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Read-Aloud Fluency Coach

Children read aloud and get words-per-minute and tricky words.

Intermediate16h2–3 people17/20 fit
TL;DR

Build Read-Aloud Fluency Coach for early readers and teachers in ~16h with 2–3 people. Stack: Whisper + Next.js + Charts.

Why it wins: Literacy impact with a strong demo.

Build flow

01 · Problem
Teachers cannot listen to every child read every day.
02 · Solution
Transcribe reading, align with the passage, compute accuracy and pace and highlight missed words for practice.
03 · Build
  1. 1Record reading
  2. 2Transcribe
  3. 3Align to text
  4. 4Score
04 · Demo
A child reads a passage and the missed words light up.

MVP checklist

  • Passage library
  • Alignment
  • Accuracy and pace
  • Practice list

Tech stack

TechRole
WhisperSpeech-to-text
Next.jsFrontend + API routes
ChartsData visualisation

Reference repos

Open-source projects you can build on. Links checked 2026-10-31.

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