AI Reading Assessment — How It Works | 60-Second WCPM Scoring
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See how AI scores reading fluency in 60 seconds: speech-to-text transcription, automatic error detection (mispronunciations, substitutions, omissions, transpositions), and WCPM vs. grade benchmarks. Try free.
Frequently Asked Questions
How does AI reading assessment work?
The student reads a grade-level passage aloud for 60 seconds. AI transcribes the speech, detects errors (mispronunciations, substitutions, omissions, transpositions), and calculates WCPM automatically. ReadingFluency uses a 3-stage pipeline: (1) speech-to-text transcription, (2) AI-powered error verification that filters false positives like homophones and dialect variations, and (3) WCPM scoring compared to Hasbrouck & Tindal 2017 national norms.
Is AI reading assessment as accurate as a teacher?
ReadingFluency's AI uses a two-stage verification system that catches common false positives (homophones, contractions, dialect) that even experienced assessors sometimes miss. The first stage does word-by-word alignment. The second stage uses AI to review each flagged error against ORF rules. Teachers can also review and adjust results before finalizing scores.
What errors does AI reading assessment detect?
The AI detects mispronunciations, substitutions (reading a different word), omissions (skipping words), and transpositions (swapping word order) per ORF standards. Self-corrections, repetitions, and insertions are correctly classified as non-errors. The system also handles edge cases like proper nouns, compound words, and number words.
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