bigwo/test2/server/tests/test_asr_coverage.js

/**
 * 语音识别(ASR)纠错全覆盖测试
 * 覆盖：PHRASE_MAP、WORD_MAP、PRODUCT_ALIAS_MAP、激进正则、normalizeKnowledgeAlias、组合流水线
 *
 * 运行方式: node --test tests/test_asr_coverage.js
 */
const { describe, it } = require('node:test');
const assert = require('node:assert/strict');

const { correctAsrText, PHRASE_MAP, WORD_MAP, PRODUCT_ALIAS_MAP } = require('../services/fastAsrCorrector');
const { normalizeKnowledgeAlias, shouldForceKnowledgeRoute } = require('../services/realtimeDialogRouting');
const { hasKnowledgeRouteKeyword } = require('../services/knowledgeKeywords');

// 辅助：完整ASR流水线（模拟nativeVoiceGateway.extractUserText + routing）
function fullAsrPipeline(rawText) {
  const corrected = correctAsrText(rawText);
  const normalized = normalizeKnowledgeAlias(corrected);
  return normalized;
}

function assertPipelineRouteKb(rawText, msg) {
  const processed = fullAsrPipeline(rawText);
  const result = shouldForceKnowledgeRoute(processed);
  assert.equal(result, true, msg || `ASR "${rawText}" → processed "${processed}" should route to KB`);
}

// ================================================================
// 1. PHRASE_MAP 全覆盖 —— 每条短语映射逐一验证
// ================================================================
describe('PHRASE_MAP —— 短语级ASR纠错全覆盖', () => {

  describe('一成系统变体（36条）', () => {
    const yichengVariants = [
      '一城系统', '逸城系统', '一程系统', '易成系统', '一诚系统',
      '亦成系统', '艺成系统', '溢成系统', '义成系统', '毅成系统',
      '怡成系统', '以成系统', '已成系统', '亿成系统', '忆成系统',
      '益成系统', '一乘系统', '一承系统', '一丞系统', '一呈系统',
      '一澄系统', '一橙系统', '一层系统', '一趁系统', '一陈系统',
      '依成系统', '伊成系统', '益生系统', '易诚系统', '易乘系统',
      '一声系统', '亿生系统', '义诚系统', '忆诚系统', '以诚系统',
    ];

    for (const variant of yichengVariants) {
      it(`"${variant}" → "一成系统"`, () => {
        const result = correctAsrText(variant);
        assert.ok(result.includes('一成系统'), `"${variant}" should correct to 一成系统, got "${result}"`);
      });
    }
  });

  describe('其他短语映射', () => {
    const otherPhrases = [
      ['盛咖学院', '盛咖学愿'],
      ['圣咖学愿', '盛咖学愿'],
      ['盛卡学愿', '盛咖学愿'],
      ['营养配送系统', 'NTC营养保送系统'],
      ['营养输送系统', 'NTC营养保送系统'],
      ['营养传送系统', 'NTC营养保送系统'],
      ['营养传输系统', 'NTC营养保送系统'],
      ['暖炉原理', '火炉原理'],
      ['整应反应', '好转反应'],
      ['整健反应', '好转反应'],
      ['排毒反应', '好转反应'],
      ['5加1', '5+1'],
      ['五加一', '5+1'],
      ['起步三观', '起步三关'],
      ['起步三官', '起步三关'],
      ['doublepm', '德国PM'],
      ['double pm', '德国PM'],
      ['DoublePM', '德国PM'],
      ['Double PM', '德国PM'],
      ['DOUBLEPM', '德国PM'],
      ['DOUBLE PM', '德国PM'],
      ['基础三合一', 'PM细胞营养素 基础套装'],
      ['三合一基础套', 'PM细胞营养素 基础套装'],
      ['大白小红小白', 'PM细胞营养素 基础套装'],
    ];

    for (const [input, expected] of otherPhrases) {
      it(`"${input}" → 含"${expected}"`, () => {
        const result = correctAsrText(input);
        assert.ok(result.includes(expected), `"${input}" should contain "${expected}", got "${result}"`);
      });
    }
  });
});

// ================================================================
// 2. WORD_MAP 全覆盖 —— 单词级ASR纠错
// ================================================================
describe('WORD_MAP —— 单词级ASR纠错全覆盖', () => {

  describe('一成/一城等同音变体', () => {
    const wordVariants = [
      ['一城', '一成'], ['逸城', '一成'], ['一程', '一成'], ['易成', '一成'],
      ['一诚', '一成'], ['亦成', '一成'], ['艺成', '一成'], ['溢成', '一成'],
      ['义成', '一成'], ['毅成', '一成'], ['怡成', '一成'], ['以成', '一成'],
      ['已成', '一成'], ['亿成', '一成'], ['忆成', '一成'], ['益成', '一成'],
      ['一乘', '一成'], ['一承', '一成'], ['一丞', '一成'], ['一呈', '一成'],
      ['一澄', '一成'], ['一橙', '一成'], ['一层', '一成'], ['一陈', '一成'],
      ['依成', '一成'], ['伊成', '一成'],
      ['益生', '一成'], ['易诚', '一成'], ['义诚', '一成'], ['忆诚', '一成'], ['以诚', '一成'],
      ['一声', '一成'], ['亿生', '一成'], ['易乘', '一成'],
    ];

    for (const [input, expected] of wordVariants) {
      it(`"${input}" → "${expected}"`, () => {
        const result = correctAsrText(`${input}的介绍`);
        assert.ok(result.includes(expected), `"${input}" should correct to "${expected}", got "${result}"`);
      });
    }
  });

  describe('大沃同音变体', () => {
    const dawoVariants = ['大窝', '大握', '大我', '大卧'];
    for (const v of dawoVariants) {
      it(`"${v}" → "大沃"`, () => {
        const result = correctAsrText(v);
        assert.ok(result.includes('大沃'), `"${v}" should correct to 大沃, got "${result}"`);
      });
    }
  });

  describe('Ai众享同音变体', () => {
    const aiVariants = ['爱众享', '艾众享', '哎众享'];
    for (const v of aiVariants) {
      it(`"${v}" → "Ai众享"`, () => {
        const result = correctAsrText(v);
        assert.ok(result.includes('Ai众享'), `"${v}" should correct to Ai众享, got "${result}"`);
      });
    }
  });

  describe('产品名同音变体', () => {
    const productVariants = [
      ['小洪', '小红'], ['小宏', '小红'], ['小鸿', '小红'],
      ['大百', '大白'], ['大柏', '大白'],
      ['小百', '小白'], ['小柏', '小白'], ['维适多', '小白'],
    ];
    for (const [input, expected] of productVariants) {
      it(`"${input}" → "${expected}"`, () => {
        const result = correctAsrText(`${input}产品功效`);
        assert.ok(result.includes(expected), `"${input}" should correct to "${expected}", got "${result}"`);
      });
    }
  });

  describe('其他同音变体', () => {
    const others = [
      ['营养配送', '营养保送'],
      ['营养输送', '营养保送'],
      ['阿玉吠陀', '阿育吠陀'],
      ['阿育费陀', '阿育吠陀'],
    ];
    for (const [input, expected] of others) {
      it(`"${input}" → "${expected}"`, () => {
        const result = correctAsrText(input);
        assert.ok(result.includes(expected), `"${input}" should correct to "${expected}", got "${result}"`);
      });
    }
  });
});

// ================================================================
// 3. PRODUCT_ALIAS_MAP —— 产品别名扩展
// ================================================================
describe('PRODUCT_ALIAS_MAP —— 产品别名扩展', () => {
  const aliasCases = [
    ['小红怎么吃', 'Activize'],
    ['小红功效', 'Activize'],
    ['Activize是什么', 'Activize Oxyplus'],
    ['大白怎么吃', 'Basics'],
    ['大白功效', 'Basics'],
    ['Basics成分', 'Basics'],
    ['小白怎么吃', 'Restorate'],
    ['Restorate功效', 'Restorate'],
    ['FitLine是什么', 'PM-FitLine'],
    ['PM FitLine的功效', 'PM-FitLine'],
    ['PM细胞营养', 'PM细胞营养素'],
    ['PM营养素功效', 'PM细胞营养素'],
    ['德国PM营养素', 'PM细胞营养素'],
  ];

  for (const [input, expectContain] of aliasCases) {
    it(`"${input}" → 扩展含"${expectContain}"`, () => {
      const result = correctAsrText(input);
      assert.ok(result.includes(expectContain), `"${input}" should expand to contain "${expectContain}", got "${result}"`);
    });
  }

  it('非追问位置不应触发产品扩展（如"小红帽"）', () => {
    const result = correctAsrText('小红帽故事');
    // 小红帽 doesn't match the expansion pattern because 帽 is not in the suffix list
    assert.ok(!result.includes('Activize'), `"小红帽故事" should NOT expand 小红, got "${result}"`);
  });
});

// ================================================================
// 4. 激进正则 —— X+成/城/程...+系统 统一纠正
// ================================================================
describe('激进正则 —— 未在字典中的"X成系统"变体', () => {
  const aggressiveCases = [
    '翼成系统', '奕成系统', '弈成系统', '颐成系统',
    '译成系统', '蚁成系统', '壹成系统',
    '一盛系统', '一胜系统', '一生系统',
    '一称系统', '一撑系统',
    '双成系统', '半成系统',
  ];

  for (const variant of aggressiveCases) {
    it(`"${variant}" → "一成系统"（激进正则兜底）`, () => {
      const result = correctAsrText(variant);
      assert.ok(result.includes('一成系统'), `"${variant}" should correct to 一成系统 via aggressive regex, got "${result}"`);
    });
  }
});

// ================================================================
// 5. normalizeKnowledgeAlias —— 路由层额外归一化
// ================================================================
describe('normalizeKnowledgeAlias —— 路由层归一化', () => {
  it('一成，系统（带标点间隔）→ 一成系统', () => {
    const result = normalizeKnowledgeAlias('一成，系统');
    assert.ok(result.includes('一成系统'), `Got "${result}"`);
  });

  it('一成 系统（带空格间隔）→ 一成系统', () => {
    const result = normalizeKnowledgeAlias('一成 系统');
    assert.ok(result.includes('一成系统'), `Got "${result}"`);
  });

  it('XX系统 → 一成系统', () => {
    const result = normalizeKnowledgeAlias('XX系统');
    assert.ok(result.includes('一成系统'), `Got "${result}"`);
  });

  it('大窝 → 大沃', () => {
    const result = normalizeKnowledgeAlias('大窝');
    assert.ok(result.includes('大沃'), `Got "${result}"`);
  });

  it('暖炉原理 → 火炉原理', () => {
    const result = normalizeKnowledgeAlias('暖炉原理');
    assert.ok(result.includes('火炉原理'), `Got "${result}"`);
  });

  it('AI众享（大写）→ Ai众享', () => {
    const result = normalizeKnowledgeAlias('AI众享怎么用');
    assert.ok(result.includes('Ai众享'), `Got "${result}"`);
  });

  it('圣咖学院 → 盛咖学愿', () => {
    const result = normalizeKnowledgeAlias('圣咖学院');
    assert.ok(result.includes('盛咖学愿'), `Got "${result}"`);
  });
});

// ================================================================
// 6. 完整ASR流水线 —— correctAsrText + normalizeKnowledgeAlias 组合
// ================================================================
describe('完整ASR流水线 —— 纠错+归一化组合', () => {

  describe('一成系统变体经流水线后应路由到KB', () => {
    const pipelineCases = [
      '一城系统是什么',
      '逸城系统怎么用',
      '易成系统介绍',
      '益生系统怎么样',
      '义诚系统核心优势',
      '壹成系统三大平台',
      '一声系统有什么用',
      '翼成系统赋能团队',
    ];
    for (const raw of pipelineCases) {
      it(`"${raw}" → 应路由到KB`, () => {
        assertPipelineRouteKb(raw);
      });
    }
  });

  describe('产品名ASR错误经流水线后应路由到KB', () => {
    const productAsrCases = [
      ['小洪产品功效', '小红ASR错误'],
      ['小宏怎么吃', '小红ASR错误'],
      ['大百功效是什么', '大白ASR错误'],
      ['大柏怎么吃', '大白ASR错误'],
      ['小百怎么服用', '小白ASR错误'],
      ['小柏功效', '小白ASR错误'],
    ];
    for (const [raw, label] of productAsrCases) {
      it(`${label}: "${raw}" → 应路由到KB`, () => {
        assertPipelineRouteKb(raw);
      });
    }
  });

  describe('其他ASR错误经流水线后应路由到KB', () => {
    const otherAsrCases = [
      ['暖炉原理是什么意思', '暖炉→火炉'],
      ['营养配送系统原理', '配送→保送'],
      ['整应反应是什么', '整应→好转'],
      ['排毒反应正常吗', '排毒反应→好转反应'],
      ['盛咖学院怎么用', '学院→学愿'],
      ['起步三观是什么', '三观→三关'],
      ['double pm介绍', 'double pm→德国PM'],
      ['阿玉吠陀是什么', '阿玉→阿育'],
    ];
    for (const [raw, label] of otherAsrCases) {
      it(`${label}: "${raw}" → 应路由到KB`, () => {
        assertPipelineRouteKb(raw);
      });
    }
  });
});

// ================================================================
// 7. ASR识别失败/乱码/噪声场景
// ================================================================
describe('ASR识别失败/异常场景', () => {

  it('空字符串 → 不崩溃，返回空', () => {
    assert.equal(correctAsrText(''), '');
    assert.equal(correctAsrText(null), '');
    assert.equal(correctAsrText(undefined), '');
  });

  it('纯噪声标点 → 不崩溃', () => {
    const result = correctAsrText('，，，。。。！！');
    assert.equal(typeof result, 'string');
  });

  it('语气词噪声 → 不应路由到KB', () => {
    const noises = ['嗯嗯嗯', '啊啊啊', '哦哦哦', '额额额'];
    for (const noise of noises) {
      const processed = fullAsrPipeline(noise);
      const result = shouldForceKnowledgeRoute(processed);
      assert.equal(result, false, `Noise "${noise}" should NOT route to KB`);
    }
  });

  it('极短识别（单字/双字）→ 不应路由到KB', () => {
    const shorts = ['嗯', '好', '啊', '是', '对', '哦'];
    for (const s of shorts) {
      const processed = fullAsrPipeline(s);
      const result = shouldForceKnowledgeRoute(processed);
      assert.equal(result, false, `Short "${s}" should NOT route to KB`);
    }
  });

  it('混合中英文乱码 → 不崩溃，不误触发KB', () => {
    const garbled = ['abc123你好', 'test test', '!!!???', '😊😊😊'];
    for (const g of garbled) {
      const processed = fullAsrPipeline(g);
      assert.equal(typeof processed, 'string', 'Should return string');
    }
  });

  it('超长ASR文本 → 不崩溃', () => {
    const longText = '我想问一下关于'.repeat(50) + '基础三合一怎么吃';
    const result = correctAsrText(longText);
    assert.equal(typeof result, 'string');
    assert.ok(result.length > 0);
  });
});

// ================================================================
// 8. ASR部分识别 —— 语音被截断的情况
// ================================================================
describe('ASR部分识别 —— 语音截断/不完整', () => {

  it('"一成系" → 不完整但不崩溃', () => {
    const result = correctAsrText('一成系');
    assert.equal(typeof result, 'string');
  });

  it('"基础三合" → 不完整，不应匹配PHRASE_MAP', () => {
    const result = correctAsrText('基础三合');
    assert.ok(!result.includes('基础套装'), `Incomplete "基础三合" should not trigger full phrase mapping, got "${result}"`);
  });

  it('"小红怎" → 不完整但产品名应被扩展', () => {
    const result = correctAsrText('小红怎');
    // 小红 后面是 怎，在suffix list里有 怎么 但没有单独的 怎
    assert.equal(typeof result, 'string');
  });

  it('"德国P" → 不完整，不应触发', () => {
    const result = correctAsrText('德国P');
    assert.ok(!result.includes('德国PM公司'), `Incomplete should not over-expand, got "${result}"`);
  });
});

// ================================================================
// 9. 复合ASR错误 —— 一句话里有多个ASR错误
// ================================================================
describe('复合ASR错误 —— 一句话中包含多个识别错误', () => {

  it('"一城系统的小洪产品功效" → 一成系统 + 小红', () => {
    const result = correctAsrText('一城系统的小洪产品功效');
    assert.ok(result.includes('一成系统'), `Should correct 一城→一成, got "${result}"`);
    assert.ok(result.includes('小红'), `Should correct 小洪→小红, got "${result}"`);
  });

  it('"大百和小柏的区别" → 大白 + 小白', () => {
    const result = correctAsrText('大百和小柏的区别');
    assert.ok(result.includes('大白'), `Should correct 大百→大白, got "${result}"`);
    assert.ok(result.includes('小白'), `Should correct 小柏→小白, got "${result}"`);
  });

  it('"爱众享和盛咖学院" → Ai众享 + 盛咖学愿', () => {
    const result = correctAsrText('爱众享和盛咖学院');
    assert.ok(result.includes('Ai众享'), `Should correct 爱众享→Ai众享, got "${result}"`);
    assert.ok(result.includes('盛咖学愿'), `Should correct 盛咖学院→盛咖学愿, got "${result}"`);
  });

  it('"大窝的暖炉原理" → 大沃 + 火炉原理', () => {
    const result = correctAsrText('大窝的暖炉原理');
    assert.ok(result.includes('大沃'), `Should correct 大窝→大沃, got "${result}"`);
    assert.ok(result.includes('火炉原理'), `Should correct 暖炉→火炉, got "${result}"`);
  });

  it('复合错误经完整流水线后应路由到KB', () => {
    assertPipelineRouteKb('一城系统的小洪怎么吃');
    assertPipelineRouteKb('大百和小柏的区别是什么');
    assertPipelineRouteKb('爱众享和盛咖学院介绍');
  });
});

// ================================================================
// 10. 真实语音场景模拟 —— 模拟用户真实说话方式的ASR输出
// ================================================================
describe('真实语音场景 —— 模拟实际用户说话的ASR识别结果', () => {

  it('"那个一城系统是干嘛的呀" → 应路由到KB', () => {
    assertPipelineRouteKb('那个一城系统是干嘛的呀');
  });

  it('"小洪和大百一起吃吗" → 应路由到KB', () => {
    assertPipelineRouteKb('小洪和大百一起吃吗');
  });

  it('"我想问一下那个暖炉原理是什么意思" → 应路由到KB', () => {
    assertPipelineRouteKb('我想问一下那个暖炉原理是什么意思');
  });

  it('"你们那个double pm是什么公司" → 应路由到KB', () => {
    assertPipelineRouteKb('你们那个double pm是什么公司');
  });

  it('"吃了以后有整应反应怎么办" → 应路由到KB', () => {
    assertPipelineRouteKb('吃了以后有整应反应怎么办');
  });

  it('"盛咖学院里面的课程怎么看" → 应路由到KB', () => {
    assertPipelineRouteKb('盛咖学院里面的课程怎么看');
  });

  it('"那个营养配送系统是怎么回事" → 应路由到KB', () => {
    assertPipelineRouteKb('那个营养配送系统是怎么回事');
  });

  it('"新人起步三观是什么" → 应路由到KB', () => {
    assertPipelineRouteKb('新人起步三观是什么');
  });

  it('"维适多怎么服用" → 应路由到KB', () => {
    assertPipelineRouteKb('维适多怎么服用');
  });

  it('"大窝能帮我介绍一下大百吗" → 应路由到KB', () => {
    assertPipelineRouteKb('大窝能帮我介绍一下大百吗');
  });

  it('"五加一活动是什么" → 应路由到KB', () => {
    assertPipelineRouteKb('五加一活动是什么');
  });

  it('"阿育费陀跟PM产品有什么关系" → 应路由到KB', () => {
    assertPipelineRouteKb('阿育费陀跟PM产品有什么关系');
  });
});

// ================================================================
// 11. 负面用例 —— 正常文本不应被ASR纠错误改
// ================================================================
describe('负面用例 —— 正常文本不应被误纠', () => {

  it('"一成不变" → 不应被改为"一成系统不变"', () => {
    const result = correctAsrText('一成不变');
    assert.ok(!result.includes('一成系统'), `"一成不变" should NOT be corrected, got "${result}"`);
  });

  it('"今天天气好" → 保持不变', () => {
    const result = correctAsrText('今天天气好');
    assert.equal(result, '今天天气好');
  });

  it('"你好" → 保持不变', () => {
    const result = correctAsrText('你好');
    assert.equal(result, '你好');
  });

  it('"谢谢你帮忙" → 保持不变', () => {
    const result = correctAsrText('谢谢你帮忙');
    assert.equal(result, '谢谢你帮忙');
  });

  it('"大白天出去" → 不应被纠正为PM产品', () => {
    // "大白" 后面跟 "天" 不在suffix list，不应触发产品扩展
    const result = correctAsrText('大白天出去');
    assert.ok(!result.includes('Basics'), `"大白天出去" should NOT trigger product alias, got "${result}"`);
  });

  it('"小白兔" → 不应被纠正为PM产品', () => {
    const result = correctAsrText('小白兔');
    assert.ok(!result.includes('Restorate'), `"小白兔" should NOT trigger product alias, got "${result}"`);
  });
});

console.log('\n=== ASR覆盖测试加载完成 ===\n');