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        "ref": "வைகோ",
        "hyp": "வைக்கோ",
        "count": 2
      },
      {
        "ref": "அரசு",
        "hyp": "அரசுப்",
        "count": 2
      },
      {
        "ref": "இண்டியம்",
        "hyp": "இந்திய",
        "count": 2
      },
      {
        "ref": "வழக்குப்பதிவு",
        "hyp": "பதிவு",
        "count": 2
      }
    ],
    "top_insertions": [
      {
        "word": "இந்த",
        "count": 3
      },
      {
        "word": "இது",
        "count": 2
      },
      {
        "word": "ஸூசை",
        "count": 2
      },
      {
        "word": "சரி",
        "count": 2
      },
      {
        "word": "பதவி",
        "count": 2
      },
      {
        "word": "சிகிச்சை",
        "count": 2
      },
      {
        "word": "உமா",
        "count": 2
      },
      {
        "word": "ஒரு",
        "count": 2
      },
      {
        "word": "எம்",
        "count": 2
      },
      {
        "word": "எல்",
        "count": 2
      },
      {
        "word": "அரசியல்",
        "count": 2
      },
      {
        "word": "எஸ்",
        "count": 2
      },
      {
        "word": "இதனை",
        "count": 2
      },
      {
        "word": "அந்த",
        "count": 2
      },
      {
        "word": "பல",
        "count": 2
      },
      {
        "word": "பேருமான்",
        "count": 1
      },
      {
        "word": "முல்லைத்",
        "count": 1
      },
      {
        "word": "நாசம்",
        "count": 1
      },
      {
        "word": "செந்தில்",
        "count": 1
      },
      {
        "word": "பாவம்",
        "count": 1
      }
    ],
    "top_deletions": [
      {
        "word": "இருந்து",
        "count": 6
      },
      {
        "word": "ஆகும்",
        "count": 4
      },
      {
        "word": "தான்",
        "count": 3
      },
      {
        "word": "வாயு",
        "count": 2
      },
      {
        "word": "மேல்",
        "count": 2
      },
      {
        "word": "மாற்றி",
        "count": 2
      },
      {
        "word": "அமையும்",
        "count": 2
      },
      {
        "word": "உள்ள",
        "count": 2
      },
      {
        "word": "துறையின்",
        "count": 2
      },
      {
        "word": "என்ற",
        "count": 2
      },
      {
        "word": "போது",
        "count": 2
      },
      {
        "word": "படத்தை",
        "count": 1
      },
      {
        "word": "பலத்",
        "count": 1
      },
      {
        "word": "தேர்வு",
        "count": 1
      },
      {
        "word": "யாழ்",
        "count": 1
      },
      {
        "word": "ஊன்றித்",
        "count": 1
      },
      {
        "word": "கொள்ளும்",
        "count": 1
      },
      {
        "word": "விழாவில்",
        "count": 1
      },
      {
        "word": "கோரி",
        "count": 1
      },
      {
        "word": "மை",
        "count": 1
      }
    ],
    "error_buckets": {
      "numeric_mismatch_count": 0,
      "punctuation_only_count": 3,
      "spacing_tokenization_count": 19,
      "entity_mismatch_count": 0,
      "script_confusion_count": 0,
      "empty_hypothesis_count": 0
    },
    "examples": {
      "worst_samples": [
        "844424931272869-807-f",
        "844424933427227-409-m",
        "844424933431476-409-m"
      ],
      "best_samples": [
        "844424932817315-864-m",
        "844424932837381-146-f",
        "844424930439471-781-f"
      ],
      "numeric_mismatch_samples": []
    }
  },
  "telugu": {
    "top_substitutions": [
      {
        "ref": "అంతేకాదు",
        "hyp": "కాదు",
        "count": 4
      },
      {
        "ref": "మండలం",
        "hyp": "మండలంలోని",
        "count": 4
      },
      {
        "ref": "చేసుకుని",
        "hyp": "చేసుకొని",
        "count": 3
      },
      {
        "ref": "తెలంగాణా",
        "hyp": "తెలంగాణ",
        "count": 3
      },
      {
        "ref": "కాని",
        "hyp": "కానీ",
        "count": 3
      },
      {
        "ref": "హీరోయిన్",
        "hyp": "హీరోయిన్గా",
        "count": 2
      },
      {
        "ref": "అందరు",
        "hyp": "అందరూ",
        "count": 2
      },
      {
        "ref": "ఎల్అండ్టీ",
        "hyp": "టీ",
        "count": 2
      },
      {
        "ref": "ఇవ్వబోతున్నట్టు",
        "hyp": "ఇవ్వబోతున్నట్లు",
        "count": 2
      },
      {
        "ref": "అర్ధం",
        "hyp": "అర్థం",
        "count": 2
      },
      {
        "ref": "తరువాత",
        "hyp": "తర్వాత",
        "count": 2
      },
      {
        "ref": "స్వామీ",
        "hyp": "స్వామి",
        "count": 2
      },
      {
        "ref": "నిపుణులు",
        "hyp": "నిపుణుల",
        "count": 2
      },
      {
        "ref": "అంతేకాకుండా",
        "hyp": "కాకుండా",
        "count": 2
      },
      {
        "ref": "ఇలా",
        "hyp": "ఎలా",
        "count": 2
      },
      {
        "ref": "జరుగుతోంది",
        "hyp": "జరుగుతుంది",
        "count": 2
      },
      {
        "ref": "కూడ",
        "hyp": "కూడా",
        "count": 2
      },
      {
        "ref": "ఇలాంటి",
        "hyp": "ఎలాంటి",
        "count": 2
      },
      {
        "ref": "కరెంట్",
        "hyp": "కరెంటు",
        "count": 2
      },
      {
        "ref": "ఇదిలా",
        "hyp": "ఇలా",
        "count": 2
      }
    ],
    "top_insertions": [
      {
        "word": "ఈ",
        "count": 6
      },
      {
        "word": "అంతే",
        "count": 6
      },
      {
        "word": "ఎల్",
        "count": 4
      },
      {
        "word": "ఏ",
        "count": 3
      },
      {
        "word": "ముందు",
        "count": 2
      },
      {
        "word": "పోయింది",
        "count": 2
      },
      {
        "word": "గ్రామ",
        "count": 2
      },
      {
        "word": "ఎం",
        "count": 2
      },
      {
        "word": "డి",
        "count": 2
      },
      {
        "word": "వి",
        "count": 2
      },
      {
        "word": "తమ",
        "count": 2
      },
      {
        "word": "ఆర్",
        "count": 2
      },
      {
        "word": "లో",
        "count": 2
      },
      {
        "word": "ప్రధాన",
        "count": 2
      },
      {
        "word": "పీ",
        "count": 2
      },
      {
        "word": "ప్రతి",
        "count": 2
      },
      {
        "word": "సంగీతాన్ని",
        "count": 2
      },
      {
        "word": "కళా",
        "count": 2
      },
      {
        "word": "నాట్య",
        "count": 1
      },
      {
        "word": "కేసీఆర్",
        "count": 1
      }
    ],
    "top_deletions": [
      {
        "word": "లో",
        "count": 10
      },
      {
        "word": "లోని",
        "count": 10
      },
      {
        "word": "గా",
        "count": 5
      },
      {
        "word": "వరకు",
        "count": 3
      },
      {
        "word": "కి",
        "count": 3
      },
      {
        "word": "ను",
        "count": 3
      },
      {
        "word": "తో",
        "count": 2
      },
      {
        "word": "ఆర్",
        "count": 2
      },
      {
        "word": "పైన",
        "count": 2
      },
      {
        "word": "కు",
        "count": 2
      },
      {
        "word": "అని",
        "count": 2
      },
      {
        "word": "ప్రదేశ్",
        "count": 2
      },
      {
        "word": "రోజు",
        "count": 2
      },
      {
        "word": "స్వామి",
        "count": 2
      },
      {
        "word": "మరో",
        "count": 1
      },
      {
        "word": "సే",
        "count": 1
      },
      {
        "word": "అంతే",
        "count": 1
      },
      {
        "word": "సబ్బాత్",
        "count": 1
      },
      {
        "word": "వారం",
        "count": 1
      },
      {
        "word": "లోహాలను",
        "count": 1
      }
    ],
    "error_buckets": {
      "numeric_mismatch_count": 0,
      "punctuation_only_count": 3,
      "spacing_tokenization_count": 34,
      "entity_mismatch_count": 0,
      "script_confusion_count": 0,
      "empty_hypothesis_count": 0
    },
    "examples": {
      "worst_samples": [
        "844424933579330-1192-m",
        "844424930639137-255-f",
        "844424931074891-255-f"
      ],
      "best_samples": [
        "844424933341630-1192-m",
        "844424930696571-308-f",
        "844424932660799-1057-f"
      ],
      "numeric_mismatch_samples": []
    }
  },
  "__summary__": {
    "model_diagnosis": "recognition-limited",
    "primary_error_source": "recognition",
    "numeric_verbalization_impact": "low",
    "formatting_impact": "low",
    "worst_languages": [
      "malayalam",
      "tamil",
      "kannada"
    ],
    "best_languages": [
      "hindi",
      "gujarati",
      "punjabi"
    ]
  }
}