{"id":14894,"date":"2026-10-08T14:09:06","date_gmt":"2026-10-08T05:09:06","guid":{"rendered":"https:\/\/debono.co.jp\/media\/ai-usecase\/radio-cm-airing-check\/"},"modified":"2026-10-08T14:09:06","modified_gmt":"2026-10-08T05:09:06","slug":"radio-cm-airing-check","status":"publish","type":"ai_usecase","link":"https:\/\/debono.co.jp\/media\/ai-usecase\/radio-cm-airing-check\/","title":{"rendered":"\u30e9\u30b8\u30aa\u5c40\u304b\u3089\u5c4a\u304f\u653e\u9001\u3055\u308c\u305fCM\u306e\u9332\u97f3\u3092\u6587\u5b57\u306b\u3057\u3066\u767a\u6ce8\u3057\u305f\u539f\u7a3f\u3068\u7167\u3089\u3057\u3001\u8aad\u307f\u9055\u3044\u30fb\u629c\u3051\u30fb\u793e\u540d\u3084\u4fa1\u683c\u306e\u8aa4\u308a\u3092\u62fe\u3063\u3066\u5e83\u544a\u4e3b\u3078\u306e\u653e\u9001\u5831\u544a\u306b\u305d\u308d\u3048\u308b"},"content":{"rendered":"","protected":false},"excerpt":{"rendered":"<p>\u30e9\u30b8\u30aa\u5c40\u304b\u3089\u5c4a\u304f\u653e\u9001\u3055\u308c\u305fCM\u306e\u9332\u97f3\u3092 Azure AI Speech \u3067\u6587\u5b57\u306b\u3057\u3001\u767a\u6ce8\u3057\u305f\u539f\u7a3f\u3068\u7167\u3089\u3057\u307e\u3059\u3002\u751fCM\u306e\u8aad\u307f\u9055\u3044\u3068\u629c\u3051\u3001\u793e\u540d\u30fb\u4fa1\u683c\u30fb\u671f\u9593\u306e\u8aa4\u308a\u3001\u5dee\u3057\u66ff\u3048\u524d\u306e\u7d20\u6750\u306e\u653e\u9001\u3092\u62fe\u3044\u3001\u5e83\u544a\u4e3b\u3078\u306e\u653e\u9001\u5831\u544a\u306b\u305d\u308d\u3048\u307e\u3059\u3002<\/p>\n","protected":false},"author":5,"featured_media":0,"template":"","meta":{"swell_btn_cv_data":"","usecase_id":"UC-0976","platform_main":"Azure AI","publish_date":"","last_updated":"2026-10-08","tech_verified_date":"2026-10-08","trigger":"**\u5c40\u3054\u3068\u306e\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\u306b\u3001\u653e\u9001\u78ba\u8a8d\u66f8\u304b\u9332\u97f3\u306e\u30d5\u30a1\u30a4\u30eb\u304c\u4fdd\u5b58\u3055\u308c\u305f\u3053\u3068\u3092\u8d77\u70b9\u306b\u3057\u307e\u3059\u3002** \u653e\u9001\u78ba\u8a8d\u66f8\u3068\u9332\u97f3\u306f\u5225\u3005\u306b\u5c4a\u304f\u3053\u3068\u304c\u3042\u308b\u306e\u3067\u3001**\u4e21\u65b9\u304c\u305d\u308d\u3063\u305f\u653e\u9001\u304b\u3089\u9806\u306b\u51e6\u7406\u3057\u307e\u3059\u3002** \u7247\u65b9\u3057\u304b\u7121\u3044\u653e\u9001\u306f\u3001\u5f85\u3061\u306e\u4e00\u89a7\u306b\u7f6e\u304d\u307e\u3059\u3002\n\n**\u653e\u9001\u306e\u7fcc\u55b6\u696d\u65e5\u306b\u306f\u7d50\u679c\u304c\u51fa\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002** \u751fCM\u306e\u8aad\u307f\u9055\u3044\u306f\u3001\u6b21\u306e\u653e\u9001\u306e\u524d\u306b\u5c40\u3078\u4f1d\u3048\u3089\u308c\u308c\u3070\u3001**\u540c\u3058\u8aa4\u308a\u304c\u6b21\u306e\u56de\u3067\u7e70\u308a\u8fd4\u3055\u308c\u308b\u306e\u3092\u6b62\u3081\u3089\u308c\u307e\u3059\u3002** \u6708\u672b\u306b\u307e\u3068\u3081\u3066\u78ba\u304b\u3081\u308b\u904b\u7528\u3067\u306f\u3001\u305d\u308c\u304c\u3067\u304d\u307e\u305b\u3093\u3002\n\n**3\u55b6\u696d\u65e5\u305f\u3063\u3066\u3082\u9332\u97f3\u304c\u5c4a\u304b\u306a\u3044\u653e\u9001\u306f\u3001\u5f85\u3061\u306e\u4e00\u89a7\u304b\u3089\u5c40\u3078\u306e\u50ac\u4fc3\u306e\u5019\u88dc\u306b\u79fb\u3057\u307e\u3059\u3002** \u653e\u9001\u78ba\u8a8d\u66f8\u3060\u3051\u3067\u5831\u544a\u3059\u308b\u3068\u3001\u7b2c3\u7ae0\u306e\uff08c\uff09\u306e\u78ba\u8a8d\u304c\u3067\u304d\u306a\u3044\u304b\u3089\u3067\u3059\u3002","input_data":"| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u653e\u9001\u306e\u9332\u97f3 | CM1\u672c\u3054\u3068\u3001\u307e\u305f\u306f\u756a\u7d44\u306e\u8a72\u5f53\u7b87\u6240\u306e\u97f3\u58f0\u30d5\u30a1\u30a4\u30eb | \u5c40\u3054\u3068\u306e\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0 |\n| \u653e\u9001\u78ba\u8a8d\u66f8 | \u5c40\u30fb\u756a\u7d44\u30fb\u653e\u9001\u65e5\u6642\u30fb\u67a0\u30fb\u7d20\u6750\u756a\u53f7 | \u5c40\u3054\u3068\u306e\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\uff08PDF\uff09 |\n| \u51fa\u7a3f\u306e\u5185\u5bb9 | \u5e83\u544a\u4e3b\u3001\u653e\u9001\u67a0\u3001\u751fCM\u304b\u5b8c\u6210\u3057\u305f\u7d20\u6750\u304b\u3001\u4f7f\u3046\u539f\u7a3f\u30fb\u7d20\u6750\u306e\u756a\u53f7\u3068\u671f\u9593 | \u51fa\u7a3f\u306e\u7ba1\u7406\u8868 |\n| \u539f\u7a3f | \u751fCM\u306e\u539f\u7a3f\u3001\u5b8c\u6210\u3057\u305f\u7d20\u6750\u306e\u539f\u7a3f\uff08\u65b0\u65e7\u306e\u4e21\u65b9\uff09 | \u51fa\u7a3f\u306e\u7ba1\u7406\u8868\u306b\u3072\u3082\u3065\u304f\u539f\u7a3f\u306e\u30d5\u30a1\u30a4\u30eb |\n| \u91cd\u8981\u306a\u8a9e\u306e\u4e00\u89a7 | \u793e\u540d\u3001\u5546\u54c1\u540d\u3001\u4fa1\u683c\u3001\u671f\u9593\u3001\u96fb\u8a71\u756a\u53f7\u3001URL\u3001\u6ce8\u610f\u66f8\u304d\u306e\u6587 | \u539f\u7a3f\u3054\u3068\u306b\u62c5\u5f53\u8005\u304c\u4ed8\u3051\u308b |\n\n**\u8cea\u3092\u6c7a\u3081\u308b\u306e\u306f\u3001\u91cd\u8981\u306a\u8a9e\u306e\u4e00\u89a7\u3068\u3001\u65b0\u65e7\u306e\u7d20\u6750\u306e\u539f\u7a3f\u3067\u3059\u3002** \u91cd\u8981\u306a\u8a9e\u304c\u6c7a\u307e\u3063\u3066\u3044\u306a\u3044\u3068\u3001\u5dee\u7570\u306e\u3069\u308c\u304c\u5e83\u544a\u4e3b\u306b\u3068\u3063\u3066\u56f0\u308b\u3082\u306e\u304b\u3092\u6c7a\u3081\u3089\u308c\u307e\u305b\u3093\u3002**\u5b8c\u6210\u3057\u305f\u7d20\u6750\u306e\u65b0\u65e7\u306e\u539f\u7a3f\u304c\u305d\u308d\u3063\u3066\u3044\u306a\u3044\u3068\u3001\u5dee\u3057\u66ff\u3048\u524d\u306e\u7d20\u6750\u304c\u6d41\u308c\u305f\u3053\u3068\u3092\u5224\u5b9a\u3067\u304d\u307e\u305b\u3093\u3002**\n\n**\u653e\u9001\u78ba\u8a8d\u66f8\u306ePDF\u306f\u3001\u8868\u306e\u884c\u3092\u8aad\u307f\u53d6\u3063\u3066\u4f7f\u3044\u307e\u3059\u3002** \u5c40\u3054\u3068\u306b\u69d8\u5f0f\u304c\u9055\u3046\u305f\u3081\u3001**\u5c40\u3054\u3068\u306b\u5217\u306e\u4e26\u3073\u3092\u6c7a\u3081\u305f\u8aad\u307f\u53d6\u308a\u306e\u8a2d\u5b9a\u3092\u4f5c\u308a\u307e\u3059\u3002** \u8aad\u307f\u53d6\u308a\u306b\u81ea\u4fe1\u306e\u306a\u3044\u884c\u306f\u3001\u62c5\u5f53\u8005\u304c\u51fa\u7a3f\u306e\u7ba1\u7406\u8868\u3068\u898b\u6bd4\u3079\u3066\u7d50\u3073\u3064\u3051\u307e\u3059\u3002","data_source":"\u6587\u5b57\u8d77\u3053\u3057\u306f\u3001\u9ad8\u901f\u6587\u5b57\u8d77\u3053\u3057\u306eAPI\u306b\u97f3\u58f0\u3068\u305d\u306e\u5b9a\u7fa9\u3092\u9001\u308a\u307e\u3059\u3002\n\n| \u6307\u5b9a\u3059\u308b\u3082\u306e | \u5024 | \u7406\u7531 |\n|:--|:--|:--|\n| `locales` | `[\"ja-JP\"]` | \u8a00\u8a9e\u304c\u6c7a\u307e\u3063\u3066\u3044\u308b\u306e\u3067\u6307\u5b9a\u3059\u308b |\n| `phraseList` | \u5e83\u544a\u4e3b\u540d\u30fb\u5546\u54c1\u540d\u30fb\u5e97\u8217\u540d\u30fb\u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u540d | \u56fa\u6709\u540d\u8a5e\u306e\u805e\u304d\u9055\u3044\u3092\u6e1b\u3089\u3059 |\n| `profanityFilterMode` | `None` | \u65e2\u5b9a\u306f `Masked`\u3002**\u5e83\u544a\u306e\u6587\u8a00\u304c\u4f0f\u305b\u5b57\u306b\u3055\u308c\u308b\u306e\u3092\u907f\u3051\u308b** |\n| \u8fd4\u3063\u3066\u304f\u308b\u5024 | `phrases` \u306e\u6587\u3054\u3068\u306e\u6642\u523b\u30fb`confidence` \u3068\u3001`words` \u306e\u5358\u8a9e\u3054\u3068\u306e\u6642\u523b | \u5dee\u7570\u306e\u7b87\u6240\u306e\u6642\u523b\u3001\u805e\u304d\u53d6\u308c\u306a\u304b\u3063\u305f\u6587\u306e\u5370 |\n\n```\nPOST https:\/\/{\u30ea\u30bd\u30fc\u30b9\u540d}.cognitiveservices.azure.com\/speechtotext\/transcriptions:transcribe?api-version=2025-10-15\naudio      = \u653e\u9001ID\u3092\u540d\u524d\u306b\u3057\u305f\u97f3\u58f0\u30d5\u30a1\u30a4\u30eb\ndefinition = {\n  \"locales\": [\"ja-JP\"],\n  \"profanityFilterMode\": \"None\",\n  \"phraseList\": { \"phrases\": [\"<\u5e83\u544a\u4e3b\u540d>\", \"<\u5546\u54c1\u540d>\", \"<\u5e97\u8217\u540d>\",\n                              \"<\u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u540d>\"] }\n}\n```\n\n**`profanityFilterMode` \u3092 `None` \u306b\u3059\u308b\u306e\u306f\u3001\u7167\u5408\u306e\u305f\u3081\u3067\u3059\u3002** \u65e2\u5b9a\u306e `Masked` \u306e\u307e\u307e\u3060\u3068\u3001\u4e0d\u9069\u5207\u306a\u8a9e\u3068\u5224\u5b9a\u3055\u308c\u305f\u8a9e\u304c\u4f0f\u305b\u5b57\u306b\u306a\u308a\u3001**\u539f\u7a3f\u3068\u306e\u7167\u5408\u3067\u300c\u629c\u3051\u300d\u3068\u51fa\u307e\u3059\u3002** \u5e83\u544a\u306e\u6587\u8a00\u306f\u539f\u7a3f\u3067\u78ba\u304b\u3081\u3066\u3042\u308b\u306e\u3067\u3001\u4f0f\u305b\u5b57\u306b\u3059\u308b\u7406\u7531\u304c\u3042\u308a\u307e\u305b\u3093\u3002\n\n**\u30d5\u30ec\u30fc\u30ba\u30ea\u30b9\u30c8\u306f\u3001\u8a8d\u8b58\u306e\u76f4\u524d\u306b\u6e21\u3059\u8a9e\u53e5\u306e\u4e00\u89a7\u3067\u3001\u30e2\u30c7\u30eb\u306e\u5b66\u7fd2\u306f\u8981\u308a\u307e\u305b\u3093\u3002** 2,000\u8a9e\u53e5\u3092\u8d85\u3048\u306a\u3044\u3088\u3046\u306b\u3057\u3001\u9577\u3044\u307b\u3069\u54c1\u8cea\u3068\u5f85\u3061\u6642\u9593\u306b\u5f71\u97ff\u3059\u308b\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u305d\u306e\u653e\u9001\u306e\u5e83\u544a\u4e3b\u306e\u8a9e\u53e5\u3060\u3051\u3092\u6e21\u3057\u3001\u4fa1\u683c\u3084\u96fb\u8a71\u756a\u53f7\u306e\u6570\u5b57\u306f\u5165\u308c\u307e\u305b\u3093\u3002** \u6570\u5b57\u3092\u30d5\u30ec\u30fc\u30ba\u30ea\u30b9\u30c8\u306b\u5165\u308c\u308b\u3068\u3001\u539f\u7a3f\u306e\u6570\u5b57\u306b\u5bc4\u305b\u3066\u8a8d\u8b58\u3055\u308c\u3001\u8aad\u307f\u9055\u3044\u3092\u898b\u9003\u3059\u304a\u305d\u308c\u304c\u3042\u308b\u305f\u3081\u3067\u3059\u3002","preprocessing":"1. **\u6570\u5b57\u306e\u66f8\u304d\u65b9\u3092\u305d\u308d\u3048\u308b** \u2026 \u9ad8\u901f\u6587\u5b57\u8d77\u3053\u3057\u306e\u7d50\u679c\u306f\u8868\u793a\u5f62\u5f0f\uff08\u30c7\u30a3\u30b9\u30d7\u30ec\u30a4\u5f62\u5f0f\uff09\u3060\u3051\u3067\u8fd4\u308a\u307e\u3059\u3002\u300c\u5343\u4e5d\u767e\u516b\u5341\u5186\u300d\u300c1980\u5186\u300d\u300c1,980\u5186\u300d\u3092\u540c\u3058\u5f62\u306b\u305d\u308d\u3048\u307e\u3059\u3002**\u539f\u7a3f\u306e\u5074\u3082\u540c\u3058\u898f\u5247\u3067\u305d\u308d\u3048\u307e\u3059**\n2. **\u65e5\u4ed8\u3068\u671f\u9593\u306e\u66f8\u304d\u65b9\u3092\u305d\u308d\u3048\u308b** \u2026 \u300c10\u670831\u65e5\u300d\u300c\u5341\u6708\u4e09\u5341\u4e00\u65e5\u300d\u300c31\u65e5\u300d\u3092\u3001\u539f\u7a3f\u306e\u671f\u9593\u304b\u3089\u6708\u3092\u88dc\u308f\u305a\u306b\u3001\u8aad\u307e\u308c\u305f\u307e\u307e\u306e\u5f62\u3067\u305d\u308d\u3048\u307e\u3059\n3. **\u8a18\u53f7\u3068\u7a7a\u767d\u3092\u843d\u3068\u3059** \u2026 \u53e5\u8aad\u70b9\u3001\u304b\u304e\u62ec\u5f27\u3001\u5168\u89d2\u3068\u534a\u89d2\u306e\u9055\u3044\u3092\u843d\u3068\u3057\u3066\u304b\u3089\u6bd4\u3079\u307e\u3059\n4. **CM\u306e\u7bc4\u56f2\u3092\u6c7a\u3081\u308b** \u2026 \u756a\u7d44\u306e\u524d\u5f8c\u306e\u8a71\u304c\u5165\u3063\u3066\u3044\u308b\u9332\u97f3\u306f\u3001\u539f\u7a3f\u306e\u6700\u521d\u3068\u6700\u5f8c\u306e\u6587\u306b\u8fd1\u3044\u4f4d\u7f6e\u3067\u5207\u308a\u307e\u3059\n5. **\u805e\u304d\u53d6\u308c\u306a\u304b\u3063\u305f\u6587\u306b\u5370\u3092\u4ed8\u3051\u308b** \u2026 `confidence` \u304c\u3057\u304d\u3044\u5024\u3092\u4e0b\u56de\u308b\u6587\u3092 `low_confidence` \u306b\u3057\u307e\u3059\n\n**1\u756a\u76ee\u3092\u3001\u539f\u7a3f\u3068\u9332\u97f3\u306e\u4e21\u65b9\u306b\u540c\u3058\u898f\u5247\u3067\u884c\u3046\u306e\u304c\u8981\u3067\u3059\u3002** \u7247\u65b9\u3060\u3051\u3092\u305d\u308d\u3048\u308b\u3068\u3001**\u6570\u5b57\u304c\u5408\u3063\u3066\u3044\u308b\u306e\u306b\u5dee\u7570\u3068\u51fa\u308b\u304b\u3001\u9055\u3063\u3066\u3044\u308b\u306e\u306b\u4e00\u81f4\u3068\u51fa\u307e\u3059\u3002** \u898f\u5247\u306f\u4e2d\u7d99\u306e\u51e6\u7406\u306e\u4e2d\u306e1\u304b\u6240\u306b\u7f6e\u304d\u3001\u4e21\u65b9\u304b\u3089\u547c\u3073\u307e\u3059\u3002\n\n**2\u756a\u76ee\u3067\u6708\u3092\u88dc\u308f\u306a\u3044\u306e\u306f\u3001\u8aad\u307f\u9055\u3044\u3092\u6d88\u3055\u306a\u3044\u305f\u3081\u3067\u3059\u3002** \u30d1\u30fc\u30bd\u30ca\u30ea\u30c6\u30a3\u304c\u300c31\u65e5\u307e\u3067\u300d\u3068\u8aad\u3093\u3060\u306e\u3092\u3001\u539f\u7a3f\u306e\u300c10\u670831\u65e5\u307e\u3067\u300d\u306b\u5408\u308f\u305b\u3066\u88dc\u3046\u3068\u3001**\u6708\u3092\u8aad\u307f\u843d\u3068\u3057\u305f\u3053\u3068\u304c\u5206\u304b\u3089\u306a\u304f\u306a\u308a\u307e\u3059\u3002**","ai_processing":"**\u5dee\u7570\u305d\u306e\u3082\u306e\u306f\u3001AI\u306b\u898b\u3064\u3051\u3055\u305b\u307e\u305b\u3093\u3002** \u305d\u308d\u3048\u305f\u539f\u7a3f\u3068\u6587\u5b57\u8d77\u3053\u3057\u3092 Python \u306e difflib \u306e SequenceMatcher \u3067\u6bd4\u3079\u3001`get_opcodes()` \u304c\u8fd4\u3059 `replace` \uff0f `delete` \uff0f `insert` \u306e\u7b87\u6240\u3092\u5dee\u7570\u3068\u3057\u3066\u53d6\u308a\u51fa\u3057\u307e\u3059\u3002**\u6bd4\u3079\u308b\u6587\u5b57\u6570\u304c200\u3092\u8d85\u3048\u308b\u3068\u65e2\u5b9a\u306e\u81ea\u52d5\u306e\u9664\u5916\u304c\u50cd\u304f\u305f\u3081\u3001`autojunk=False` \u3092\u6307\u5b9a\u3057\u307e\u3059\u3002**\n\n**AI\u306b\u3055\u305b\u308b\u306e\u306f\u3001\u53d6\u308a\u51fa\u3057\u305f\u5dee\u7570\u306e1\u3064\u305a\u3064\u306b\u7a2e\u985e\u3092\u4ed8\u3051\u308b\u3053\u3068\u3060\u3051\u3067\u3059\u3002**\n\n| \u7a2e\u985e | \u5185\u5bb9 | \u62c5\u5f53\u8005\u306e\u6271\u3044 |\n|:--|:--|:--|\n| `key_term_error` | \u91cd\u8981\u306a\u8a9e\uff08\u793e\u540d\u30fb\u5546\u54c1\u540d\u30fb\u4fa1\u683c\u30fb\u671f\u9593\u30fb\u96fb\u8a71\u756a\u53f7\u30fbURL\uff09\u304c\u9055\u3046 | **\u5fc5\u305a\u805e\u304f** |\n| `omission` | \u539f\u7a3f\u306e\u6587\u3084\u6ce8\u610f\u66f8\u304d\u304c\u9332\u97f3\u306b\u7121\u3044 | **\u5fc5\u305a\u805e\u304f** |\n| `addition` | \u539f\u7a3f\u306b\u7121\u3044\u5185\u5bb9\u304c\u8db3\u3055\u308c\u3066\u3044\u308b\uff08\u4fa1\u683c\u3084\u6761\u4ef6\u3092\u542b\u3080\uff09 | \u4fa1\u683c\u30fb\u6761\u4ef6\u3092\u542b\u3081\u3070\u805e\u304f |\n| `wording` | \u610f\u5473\u306e\u5909\u308f\u3089\u306a\u3044\u8a00\u3044\u56de\u3057\u306e\u9055\u3044 | \u805e\u304b\u306a\u3044 |\n| `asr_suspect` | `low_confidence` \u306e\u6587\u306e\u4e2d\u306e\u5dee\u7570\u3067\u3001\u97f3\u304c\u4f3c\u3066\u3044\u308b\u8a9e | \u91cd\u8981\u306a\u8a9e\u306a\u3089\u805e\u304f |\n\n**`asr_suspect` \u3092\u5225\u306b\u7acb\u3066\u308b\u306e\u304c\u3001\u7b2c1\u7ae0\u306e\u300c\u805e\u304d\u9055\u3048\u300d\u3078\u306e\u7b54\u3048\u3067\u3059\u3002** \u539f\u7a3f\u306e\u300c\u3054\u6765\u5e97\u300d\u304c\u300c\u3054\u6765\u5c55\u300d\u3068\u51fa\u3066\u3044\u308c\u3070\u3001\u307b\u307c\u8a8d\u8b58\u306e\u8aa4\u308a\u3067\u3059\u3002**\u305f\u3060\u3057\u91cd\u8981\u306a\u8a9e\u306b\u5f53\u305f\u308b\u5dee\u7570\u306f\u3001`asr_suspect` \u3067\u3082\u62c5\u5f53\u8005\u304c\u805e\u304d\u307e\u3059\u3002** \u4fa1\u683c\u306e\u805e\u304d\u9055\u3044\u3068\u8aad\u307f\u9055\u3044\u306f\u3001\u6587\u5b57\u3067\u306f\u533a\u5225\u3067\u304d\u306a\u3044\u304b\u3089\u3067\u3059\u3002\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u653e\u9001\u306e\u8aa4\u308a\u304b\u3069\u3046\u304b\u306e\u78ba\u5b9a | \u9332\u97f3\u3092\u805e\u3044\u305f\u4eba\u304c\u6c7a\u3081\u308b |\n| \u539f\u7a3f\u306e\u6b63\u8aa4\u306e\u5224\u65ad | \u539f\u7a3f\u306f\u5e83\u544a\u4e3b\u304c\u78ba\u304b\u3081\u305f\u3082\u306e\u3002\u76f4\u3059\u306e\u306f\u5e83\u544a\u4e3b |\n| \u5c40\u3078\u306e\u88dc\u586b\u3084\u518d\u653e\u9001\u306e\u8981\u5426 | \u5c40\u3068\u306e\u5951\u7d04\u3068\u5e83\u544a\u4e3b\u306e\u610f\u5411\u3067\u6c7a\u3081\u308b |\n| \u5dee\u7570\u306e\u7b87\u6240\u306e\u8ffd\u52a0 | \u5dee\u7570\u306f difflib \u304c\u51fa\u3057\u305f\u3082\u306e\u3060\u3051 |\n| \u6587\u5b57\u8d77\u3053\u3057\u306e\u4fee\u6b63 | \u805e\u304d\u9055\u3044\u3092\u76f4\u3059\u3068\u3001\u8aad\u307f\u9055\u3044\u3082\u6d88\u3048\u308b |","prompt_example":"```\n\u3042\u306a\u305f\u306f\u5e83\u544a\u4f1a\u793e\u3067\u30e9\u30b8\u30aaCM\u306e\u653e\u9001\u3092\u78ba\u8a8d\u3059\u308b\u62c5\u5f53\u306e\u88dc\u52a9\u3067\u3059\u3002\n\u653e\u9001\u306e\u6587\u5b57\u8d77\u3053\u3057\u3068\u3001\u767a\u6ce8\u3057\u305f\u539f\u7a3f\u306e\u5dee\u7570\u306e\u4e00\u89a7\u3092\u53d7\u3051\u53d6\u308a\u3001\n\u5dee\u7570\u306e1\u3064\u305a\u3064\u306b\u7a2e\u985e\u3092\u4ed8\u3051\u3066\u304f\u3060\u3055\u3044\u3002\u5dee\u7570\u3092\u65b0\u3057\u304f\u63a2\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n\n\u3010CM\u306e\u7a2e\u5225\u3011{cm_type}\uff08live\uff1a\u751fCM\uff0frecorded\uff1a\u5b8c\u6210\u3057\u305f\u7d20\u6750\uff09\n\u3010\u91cd\u8981\u306a\u8a9e\u306e\u4e00\u89a7\u3011{key_terms}\n  \u793e\u540d\u3001\u5546\u54c1\u540d\u3001\u4fa1\u683c\u3001\u671f\u9593\u3001\u96fb\u8a71\u756a\u53f7\u3001URL\u3001\u6ce8\u610f\u66f8\u304d\u306e\u6587\n\n\u3010\u7a2e\u985e\u306e\u9078\u3073\u65b9\u3011\n- key_term_error \u2026 \u91cd\u8981\u306a\u8a9e\u306e\u4e00\u89a7\u306b\u3042\u308b\u8a9e\u304c\u3001\u6587\u5b57\u8d77\u3053\u3057\u3067\u9055\u3046\u8a9e\u30fb\u6570\u5b57\u306b\u306a\u3063\u3066\u3044\u308b\n- omission \u2026\u2026\u2026 \u539f\u7a3f\u306e\u6587\u3084\u6ce8\u610f\u66f8\u304d\u304c\u3001\u6587\u5b57\u8d77\u3053\u3057\u306b\u7121\u3044\n- addition \u2026\u2026\u2026 \u539f\u7a3f\u306b\u7121\u3044\u5185\u5bb9\u304c\u8db3\u3055\u308c\u3066\u3044\u308b\n- wording \u2026\u2026\u2026 \u610f\u5473\u304c\u5909\u308f\u3089\u306a\u3044\u8a00\u3044\u56de\u3057\u306e\u9055\u3044\uff08\u8a9e\u9806\u3001\u52a9\u8a5e\u3001\u300c\u3067\u3059\u300d\u3068\u300c\u3067\u3054\u3056\u3044\u307e\u3059\u300d\u306a\u3069\uff09\n- asr_suspect \u2026 low_confidence \u306e\u6587\u306e\u4e2d\u3067\u3001\u97f3\u304c\u4f3c\u3066\u3044\u308b\u5225\u306e\u8a9e\u306b\u306a\u3063\u3066\u3044\u308b\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u91cd\u8981\u306a\u8a9e\u306b\u5f53\u305f\u308b\u5dee\u7570\u306f\u3001\u97f3\u304c\u4f3c\u3066\u3044\u3066\u3082 key_term_error \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n  asr_suspect \u306b\u3057\u3066\u3088\u3044\u306e\u306f\u3001\u91cd\u8981\u306a\u8a9e\u306b\u5f53\u305f\u3089\u306a\u3044\u5dee\u7570\u3060\u3051\u3067\u3059\u3002\n- \u4fa1\u683c\u30fb\u65e5\u4ed8\u30fb\u96fb\u8a71\u756a\u53f7\u306e\u6570\u5b57\u304c1\u6841\u3067\u3082\u9055\u3048\u3070 key_term_error \u3067\u3059\u3002\n- \u8db3\u3055\u308c\u305f\u5185\u5bb9\u306b\u4fa1\u683c\u30fb\u5272\u5f15\u30fb\u671f\u9593\u30fb\u6761\u4ef6\u304c\u542b\u307e\u308c\u308b\u5834\u5408\u306f\u3001addition \u306b\u3057\u3066\n  has_condition \u3092 true \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u539f\u7a3f\u304c\u6b63\u3057\u3044\u304b\u3001\u653e\u9001\u304c\u6b63\u3057\u3044\u304b\u3092\u5224\u65ad\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u8ff7\u3063\u305f\u3068\u304d\u306b wording \u3092\u9078\u3070\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u5404\u5dee\u7570\u306b\u3001\u5dee\u7570\u306e\u756a\u53f7 diff_id \u3068\u3001\u6839\u62e0\u306b\u3057\u305f\u6587\u5b57\u8d77\u3053\u3057\u306e\u6587\u756a\u53f7\u3092\u4ed8\u3051\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u5dee\u7570\u306e\u4e00\u89a7\uff08diff_id\u30fb\u539f\u7a3f\u5074\u30fb\u6587\u5b57\u8d77\u3053\u3057\u5074\u30fb\u6587\u756a\u53f7\u30fblow_confidence\uff09\u3011{diffs}\n\u3010\u539f\u7a3f\u306e\u5168\u6587\u3011{script}\n```\n\n**\u300c\u8ff7\u3063\u305f\u3068\u304d\u306b wording \u3092\u9078\u3070\u306a\u3044\u300d\u3092\u660e\u8a18\u3057\u306a\u3044\u3068\u3001\u751fCM\u306e\u5dee\u7570\u3092\u307e\u3068\u3081\u3066\u8a00\u3044\u56de\u3057\u306e\u9055\u3044\u306b\u3057\u307e\u3059\u3002** \u751fCM\u306f\u539f\u7a3f\u3068\u305a\u308c\u3066\u3044\u308b\u306e\u304c\u666e\u901a\u306a\u306e\u3067\u3001**\u751f\u6210AI\u306f\u300c\u3088\u304f\u3042\u308b\u5d29\u3057\u300d\u3068\u3057\u3066\u6d41\u3057\u304c\u3061\u3067\u3059\u3002** \u8ff7\u3063\u305f\u3082\u306e\u304c\u805e\u304f\u5074\u306b\u5bc4\u308b\u3088\u3046\u306b\u3057\u3066\u304a\u304d\u307e\u3059\u3002\n\n**\u91cd\u8981\u306a\u8a9e\u3092 `asr_suspect` \u306b\u3055\u305b\u306a\u3044\u306e\u306f\u3001\u805e\u304d\u9055\u3044\u306e\u5224\u5b9a\u304c\u697d\u89b3\u306b\u50be\u304f\u304b\u3089\u3067\u3059\u3002** \u300c1,890\u5186\u300d\u304c\u8a8d\u8b58\u306e\u8aa4\u308a\u304b\u8aad\u307f\u9055\u3044\u304b\u306f\u3001**AI\u306b\u3082\u5206\u304b\u308a\u307e\u305b\u3093\u3002\u5206\u304b\u3089\u306a\u3044\u3082\u306e\u306f\u4eba\u304c\u805e\u304d\u307e\u3059\u3002**","output_data":"**\u6b21\u306e\u5f62\u306eJSON\u3067\u53d7\u3051\u53d6\u308a\u307e\u3059\u3002** Azure OpenAI \u306e\u69cb\u9020\u5316\u51fa\u529b\u3067\u3001\u3053\u306e\u30b9\u30ad\u30fc\u30de\u306b\u5f93\u308f\u305b\u307e\u3059\u3002\n\n```json\n{\n  \"broadcast_id\": \"\",\n  \"cm_type\": \"live | recorded\",\n  \"diffs\": [\n    { \"diff_id\": 0,\n      \"category\": \"key_term_error | omission | addition | wording | asr_suspect\",\n      \"key_term\": null, \"has_condition\": false,\n      \"sentence_id\": 0 }\n  ],\n  \"version_match\": null\n}\n```\n\n**\u69cb\u9020\u5316\u51fa\u529b\u3067\u306f\u3001\u3059\u3079\u3066\u306e\u9805\u76ee\u3092\u5fc5\u9808\u306b\u3057\u3001\u7701\u7565\u3057\u305f\u3044\u3082\u306e\u306f `null` \u3068\u306e\u5171\u7528\u4f53\u578b\u3067\u8868\u3057\u307e\u3059\u3002** \u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u306b\u306f `additionalProperties: false` \u304c\u5fc5\u8981\u3067\u3059\u3002**`version_match` \u306f\u5b8c\u6210\u3057\u305f\u7d20\u6750\u306eCM\u3060\u3051\u306b\u4f7f\u3044\u3001\u751fCM\u3067\u306f `null` \u306b\u3057\u307e\u3059\u3002**\n\n**\u5b8c\u6210\u3057\u305f\u7d20\u6750\u306eCM\u306e\u65b0\u65e7\u306e\u5224\u5b9a\u306f\u3001\u898f\u5247\u3067\u884c\u3044\u307e\u3059\u3002** \u6587\u5b57\u8d77\u3053\u3057\u3092\u65b0\u65e7\u306e\u539f\u7a3f\u306e\u305d\u308c\u305e\u308c\u3068 SequenceMatcher \u3067\u6bd4\u3079\u3001`ratio()` \u306e\u5024\u3068\u91cd\u8981\u306a\u8a9e\u306e\u4e00\u81f4\u3092\u898b\u307e\u3059\u3002\n\n| \u5224\u5b9a | \u6761\u4ef6 | \u78ba\u8a8d\u306e\u4e00\u89a7\u3067\u306e\u6271\u3044 |\n|:--|:--|:--|\n| `current` | \u65b0\u3057\u3044\u539f\u7a3f\u306e\u91cd\u8981\u306a\u8a9e\u304c\u3059\u3079\u3066\u4e00\u81f4 | \u4e00\u89a7\u3067\u6d41\u3057\u898b\u308b |\n| `previous` | \u53e4\u3044\u539f\u7a3f\u306e\u91cd\u8981\u306a\u8a9e\u306b\u4e00\u81f4\u3057\u3001\u65b0\u3057\u3044\u539f\u7a3f\u3068\u9055\u3046 | **\u5dee\u3057\u66ff\u3048\u524d\u306e\u7d20\u6750\u306e\u653e\u9001\u3068\u3057\u3066\u5fc5\u305a\u805e\u304f** |\n| `unknown` | \u3069\u3061\u3089\u3068\u3082\u91cd\u8981\u306a\u8a9e\u304c\u4e00\u81f4\u3057\u306a\u3044 | \u62c5\u5f53\u8005\u304c\u805e\u3044\u3066\u7d20\u6750\u3092\u78ba\u304b\u3081\u308b |\n\n**\u4e2d\u7d99\u306e\u51e6\u7406\u306f\u3001\u78ba\u8a8d\u306e\u4e00\u89a7\u306b\u6642\u523b\u3092\u4ed8\u3051\u307e\u3059\u3002** \u5dee\u7570\u306e\u7b87\u6240\u306e\u5358\u8a9e\u306e `offsetMilliseconds` \u304b\u3089\u3001\u524d\u5f8c2\u79d2\u3092\u542b\u3080\u518d\u751f\u306e\u7bc4\u56f2\u3092\u4f5c\u308a\u307e\u3059\u3002**\u62c5\u5f53\u8005\u306f\u4e00\u89a7\u306e\u884c\u3092\u62bc\u3059\u3068\u3001\u305d\u306e\u6570\u79d2\u3060\u3051\u3092\u805e\u3051\u307e\u3059\u3002**\n\n\u78ba\u8a8d\u306e\u4e00\u89a7\u306e\u884c\u306f\u3001\u6b21\u306e\u3088\u3046\u306a\u5f62\u306b\u306a\u308a\u307e\u3059\u3002\n\n| \u653e\u9001 | \u7a2e\u985e | \u539f\u7a3f | \u6587\u5b57\u8d77\u3053\u3057 | \u518d\u751f\u306e\u7bc4\u56f2 |\n|:--|:--|:--|:--|:--|\n| A\u5c40 \u571f\u66dc 9:40 \u751fCM | `key_term_error`\uff08\u4fa1\u683c\uff09 | 1,980\u5186 | 1,890\u5186 | 00:12.4\u301c00:16.1 |\n| A\u5c40 \u571f\u66dc 9:40 \u751fCM | `omission` | \u4fa1\u683c\u306f\u7a0e\u8fbc\u3067\u3059\u3002 | \uff08\u306a\u3057\uff09 | 00:18.0\u301c00:22.0 |\n| B\u5c40 \u65e5\u66dc 17:20 \u7d20\u6750 | `previous` | 11\u67083\u65e5\u307e\u3067 | 10\u670831\u65e5\u307e\u3067 | 00:09.2\u301c00:13.5 |\n\n**1\u884c\u76ee\u30683\u884c\u76ee\u306f\u3001\u3069\u3061\u3089\u3082\u6570\u5b57\u306e\u9055\u3044\u3067\u3059\u304c\u3001\u610f\u5473\u304c\u9055\u3044\u307e\u3059\u3002** 1\u884c\u76ee\u306f\u8aad\u307f\u9055\u3044\u304b\u805e\u304d\u9055\u3044\u304b\u3092\u805e\u3044\u3066\u6c7a\u3081\u308b\u3082\u306e\u30013\u884c\u76ee\u306f\u7d20\u6750\u306e\u53d6\u308a\u9055\u3048\u3067\u3001**\u540c\u3058\u67a0\u306e\u305d\u306e\u5f8c\u306e\u653e\u9001\u3082\u3059\u3079\u3066\u78ba\u304b\u3081\u308b\u3082\u306e\u3067\u3059\u3002**","integration_systems":"| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u5c40\u3054\u3068\u306e\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0 | \u4e2d\u7d99\u306e\u51e6\u7406\u306e\u76e3\u8996 | \u653e\u9001\u78ba\u8a8d\u66f8\u3068\u9332\u97f3\u306e\u30d5\u30a1\u30a4\u30eb\u306e\u4fdd\u5b58\u3092\u691c\u77e5\u3059\u308b |\n| \u51fa\u7a3f\u306e\u7ba1\u7406\u8868 | \u8aad\u307f\u53d6\u308a | \u653e\u9001\u67a0\u3001\u539f\u7a3f\u30fb\u7d20\u6750\u306e\u756a\u53f7\u3001\u91cd\u8981\u306a\u8a9e\u3001\u5dee\u3057\u66ff\u3048\u306e\u65e5 |\n| Azure AI Speech | API\u547c\u3073\u51fa\u3057 | \u6587\u3068\u5358\u8a9e\u3054\u3068\u306e\u6642\u523b\u30fb\u4fe1\u983c\u5ea6\u3064\u304d\u306e\u6587\u5b57\u8d77\u3053\u3057 |\n| Azure OpenAI | API\u547c\u3073\u51fa\u3057\uff08\u69cb\u9020\u5316\u51fa\u529b\uff09 | \u5dee\u7570\u306e\u7a2e\u985e |\n| \u78ba\u8a8d\u306e\u4e00\u89a7 | \u4e2d\u7d99\u306e\u51e6\u7406\u304c\u4f5c\u308b\u753b\u9762 | \u6642\u523b\u3064\u304d\u306e\u5dee\u7570\u3068\u3001\u518d\u751f\u306e\u7bc4\u56f2 |\n| \u653e\u9001\u5831\u544a | \u78ba\u5b9a\u5f8c\u306b\u4e0b\u66f8\u304d\u3092\u4f5c\u308b | \u5e83\u544a\u4e3b\u3054\u3068\u306e\u653e\u9001\u65e5\u6642\u30fb\u67a0\u30fb\u7d20\u6750\u30fb\u78ba\u8a8d\u7d50\u679c\u30fb\u5bfe\u5fdc |\n\n**\u51fa\u7a3f\u306e\u7ba1\u7406\u8868\u306b\u306f\u66f8\u304d\u8fbc\u307f\u307e\u305b\u3093\u3002** \u78ba\u8a8d\u306e\u7d50\u679c\u306f\u78ba\u8a8d\u306e\u4e00\u89a7\u3068\u653e\u9001\u5831\u544a\u306e\u5074\u306b\u6b8b\u3057\u3001**\u51fa\u7a3f\u306e\u7ba1\u7406\u8868\u306f\u767a\u6ce8\u306e\u8a18\u9332\u3068\u3057\u3066\u5909\u3048\u305a\u306b\u304a\u304d\u307e\u3059\u3002**\n\n**\u5c40\u3078\u306e\u78ba\u8a8d\u3068\u5bfe\u5fdc\u306e\u4f9d\u983c\u306f\u3001\u62c5\u5f53\u8005\u304c\u9001\u308a\u307e\u3059\u3002** \u4f9d\u983c\u306e\u6587\u9762\u306e\u4e0b\u66f8\u304d\u306f\u51fa\u3057\u307e\u3059\u304c\u3001**\u88dc\u586b\u3084\u518d\u653e\u9001\u3092\u6c42\u3081\u308b\u304b\u3069\u3046\u304b\u306f\u3001\u5c40\u3068\u306e\u53d6\u308a\u6c7a\u3081\u3068\u5e83\u544a\u4e3b\u306e\u610f\u5411\u3067\u6c7a\u307e\u308b\u304b\u3089\u3067\u3059\u3002**","human_review":"**\u4eba\u304c\u805e\u304f\u306e\u306f\u3001\u78ba\u8a8d\u306e\u4e00\u89a7\u306b\u8f09\u3063\u305f\u7b87\u6240\u3060\u3051\u3067\u3059\u3002** \u6b21\u306e\u9806\u306b\u898b\u307e\u3059\u3002\n\n1. **`previous` \u3092\u5148\u306b\u898b\u308b** \u2026 \u5dee\u3057\u66ff\u3048\u524d\u306e\u7d20\u6750\u306e\u653e\u9001\u306f\u3001\u540c\u3058\u8aa4\u308a\u304c\u7d9a\u3044\u3066\u3044\u308b\u304a\u305d\u308c\u304c\u3042\u308a\u307e\u3059\u3002**\u305d\u306e\u65e5\u4ee5\u964d\u306e\u540c\u3058\u67a0\u3082\u307e\u3068\u3081\u3066\u78ba\u304b\u3081\u307e\u3059**\n2. **`key_term_error` \u3068 `omission` \u3092\u805e\u304f** \u2026 \u8a72\u5f53\u306e\u6570\u79d2\u3092\u805e\u304d\u3001\u653e\u9001\u306e\u8aa4\u308a\u304b\u3001\u97f3\u58f0\u8a8d\u8b58\u306e\u8aa4\u308a\u304b\u3092\u6c7a\u3081\u307e\u3059\n3. **`addition` \u3067\u6761\u4ef6\u3092\u542b\u3080\u3082\u306e\u3092\u805e\u304f** \u2026 \u539f\u7a3f\u306b\u7121\u3044\u5272\u5f15\u3084\u671f\u9593\u304c\u8db3\u3055\u308c\u3066\u3044\u306a\u3044\u304b\u3092\u78ba\u304b\u3081\u307e\u3059\n4. **\u7d50\u679c\u3092\u78ba\u5b9a\u3059\u308b** \u2026 \u653e\u9001\u306e\u8aa4\u308a\u3068\u6c7a\u3081\u305f\u3082\u306e\u306b\u3001\u5c40\u3078\u306e\u4f9d\u983c\u306e\u8981\u5426\u3092\u4ed8\u3051\u307e\u3059\n\n**\u78ba\u8a8d\u306e\u753b\u9762\u306b\u306f\u3001\u539f\u7a3f\u3068\u6587\u5b57\u8d77\u3053\u3057\u3092\u4e26\u3079\u3001\u5dee\u7570\u306e\u7b87\u6240\u306b\u8272\u3092\u4ed8\u3051\u307e\u3059\u3002** \u805e\u304f\u524d\u306b\u4f55\u304c\u9055\u3046\u306e\u304b\u304c\u5206\u304b\u3063\u3066\u3044\u308c\u3070\u3001**\u6570\u79d2\u306e\u518d\u751f\u3067\u5224\u65ad\u304c\u3064\u304d\u307e\u3059\u3002**\n\n**`wording` \u3092\u5168\u90e8\u805e\u304d\u76f4\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u805e\u304d\u76f4\u3059\u904b\u7528\u306b\u3059\u308b\u3068\u3001\u7b2c10\u7ae0\u306e1\u5206\u306b\u306f\u53ce\u307e\u308a\u307e\u305b\u3093\u3002**\u6700\u521d\u306e1\u304b\u6708\u3060\u3051\u3001`wording` \u304b\u3089\u7121\u4f5c\u70ba\u306b1\u5272\u3092\u9078\u3093\u3067\u805e\u304d\u3001\u8aa4\u3063\u3066\u8a00\u3044\u56de\u3057\u306e\u9055\u3044\u306b\u3055\u308c\u305f\u91cd\u8981\u306a\u5dee\u7570\u304c\u7121\u3044\u304b\u3092\u78ba\u304b\u3081\u307e\u3059\u3002**","exception_handling":"| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u9332\u97f3\u304c\u5c4a\u304b\u306a\u3044 | 3\u55b6\u696d\u65e5\u3067\u5c40\u3078\u306e\u50ac\u4fc3\u306e\u5019\u88dc\u306b\u3002**\u653e\u9001\u78ba\u8a8d\u66f8\u3060\u3051\u3067\u300c\u78ba\u8a8d\u6e08\u307f\u300d\u306b\u3057\u306a\u3044** |\n| \u653e\u9001\u78ba\u8a8d\u66f8\u306e\u884c\u3068\u9332\u97f3\u304c\u7d50\u3073\u3064\u304b\u306a\u3044 | \u62c5\u5f53\u8005\u304c\u51fa\u7a3f\u306e\u7ba1\u7406\u8868\u3068\u898b\u6bd4\u3079\u3066\u7d50\u3073\u3064\u3051\u308b |\n| \u756a\u7d44\u306e\u8a71\u304c\u9577\u304f\u5165\u3063\u3066\u3044\u3066CM\u306e\u7bc4\u56f2\u304c\u6c7a\u307e\u3089\u306a\u3044 | \u62c5\u5f53\u8005\u304c\u7bc4\u56f2\u3092\u6307\u5b9a\u3059\u308b |\n| BGM\u304c\u5927\u304d\u304f `low_confidence` \u306e\u6587\u304c\u591a\u3044 | \u91cd\u8981\u306a\u8a9e\u3092\u542b\u3080\u6587\u306f\u62c5\u5f53\u8005\u304c\u805e\u304f |\n| \u65b0\u65e7\u3069\u3061\u3089\u306e\u7d20\u6750\u3068\u3082\u5408\u308f\u306a\u3044 | `unknown`\u3002\u5c40\u306b\u653e\u9001\u3057\u305f\u7d20\u6750\u306e\u756a\u53f7\u3092\u78ba\u304b\u3081\u308b |\n| \u751fCM\u3067\u539f\u7a3f\u306b\u7121\u3044\u4fa1\u683c\u3084\u5272\u5f15\u304c\u8aad\u307e\u308c\u305f | `addition` \u3067 `has_condition`\u3002**\u5e83\u544a\u4e3b\u306b\u78ba\u304b\u3081\u308b** |\n| \u9ad8\u901f\u6587\u5b57\u8d77\u3053\u3057\u304c429\u3092\u8fd4\u3059 | \u516c\u5f0f\u306e\u6848\u5185\u306b\u6cbf\u3063\u3066\u9593\u9694\u3092\u7a7a\u3051\u3066\u518d\u9001\u3059\u308b |\n| \u539f\u7a3f\u306e\u30d5\u30a1\u30a4\u30eb\u304c\u898b\u3064\u304b\u3089\u306a\u3044 | \u7167\u5408\u305b\u305a\u306b\u62c5\u5f53\u8005\u3078\u3002\u51fa\u7a3f\u306e\u7ba1\u7406\u8868\u306e\u539f\u7a3f\u306e\u3072\u3082\u3065\u3051\u3092\u76f4\u3059 |\n\n**\u4e0a\u304b\u30896\u884c\u76ee\u306f\u3001\u653e\u9001\u306e\u8aa4\u308a\u3068\u3057\u3066\u898b\u843d\u3068\u3055\u308c\u3084\u3059\u3044\u3082\u306e\u3067\u3059\u3002** \u30d1\u30fc\u30bd\u30ca\u30ea\u30c6\u30a3\u306e\u5584\u610f\u306e\u4e00\u8a00\u3067\u3082\u3001**\u5e83\u544a\u4e3b\u304c\u51fa\u3057\u3066\u3044\u306a\u3044\u5272\u5f15\u306f\u3001\u5e97\u8217\u3067\u306e\u8aac\u660e\u306e\u624b\u9593\u3092\u751f\u307f\u307e\u3059\u3002** \u539f\u7a3f\u306b\u7121\u3044\u3053\u3068\u3092\u8db3\u3057\u305f\u304b\u3069\u3046\u304b\u3082\u3001\u78ba\u8a8d\u306e\u5bfe\u8c61\u306b\u3057\u307e\u3059\u3002","log_storage":"- \u5143\u306e\u9332\u97f3\u306e\u30d5\u30a1\u30a4\u30eb\u3068\u653e\u9001\u78ba\u8a8d\u66f8\u3001\u53d7\u3051\u53d6\u3063\u305f\u65e5\u6642\n- \u6587\u5b57\u8d77\u3053\u3057\u306e\u5168\u6587\u3068\u3001\u6587\u3068\u5358\u8a9e\u3054\u3068\u306e\u6642\u523b\u30fb\u4fe1\u983c\u5ea6\n- \u305d\u308d\u3048\u305f\u5f8c\u306e\u539f\u7a3f\u3068\u6587\u5b57\u8d77\u3053\u3057\u3001difflib \u304c\u51fa\u3057\u305f\u5dee\u7570\u306e\u4e00\u89a7\n- \u751f\u6210AI\u306e\u5206\u985e\u3068\u3001\u62c5\u5f53\u8005\u304c\u78ba\u5b9a\u3057\u305f\u7d50\u679c\uff08\u653e\u9001\u306e\u8aa4\u308a\uff0f\u97f3\u58f0\u8a8d\u8b58\u306e\u8aa4\u308a\uff09\n- \u5c40\u3078\u306e\u4f9d\u983c\u3068\u3001\u305d\u306e\u56de\u7b54\u30fb\u5bfe\u5fdc\n- \u5e83\u544a\u4e3b\u3078\u9001\u3063\u305f\u653e\u9001\u5831\u544a\n\n**4\u3064\u76ee\u3067\u300c\u97f3\u58f0\u8a8d\u8b58\u306e\u8aa4\u308a\u300d\u3068\u78ba\u5b9a\u3057\u305f\u4ef6\u6570\u306f\u3001\u30d5\u30ec\u30fc\u30ba\u30ea\u30b9\u30c8\u3092\u76f4\u3059\u6750\u6599\u306b\u306a\u308a\u307e\u3059\u3002** \u7279\u5b9a\u306e\u5e97\u8217\u540d\u304c\u3044\u3064\u3082\u805e\u304d\u9055\u3048\u3089\u308c\u308b\u306a\u3089\u3001**\u305d\u306e\u8a9e\u3092\u30d5\u30ec\u30fc\u30ba\u30ea\u30b9\u30c8\u306b\u8db3\u3057\u307e\u3059\u3002**\n\n**\u9332\u97f3\u306e\u4fdd\u5b58\u306e\u671f\u9593\u306f\u3001\u5c40\u3068\u306e\u53d6\u308a\u6c7a\u3081\u306b\u5408\u308f\u305b\u307e\u3059\u3002** \u653e\u9001\u306e\u9332\u97f3\u306f\u5c40\u304b\u3089\u53d7\u3051\u53d6\u3063\u305f\u3082\u306e\u3067\u3001**\u4f7f\u3063\u3066\u3088\u3044\u7bc4\u56f2\u3068\u671f\u9593\u306f\u5951\u7d04\u3067\u6c7a\u307e\u3063\u3066\u3044\u307e\u3059\u3002**","implementation_level":"\u672c\u683c\u69cb\u6210","difficulty":3,"cost_band":"\u4e2d","cost_level_label":"API\u9023\u643a","security_level":"\u4e2d","implementation_status":"\u69cb\u6210\u4f8b","assumption_people":5,"assumption_frequency":600,"assumption_workdays":20,"volume_month":600,"before_minutes_per_case":5,"after_minutes_per_case":1,"hourly_cost":2800,"before_hours_month":50,"after_hours_month":10,"saved_hours_month":40,"reduction_rate":80,"saved_hours_year":480,"annual_cost_effect":1344000,"summary":"\u30e9\u30b8\u30aa\u5c40\u304b\u3089\u5c4a\u304f\u653e\u9001\u3055\u308c\u305fCM\u306e\u9332\u97f3\u3092 Azure AI Speech \u3067\u6587\u5b57\u306b\u3057\u3001\u767a\u6ce8\u3057\u305f\u539f\u7a3f\u3068\u7167\u3089\u3057\u307e\u3059\u3002\u751fCM\u306e\u8aad\u307f\u9055\u3044\u3068\u629c\u3051\u3001\u793e\u540d\u30fb\u4fa1\u683c\u30fb\u671f\u9593\u306e\u8aa4\u308a\u3001\u5dee\u3057\u66ff\u3048\u524d\u306e\u7d20\u6750\u306e\u653e\u9001\u3092\u62fe\u3044\u3001\u5e83\u544a\u4e3b\u3078\u306e\u653e\u9001\u5831\u544a\u306b\u305d\u308d\u3048\u307e\u3059\u3002","before_flow":"1. \u5c40\u304b\u3089\u5c4a\u3044\u305f\u653e\u9001\u78ba\u8a8d\u66f8\u3092\u958b\u304d\u3001\u51fa\u7a3f\u306e\u7ba1\u7406\u8868\u3068\u653e\u9001\u306e\u65e5\u6642\u30fb\u67a0\u3092\u7a81\u304d\u5408\u308f\u305b\u308b\n2. \u9332\u97f3\u306e\u30d5\u30a1\u30a4\u30eb\u3092\u958b\u304d\u3001\u3069\u306e\u653e\u9001\u306e\u3082\u306e\u304b\u3092\u653e\u9001\u78ba\u8a8d\u66f8\u3068\u5408\u308f\u305b\u308b\n3. \u539f\u7a3f\u3092\u6a2a\u306b\u7f6e\u3044\u3066\u9332\u97f3\u3092\u805e\u304d\u3001\u793e\u540d\u30fb\u4fa1\u683c\u30fb\u671f\u9593\u30fb\u554f\u3044\u5408\u308f\u305b\u5148\u3092\u76ee\u3067\u8ffd\u3046\n4. \u9055\u3044\u304c\u3042\u308c\u3070\u3001\u6642\u523b\u3068\u5185\u5bb9\u3092\u30e1\u30e2\u3059\u308b\u3002\u805e\u304d\u53d6\u308c\u306a\u3051\u308c\u3070\u5dfb\u304d\u623b\u3057\u3066\u805e\u304d\u76f4\u3059\n5. \u5b8c\u6210\u3057\u305f\u7d20\u6750\u306eCM\u306f\u3001\u5192\u982d\u3068\u4fa1\u683c\u306e\u90e8\u5206\u3092\u805e\u3044\u3066\u7d20\u6750\u304c\u6b63\u3057\u3044\u304b\u3092\u78ba\u304b\u3081\u308b\n6. \u9055\u3044\u304c\u3042\u3063\u305f\u3082\u306e\u306f\u3001\u5c40\u306b\u78ba\u8a8d\u3068\u5bfe\u5fdc\u3092\u4f9d\u983c\u3059\u308b\n7. \u6708\u672b\u306b\u3001\u5e83\u544a\u4e3b\u3054\u3068\u306e\u653e\u9001\u5831\u544a\u3092\u8868\u8a08\u7b97\u3067\u307e\u3068\u3081\u3066\u9001\u308b\n\n**\uff08a\uff091\u672c\u305a\u3064\u805e\u304f\u6642\u9593\u304c\u8db3\u308a\u306a\u3044\u3002** 3\u756a\u76ee\u306f\u300120\u79d2\u306eCM\u3067\u3082\u539f\u7a3f\u3068\u7167\u3089\u3057\u306a\u304c\u3089\u805e\u304f\u3068\u6570\u5206\u304b\u304b\u308a\u307e\u3059\u3002**\u6708600\u672c\u30925\u540d\u3067\u805e\u304f\u3068\u3001\u653e\u9001\u306e\u78ba\u8a8d\u3060\u3051\u3067\u670850\u6642\u9593\u306b\u306a\u308a\u307e\u3059\u3002** \u5fd9\u3057\u3044\u6708\u306f\u3001\u5b8c\u6210\u3057\u305f\u7d20\u6750\u306eCM\u306e\u78ba\u8a8d\u304c\u7701\u304b\u308c\u307e\u3059\u3002\n\n**\uff08b\uff09\u4fa1\u683c\u3084\u671f\u9593\u3092\u805e\u304d\u6f0f\u3089\u3059\u3002** \u300c1,980\u5186\u300d\u3068\u300c1,890\u5186\u300d\u3001\u300c31\u65e5\u307e\u3067\u300d\u3068\u300c30\u65e5\u307e\u3067\u300d\u306f\u3001**\u539f\u7a3f\u3092\u76ee\u3067\u8ffd\u3044\u306a\u304c\u3089\u805e\u304f\u3068\u3001\u8aad\u307f\u624b\u304c\u8a00\u3063\u305f\u3064\u3082\u308a\u306e\u6570\u5b57\u306b\u805e\u3053\u3048\u307e\u3059\u3002** \u8aa4\u308a\u306f\u3001\u5e83\u544a\u4e3b\u306e\u5e97\u8217\u306b\u554f\u3044\u5408\u308f\u305b\u304c\u6765\u3066\u521d\u3081\u3066\u5206\u304b\u308a\u307e\u3059\u3002\n\n**\uff08c\uff09\u5dee\u3057\u66ff\u3048\u524d\u306e\u7d20\u6750\u306e\u653e\u9001\u306b\u6c17\u3065\u304b\u306a\u3044\u3002** 5\u756a\u76ee\u3067\u5192\u982d\u3060\u3051\u3092\u805e\u304f\u3068\u3001\u4fa1\u683c\u3060\u3051\u304c\u9055\u3046\u65b0\u65e7\u306e\u7d20\u6750\u3092\u898b\u5206\u3051\u3089\u308c\u307e\u305b\u3093\u3002**\u5dee\u3057\u66ff\u3048\u305f\u65e5\u306e\u7fcc\u65e5\u4ee5\u964d\u306b\u53e4\u3044\u4fa1\u683c\u304c\u6d41\u308c\u3066\u3044\u3066\u3082\u3001\u5831\u544a\u306f\u300c\u653e\u9001\u6e08\u307f\u300d\u306b\u306a\u308a\u307e\u3059\u3002**\n\n**\uff08d\uff09\u653e\u9001\u5831\u544a\u306e\u4f5c\u6210\u304c\u6708\u672b\u306b\u96c6\u4e2d\u3059\u308b\u3002** 7\u756a\u76ee\u306f\u30011\u304b\u6708\u5206\u306e\u30e1\u30e2\u3092\u96c6\u3081\u3066\u8868\u306b\u3059\u308b\u4f5c\u696d\u3067\u3059\u3002**\u8aa4\u308a\u306e\u5bfe\u5fdc\u304c\u7d42\u308f\u3063\u305f\u304b\u3069\u3046\u304b\u3092\u3001\u30e1\u30e2\u304b\u3089\u8ffd\u3044\u76f4\u3059\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002**\n\n**4\u3064\u306b\u5171\u901a\u3059\u308b\u306e\u306f\u3001\u9332\u97f3\u3092\u805e\u304f\u4eba\u306e\u8033\u3068\u6ce8\u610f\u306b\u3001\u78ba\u8a8d\u306e\u8cea\u304c\u4efb\u3055\u308c\u3066\u3044\u308b\u3053\u3068\u3067\u3059\u3002** \u78ba\u8a8d\u3059\u308b\u672c\u6570\u3092\u5897\u3084\u3057\u3066\u3082\u3001**\u91cd\u8981\u306a\u8a9e\u3092\u805e\u304d\u5206\u3051\u308b\u4ed5\u7d44\u307f\u304c\u7121\u3051\u308c\u3070\u3001\u8aa4\u308a\u306f\u540c\u3058\u3060\u3051\u901a\u308a\u629c\u3051\u307e\u3059\u3002**","before_flow_steps":["\u5c40\u304b\u3089\u5c4a\u3044\u305f\u653e\u9001\u78ba\u8a8d\u66f8\u3092\u958b\u304d\u3001\u51fa\u7a3f\u306e\u7ba1\u7406\u8868\u3068\u653e\u9001\u306e\u65e5\u6642\u30fb\u67a0\u3092\u7a81\u304d\u5408\u308f\u305b\u308b","\u9332\u97f3\u306e\u30d5\u30a1\u30a4\u30eb\u3092\u958b\u304d\u3001\u3069\u306e\u653e\u9001\u306e\u3082\u306e\u304b\u3092\u653e\u9001\u78ba\u8a8d\u66f8\u3068\u5408\u308f\u305b\u308b","\u539f\u7a3f\u3092\u6a2a\u306b\u7f6e\u3044\u3066\u9332\u97f3\u3092\u805e\u304d\u3001\u793e\u540d\u30fb\u4fa1\u683c\u30fb\u671f\u9593\u30fb\u554f\u3044\u5408\u308f\u305b\u5148\u3092\u76ee\u3067\u8ffd\u3046","\u9055\u3044\u304c\u3042\u308c\u3070\u3001\u6642\u523b\u3068\u5185\u5bb9\u3092\u30e1\u30e2\u3059\u308b\u3002\u805e\u304d\u53d6\u308c\u306a\u3051\u308c\u3070\u5dfb\u304d\u623b\u3057\u3066\u805e\u304d\u76f4\u3059","\u5b8c\u6210\u3057\u305f\u7d20\u6750\u306eCM\u306f\u3001\u5192\u982d\u3068\u4fa1\u683c\u306e\u90e8\u5206\u3092\u805e\u3044\u3066\u7d20\u6750\u304c\u6b63\u3057\u3044\u304b\u3092\u78ba\u304b\u3081\u308b","\u9055\u3044\u304c\u3042\u3063\u305f\u3082\u306e\u306f\u3001\u5c40\u306b\u78ba\u8a8d\u3068\u5bfe\u5fdc\u3092\u4f9d\u983c\u3059\u308b","\u6708\u672b\u306b\u3001\u5e83\u544a\u4e3b\u3054\u3068\u306e\u653e\u9001\u5831\u544a\u3092\u8868\u8a08\u7b97\u3067\u307e\u3068\u3081\u3066\u9001\u308b"],"after_flow":"1. **\u3010\u4eba\u3011** \u5c40\u304b\u3089\u5c4a\u3044\u305f\u653e\u9001\u78ba\u8a8d\u66f8\u3068\u9332\u97f3\u306e\u30d5\u30a1\u30a4\u30eb\u3092\u3001\u5c40\u3054\u3068\u306e\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\u306b\u4fdd\u5b58\u3059\u308b\n2. **\u3010\u81ea\u52d5\u3011** \u653e\u9001\u78ba\u8a8d\u66f8\u306e\u884c\u3068\u9332\u97f3\u306e\u30d5\u30a1\u30a4\u30eb\u3068\u51fa\u7a3f\u306e\u7ba1\u7406\u8868\u3092\u3001\u5c40\u30fb\u65e5\u6642\u30fb\u67a0\u3067\u7d50\u3073\u3064\u3051\u308b\n3. **\u3010\u81ea\u52d5\u3011** Azure AI Speech \u306e\u9ad8\u901f\u6587\u5b57\u8d77\u3053\u3057\u3067\u3001\u9332\u97f3\u3092\u6587\u5b57\u306b\u3059\u308b\n4. **\u3010\u81ea\u52d5\u3011** \u539f\u7a3f\u3068\u6587\u5b57\u8d77\u3053\u3057\u306e\u6570\u5b57\u30fb\u8a18\u53f7\u306e\u66f8\u304d\u65b9\u3092\u305d\u308d\u3048\u3001\u5dee\u7570\u3092\u8a08\u7b97\u3059\u308b\n5. **\u3010\u81ea\u52d5\u3011** \u751f\u6210AI\u304c\u3001\u5dee\u7570\u3092 `key_term_error` \uff0f `omission` \uff0f `wording` \uff0f `asr_suspect` \u306a\u3069\u306b\u5206\u3051\u308b\n6. **\u3010\u81ea\u52d5\u3011** \u5b8c\u6210\u3057\u305f\u7d20\u6750\u306eCM\u306f\u3001\u65b0\u65e7\u306e\u7d20\u6750\u306e\u539f\u7a3f\u306e\u3069\u3061\u3089\u306b\u8fd1\u3044\u304b\u3092\u5224\u5b9a\u3057\u3001\u5dee\u3057\u66ff\u3048\u524d\u306e\u7d20\u6750\u306e\u653e\u9001\u3092\u62fe\u3046\n7. **\u3010\u81ea\u52d5\u3011** \u91cd\u8981\u306a\u5dee\u7570\u306e\u3042\u308b\u653e\u9001\u3092\u3001\u6642\u523b\u3064\u304d\u306e\u78ba\u8a8d\u306e\u4e00\u89a7\u306b\u3059\u308b\n8. **\u3010\u4eba\u3011** \u62c5\u5f53\u8005\u304c\u4e00\u89a7\u306e\u7b87\u6240\u3060\u3051\u3092\u805e\u304d\u3001\u653e\u9001\u306e\u8aa4\u308a\u304b\u3001\u97f3\u58f0\u8a8d\u8b58\u306e\u8aa4\u308a\u304b\u3092\u6c7a\u3081\u308b\n9. **\u3010\u4eba\u3011** \u653e\u9001\u306e\u8aa4\u308a\u3068\u6c7a\u3081\u305f\u3082\u306e\u3092\u3001\u5c40\u3078\u78ba\u8a8d\u3068\u5bfe\u5fdc\u3092\u4f9d\u983c\u3059\u308b\n10. **\u3010\u81ea\u52d5\u3011** \u78ba\u5b9a\u3057\u305f\u7d50\u679c\u304b\u3089\u3001\u5e83\u544a\u4e3b\u3054\u3068\u306e\u653e\u9001\u5831\u544a\u306e\u4e0b\u66f8\u304d\u3092\u4f5c\u308b\n11. **\u3010\u4eba\u3011** \u653e\u9001\u5831\u544a\u3092\u78ba\u304b\u3081\u3066\u5e83\u544a\u4e3b\u3078\u9001\u308b\n\n**8\u756a\u76ee\u304c\u3001\u3053\u306e\u8a2d\u8a08\u306e\u5206\u304b\u308c\u76ee\u3067\u3059\u3002\u4eba\u304c\u805e\u304f\u306e\u306f\u5168\u90e8\u306e\u653e\u9001\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002** \u91cd\u8981\u306a\u5dee\u7570\u304c\u7121\u3044\u653e\u9001\u306f\u4e00\u89a7\u3067\u6d41\u3057\u898b\u3066\u3001**\u5dee\u7570\u306e\u3042\u3063\u305f\u6570\u79d2\u3060\u3051\u3092\u805e\u304d\u307e\u3059\u3002** \u5168\u90e8\u3092\u805e\u304d\u76f4\u3059\u8a2d\u8a08\u306b\u3059\u308b\u3068\u300150.0\u6642\u9593\u306f\u307b\u3068\u3093\u3069\u6e1b\u308a\u307e\u305b\u3093\u3002\n\n**5\u756a\u76ee\u30688\u756a\u76ee\u3092\u5206\u3051\u3066\u3044\u308b\u306e\u306f\u3001\u6587\u5b57\u8d77\u3053\u3057\u306e\u8aa4\u308a\u3092\u653e\u9001\u306e\u8aa4\u308a\u306b\u3057\u306a\u3044\u305f\u3081\u3067\u3059\u3002** AI\u304c\u4ed8\u3051\u308b\u306e\u306f\u5dee\u7570\u306e\u7a2e\u985e\u307e\u3067\u3067\u3001**\u653e\u9001\u306e\u8aa4\u308a\u304b\u3069\u3046\u304b\u306f\u3001\u9332\u97f3\u3092\u805e\u3044\u305f\u4eba\u304c\u6c7a\u3081\u307e\u3059\u3002**","after_flow_steps":["**\u3010\u4eba\u3011** \u5c40\u304b\u3089\u5c4a\u3044\u305f\u653e\u9001\u78ba\u8a8d\u66f8\u3068\u9332\u97f3\u306e\u30d5\u30a1\u30a4\u30eb\u3092\u3001\u5c40\u3054\u3068\u306e\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\u306b\u4fdd\u5b58\u3059\u308b","**\u3010\u81ea\u52d5\u3011** \u653e\u9001\u78ba\u8a8d\u66f8\u306e\u884c\u3068\u9332\u97f3\u306e\u30d5\u30a1\u30a4\u30eb\u3068\u51fa\u7a3f\u306e\u7ba1\u7406\u8868\u3092\u3001\u5c40\u30fb\u65e5\u6642\u30fb\u67a0\u3067\u7d50\u3073\u3064\u3051\u308b","**\u3010\u81ea\u52d5\u3011** Azure AI Speech \u306e\u9ad8\u901f\u6587\u5b57\u8d77\u3053\u3057\u3067\u3001\u9332\u97f3\u3092\u6587\u5b57\u306b\u3059\u308b","**\u3010\u81ea\u52d5\u3011** \u539f\u7a3f\u3068\u6587\u5b57\u8d77\u3053\u3057\u306e\u6570\u5b57\u30fb\u8a18\u53f7\u306e\u66f8\u304d\u65b9\u3092\u305d\u308d\u3048\u3001\u5dee\u7570\u3092\u8a08\u7b97\u3059\u308b","**\u3010\u81ea\u52d5\u3011** \u751f\u6210AI\u304c\u3001\u5dee\u7570\u3092 `key_term_error` \uff0f `omission` \uff0f `wording` \uff0f `asr_suspect` \u306a\u3069\u306b\u5206\u3051\u308b","**\u3010\u81ea\u52d5\u3011** 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\u78ba\u5b9a\u3057\u305f\u7d50\u679c\u304b\u3089\u3001\u5e83\u544a\u4e3b\u3054\u3068\u306e\u653e\u9001\u5831\u544a\u306e\u4e0b\u66f8\u304d\u3092\u4f5c\u308b","**\u3010\u4eba\u3011** \u653e\u9001\u5831\u544a\u3092\u78ba\u304b\u3081\u3066\u5e83\u544a\u4e3b\u3078\u9001\u308b"],"architecture":"```\n\u30e9\u30b8\u30aa\u5c40\uff08\u653e\u9001\u78ba\u8a8d\u66f8\u306ePDF\uff0b\u653e\u9001\u306e\u9332\u97f3\u306e\u97f3\u58f0\u30d5\u30a1\u30a4\u30eb\uff09\n   \u2502  \u5c40\u3054\u3068\u306e\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\u306b\u4fdd\u5b58\n   \u25bc\u3010\u30c8\u30ea\u30ac\u30fc\u3011\u30d5\u30a1\u30a4\u30eb\u306e\u4fdd\u5b58\nAzure Functions\uff08\u4e2d\u7d99\u306e\u51e6\u7406\uff09\n   \u251c\u2500\u2500\u25b6 \u653e\u9001\u78ba\u8a8d\u66f8\u306e\u884c\u30fb\u9332\u97f3\u30fb\u51fa\u7a3f\u306e\u7ba1\u7406\u8868\u3092\u7d50\u3073\u3064\u3051\u308b\n   \u251c\u2500\u2500\u25b6 \u5e83\u544a\u4e3b\u540d\u30fb\u5546\u54c1\u540d\u30fb\u5e97\u8217\u540d\u304b\u3089\u8a9e\u53e5\u306e\u4e00\u89a7\u3092\u4f5c\u308b\n   \u25bc\nAzure AI Speech\uff08\u9ad8\u901f\u6587\u5b57\u8d77\u3053\u3057\uff0b\u30d5\u30ec\u30fc\u30ba\u30ea\u30b9\u30c8\uff09\n   \u2502   \u6587\u3068\u5358\u8a9e\u3054\u3068\u306e\u6642\u523b\u30fb\u4fe1\u983c\u5ea6\n   \u25bc\nPython\uff08difflib\uff09 \u2500\u2500 \u6570\u5b57\u306e\u66f8\u304d\u65b9\u3092\u305d\u308d\u3048\u3001\u539f\u7a3f\u3068\u306e\u5dee\u7570\u3092\u8a08\u7b97\n   \u25bc\nAzure OpenAI\uff08Microsoft Foundry\uff09 \u2500\u2500 \u69cb\u9020\u5316\u51fa\u529b\n   \u2502   \u5dee\u7570\u306e\u7a2e\u985e\uff0f\u65b0\u65e7\u306e\u7d20\u6750\u306e\u5224\u5b9a\n   \u25bc\n\u78ba\u8a8d\u306e\u4e00\u89a7\uff08\u6642\u523b\u3064\u304d\uff09 \u2500\u2500\u3010\u62c5\u5f53\u8005\u304c\u8a72\u5f53\u306e\u6570\u79d2\u3092\u805e\u3044\u3066\u78ba\u5b9a\u3011\n   \u251c\u2500\u2500\u25b6 \u5c40\u3078\u306e\u78ba\u8a8d\u3068\u5bfe\u5fdc\u306e\u4f9d\u983c\n   \u2514\u2500\u2500\u25b6 \u5e83\u544a\u4e3b\u3054\u3068\u306e\u653e\u9001\u5831\u544a\u306e\u4e0b\u66f8\u304d\n```\n\n| \u5f79\u5272 | \u60f3\u5b9a\u3059\u308b\u88fd\u54c1 | \u4ee3\u66ff\u5019\u88dc |\n|:--|:--|:--|\n| \u51e6\u7406 | Azure AI Speech\uff08\u9ad8\u901f\u6587\u5b57\u8d77\u3053\u3057\u3001\u30d5\u30ec\u30fc\u30ba\u30ea\u30b9\u30c8\u3001\u5358\u8a9e\u3054\u3068\u306e\u6642\u523b\uff09 | Google Cloud Speech-to-Text\u3001Amazon Transcribe |\n| \u5dee\u7570\u8a08\u7b97 | Python\uff08difflib \u306e SequenceMatcher\uff09 | \u6587\u5b57\u5358\u4f4d\u306e\u5dee\u5206\u3092\u53d6\u308b\u4ed6\u306e\u30e9\u30a4\u30d6\u30e9\u30ea |\n| \u751f\u6210AI | Azure OpenAI\uff08Microsoft Foundry\uff09\uff08\u69cb\u9020\u5316\u51fa\u529b\u3067\u5dee\u7570\u3092\u5206\u985e\u3059\u308b\uff09 | Claude API\u3001Gemini API |\n| \u9023\u643a | Azure Functions\uff08\u30d5\u30a1\u30a4\u30eb\u306e\u76e3\u8996\u3001\u653e\u9001\u78ba\u8a8d\u66f8\u3068\u306e\u7d50\u3073\u3064\u3051\u3001\u5831\u544a\u306e\u4e0b\u66f8\u304d\uff09 | Azure Logic Apps |\n\n**\u51fa\u7a3f\u306e\u7ba1\u7406\u8868\u3068\u653e\u9001\u5831\u544a\u306e\u69d8\u5f0f\u306f\u3001\u65b0\u3057\u304f\u8db3\u3059\u3082\u306e\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002** \u8db3\u3059\u306e\u306f\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\u306e\u76e3\u8996\u3001\u97f3\u58f0\u8a8d\u8b58\u3001\u5dee\u7570\u306e\u8a08\u7b97\u3068\u5206\u985e\u3001\u78ba\u8a8d\u306e\u4e00\u89a7\u3067\u3059\u3002**\u6700\u521d\u306e\u6e96\u5099\u306f\u3001\u539f\u7a3f\u3054\u3068\u306b\u300c\u91cd\u8981\u306a\u8a9e\u300d\u306e\u4e00\u89a7\u3092\u6301\u305f\u305b\u308b\u3053\u3068\u3067\u3059\u3002** 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\u30c8\u30ea\u30ac\u30fc\n\n**\u5c40\u3054\u3068\u306e\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\u306b\u3001\u653e\u9001\u78ba\u8a8d\u66f8\u304b\u9332\u97f3\u306e\u30d5\u30a1\u30a4\u30eb\u304c\u4fdd\u5b58\u3055\u308c\u305f\u3053\u3068\u3092\u8d77\u70b9\u306b\u3057\u307e\u3059\u3002** \u653e\u9001\u78ba\u8a8d\u66f8\u3068\u9332\u97f3\u306f\u5225\u3005\u306b\u5c4a\u304f\u3053\u3068\u304c\u3042\u308b\u306e\u3067\u3001**\u4e21\u65b9\u304c\u305d\u308d\u3063\u305f\u653e\u9001\u304b\u3089\u9806\u306b\u51e6\u7406\u3057\u307e\u3059\u3002** \u7247\u65b9\u3057\u304b\u7121\u3044\u653e\u9001\u306f\u3001\u5f85\u3061\u306e\u4e00\u89a7\u306b\u7f6e\u304d\u307e\u3059\u3002\n\n**\u653e\u9001\u306e\u7fcc\u55b6\u696d\u65e5\u306b\u306f\u7d50\u679c\u304c\u51fa\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002** 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|\n|:--|:--|:--|\n| \u653e\u9001\u306e\u9332\u97f3 | CM1\u672c\u3054\u3068\u3001\u307e\u305f\u306f\u756a\u7d44\u306e\u8a72\u5f53\u7b87\u6240\u306e\u97f3\u58f0\u30d5\u30a1\u30a4\u30eb | \u5c40\u3054\u3068\u306e\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0 |\n| \u653e\u9001\u78ba\u8a8d\u66f8 | \u5c40\u30fb\u756a\u7d44\u30fb\u653e\u9001\u65e5\u6642\u30fb\u67a0\u30fb\u7d20\u6750\u756a\u53f7 | \u5c40\u3054\u3068\u306e\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\uff08PDF\uff09 |\n| \u51fa\u7a3f\u306e\u5185\u5bb9 | \u5e83\u544a\u4e3b\u3001\u653e\u9001\u67a0\u3001\u751fCM\u304b\u5b8c\u6210\u3057\u305f\u7d20\u6750\u304b\u3001\u4f7f\u3046\u539f\u7a3f\u30fb\u7d20\u6750\u306e\u756a\u53f7\u3068\u671f\u9593 | \u51fa\u7a3f\u306e\u7ba1\u7406\u8868 |\n| \u539f\u7a3f | \u751fCM\u306e\u539f\u7a3f\u3001\u5b8c\u6210\u3057\u305f\u7d20\u6750\u306e\u539f\u7a3f\uff08\u65b0\u65e7\u306e\u4e21\u65b9\uff09 | \u51fa\u7a3f\u306e\u7ba1\u7406\u8868\u306b\u3072\u3082\u3065\u304f\u539f\u7a3f\u306e\u30d5\u30a1\u30a4\u30eb |\n| \u91cd\u8981\u306a\u8a9e\u306e\u4e00\u89a7 | \u793e\u540d\u3001\u5546\u54c1\u540d\u3001\u4fa1\u683c\u3001\u671f\u9593\u3001\u96fb\u8a71\u756a\u53f7\u3001URL\u3001\u6ce8\u610f\u66f8\u304d\u306e\u6587 | \u539f\u7a3f\u3054\u3068\u306b\u62c5\u5f53\u8005\u304c\u4ed8\u3051\u308b |\n\n**\u8cea\u3092\u6c7a\u3081\u308b\u306e\u306f\u3001\u91cd\u8981\u306a\u8a9e\u306e\u4e00\u89a7\u3068\u3001\u65b0\u65e7\u306e\u7d20\u6750\u306e\u539f\u7a3f\u3067\u3059\u3002** \u91cd\u8981\u306a\u8a9e\u304c\u6c7a\u307e\u3063\u3066\u3044\u306a\u3044\u3068\u3001\u5dee\u7570\u306e\u3069\u308c\u304c\u5e83\u544a\u4e3b\u306b\u3068\u3063\u3066\u56f0\u308b\u3082\u306e\u304b\u3092\u6c7a\u3081\u3089\u308c\u307e\u305b\u3093\u3002**\u5b8c\u6210\u3057\u305f\u7d20\u6750\u306e\u65b0\u65e7\u306e\u539f\u7a3f\u304c\u305d\u308d\u3063\u3066\u3044\u306a\u3044\u3068\u3001\u5dee\u3057\u66ff\u3048\u524d\u306e\u7d20\u6750\u304c\u6d41\u308c\u305f\u3053\u3068\u3092\u5224\u5b9a\u3067\u304d\u307e\u305b\u3093\u3002**\n\n**\u653e\u9001\u78ba\u8a8d\u66f8\u306ePDF\u306f\u3001\u8868\u306e\u884c\u3092\u8aad\u307f\u53d6\u3063\u3066\u4f7f\u3044\u307e\u3059\u3002** \u5c40\u3054\u3068\u306b\u69d8\u5f0f\u304c\u9055\u3046\u305f\u3081\u3001**\u5c40\u3054\u3068\u306b\u5217\u306e\u4e26\u3073\u3092\u6c7a\u3081\u305f\u8aad\u307f\u53d6\u308a\u306e\u8a2d\u5b9a\u3092\u4f5c\u308a\u307e\u3059\u3002** \u8aad\u307f\u53d6\u308a\u306b\u81ea\u4fe1\u306e\u306a\u3044\u884c\u306f\u3001\u62c5\u5f53\u8005\u304c\u51fa\u7a3f\u306e\u7ba1\u7406\u8868\u3068\u898b\u6bd4\u3079\u3066\u7d50\u3073\u3064\u3051\u307e\u3059\u3002\n\n### \u30c7\u30fc\u30bf\u306e\u53d6\u5f97\u65b9\u6cd5\n\n\u6587\u5b57\u8d77\u3053\u3057\u306f\u3001\u9ad8\u901f\u6587\u5b57\u8d77\u3053\u3057\u306eAPI\u306b\u97f3\u58f0\u3068\u305d\u306e\u5b9a\u7fa9\u3092\u9001\u308a\u307e\u3059\u3002\n\n| \u6307\u5b9a\u3059\u308b\u3082\u306e | \u5024 | \u7406\u7531 |\n|:--|:--|:--|\n| `locales` | `[\"ja-JP\"]` | \u8a00\u8a9e\u304c\u6c7a\u307e\u3063\u3066\u3044\u308b\u306e\u3067\u6307\u5b9a\u3059\u308b |\n| `phraseList` | \u5e83\u544a\u4e3b\u540d\u30fb\u5546\u54c1\u540d\u30fb\u5e97\u8217\u540d\u30fb\u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u540d | \u56fa\u6709\u540d\u8a5e\u306e\u805e\u304d\u9055\u3044\u3092\u6e1b\u3089\u3059 |\n| `profanityFilterMode` | `None` | \u65e2\u5b9a\u306f `Masked`\u3002**\u5e83\u544a\u306e\u6587\u8a00\u304c\u4f0f\u305b\u5b57\u306b\u3055\u308c\u308b\u306e\u3092\u907f\u3051\u308b** |\n| \u8fd4\u3063\u3066\u304f\u308b\u5024 | `phrases` \u306e\u6587\u3054\u3068\u306e\u6642\u523b\u30fb`confidence` \u3068\u3001`words` \u306e\u5358\u8a9e\u3054\u3068\u306e\u6642\u523b | \u5dee\u7570\u306e\u7b87\u6240\u306e\u6642\u523b\u3001\u805e\u304d\u53d6\u308c\u306a\u304b\u3063\u305f\u6587\u306e\u5370 |\n\n```\nPOST https:\/\/{\u30ea\u30bd\u30fc\u30b9\u540d}.cognitiveservices.azure.com\/speechtotext\/transcriptions:transcribe?api-version=2025-10-15\naudio      = \u653e\u9001ID\u3092\u540d\u524d\u306b\u3057\u305f\u97f3\u58f0\u30d5\u30a1\u30a4\u30eb\ndefinition = {\n  \"locales\": [\"ja-JP\"],\n  \"profanityFilterMode\": \"None\",\n  \"phraseList\": { \"phrases\": [\"<\u5e83\u544a\u4e3b\u540d>\", \"<\u5546\u54c1\u540d>\", \"<\u5e97\u8217\u540d>\",\n                              \"<\u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u540d>\"] }\n}\n```\n\n**`profanityFilterMode` \u3092 `None` \u306b\u3059\u308b\u306e\u306f\u3001\u7167\u5408\u306e\u305f\u3081\u3067\u3059\u3002** \u65e2\u5b9a\u306e `Masked` \u306e\u307e\u307e\u3060\u3068\u3001\u4e0d\u9069\u5207\u306a\u8a9e\u3068\u5224\u5b9a\u3055\u308c\u305f\u8a9e\u304c\u4f0f\u305b\u5b57\u306b\u306a\u308a\u3001**\u539f\u7a3f\u3068\u306e\u7167\u5408\u3067\u300c\u629c\u3051\u300d\u3068\u51fa\u307e\u3059\u3002** \u5e83\u544a\u306e\u6587\u8a00\u306f\u539f\u7a3f\u3067\u78ba\u304b\u3081\u3066\u3042\u308b\u306e\u3067\u3001\u4f0f\u305b\u5b57\u306b\u3059\u308b\u7406\u7531\u304c\u3042\u308a\u307e\u305b\u3093\u3002\n\n**\u30d5\u30ec\u30fc\u30ba\u30ea\u30b9\u30c8\u306f\u3001\u8a8d\u8b58\u306e\u76f4\u524d\u306b\u6e21\u3059\u8a9e\u53e5\u306e\u4e00\u89a7\u3067\u3001\u30e2\u30c7\u30eb\u306e\u5b66\u7fd2\u306f\u8981\u308a\u307e\u305b\u3093\u3002** 2,000\u8a9e\u53e5\u3092\u8d85\u3048\u306a\u3044\u3088\u3046\u306b\u3057\u3001\u9577\u3044\u307b\u3069\u54c1\u8cea\u3068\u5f85\u3061\u6642\u9593\u306b\u5f71\u97ff\u3059\u308b\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u305d\u306e\u653e\u9001\u306e\u5e83\u544a\u4e3b\u306e\u8a9e\u53e5\u3060\u3051\u3092\u6e21\u3057\u3001\u4fa1\u683c\u3084\u96fb\u8a71\u756a\u53f7\u306e\u6570\u5b57\u306f\u5165\u308c\u307e\u305b\u3093\u3002** \u6570\u5b57\u3092\u30d5\u30ec\u30fc\u30ba\u30ea\u30b9\u30c8\u306b\u5165\u308c\u308b\u3068\u3001\u539f\u7a3f\u306e\u6570\u5b57\u306b\u5bc4\u305b\u3066\u8a8d\u8b58\u3055\u308c\u3001\u8aad\u307f\u9055\u3044\u3092\u898b\u9003\u3059\u304a\u305d\u308c\u304c\u3042\u308b\u305f\u3081\u3067\u3059\u3002\n\n### \u524d\u51e6\u7406\n\n1. **\u6570\u5b57\u306e\u66f8\u304d\u65b9\u3092\u305d\u308d\u3048\u308b** \u2026 \u9ad8\u901f\u6587\u5b57\u8d77\u3053\u3057\u306e\u7d50\u679c\u306f\u8868\u793a\u5f62\u5f0f\uff08\u30c7\u30a3\u30b9\u30d7\u30ec\u30a4\u5f62\u5f0f\uff09\u3060\u3051\u3067\u8fd4\u308a\u307e\u3059\u3002\u300c\u5343\u4e5d\u767e\u516b\u5341\u5186\u300d\u300c1980\u5186\u300d\u300c1,980\u5186\u300d\u3092\u540c\u3058\u5f62\u306b\u305d\u308d\u3048\u307e\u3059\u3002**\u539f\u7a3f\u306e\u5074\u3082\u540c\u3058\u898f\u5247\u3067\u305d\u308d\u3048\u307e\u3059**\n2. **\u65e5\u4ed8\u3068\u671f\u9593\u306e\u66f8\u304d\u65b9\u3092\u305d\u308d\u3048\u308b** \u2026 \u300c10\u670831\u65e5\u300d\u300c\u5341\u6708\u4e09\u5341\u4e00\u65e5\u300d\u300c31\u65e5\u300d\u3092\u3001\u539f\u7a3f\u306e\u671f\u9593\u304b\u3089\u6708\u3092\u88dc\u308f\u305a\u306b\u3001\u8aad\u307e\u308c\u305f\u307e\u307e\u306e\u5f62\u3067\u305d\u308d\u3048\u307e\u3059\n3. **\u8a18\u53f7\u3068\u7a7a\u767d\u3092\u843d\u3068\u3059** \u2026 \u53e5\u8aad\u70b9\u3001\u304b\u304e\u62ec\u5f27\u3001\u5168\u89d2\u3068\u534a\u89d2\u306e\u9055\u3044\u3092\u843d\u3068\u3057\u3066\u304b\u3089\u6bd4\u3079\u307e\u3059\n4. **CM\u306e\u7bc4\u56f2\u3092\u6c7a\u3081\u308b** \u2026 \u756a\u7d44\u306e\u524d\u5f8c\u306e\u8a71\u304c\u5165\u3063\u3066\u3044\u308b\u9332\u97f3\u306f\u3001\u539f\u7a3f\u306e\u6700\u521d\u3068\u6700\u5f8c\u306e\u6587\u306b\u8fd1\u3044\u4f4d\u7f6e\u3067\u5207\u308a\u307e\u3059\n5. **\u805e\u304d\u53d6\u308c\u306a\u304b\u3063\u305f\u6587\u306b\u5370\u3092\u4ed8\u3051\u308b** \u2026 `confidence` \u304c\u3057\u304d\u3044\u5024\u3092\u4e0b\u56de\u308b\u6587\u3092 `low_confidence` \u306b\u3057\u307e\u3059\n\n**1\u756a\u76ee\u3092\u3001\u539f\u7a3f\u3068\u9332\u97f3\u306e\u4e21\u65b9\u306b\u540c\u3058\u898f\u5247\u3067\u884c\u3046\u306e\u304c\u8981\u3067\u3059\u3002** \u7247\u65b9\u3060\u3051\u3092\u305d\u308d\u3048\u308b\u3068\u3001**\u6570\u5b57\u304c\u5408\u3063\u3066\u3044\u308b\u306e\u306b\u5dee\u7570\u3068\u51fa\u308b\u304b\u3001\u9055\u3063\u3066\u3044\u308b\u306e\u306b\u4e00\u81f4\u3068\u51fa\u307e\u3059\u3002** \u898f\u5247\u306f\u4e2d\u7d99\u306e\u51e6\u7406\u306e\u4e2d\u306e1\u304b\u6240\u306b\u7f6e\u304d\u3001\u4e21\u65b9\u304b\u3089\u547c\u3073\u307e\u3059\u3002\n\n**2\u756a\u76ee\u3067\u6708\u3092\u88dc\u308f\u306a\u3044\u306e\u306f\u3001\u8aad\u307f\u9055\u3044\u3092\u6d88\u3055\u306a\u3044\u305f\u3081\u3067\u3059\u3002** \u30d1\u30fc\u30bd\u30ca\u30ea\u30c6\u30a3\u304c\u300c31\u65e5\u307e\u3067\u300d\u3068\u8aad\u3093\u3060\u306e\u3092\u3001\u539f\u7a3f\u306e\u300c10\u670831\u65e5\u307e\u3067\u300d\u306b\u5408\u308f\u305b\u3066\u88dc\u3046\u3068\u3001**\u6708\u3092\u8aad\u307f\u843d\u3068\u3057\u305f\u3053\u3068\u304c\u5206\u304b\u3089\u306a\u304f\u306a\u308a\u307e\u3059\u3002**\n\n### AI\u306b\u4f55\u3092\u3055\u305b\u308b\u306e\u304b\n\n**\u5dee\u7570\u305d\u306e\u3082\u306e\u306f\u3001AI\u306b\u898b\u3064\u3051\u3055\u305b\u307e\u305b\u3093\u3002** \u305d\u308d\u3048\u305f\u539f\u7a3f\u3068\u6587\u5b57\u8d77\u3053\u3057\u3092 Python \u306e difflib \u306e SequenceMatcher \u3067\u6bd4\u3079\u3001`get_opcodes()` \u304c\u8fd4\u3059 `replace` \uff0f `delete` \uff0f `insert` \u306e\u7b87\u6240\u3092\u5dee\u7570\u3068\u3057\u3066\u53d6\u308a\u51fa\u3057\u307e\u3059\u3002**\u6bd4\u3079\u308b\u6587\u5b57\u6570\u304c200\u3092\u8d85\u3048\u308b\u3068\u65e2\u5b9a\u306e\u81ea\u52d5\u306e\u9664\u5916\u304c\u50cd\u304f\u305f\u3081\u3001`autojunk=False` \u3092\u6307\u5b9a\u3057\u307e\u3059\u3002**\n\n**AI\u306b\u3055\u305b\u308b\u306e\u306f\u3001\u53d6\u308a\u51fa\u3057\u305f\u5dee\u7570\u306e1\u3064\u305a\u3064\u306b\u7a2e\u985e\u3092\u4ed8\u3051\u308b\u3053\u3068\u3060\u3051\u3067\u3059\u3002**\n\n| \u7a2e\u985e | \u5185\u5bb9 | \u62c5\u5f53\u8005\u306e\u6271\u3044 |\n|:--|:--|:--|\n| `key_term_error` | \u91cd\u8981\u306a\u8a9e\uff08\u793e\u540d\u30fb\u5546\u54c1\u540d\u30fb\u4fa1\u683c\u30fb\u671f\u9593\u30fb\u96fb\u8a71\u756a\u53f7\u30fbURL\uff09\u304c\u9055\u3046 | **\u5fc5\u305a\u805e\u304f** |\n| `omission` | \u539f\u7a3f\u306e\u6587\u3084\u6ce8\u610f\u66f8\u304d\u304c\u9332\u97f3\u306b\u7121\u3044 | **\u5fc5\u305a\u805e\u304f** |\n| `addition` | \u539f\u7a3f\u306b\u7121\u3044\u5185\u5bb9\u304c\u8db3\u3055\u308c\u3066\u3044\u308b\uff08\u4fa1\u683c\u3084\u6761\u4ef6\u3092\u542b\u3080\uff09 | \u4fa1\u683c\u30fb\u6761\u4ef6\u3092\u542b\u3081\u3070\u805e\u304f |\n| `wording` | \u610f\u5473\u306e\u5909\u308f\u3089\u306a\u3044\u8a00\u3044\u56de\u3057\u306e\u9055\u3044 | \u805e\u304b\u306a\u3044 |\n| `asr_suspect` | `low_confidence` \u306e\u6587\u306e\u4e2d\u306e\u5dee\u7570\u3067\u3001\u97f3\u304c\u4f3c\u3066\u3044\u308b\u8a9e | \u91cd\u8981\u306a\u8a9e\u306a\u3089\u805e\u304f |\n\n**`asr_suspect` \u3092\u5225\u306b\u7acb\u3066\u308b\u306e\u304c\u3001\u7b2c1\u7ae0\u306e\u300c\u805e\u304d\u9055\u3048\u300d\u3078\u306e\u7b54\u3048\u3067\u3059\u3002** \u539f\u7a3f\u306e\u300c\u3054\u6765\u5e97\u300d\u304c\u300c\u3054\u6765\u5c55\u300d\u3068\u51fa\u3066\u3044\u308c\u3070\u3001\u307b\u307c\u8a8d\u8b58\u306e\u8aa4\u308a\u3067\u3059\u3002**\u305f\u3060\u3057\u91cd\u8981\u306a\u8a9e\u306b\u5f53\u305f\u308b\u5dee\u7570\u306f\u3001`asr_suspect` \u3067\u3082\u62c5\u5f53\u8005\u304c\u805e\u304d\u307e\u3059\u3002** \u4fa1\u683c\u306e\u805e\u304d\u9055\u3044\u3068\u8aad\u307f\u9055\u3044\u306f\u3001\u6587\u5b57\u3067\u306f\u533a\u5225\u3067\u304d\u306a\u3044\u304b\u3089\u3067\u3059\u3002\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u653e\u9001\u306e\u8aa4\u308a\u304b\u3069\u3046\u304b\u306e\u78ba\u5b9a | \u9332\u97f3\u3092\u805e\u3044\u305f\u4eba\u304c\u6c7a\u3081\u308b |\n| \u539f\u7a3f\u306e\u6b63\u8aa4\u306e\u5224\u65ad | \u539f\u7a3f\u306f\u5e83\u544a\u4e3b\u304c\u78ba\u304b\u3081\u305f\u3082\u306e\u3002\u76f4\u3059\u306e\u306f\u5e83\u544a\u4e3b |\n| \u5c40\u3078\u306e\u88dc\u586b\u3084\u518d\u653e\u9001\u306e\u8981\u5426 | \u5c40\u3068\u306e\u5951\u7d04\u3068\u5e83\u544a\u4e3b\u306e\u610f\u5411\u3067\u6c7a\u3081\u308b |\n| \u5dee\u7570\u306e\u7b87\u6240\u306e\u8ffd\u52a0 | \u5dee\u7570\u306f difflib \u304c\u51fa\u3057\u305f\u3082\u306e\u3060\u3051 |\n| \u6587\u5b57\u8d77\u3053\u3057\u306e\u4fee\u6b63 | \u805e\u304d\u9055\u3044\u3092\u76f4\u3059\u3068\u3001\u8aad\u307f\u9055\u3044\u3082\u6d88\u3048\u308b |\n\n### \u30d7\u30ed\u30f3\u30d7\u30c8\u307e\u305f\u306f\u6307\u793a\u5185\u5bb9\u306e\u4f8b\n\n```\n\u3042\u306a\u305f\u306f\u5e83\u544a\u4f1a\u793e\u3067\u30e9\u30b8\u30aaCM\u306e\u653e\u9001\u3092\u78ba\u8a8d\u3059\u308b\u62c5\u5f53\u306e\u88dc\u52a9\u3067\u3059\u3002\n\u653e\u9001\u306e\u6587\u5b57\u8d77\u3053\u3057\u3068\u3001\u767a\u6ce8\u3057\u305f\u539f\u7a3f\u306e\u5dee\u7570\u306e\u4e00\u89a7\u3092\u53d7\u3051\u53d6\u308a\u3001\n\u5dee\u7570\u306e1\u3064\u305a\u3064\u306b\u7a2e\u985e\u3092\u4ed8\u3051\u3066\u304f\u3060\u3055\u3044\u3002\u5dee\u7570\u3092\u65b0\u3057\u304f\u63a2\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n\n\u3010CM\u306e\u7a2e\u5225\u3011{cm_type}\uff08live\uff1a\u751fCM\uff0frecorded\uff1a\u5b8c\u6210\u3057\u305f\u7d20\u6750\uff09\n\u3010\u91cd\u8981\u306a\u8a9e\u306e\u4e00\u89a7\u3011{key_terms}\n  \u793e\u540d\u3001\u5546\u54c1\u540d\u3001\u4fa1\u683c\u3001\u671f\u9593\u3001\u96fb\u8a71\u756a\u53f7\u3001URL\u3001\u6ce8\u610f\u66f8\u304d\u306e\u6587\n\n\u3010\u7a2e\u985e\u306e\u9078\u3073\u65b9\u3011\n- key_term_error \u2026 \u91cd\u8981\u306a\u8a9e\u306e\u4e00\u89a7\u306b\u3042\u308b\u8a9e\u304c\u3001\u6587\u5b57\u8d77\u3053\u3057\u3067\u9055\u3046\u8a9e\u30fb\u6570\u5b57\u306b\u306a\u3063\u3066\u3044\u308b\n- omission \u2026\u2026\u2026 \u539f\u7a3f\u306e\u6587\u3084\u6ce8\u610f\u66f8\u304d\u304c\u3001\u6587\u5b57\u8d77\u3053\u3057\u306b\u7121\u3044\n- addition \u2026\u2026\u2026 \u539f\u7a3f\u306b\u7121\u3044\u5185\u5bb9\u304c\u8db3\u3055\u308c\u3066\u3044\u308b\n- wording \u2026\u2026\u2026 \u610f\u5473\u304c\u5909\u308f\u3089\u306a\u3044\u8a00\u3044\u56de\u3057\u306e\u9055\u3044\uff08\u8a9e\u9806\u3001\u52a9\u8a5e\u3001\u300c\u3067\u3059\u300d\u3068\u300c\u3067\u3054\u3056\u3044\u307e\u3059\u300d\u306a\u3069\uff09\n- asr_suspect \u2026 low_confidence \u306e\u6587\u306e\u4e2d\u3067\u3001\u97f3\u304c\u4f3c\u3066\u3044\u308b\u5225\u306e\u8a9e\u306b\u306a\u3063\u3066\u3044\u308b\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u91cd\u8981\u306a\u8a9e\u306b\u5f53\u305f\u308b\u5dee\u7570\u306f\u3001\u97f3\u304c\u4f3c\u3066\u3044\u3066\u3082 key_term_error \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n  asr_suspect \u306b\u3057\u3066\u3088\u3044\u306e\u306f\u3001\u91cd\u8981\u306a\u8a9e\u306b\u5f53\u305f\u3089\u306a\u3044\u5dee\u7570\u3060\u3051\u3067\u3059\u3002\n- \u4fa1\u683c\u30fb\u65e5\u4ed8\u30fb\u96fb\u8a71\u756a\u53f7\u306e\u6570\u5b57\u304c1\u6841\u3067\u3082\u9055\u3048\u3070 key_term_error \u3067\u3059\u3002\n- \u8db3\u3055\u308c\u305f\u5185\u5bb9\u306b\u4fa1\u683c\u30fb\u5272\u5f15\u30fb\u671f\u9593\u30fb\u6761\u4ef6\u304c\u542b\u307e\u308c\u308b\u5834\u5408\u306f\u3001addition \u306b\u3057\u3066\n  has_condition \u3092 true \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u539f\u7a3f\u304c\u6b63\u3057\u3044\u304b\u3001\u653e\u9001\u304c\u6b63\u3057\u3044\u304b\u3092\u5224\u65ad\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u8ff7\u3063\u305f\u3068\u304d\u306b wording \u3092\u9078\u3070\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u5404\u5dee\u7570\u306b\u3001\u5dee\u7570\u306e\u756a\u53f7 diff_id \u3068\u3001\u6839\u62e0\u306b\u3057\u305f\u6587\u5b57\u8d77\u3053\u3057\u306e\u6587\u756a\u53f7\u3092\u4ed8\u3051\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u5dee\u7570\u306e\u4e00\u89a7\uff08diff_id\u30fb\u539f\u7a3f\u5074\u30fb\u6587\u5b57\u8d77\u3053\u3057\u5074\u30fb\u6587\u756a\u53f7\u30fblow_confidence\uff09\u3011{diffs}\n\u3010\u539f\u7a3f\u306e\u5168\u6587\u3011{script}\n```\n\n**\u300c\u8ff7\u3063\u305f\u3068\u304d\u306b wording \u3092\u9078\u3070\u306a\u3044\u300d\u3092\u660e\u8a18\u3057\u306a\u3044\u3068\u3001\u751fCM\u306e\u5dee\u7570\u3092\u307e\u3068\u3081\u3066\u8a00\u3044\u56de\u3057\u306e\u9055\u3044\u306b\u3057\u307e\u3059\u3002** \u751fCM\u306f\u539f\u7a3f\u3068\u305a\u308c\u3066\u3044\u308b\u306e\u304c\u666e\u901a\u306a\u306e\u3067\u3001**\u751f\u6210AI\u306f\u300c\u3088\u304f\u3042\u308b\u5d29\u3057\u300d\u3068\u3057\u3066\u6d41\u3057\u304c\u3061\u3067\u3059\u3002** \u8ff7\u3063\u305f\u3082\u306e\u304c\u805e\u304f\u5074\u306b\u5bc4\u308b\u3088\u3046\u306b\u3057\u3066\u304a\u304d\u307e\u3059\u3002\n\n**\u91cd\u8981\u306a\u8a9e\u3092 `asr_suspect` \u306b\u3055\u305b\u306a\u3044\u306e\u306f\u3001\u805e\u304d\u9055\u3044\u306e\u5224\u5b9a\u304c\u697d\u89b3\u306b\u50be\u304f\u304b\u3089\u3067\u3059\u3002** \u300c1,890\u5186\u300d\u304c\u8a8d\u8b58\u306e\u8aa4\u308a\u304b\u8aad\u307f\u9055\u3044\u304b\u306f\u3001**AI\u306b\u3082\u5206\u304b\u308a\u307e\u305b\u3093\u3002\u5206\u304b\u3089\u306a\u3044\u3082\u306e\u306f\u4eba\u304c\u805e\u304d\u307e\u3059\u3002**\n\n### \u51fa\u529b\u5f62\u5f0f\n\n**\u6b21\u306e\u5f62\u306eJSON\u3067\u53d7\u3051\u53d6\u308a\u307e\u3059\u3002** Azure OpenAI \u306e\u69cb\u9020\u5316\u51fa\u529b\u3067\u3001\u3053\u306e\u30b9\u30ad\u30fc\u30de\u306b\u5f93\u308f\u305b\u307e\u3059\u3002\n\n```json\n{\n  \"broadcast_id\": \"\",\n  \"cm_type\": \"live | recorded\",\n  \"diffs\": [\n    { \"diff_id\": 0,\n      \"category\": \"key_term_error | omission | addition | wording | asr_suspect\",\n      \"key_term\": null, \"has_condition\": false,\n      \"sentence_id\": 0 }\n  ],\n  \"version_match\": null\n}\n```\n\n**\u69cb\u9020\u5316\u51fa\u529b\u3067\u306f\u3001\u3059\u3079\u3066\u306e\u9805\u76ee\u3092\u5fc5\u9808\u306b\u3057\u3001\u7701\u7565\u3057\u305f\u3044\u3082\u306e\u306f `null` \u3068\u306e\u5171\u7528\u4f53\u578b\u3067\u8868\u3057\u307e\u3059\u3002** \u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u306b\u306f `additionalProperties: false` \u304c\u5fc5\u8981\u3067\u3059\u3002**`version_match` \u306f\u5b8c\u6210\u3057\u305f\u7d20\u6750\u306eCM\u3060\u3051\u306b\u4f7f\u3044\u3001\u751fCM\u3067\u306f `null` \u306b\u3057\u307e\u3059\u3002**\n\n**\u5b8c\u6210\u3057\u305f\u7d20\u6750\u306eCM\u306e\u65b0\u65e7\u306e\u5224\u5b9a\u306f\u3001\u898f\u5247\u3067\u884c\u3044\u307e\u3059\u3002** \u6587\u5b57\u8d77\u3053\u3057\u3092\u65b0\u65e7\u306e\u539f\u7a3f\u306e\u305d\u308c\u305e\u308c\u3068 SequenceMatcher \u3067\u6bd4\u3079\u3001`ratio()` \u306e\u5024\u3068\u91cd\u8981\u306a\u8a9e\u306e\u4e00\u81f4\u3092\u898b\u307e\u3059\u3002\n\n| \u5224\u5b9a | \u6761\u4ef6 | \u78ba\u8a8d\u306e\u4e00\u89a7\u3067\u306e\u6271\u3044 |\n|:--|:--|:--|\n| `current` | \u65b0\u3057\u3044\u539f\u7a3f\u306e\u91cd\u8981\u306a\u8a9e\u304c\u3059\u3079\u3066\u4e00\u81f4 | \u4e00\u89a7\u3067\u6d41\u3057\u898b\u308b |\n| `previous` | \u53e4\u3044\u539f\u7a3f\u306e\u91cd\u8981\u306a\u8a9e\u306b\u4e00\u81f4\u3057\u3001\u65b0\u3057\u3044\u539f\u7a3f\u3068\u9055\u3046 | **\u5dee\u3057\u66ff\u3048\u524d\u306e\u7d20\u6750\u306e\u653e\u9001\u3068\u3057\u3066\u5fc5\u305a\u805e\u304f** |\n| `unknown` | \u3069\u3061\u3089\u3068\u3082\u91cd\u8981\u306a\u8a9e\u304c\u4e00\u81f4\u3057\u306a\u3044 | \u62c5\u5f53\u8005\u304c\u805e\u3044\u3066\u7d20\u6750\u3092\u78ba\u304b\u3081\u308b |\n\n**\u4e2d\u7d99\u306e\u51e6\u7406\u306f\u3001\u78ba\u8a8d\u306e\u4e00\u89a7\u306b\u6642\u523b\u3092\u4ed8\u3051\u307e\u3059\u3002** \u5dee\u7570\u306e\u7b87\u6240\u306e\u5358\u8a9e\u306e `offsetMilliseconds` \u304b\u3089\u3001\u524d\u5f8c2\u79d2\u3092\u542b\u3080\u518d\u751f\u306e\u7bc4\u56f2\u3092\u4f5c\u308a\u307e\u3059\u3002**\u62c5\u5f53\u8005\u306f\u4e00\u89a7\u306e\u884c\u3092\u62bc\u3059\u3068\u3001\u305d\u306e\u6570\u79d2\u3060\u3051\u3092\u805e\u3051\u307e\u3059\u3002**\n\n\u78ba\u8a8d\u306e\u4e00\u89a7\u306e\u884c\u306f\u3001\u6b21\u306e\u3088\u3046\u306a\u5f62\u306b\u306a\u308a\u307e\u3059\u3002\n\n| \u653e\u9001 | \u7a2e\u985e | \u539f\u7a3f | \u6587\u5b57\u8d77\u3053\u3057 | \u518d\u751f\u306e\u7bc4\u56f2 |\n|:--|:--|:--|:--|:--|\n| A\u5c40 \u571f\u66dc 9:40 \u751fCM | `key_term_error`\uff08\u4fa1\u683c\uff09 | 1,980\u5186 | 1,890\u5186 | 00:12.4\u301c00:16.1 |\n| A\u5c40 \u571f\u66dc 9:40 \u751fCM | `omission` | \u4fa1\u683c\u306f\u7a0e\u8fbc\u3067\u3059\u3002 | \uff08\u306a\u3057\uff09 | 00:18.0\u301c00:22.0 |\n| B\u5c40 \u65e5\u66dc 17:20 \u7d20\u6750 | `previous` | 11\u67083\u65e5\u307e\u3067 | 10\u670831\u65e5\u307e\u3067 | 00:09.2\u301c00:13.5 |\n\n**1\u884c\u76ee\u30683\u884c\u76ee\u306f\u3001\u3069\u3061\u3089\u3082\u6570\u5b57\u306e\u9055\u3044\u3067\u3059\u304c\u3001\u610f\u5473\u304c\u9055\u3044\u307e\u3059\u3002** 1\u884c\u76ee\u306f\u8aad\u307f\u9055\u3044\u304b\u805e\u304d\u9055\u3044\u304b\u3092\u805e\u3044\u3066\u6c7a\u3081\u308b\u3082\u306e\u30013\u884c\u76ee\u306f\u7d20\u6750\u306e\u53d6\u308a\u9055\u3048\u3067\u3001**\u540c\u3058\u67a0\u306e\u305d\u306e\u5f8c\u306e\u653e\u9001\u3082\u3059\u3079\u3066\u78ba\u304b\u3081\u308b\u3082\u306e\u3067\u3059\u3002**\n\n### \u30b7\u30b9\u30c6\u30e0\u9023\u643a\n\n| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u5c40\u3054\u3068\u306e\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0 | \u4e2d\u7d99\u306e\u51e6\u7406\u306e\u76e3\u8996 | \u653e\u9001\u78ba\u8a8d\u66f8\u3068\u9332\u97f3\u306e\u30d5\u30a1\u30a4\u30eb\u306e\u4fdd\u5b58\u3092\u691c\u77e5\u3059\u308b |\n| \u51fa\u7a3f\u306e\u7ba1\u7406\u8868 | \u8aad\u307f\u53d6\u308a | \u653e\u9001\u67a0\u3001\u539f\u7a3f\u30fb\u7d20\u6750\u306e\u756a\u53f7\u3001\u91cd\u8981\u306a\u8a9e\u3001\u5dee\u3057\u66ff\u3048\u306e\u65e5 |\n| Azure AI Speech | API\u547c\u3073\u51fa\u3057 | \u6587\u3068\u5358\u8a9e\u3054\u3068\u306e\u6642\u523b\u30fb\u4fe1\u983c\u5ea6\u3064\u304d\u306e\u6587\u5b57\u8d77\u3053\u3057 |\n| Azure OpenAI | API\u547c\u3073\u51fa\u3057\uff08\u69cb\u9020\u5316\u51fa\u529b\uff09 | \u5dee\u7570\u306e\u7a2e\u985e |\n| \u78ba\u8a8d\u306e\u4e00\u89a7 | \u4e2d\u7d99\u306e\u51e6\u7406\u304c\u4f5c\u308b\u753b\u9762 | \u6642\u523b\u3064\u304d\u306e\u5dee\u7570\u3068\u3001\u518d\u751f\u306e\u7bc4\u56f2 |\n| \u653e\u9001\u5831\u544a | \u78ba\u5b9a\u5f8c\u306b\u4e0b\u66f8\u304d\u3092\u4f5c\u308b | \u5e83\u544a\u4e3b\u3054\u3068\u306e\u653e\u9001\u65e5\u6642\u30fb\u67a0\u30fb\u7d20\u6750\u30fb\u78ba\u8a8d\u7d50\u679c\u30fb\u5bfe\u5fdc |\n\n**\u51fa\u7a3f\u306e\u7ba1\u7406\u8868\u306b\u306f\u66f8\u304d\u8fbc\u307f\u307e\u305b\u3093\u3002** \u78ba\u8a8d\u306e\u7d50\u679c\u306f\u78ba\u8a8d\u306e\u4e00\u89a7\u3068\u653e\u9001\u5831\u544a\u306e\u5074\u306b\u6b8b\u3057\u3001**\u51fa\u7a3f\u306e\u7ba1\u7406\u8868\u306f\u767a\u6ce8\u306e\u8a18\u9332\u3068\u3057\u3066\u5909\u3048\u305a\u306b\u304a\u304d\u307e\u3059\u3002**\n\n**\u5c40\u3078\u306e\u78ba\u8a8d\u3068\u5bfe\u5fdc\u306e\u4f9d\u983c\u306f\u3001\u62c5\u5f53\u8005\u304c\u9001\u308a\u307e\u3059\u3002** \u4f9d\u983c\u306e\u6587\u9762\u306e\u4e0b\u66f8\u304d\u306f\u51fa\u3057\u307e\u3059\u304c\u3001**\u88dc\u586b\u3084\u518d\u653e\u9001\u3092\u6c42\u3081\u308b\u304b\u3069\u3046\u304b\u306f\u3001\u5c40\u3068\u306e\u53d6\u308a\u6c7a\u3081\u3068\u5e83\u544a\u4e3b\u306e\u610f\u5411\u3067\u6c7a\u307e\u308b\u304b\u3089\u3067\u3059\u3002**\n\n### \u4eba\u9593\u306e\u78ba\u8a8d\n\n**\u4eba\u304c\u805e\u304f\u306e\u306f\u3001\u78ba\u8a8d\u306e\u4e00\u89a7\u306b\u8f09\u3063\u305f\u7b87\u6240\u3060\u3051\u3067\u3059\u3002** \u6b21\u306e\u9806\u306b\u898b\u307e\u3059\u3002\n\n1. **`previous` \u3092\u5148\u306b\u898b\u308b** \u2026 \u5dee\u3057\u66ff\u3048\u524d\u306e\u7d20\u6750\u306e\u653e\u9001\u306f\u3001\u540c\u3058\u8aa4\u308a\u304c\u7d9a\u3044\u3066\u3044\u308b\u304a\u305d\u308c\u304c\u3042\u308a\u307e\u3059\u3002**\u305d\u306e\u65e5\u4ee5\u964d\u306e\u540c\u3058\u67a0\u3082\u307e\u3068\u3081\u3066\u78ba\u304b\u3081\u307e\u3059**\n2. **`key_term_error` \u3068 `omission` \u3092\u805e\u304f** \u2026 \u8a72\u5f53\u306e\u6570\u79d2\u3092\u805e\u304d\u3001\u653e\u9001\u306e\u8aa4\u308a\u304b\u3001\u97f3\u58f0\u8a8d\u8b58\u306e\u8aa4\u308a\u304b\u3092\u6c7a\u3081\u307e\u3059\n3. **`addition` \u3067\u6761\u4ef6\u3092\u542b\u3080\u3082\u306e\u3092\u805e\u304f** \u2026 \u539f\u7a3f\u306b\u7121\u3044\u5272\u5f15\u3084\u671f\u9593\u304c\u8db3\u3055\u308c\u3066\u3044\u306a\u3044\u304b\u3092\u78ba\u304b\u3081\u307e\u3059\n4. **\u7d50\u679c\u3092\u78ba\u5b9a\u3059\u308b** \u2026 \u653e\u9001\u306e\u8aa4\u308a\u3068\u6c7a\u3081\u305f\u3082\u306e\u306b\u3001\u5c40\u3078\u306e\u4f9d\u983c\u306e\u8981\u5426\u3092\u4ed8\u3051\u307e\u3059\n\n**\u78ba\u8a8d\u306e\u753b\u9762\u306b\u306f\u3001\u539f\u7a3f\u3068\u6587\u5b57\u8d77\u3053\u3057\u3092\u4e26\u3079\u3001\u5dee\u7570\u306e\u7b87\u6240\u306b\u8272\u3092\u4ed8\u3051\u307e\u3059\u3002** \u805e\u304f\u524d\u306b\u4f55\u304c\u9055\u3046\u306e\u304b\u304c\u5206\u304b\u3063\u3066\u3044\u308c\u3070\u3001**\u6570\u79d2\u306e\u518d\u751f\u3067\u5224\u65ad\u304c\u3064\u304d\u307e\u3059\u3002**\n\n**`wording` \u3092\u5168\u90e8\u805e\u304d\u76f4\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u805e\u304d\u76f4\u3059\u904b\u7528\u306b\u3059\u308b\u3068\u3001\u7b2c10\u7ae0\u306e1\u5206\u306b\u306f\u53ce\u307e\u308a\u307e\u305b\u3093\u3002**\u6700\u521d\u306e1\u304b\u6708\u3060\u3051\u3001`wording` \u304b\u3089\u7121\u4f5c\u70ba\u306b1\u5272\u3092\u9078\u3093\u3067\u805e\u304d\u3001\u8aa4\u3063\u3066\u8a00\u3044\u56de\u3057\u306e\u9055\u3044\u306b\u3055\u308c\u305f\u91cd\u8981\u306a\u5dee\u7570\u304c\u7121\u3044\u304b\u3092\u78ba\u304b\u3081\u307e\u3059\u3002**\n\n### \u4f8b\u5916\u51e6\u7406\n\n| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u9332\u97f3\u304c\u5c4a\u304b\u306a\u3044 | 3\u55b6\u696d\u65e5\u3067\u5c40\u3078\u306e\u50ac\u4fc3\u306e\u5019\u88dc\u306b\u3002**\u653e\u9001\u78ba\u8a8d\u66f8\u3060\u3051\u3067\u300c\u78ba\u8a8d\u6e08\u307f\u300d\u306b\u3057\u306a\u3044** |\n| \u653e\u9001\u78ba\u8a8d\u66f8\u306e\u884c\u3068\u9332\u97f3\u304c\u7d50\u3073\u3064\u304b\u306a\u3044 | \u62c5\u5f53\u8005\u304c\u51fa\u7a3f\u306e\u7ba1\u7406\u8868\u3068\u898b\u6bd4\u3079\u3066\u7d50\u3073\u3064\u3051\u308b |\n| \u756a\u7d44\u306e\u8a71\u304c\u9577\u304f\u5165\u3063\u3066\u3044\u3066CM\u306e\u7bc4\u56f2\u304c\u6c7a\u307e\u3089\u306a\u3044 | \u62c5\u5f53\u8005\u304c\u7bc4\u56f2\u3092\u6307\u5b9a\u3059\u308b |\n| BGM\u304c\u5927\u304d\u304f `low_confidence` \u306e\u6587\u304c\u591a\u3044 | \u91cd\u8981\u306a\u8a9e\u3092\u542b\u3080\u6587\u306f\u62c5\u5f53\u8005\u304c\u805e\u304f |\n| \u65b0\u65e7\u3069\u3061\u3089\u306e\u7d20\u6750\u3068\u3082\u5408\u308f\u306a\u3044 | `unknown`\u3002\u5c40\u306b\u653e\u9001\u3057\u305f\u7d20\u6750\u306e\u756a\u53f7\u3092\u78ba\u304b\u3081\u308b |\n| \u751fCM\u3067\u539f\u7a3f\u306b\u7121\u3044\u4fa1\u683c\u3084\u5272\u5f15\u304c\u8aad\u307e\u308c\u305f | `addition` \u3067 `has_condition`\u3002**\u5e83\u544a\u4e3b\u306b\u78ba\u304b\u3081\u308b** |\n| \u9ad8\u901f\u6587\u5b57\u8d77\u3053\u3057\u304c429\u3092\u8fd4\u3059 | \u516c\u5f0f\u306e\u6848\u5185\u306b\u6cbf\u3063\u3066\u9593\u9694\u3092\u7a7a\u3051\u3066\u518d\u9001\u3059\u308b |\n| \u539f\u7a3f\u306e\u30d5\u30a1\u30a4\u30eb\u304c\u898b\u3064\u304b\u3089\u306a\u3044 | \u7167\u5408\u305b\u305a\u306b\u62c5\u5f53\u8005\u3078\u3002\u51fa\u7a3f\u306e\u7ba1\u7406\u8868\u306e\u539f\u7a3f\u306e\u3072\u3082\u3065\u3051\u3092\u76f4\u3059 |\n\n**\u4e0a\u304b\u30896\u884c\u76ee\u306f\u3001\u653e\u9001\u306e\u8aa4\u308a\u3068\u3057\u3066\u898b\u843d\u3068\u3055\u308c\u3084\u3059\u3044\u3082\u306e\u3067\u3059\u3002** \u30d1\u30fc\u30bd\u30ca\u30ea\u30c6\u30a3\u306e\u5584\u610f\u306e\u4e00\u8a00\u3067\u3082\u3001**\u5e83\u544a\u4e3b\u304c\u51fa\u3057\u3066\u3044\u306a\u3044\u5272\u5f15\u306f\u3001\u5e97\u8217\u3067\u306e\u8aac\u660e\u306e\u624b\u9593\u3092\u751f\u307f\u307e\u3059\u3002** \u539f\u7a3f\u306b\u7121\u3044\u3053\u3068\u3092\u8db3\u3057\u305f\u304b\u3069\u3046\u304b\u3082\u3001\u78ba\u8a8d\u306e\u5bfe\u8c61\u306b\u3057\u307e\u3059\u3002\n\n### \u4fdd\u5b58\u30fb\u30ed\u30b0\n\n- \u5143\u306e\u9332\u97f3\u306e\u30d5\u30a1\u30a4\u30eb\u3068\u653e\u9001\u78ba\u8a8d\u66f8\u3001\u53d7\u3051\u53d6\u3063\u305f\u65e5\u6642\n- \u6587\u5b57\u8d77\u3053\u3057\u306e\u5168\u6587\u3068\u3001\u6587\u3068\u5358\u8a9e\u3054\u3068\u306e\u6642\u523b\u30fb\u4fe1\u983c\u5ea6\n- \u305d\u308d\u3048\u305f\u5f8c\u306e\u539f\u7a3f\u3068\u6587\u5b57\u8d77\u3053\u3057\u3001difflib \u304c\u51fa\u3057\u305f\u5dee\u7570\u306e\u4e00\u89a7\n- \u751f\u6210AI\u306e\u5206\u985e\u3068\u3001\u62c5\u5f53\u8005\u304c\u78ba\u5b9a\u3057\u305f\u7d50\u679c\uff08\u653e\u9001\u306e\u8aa4\u308a\uff0f\u97f3\u58f0\u8a8d\u8b58\u306e\u8aa4\u308a\uff09\n- \u5c40\u3078\u306e\u4f9d\u983c\u3068\u3001\u305d\u306e\u56de\u7b54\u30fb\u5bfe\u5fdc\n- \u5e83\u544a\u4e3b\u3078\u9001\u3063\u305f\u653e\u9001\u5831\u544a\n\n**4\u3064\u76ee\u3067\u300c\u97f3\u58f0\u8a8d\u8b58\u306e\u8aa4\u308a\u300d\u3068\u78ba\u5b9a\u3057\u305f\u4ef6\u6570\u306f\u3001\u30d5\u30ec\u30fc\u30ba\u30ea\u30b9\u30c8\u3092\u76f4\u3059\u6750\u6599\u306b\u306a\u308a\u307e\u3059\u3002** \u7279\u5b9a\u306e\u5e97\u8217\u540d\u304c\u3044\u3064\u3082\u805e\u304d\u9055\u3048\u3089\u308c\u308b\u306a\u3089\u3001**\u305d\u306e\u8a9e\u3092\u30d5\u30ec\u30fc\u30ba\u30ea\u30b9\u30c8\u306b\u8db3\u3057\u307e\u3059\u3002**\n\n**\u9332\u97f3\u306e\u4fdd\u5b58\u306e\u671f\u9593\u306f\u3001\u5c40\u3068\u306e\u53d6\u308a\u6c7a\u3081\u306b\u5408\u308f\u305b\u307e\u3059\u3002** \u653e\u9001\u306e\u9332\u97f3\u306f\u5c40\u304b\u3089\u53d7\u3051\u53d6\u3063\u305f\u3082\u306e\u3067\u3001**\u4f7f\u3063\u3066\u3088\u3044\u7bc4\u56f2\u3068\u671f\u9593\u306f\u5951\u7d04\u3067\u6c7a\u307e\u3063\u3066\u3044\u307e\u3059\u3002**","minimal_setup":"1. \u5148\u6708\u306e\u653e\u9001\u304b\u3089\u3001\u751fCM\u309215\u672c\u3001\u5b8c\u6210\u3057\u305f\u7d20\u6750\u306eCM\u309215\u672c\u9078\u3076\uff08**\u8aa4\u308a\u304c\u3042\u3063\u305f\u3068\u5206\u304b\u3063\u3066\u3044\u308b\u3082\u306e\u3001\u5dee\u3057\u66ff\u3048\u306e\u3042\u3063\u305f\u5e83\u544a\u4e3b\u306e\u3082\u306e\u3092\u5165\u308c\u308b**\uff09\n2. \u305d\u306e30\u672c\u306e\u539f\u7a3f\u3068\u3001\u5f53\u6642\u306e\u78ba\u8a8d\u306e\u30e1\u30e2\u3092\u7528\u610f\u3059\u308b\n3. \u9332\u97f3\u3092 Speech Studio \u306a\u3069\u3067\u6587\u5b57\u306b\u3057\u3001\u539f\u7a3f\u3068\u4e00\u7dd2\u306b\u624b\u5143\u306eAI\u30b5\u30fc\u30d3\u30b9\u306b\u8cbc\u308a\u4ed8\u3051\u308b\n4. \u300c\u3053\u306e\u539f\u7a3f\u3068\u653e\u9001\u306e\u6587\u5b57\u8d77\u3053\u3057\u3092\u6bd4\u3079\u3001\u793e\u540d\u30fb\u5546\u54c1\u540d\u30fb\u4fa1\u683c\u30fb\u671f\u9593\u30fb\u96fb\u8a71\u756a\u53f7\u306e\u9055\u3044\u3068\u3001\u539f\u7a3f\u306e\u6587\u306e\u629c\u3051\u3092\u6319\u3052\u3066\u304f\u3060\u3055\u3044\u3002\u8a00\u3044\u56de\u3057\u306e\u9055\u3044\u306f\u5225\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u300d\u3068\u6307\u793a\u3059\u308b\n5. \u6319\u304c\u3063\u305f\u9055\u3044\u3092\u3001\u5f53\u6642\u306e\u30e1\u30e2\u3068\u9332\u97f3\u3067\u7a81\u304d\u5408\u308f\u305b\u308b\n\n**30\u672c\u306f\u5fc5\u305a\u3084\u3063\u3066\u304f\u3060\u3055\u3044\u3002** \u5dee\u7570\u306e\u8a08\u7b97\u3068\u5206\u985e\u3092\u7d44\u3080\u524d\u306b\u3001**\u300c\u6570\u5b57\u306e\u9055\u3044\u3092\u62fe\u3048\u308b\u304b\u300d\u3068\u300c\u8a00\u3044\u56de\u3057\u306e\u9055\u3044\u306b\u57cb\u3082\u308c\u306a\u3044\u304b\u300d**\u3092\u78ba\u304b\u3081\u307e\u3059\u3002\n\n| \u51fa\u3066\u304d\u305f\u5185\u5bb9 | \u5224\u65ad |\n|:--|:--|\n| \u5f53\u6642\u306e\u78ba\u8a8d\u3068\u540c\u3058\u8aa4\u308a\u304c\u6319\u304c\u3063\u305f | **\u5dee\u7570\u306e\u8a08\u7b97\u3068\u78ba\u8a8d\u306e\u4e00\u89a7\u306e\u69cb\u7bc9\u306b\u9032\u3080** |\n| \u8a00\u3044\u56de\u3057\u306e\u9055\u3044\u304c\u591a\u3059\u304e\u3066\u8aa4\u308a\u304c\u57cb\u3082\u308c\u305f | \u5dee\u7570\u306e\u8a08\u7b97\u3068\u5206\u985e\u3092\u5206\u3051\u308c\u3070\u76f4\u308b\u3002**\u69cb\u6210\u306f\u6709\u52b9** |\n| \u4fa1\u683c\u304c\u539f\u7a3f\u3069\u304a\u308a\u306a\u306e\u306b\u9055\u3044\u3068\u51fa\u305f | **\u6570\u5b57\u306e\u66f8\u304d\u65b9\u3092\u305d\u308d\u3048\u308b\u898f\u5247\u304c\u5148\u3002** AI\u306e\u554f\u984c\u3067\u306f\u306a\u3044 |\n\n**3\u884c\u76ee\u306f\u307b\u307c\u5fc5\u305a\u51fa\u307e\u3059\u3002** \u6587\u5b57\u8d77\u3053\u3057\u306e\u6570\u5b57\u306e\u66f8\u304d\u65b9\u3068\u539f\u7a3f\u306e\u66f8\u304d\u65b9\u304c\u305d\u308d\u3063\u3066\u3044\u306a\u3044\u304b\u3089\u3067\u3059\u3002**\u3053\u306e30\u672c\u3067\u3001\u305d\u308d\u3048\u308b\u898f\u5247\u306e\u4f8b\u5916\u3092\u96c6\u3081\u3066\u304a\u304f\u3068\u3001\u672c\u756a\u306e\u8aa4\u691c\u77e5\u304c\u6e1b\u308a\u307e\u3059\u3002**","minimal_setup_short":"\u9332\u97f3\u3092\u624b\u3067\u6587\u5b57\u306b\u3057\u3001\u539f\u7a3f\u3068\u4e00\u7dd2\u306bAI\u306e\u753b\u9762\u306b\u8cbc\u3063\u3066\u9055\u3044\u3092\u6319\u3052\u3055\u305b\u308b \uff0f 1\u672c\u3054\u3068\u306e\u9055\u3044\u306e\u6d17\u3044\u51fa\u3057","semi_auto_setup":"\u4e0a\u8a18\uff0b\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\u304b\u3089\u6587\u5b57\u8d77\u3053\u3057\u3001\u6570\u5b57\u306e\u305d\u308d\u3048\u3001\u5dee\u7570\u306e\u8a08\u7b97\u3068\u5206\u985e\u307e\u3067\u3092\u81ea\u52d5\u3067\u52d5\u304b\u3059 \uff0f \u6587\u5b57\u8d77\u3053\u3057\u3068\u5dee\u7570\u306e\u4e00\u89a7","full_setup":"\u4e0a\u8a18\uff0b\u65b0\u65e7\u306e\u7d20\u6750\u306e\u5224\u5b9a\u3001\u6642\u523b\u3064\u304d\u306e\u78ba\u8a8d\u306e\u4e00\u89a7\u3001\u5c40\u3078\u306e\u4f9d\u983c\u306e\u4e0b\u66f8\u304d\u3001\u653e\u9001\u5831\u544a\u306e\u4e0b\u66f8\u304d \uff0f \u78ba\u8a8d\u306e\u4e00\u89a7\u304b\u3089\u5831\u544a\u306e\u4e0b\u66f8\u304d\u307e\u3067","level_note":"**\u6700\u5c0f\u69cb\u6210\u3067\u306f\u3001\u672c\u6570\u304c\u3055\u3070\u3051\u307e\u305b\u3093\u3002** 1\u672c\u305a\u3064\u8cbc\u308b\u306e\u3067\u3001\u6708600\u672c\u306b\u306f\u4f7f\u3048\u307e\u305b\u3093\u3002**\u78ba\u304b\u3081\u308b\u305f\u3081\u306e\u6bb5\u968e\u3067\u3059\u3002**\n**\u534a\u81ea\u52d5\u5316\u3067\u30011\u4ef65\u5206\u304c2\u5206\u7a0b\u5ea6\u306b\u306a\u308a\u307e\u3059\u3002** \u5dee\u7570\u306e\u4e00\u89a7\u306f\u51fa\u307e\u3059\u304c\u3001\u6642\u523b\u304c\u4ed8\u3044\u3066\u3044\u306a\u3044\u306e\u3067\u9332\u97f3\u306e\u4e2d\u3092\u63a2\u3057\u3066\u805e\u304f\u3053\u3068\u306b\u306a\u308a\u3001\u653e\u9001\u5831\u544a\u3078\u306e\u66f8\u304d\u5199\u3057\u3082\u6b8b\u308a\u307e\u3059\u3002**\u672c\u683c\u69cb\u6210\u30671\u5206\u306b\u306a\u308a\u3001\u3053\u306e\u6bb5\u968e\u304c\u672c\u8a18\u4e8b\u306e\u60f3\u5b9a\u3067\u3059\u3002** \u5dee\u304c\u5927\u304d\u3044\u306e\u306f\u3001**\u8a72\u5f53\u306e\u6570\u79d2\u3092\u63a2\u3059\u6642\u9593\u3068\u3001\u5831\u544a\u3078\u306e\u66f8\u304d\u5199\u3057\u304c\u30011\u672c\u3054\u3068\u306e\u624b\u4f5c\u696d\u3060\u304b\u3089\u3067\u3059\u3002**\n**\u6bb5\u968e\u3092\u98db\u3070\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u534a\u81ea\u52d5\u5316\u306e\u4e00\u89a7\u30921\u304b\u6708\u898b\u308b\u3068\u3001\u6570\u5b57\u306e\u305d\u308d\u3048\u65b9\u306e\u4f8b\u5916\u3068\u3001\u805e\u304d\u9055\u3048\u3089\u308c\u3084\u3059\u3044\u5e97\u8217\u540d\u304c\u5206\u304b\u308a\u307e\u3059\u3002**\u305d\u3053\u3092\u76f4\u3057\u3066\u304b\u3089\u78ba\u8a8d\u306e\u4e00\u89a7\u3092\u4f5c\u308b\u307b\u3046\u304c\u3001\u62c5\u5f53\u8005\u304c\u805e\u304f\u7b87\u6240\u304c\u5c11\u306a\u304f\u306a\u308a\u307e\u3059\u3002**","troubleshooting":"| \u554f\u984c | \u5bfe\u7b56 |\n|:--|:--|\n| \u6570\u5b57\u306e\u66f8\u304d\u65b9\u306e\u9055\u3044\u304c\u5dee\u7570\u3068\u3057\u3066\u5927\u91cf\u306b\u51fa\u308b | **\u539f\u7a3f\u3068\u6587\u5b57\u8d77\u3053\u3057\u306e\u4e21\u65b9\u3092\u540c\u3058\u898f\u5247\u3067\u305d\u308d\u3048\u308b** |\n| \u4fa1\u683c\u306e\u805e\u304d\u9055\u3044\u304c\u300c\u8a8d\u8b58\u306e\u8aa4\u308a\u300d\u3068\u3057\u3066\u6d41\u3055\u308c\u308b | \u91cd\u8981\u306a\u8a9e\u306e\u5dee\u7570\u306f `asr_suspect` \u306b\u3055\u305b\u306a\u3044 |\n| \u751fCM\u306e\u5dee\u7570\u304c\u307e\u3068\u3081\u3066\u8a00\u3044\u56de\u3057\u306e\u9055\u3044\u306b\u3055\u308c\u308b | \u8ff7\u3063\u305f\u3089 `wording` \u306b\u3057\u306a\u3044\u3068\u660e\u8a18\u3059\u308b |\n| \u5e83\u544a\u306e\u6587\u8a00\u304c\u4f0f\u305b\u5b57\u306b\u306a\u308b | `profanityFilterMode` \u3092 `None` \u306b\u3059\u308b |\n| \u6570\u5b57\u3092\u30d5\u30ec\u30fc\u30ba\u30ea\u30b9\u30c8\u306b\u5165\u308c\u3066\u8aad\u307f\u9055\u3044\u304c\u6d88\u3048\u308b | **\u30d5\u30ec\u30fc\u30ba\u30ea\u30b9\u30c8\u306b\u306f\u56fa\u6709\u540d\u8a5e\u3060\u3051\u3092\u5165\u308c\u308b** |\n| \u9577\u3044\u539f\u7a3f\u3067\u5dee\u7570\u304c\u4e0d\u81ea\u7136\u306b\u51fa\u308b | difflib \u306e `autojunk=False` \u3092\u6307\u5b9a\u3059\u308b |\n| \u5dee\u3057\u66ff\u3048\u524d\u306e\u7d20\u6750\u3092\u898b\u5206\u3051\u3089\u308c\u306a\u3044 | \u65b0\u65e7\u306e\u539f\u7a3f\u306e\u4e21\u65b9\u3092\u51fa\u7a3f\u306e\u7ba1\u7406\u8868\u306b\u3072\u3082\u3065\u3051\u308b |\n| \u653e\u9001\u78ba\u8a8d\u66f8\u3060\u3051\u3067\u78ba\u8a8d\u6e08\u307f\u306b\u306a\u308b | \u9332\u97f3\u304c\u5c4a\u304b\u306a\u3044\u653e\u9001\u306f\u5f85\u3061\u306e\u4e00\u89a7\u306b\u7f6e\u304f |\n| \u671f\u9593\u306e\u6708\u306e\u8aad\u307f\u843d\u3068\u3057\u304c\u6d88\u3048\u308b | \u6587\u5b57\u8d77\u3053\u3057\u306e\u5074\u3067\u6708\u3092\u88dc\u308f\u306a\u3044 |\n| \u5c40\u3078\u306e\u4f9d\u983c\u304c\u81ea\u52d5\u3067\u98db\u3076 | **\u4e0b\u66f8\u304d\u307e\u3067\u306b\u3059\u308b\u3002** \u9001\u308b\u306e\u306f\u62c5\u5f53\u8005 |\n\n**\u4e0a\u306e3\u884c\u304c\u3001\u3053\u306e\u69cb\u6210\u306e\u5931\u6557\u306e\u307b\u3068\u3093\u3069\u3067\u3059\u3002** \u3069\u308c\u3082\u3001\u5dee\u7570\u304c\u591a\u3059\u304e\u308b\u304b\u5c11\u306a\u3059\u304e\u308b\u304b\u306e\u5931\u6557\u3067\u3059\u3002**\u591a\u3059\u304e\u308c\u3070\u62c5\u5f53\u8005\u306f\u5168\u90e8\u805e\u304d\u76f4\u3057\u3001\u5c11\u306a\u3059\u304e\u308c\u3070\u8aa4\u308a\u304c\u5831\u544a\u3092\u3059\u308a\u629c\u3051\u307e\u3059\u3002** \u6570\u5b57\u306e\u305d\u308d\u3048\u65b9\u3068\u5206\u985e\u306e\u6307\u793a\u3067\u3001\u305d\u306e\u9593\u306b\u53ce\u3081\u307e\u3059\u3002\n\n**\u4e0a\u304b\u30895\u884c\u76ee\u306f\u3001\u5584\u610f\u3067\u5165\u308c\u305f\u304f\u306a\u308b\u8a2d\u5b9a\u3067\u3059\u3002** \u30d5\u30ec\u30fc\u30ba\u30ea\u30b9\u30c8\u306b\u4fa1\u683c\u3092\u5165\u308c\u308c\u3070\u8a8d\u8b58\u306f\u539f\u7a3f\u306b\u8fd1\u3065\u304d\u307e\u3059\u304c\u3001**\u8fd1\u3065\u304f\u306e\u306f\u8aad\u307f\u9055\u3048\u305f\u653e\u9001\u3082\u540c\u3058\u3067\u3059\u3002**","governance_notes":"**\u3053\u306e\u69cb\u6210\u3067\u6271\u3046\u30c7\u30fc\u30bf\uff1a** \u30e9\u30b8\u30aa\u5c40\u304b\u3089\u53d7\u3051\u53d6\u3063\u305f\u653e\u9001\u306e\u9332\u97f3\u3001\u5e83\u544a\u4e3b\u306e\u539f\u7a3f\u3001\u51fa\u7a3f\u306e\u5185\u5bb9\u3068\u4fa1\u683c\u3001\u5c40\u3078\u306e\u4f9d\u983c\u306e\u3084\u308a\u53d6\u308a\u3067\u3059\u3002**\u500b\u4eba\u306e\u60c5\u5831\u306f\u307b\u3068\u3093\u3069\u542b\u307f\u307e\u305b\u3093\u304c\u3001\u653e\u9001\u524d\u306e\u539f\u7a3f\u306b\u306f\u516c\u8868\u524d\u306e\u4fa1\u683c\u3084\u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u304c\u542b\u307e\u308c\u307e\u3059\u3002**\n\n1. **\u653e\u9001\u306e\u9332\u97f3\u3092\u4f7f\u3063\u3066\u3088\u3044\u7bc4\u56f2\u3092\u3001\u5c40\u3068\u306e\u53d6\u308a\u6c7a\u3081\u3067\u78ba\u304b\u3081\u308b** \u2026 \u78ba\u8a8d\u306e\u305f\u3081\u306b\u53d7\u3051\u53d6\u3063\u305f\u9332\u97f3\u3092\u3001\u30af\u30e9\u30a6\u30c9\u3067\u6587\u5b57\u306b\u3057\u3066\u3088\u3044\u304b\u3001\u3044\u3064\u307e\u3067\u6301\u3064\u304b\u3092\u78ba\u304b\u3081\u307e\u3059\n2. **\u516c\u8868\u524d\u306e\u539f\u7a3f\u3092\u5916\u90e8\u306b\u51fa\u3055\u306a\u3044\u8a2d\u5b9a\u306b\u3059\u308b** \u2026 \u751f\u6210AI\u306b\u6e21\u3059\u306e\u306f\u3001\u305d\u306e\u653e\u9001\u306e\u539f\u7a3f\u3068\u5dee\u7570\u306e\u4e00\u89a7\u3060\u3051\u306b\u3057\u307e\u3059\n3. **\u653e\u9001\u306e\u8aa4\u308a\u3092\u81ea\u52d5\u3067\u78ba\u5b9a\u3057\u306a\u3044** \u2026 AI\u304c\u4ed8\u3051\u308b\u306e\u306f\u5dee\u7570\u306e\u7a2e\u985e\u307e\u3067\u3067\u3001**\u653e\u9001\u306e\u8aa4\u308a\u304b\u3069\u3046\u304b\u306f\u9332\u97f3\u3092\u805e\u3044\u305f\u62c5\u5f53\u8005\u304c\u6c7a\u3081\u307e\u3059**\n4. **\u5c40\u3078\u306e\u4f9d\u983c\u3068\u5e83\u544a\u4e3b\u3078\u306e\u5831\u544a\u3092\u81ea\u52d5\u3067\u9001\u3089\u306a\u3044** \u2026 \u3069\u3061\u3089\u3082\u53d6\u5f15\u306e\u95a2\u4fc2\u306b\u76f4\u63a5\u3072\u3073\u304d\u307e\u3059\u3002**\u4e0b\u66f8\u304d\u307e\u3067\u306b\u3057\u307e\u3059**\n5. **\u539f\u7a3f\u306e\u6b63\u8aa4\u306b\u8e0f\u307f\u8fbc\u307e\u306a\u3044** \u2026 \u539f\u7a3f\u306b\u8aa4\u308a\u304c\u3042\u3063\u3066\u3082\u3001\u76f4\u3059\u306e\u306f\u5e83\u544a\u4e3b\u3067\u3059\u3002\u6c17\u3065\u3044\u305f\u70b9\u306f\u62c5\u5f53\u8005\u304c\u5e83\u544a\u4e3b\u306b\u4f1d\u3048\u307e\u3059\n\n\u8aa4\u308a\u304c\u8d77\u304d\u305f\u5834\u5408\u306e\u30ea\u30b9\u30af\u306f\u3001**\u8aa4\u3063\u305f\u4fa1\u683c\u306e\u653e\u9001\u3092\u898b\u9003\u3059\u3053\u3068\u3068\u3001\u6b63\u3057\u304f\u653e\u9001\u3055\u308c\u305f\u3082\u306e\u3092\u8aa4\u308a\u3068\u3057\u3066\u5c40\u3078\u4f1d\u3048\u308b\u3053\u3068\u306e2\u3064\u3067\u3059\u3002** \u524d\u8005\u306f\u91cd\u8981\u306a\u8a9e\u306e\u5dee\u7570\u3092\u8a00\u3044\u56de\u3057\u3084\u8a8d\u8b58\u306e\u8aa4\u308a\u306b\u5206\u985e\u3059\u308b\u3068\u8d77\u304d\u3001\u5f8c\u8005\u306f\u97f3\u58f0\u8a8d\u8b58\u306e\u8aa4\u308a\u3092\u653e\u9001\u306e\u8aa4\u308a\u3068\u3057\u3066\u6271\u3046\u3068\u8d77\u304d\u307e\u3059\u3002**\u524d\u8005\u306f\u5206\u985e\u306e\u6307\u793a\u3067\u3001\u5f8c\u8005\u306f\u62c5\u5f53\u8005\u304c\u6570\u79d2\u3092\u805e\u304f\u78ba\u8a8d\u3067\u3001\u8a2d\u8a08\u3067\u9632\u304e\u307e\u3059\u3002**","recommended_for":"\u5730\u57df\u306e\u5c0f\u58f2\u30fb\u4e0d\u52d5\u7523\u30fb\u81ea\u52d5\u8eca\u8ca9\u58f2\u306a\u3069\u306e\u5e83\u544a\u4e3b\u304b\u3089\u3001\u8907\u6570\u306e\u30e9\u30b8\u30aa\u5c40\u306e\u30b9\u30dd\u30c3\u30c8CM\u3068\u751fCM\u3092\u307e\u3068\u3081\u3066\u53d7\u6ce8\u3057\u3066\u3044\u308b\u5e83\u544a\u4f1a\u793e\u3002\u653e\u9001\u306e\u5f8c\u306b\u5c40\u304b\u3089\u653e\u9001\u78ba\u8a8d\u66f8\u3068\u653e\u9001\u306e\u9332\u97f3\u3092\u53d7\u3051\u53d6\u308a\u3001\u62c5\u5f53\u8005\u304c1\u672c\u305a\u3064\u805e\u3044\u3066\u539f\u7a3f\u3068\u7167\u3089\u3057\u3066\u3044\u308b\u5834\u5408\u3002\u6708\u306e\u9014\u4e2d\u3067\u4fa1\u683c\u3084\u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u304c\u5909\u308f\u308a\u3001\u7d20\u6750\u306e\u5dee\u3057\u66ff\u3048\u304c\u591a\u3044\u5e83\u544a\u4e3b\u3092\u62b1\u3048\u3066\u3044\u308b\u5834\u5408\u3002\u5e83\u544a\u4e3b\u3078\u6bce\u6708\u306e\u653e\u9001\u5831\u544a\u3092\u51fa\u3057\u3066\u3044\u308b\u5834\u5408\u3002","not_recommended_for":"\u6271\u3046\u30e9\u30b8\u30aaCM\u304c\u6708\u306b\u6570\u5341\u672c\u3067\u3001\u805e\u3044\u3066\u78ba\u304b\u3081\u308c\u3070\u8db3\u308a\u308b\u4f1a\u793e\u3002\u5c40\u304b\u3089\u653e\u9001\u306e\u9332\u97f3\u3092\u53d7\u3051\u53d6\u308c\u305a\u3001\u653e\u9001\u78ba\u8a8d\u66f8\u3060\u3051\u3067\u5831\u544a\u3057\u3066\u3044\u308b\u4f1a\u793e\u3002CM\u304c\u3059\u3079\u3066\u540c\u3058\u5b8c\u6210\u7d20\u6750\u306e\u7e70\u308a\u8fd4\u3057\u3067\u3001\u5dee\u3057\u66ff\u3048\u3082\u751fCM\u3082\u7121\u3044\u5834\u5408\u3002\u306a\u304a\u3001\u5c40\u3078\u306e\u88dc\u586b\u3084\u518d\u653e\u9001\u306e\u6c42\u3081\u65b9\u3001\u5e83\u544a\u4e3b\u3078\u306e\u8aac\u660e\u306e\u4ed5\u65b9\u306f\u3001\u3053\u306e\u69cb\u6210\u3067\u306f\u6c7a\u3081\u307e\u305b\u3093\u3002","first_step":"**1\u9031\u76ee\uff1a\u91cd\u8981\u306a\u8a9e\u306e\u4e00\u89a7\u3068\u65b0\u65e7\u306e\u539f\u7a3f\u3092\u305d\u308d\u3048\u308b**\n\n\u51fa\u7a3f\u306e\u591a\u3044\u5e83\u544a\u4e3b5\u793e\u306b\u3064\u3044\u3066\u3001**\u539f\u7a3f\u3054\u3068\u306b\u91cd\u8981\u306a\u8a9e\u306e\u4e00\u89a7**\u3092\u4ed8\u3051\u3001\u5b8c\u6210\u3057\u305f\u7d20\u6750\u306e\u65b0\u65e7\u306e\u539f\u7a3f\u3092\u51fa\u7a3f\u306e\u7ba1\u7406\u8868\u306b\u3072\u3082\u3065\u3051\u307e\u3059\u3002\n\n**2\u9031\u76ee\uff1a30\u672c\u3067\u8a66\u3059**\n\n\u751fCM\u3068\u5b8c\u6210\u3057\u305f\u7d20\u6750\u306eCM\u309215\u672c\u305a\u3064\u6587\u5b57\u306b\u3057\u3001\u624b\u5143\u306eAI\u30b5\u30fc\u30d3\u30b9\u3067\u539f\u7a3f\u3068\u306e\u9055\u3044\u3092\u6319\u3052\u3055\u305b\u307e\u3059\u3002**\u6570\u5b57\u306e\u9055\u3044\u3092\u62fe\u3048\u308b\u304b\u3001\u8a00\u3044\u56de\u3057\u306e\u9055\u3044\u306b\u57cb\u3082\u308c\u306a\u3044\u304b\u3092\u6700\u512a\u5148\u3067\u898b\u307e\u3059\u3002**\n\n**3\u9031\u76ee\uff1a\u6570\u5b57\u306e\u305d\u308d\u3048\u65b9\u306e\u898f\u5247\u3092\u4f5c\u308b**\n\n\u8a66\u3057\u305f30\u672c\u3067\u51fa\u305f\u66f8\u304d\u65b9\u306e\u9055\u3044\u3092\u96c6\u3081\u3001**\u539f\u7a3f\u3068\u6587\u5b57\u8d77\u3053\u3057\u306e\u4e21\u65b9\u306b\u4f7f\u3046\u898f\u5247**\u30921\u3064\u306b\u307e\u3068\u3081\u307e\u3059\u3002\n\n**4\u9031\u76ee\uff1a1\u5c40\u306e\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\u304b\u3089\u5dee\u7570\u306e\u4e00\u89a7\u307e\u3067\u3092\u3064\u306a\u3050**\n\n\u6700\u521d\u306e1\u5c40\u306b\u3064\u3044\u3066\u3001\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\u306e\u76e3\u8996\u304b\u3089\u6587\u5b57\u8d77\u3053\u3057\u3001\u5dee\u7570\u306e\u8a08\u7b97\u3068\u5206\u985e\u307e\u3067\u3092\u3064\u306a\u304e\u307e\u3059\u3002**\u3053\u306e\u6642\u70b9\u3067\u306f\u78ba\u8a8d\u306e\u4e00\u89a7\u306b\u6642\u523b\u3092\u4ed8\u3051\u305a\u3001\u5dee\u7570\u306e\u4e00\u89a7\u304c\u591a\u3059\u304e\u306a\u3044\u304b\u3060\u3051\u3092\u898b\u307e\u3059\u3002**\n\n**2\u304b\u6708\u76ee\uff1a** \u6642\u523b\u3064\u304d\u306e\u78ba\u8a8d\u306e\u4e00\u89a7\u3068\u65b0\u65e7\u306e\u7d20\u6750\u306e\u5224\u5b9a\u3092\u8db3\u3057\u3001`key_term_error` \u3068 `previous` \u306e\u4ef6\u6570\u3092\u6bce\u9031\u6570\u3048\u307e\u3059\u3002**3\u304b\u6708\u76ee\u4ee5\u964d\uff1a** \u6b8b\u308a\u306e\u5c40\u306b\u5e83\u3052\u3001\u653e\u9001\u5831\u544a\u306e\u4e0b\u66f8\u304d\u3092\u8db3\u3057\u3066\u30011\u4ef65\u5206\u304c\u4f55\u5206\u306b\u306a\u3063\u305f\u304b\u3092\u5b9f\u6e2c\u3057\u307e\u3059\u3002**\u653e\u9001\u306e\u7fcc\u55b6\u696d\u65e5\u306b\u8aa4\u308a\u3092\u5c40\u3078\u4f1d\u3048\u3089\u308c\u308b\u3088\u3046\u306b\u306a\u308a\u3001\u6708\u672b\u306e\u653e\u9001\u5831\u544a\u304c\u78ba\u5b9a\u3057\u305f\u7d50\u679c\u306e\u66f8\u304d\u51fa\u3057\u3060\u3051\u306b\u306a\u3063\u305f\u6642\u70b9\u3067\u3001\u3053\u306e\u69cb\u6210\u306f\u5b8c\u6210\u3067\u3059\u3002**\n\n---","related_usecases":["UC-0241","UC-0766","UC-0214","UC-0489"],"related_articles":[{"id":7347,"slug":"ai-marketing-toha-zentai","title":"AI\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u3068\u306f\u4f55\u304b\uff1f\uff5c\u5168\u4f53\u50cf\u3068\u59cb\u3081\u308b\u9806\u756a"},{"id":4088,"slug":"junni-keisoku-hendo-ai","title":"\u691c\u7d22\u9806\u4f4d\u306f\u6bce\u65e5\u30c1\u30a7\u30c3\u30af\u3059\u3079\u304d\uff1f\uff5c\u5909\u52d5\u306e\u898b\u65b9\u3068\u76f4\u3057\u65b9"},{"id":3912,"slug":"factcheck-taisei-content-ai","title":"\u8a18\u4e8b\u306e\u30d5\u30a1\u30af\u30c8\u30c1\u30a7\u30c3\u30af5\u5de5\u7a0b\uff5c\u8aa4\u60c5\u5831\u3092\u4e16\u306b\u51fa\u3055\u306a\u3044"}],"sources":"| \u78ba\u8a8d\u3057\u305f\u5185\u5bb9 | \u60c5\u5831\u6e90 | \u78ba\u8a8d\u65e5 |\n|:--|:--|:--|\n| \u9ad8\u901f\u6587\u5b57\u8d77\u3053\u3057\u304c\u540c\u671f\u306eAPI\u3067\u3001\u97f3\u58f0\u304c5\u6642\u9593\u672a\u6e80\u30fb500MB\u672a\u6e80\u3067\u3042\u308b\u3053\u3068\u3002\u8868\u793a\u5f62\u5f0f\uff08\u30c7\u30a3\u30b9\u30d7\u30ec\u30a4\u5f62\u5f0f\uff09\u306e\u6587\u5b57\u8d77\u3053\u3057\u3060\u3051\u3092\u8fd4\u3059\u3053\u3068\u3002`locales`\u3001`phraseList`\uff08API \u30d0\u30fc\u30b8\u30e7\u30f3 2025-10-15\uff09\u3001`profanityFilterMode`\uff08`None`\uff0f`Masked`\uff0f`Removed`\uff0f`Tags`\u3002\u65e2\u5b9a\u306f `Masked`\uff09\u3092\u6307\u5b9a\u3067\u304d\u308b\u3053\u3068\u3002\u7d50\u679c\u306e `phrases` \u306b\u6587\u3054\u3068\u306e\u6642\u523b\u3068 `confidence`\u3001`words` \u306b\u5358\u8a9e\u3054\u3068\u306e\u6642\u523b\u304c\u4ed8\u304f\u3053\u3068\u3002429\u3078\u306e\u5bfe\u51e6\u304c\u6848\u5185\u3055\u308c\u3066\u3044\u308b\u3053\u3068 | [Microsoft Learn: Use the fast transcription API](https:\/\/learn.microsoft.com\/en-us\/azure\/ai-services\/speech-service\/fast-transcription-create) | 2026-10-08 |\n| \u30d5\u30ec\u30fc\u30ba\u30ea\u30b9\u30c8\u304c\u8a8d\u8b58\u306e\u76f4\u524d\u306b\u6e21\u3059\u8a9e\u53e5\u306e\u4e00\u89a7\u3067\u3001\u30e2\u30c7\u30eb\u306e\u5b66\u7fd2\u304c\u8981\u3089\u306a\u3044\u3053\u3068\u3002\u9ad8\u901f\u6587\u5b57\u8d77\u3053\u3057\u3067\u4f7f\u3048\u308b\u3053\u3068\u30022,000\u8a9e\u53e5\u3092\u8d85\u3048\u306a\u3044\u3088\u3046\u306b\u3057\u3001\u9577\u3044\u307b\u3069\u54c1\u8cea\u3068\u5f85\u3061\u6642\u9593\u306b\u5f71\u97ff\u3059\u308b\u3053\u3068 | [Microsoft Learn: Improve recognition accuracy with phrase list](https:\/\/learn.microsoft.com\/en-us\/azure\/ai-services\/speech-service\/improve-accuracy-phrase-list) | 2026-10-08 |\n| \u65e5\u672c\u8a9e\uff08ja-JP\uff09\u304c\u97f3\u58f0\u8a8d\u8b58\u306e\u9ad8\u901f\u6587\u5b57\u8d77\u3053\u3057\u306b\u5bfe\u5fdc\u3057\u3066\u3044\u308b\u3053\u3068 | [Microsoft Learn: Language and voice support for the Speech service](https:\/\/learn.microsoft.com\/en-us\/azure\/ai-services\/speech-service\/language-support?tabs=stt) | 2026-10-08 |\n| \u69cb\u9020\u5316\u51fa\u529b\u3067\u30e2\u30c7\u30eb\u304c\u6307\u5b9a\u3057\u305fJSON\u30b9\u30ad\u30fc\u30de\u306b\u5f93\u3046\u3053\u3068\u3002\u3059\u3079\u3066\u306e\u9805\u76ee\u3092\u5fc5\u9808\u306b\u3057\u3001\u7701\u7565\u3057\u305f\u3044\u3082\u306e\u306f `null` \u3068\u306e\u5171\u7528\u4f53\u578b\u3067\u8868\u3059\u3053\u3068\u3002`additionalProperties: false` \u304c\u5fc5\u8981\u306a\u3053\u3068 | [Microsoft Learn: Azure OpenAI \u3067\u69cb\u9020\u5316\u51fa\u529b\u3092\u4f7f\u7528\u3059\u308b\u65b9\u6cd5](https:\/\/learn.microsoft.com\/ja-jp\/azure\/foundry\/openai\/how-to\/structured-outputs) | 2026-10-08 |\n| SequenceMatcher \u304c2\u3064\u306e\u5217\u3092\u6bd4\u3079\u3001`get_opcodes()` \u304c `replace`\uff0f`delete`\uff0f`insert`\uff0f`equal` \u306e\u533a\u9593\u3092\u8fd4\u3059\u3053\u3068\u3002`ratio()` \u304c\u4e00\u81f4\u306e\u5ea6\u5408\u3044\u30920\u304b\u30891\u3067\u8fd4\u3059\u3053\u3068\u30022\u3064\u76ee\u306e\u5217\u304c200\u8981\u7d20\u4ee5\u4e0a\u306e\u3068\u304d\u65e2\u5b9a\u306e\u81ea\u52d5\u306e\u9664\u5916\u304c\u50cd\u304d\u3001`autojunk=False` \u3067\u6b62\u3081\u3089\u308c\u308b\u3053\u3068 | [Python \u30c9\u30ad\u30e5\u30e1\u30f3\u30c8: difflib](https:\/\/docs.python.org\/3\/library\/difflib.html) | 2026-10-08 |\n\n**\u653e\u9001\u306e\u9332\u97f3\u306e\u53d7\u3051\u53d6\u308a\u65b9\u3068\u4f7f\u3063\u3066\u3088\u3044\u7bc4\u56f2\u306f\u3001\u5404\u30e9\u30b8\u30aa\u5c40\u3068\u306e\u53d6\u308a\u6c7a\u3081\u3067\u78ba\u304b\u3081\u3066\u304f\u3060\u3055\u3044\u3002** \u672c\u8a18\u4e8b\u306f\u516c\u958b\u4ed5\u69d8\u3067\u78ba\u8a8d\u3067\u304d\u305f\u7bc4\u56f2\u3060\u3051\u3092\u6271\u3063\u3066\u3044\u307e\u3059\u3002\n\n**\u5b9f\u88c5\u30b9\u30c6\u30fc\u30bf\u30b9\uff1a\u69cb\u6210\u4f8b\u3002** 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