\u6642\u9593\u6233\uff0c\u61c9\u958b <code>return_timestamps=True<\/code>\uff0c\u4e14\u4e0d\u80fd\u9810\u8a2d\u8f38\u51fa\u4e00\u5b9a\u6709\u6a19\u9ede\/\u6642\u9593\u6233\uff0c\u8981\u78ba\u8a8d\u662f\u5426\u9700\u8981\u5f8c\u8655\u7406\u3002\u4e2d\u82f1\u6df7\u8b1b\u4e0d\u8a72\u53ea\u8a2d\u55ae\u4e00\u8a9e\u8a00\u6216\u522a\u6389\u82f1\u6587\uff0c\u90a3\u6703\u72a7\u7272\u5167\u5bb9\u3002\",\n        3: \"\u8dd1\u5b8c\u6c92\u5831\u932f\u537b\u53ea\u6709\u958b\u982d\uff0c\u662f\u9577\u97f3\u6a94\u6c92\u5207\u6bb5\u7684\u5178\u578b\u75c7\u72c0\uff1a\u53ef\u80fd\u8d85\u6642\u6216\u53ea\u8655\u7406\u5230\u524d\u6bb5\u5c31\u9ed8\u9ed8\u505c\u3002\u5c0d\u7b56\u662f\u5148\u5207\u6210\u5c0f\u6bb5\uff08\u5982 30 \u79d2\uff09\u5206\u6279\u8fa8\u8b58\u518d\u62fc\u56de\u5b8c\u6574\u9010\u5b57\u7a3f\u3002\u8207\u91d1\u9470\u3001\u8a9e\u8a00\u3001\u53d6\u6a23\u7387\u7121\u95dc\u3002\",\n        4: \"\u91d1\u9470\u5beb\u6b7b\u5728\u7a0b\u5f0f\u88e1\uff08<code>api_key = \\\"sk-...\\\"<\/code>\uff09\u4e00\u65e6\u9032 git \u6216\u5206\u4eab\u5c31\u6c38\u4e45\u5916\u6d29\u3002\u61c9\u6539\u6210 <code>os.environ[\\\"DASHSCOPE_API_KEY\\\"]<\/code> \u5f9e\u74b0\u5883\u8b8a\u6578\u8b80\uff0c\u503c\u653e .env \u4e0d\u9032\u7248\u63a7\u3002\",\n        5: \"<code>except Exception: pass<\/code> \u628a\u932f\u8aa4\u541e\u6389\uff1aAPI \u56e0\u7db2\u8def\/\u984d\u5ea6\/\u6a94\u6848\u554f\u984c\u5931\u6557\u6642\u4f60\u5b8c\u5168\u4e0d\u77e5\u9053\uff0ctext \u53ef\u80fd\u672a\u5b9a\u7fa9\u6216\u7a7a\u767d\uff0c\u6700\u5f8c\u5b58\u9032\u53bb\u7684\u9010\u5b57\u7a3f\u662f\u58de\u7684\u537b\u770b\u4f3c\u6210\u529f\u3002\u81f3\u5c11\u8981\u8a18 log \u6216\u628a\u932f\u8aa4\u62cb\u51fa\u4f86\u3002\",\n      };\n\n      function checkAnswerAdv(qNum, selected, correctAns) {\n        const question = document.getElementById(\"qAdv\" + qNum);\n        if (question.classList.contains(\"answered\")) return;\n        question.classList.add(\"answered\");\n        answeredAdv++;\n        const options = question.querySelectorAll(\".options-adv li\");\n        options.forEach((opt) => {\n          opt.classList.add(\"disabled\");\n          if (opt.textContent.startsWith(correctAns + \".\")) { opt.classList.add(\"show-answer\"); }\n        });\n        const feedback = document.getElementById(\"fbAdv\" + qNum);\n        if (selected === correctAns) {\n          correctAdv++;\n          feedback.className = \"feedback-adv correct\";\n          feedback.innerHTML = \"\u2713 \u6b63\u78ba\uff01\" + explanationsAdv[qNum];\n        } else {\n          feedback.className = \"feedback-adv wrong\";\n          feedback.innerHTML = \"\u2717 \u932f\u8aa4\u3002\u6b63\u78ba\u7b54\u6848\u662f \" + correctAns + \"\u3002\" + explanationsAdv[qNum];\n          options.forEach((opt) => { if (opt.textContent.startsWith(selected + \".\")) { opt.classList.add(\"wrong\"); } });\n        }\n        if (answeredAdv === totalAdv) {\n          const scoreDiv = document.getElementById(\"scoreAdv\");\n          scoreDiv.style.display = \"block\";\n          let msg = \"\";\n          if (correctAdv === totalAdv) msg = \"\ud83c\udfaf \u5b8c\u7f8e\uff01\u4f60\u5df2\u7d93\u6e96\u5099\u597d\u5be6\u6230\u4e86\uff01\";\n          else if (correctAdv >= Math.ceil(totalAdv * 0.8)) msg = \"\ud83d\udcaa \u5f88\u68d2\uff01\u518d\u8907\u7fd2\u4e00\u4e0b\u932f\u7684\u984c\u76ee\";\n          else if (correctAdv >= Math.ceil(totalAdv * 0.6)) msg = \"\ud83d\udcd6 \u5efa\u8b70\u91cd\u8b80\u76f8\u95dc\u6bb5\u843d\u5f8c\u518d\u8a66\u4e00\u6b21\";\n          else msg = \"\ud83d\udd04 \u5efa\u8b70\u91cd\u65b0\u95b1\u8b80\u6587\u4ef6\uff0c\u7279\u5225\u6ce8\u610f\u64cd\u4f5c\u6d41\u7a0b\";\n          scoreDiv.innerHTML = \"\u6e2c\u9a57\u5b8c\u6210\uff01\u5f97\u5206\uff1a\" + correctAdv + \" \/ \" + totalAdv + \"<br>\" + msg;\n        }\n      }\n    \n<\/script>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u6e2c\u9a57\uff1a\u7528 Qwen3-ASR \u628a\u8a9e\u97f3\u8b8a\u6210\u6587\u5b57 \u5171 5 \u984c\uff0c\u9ede\u9078\u7b54\u6848\u5f8c\u6703\u7acb\u5373\u986f\u793a\u7d50\u679c 1. Qwen3-ASR  [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"rolpb_likes":0,"footnotes":""},"categories":[890],"tags":[894,895,891,893,892],"class_list":["post-851","post","type-post","status-publish","format-standard","hentry","category-qwen3-asr","tag-dashscope","tag-ffmpeg","tag-qwen3-asr","tag-893","tag-892"],"blocksy_meta":{"styles_descriptor":{"styles":{"desktop":"","tablet":"","mobile":""},"google_fonts":[],"version":7}},"_links":{"self":[{"href":"https:\/\/blog.itsmygo.uk\/wordpress\/wp-json\/wp\/v2\/posts\/851","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/blog.itsmygo.uk\/wordpress\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/blog.itsmygo.uk\/wordpress\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/blog.itsmygo.uk\/wordpress\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/blog.itsmygo.uk\/wordpress\/wp-json\/wp\/v2\/comments?post=851"}],"version-history":[{"count":1,"href":"https:\/\/blog.itsmygo.uk\/wordpress\/wp-json\/wp\/v2\/posts\/851\/revisions"}],"predecessor-version":[{"id":864,"href":"https:\/\/blog.itsmygo.uk\/wordpress\/wp-json\/wp\/v2\/posts\/851\/revisions\/864"}],"wp:attachment":[{"href":"https:\/\/blog.itsmygo.uk\/wordpress\/wp-json\/wp\/v2\/media?parent=851"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/blog.itsmygo.uk\/wordpress\/wp-json\/wp\/v2\/categories?post=851"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/blog.itsmygo.uk\/wordpress\/wp-json\/wp\/v2\/tags?post=851"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}