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| Component | Tech Stack (suggested) | Key APIs / Libraries | |-----------|-----------------------|----------------------| | | React (or vanilla JS) + Styled‑Components | Web Audio API, Tone.js for visual tuner | | Audio Capture & Processing | Web Audio API + MediaRecorder | Pitch detection: crepe (TensorFlow.js) or Meyda | | AI Scoring Engine | Node.js server with TensorFlow.js model (trained on sax recordings) | Pre‑trained pitch‑accuracy model + custom classification for tone | | Recommendation Engine | Simple rule‑based engine (or lightweight recommendation API) | Uses user’s score, instrument type, genre preference | | Persistence / Lead Capture | Firebase / Supabase (for quick signup) | Store email + practice plan for follow‑up newsletters | | Accessibility | ARIA labels, keyboard‑navigable, high‑contrast mode | WCAG 2.2 AA compliance | In 2025, a website’s performance on mobile devices