Fretboard

AI Features Documentation

Overview

Our guitar learning app leverages cutting-edge AI technology to provide an immersive, personalized, and engaging learning experience. The AI system is built on multiple specialized modules that work together to create a comprehensive learning platform.

🤖 Core AI Architecture

NVIDIA API Integration

Modular AI System

🎵 Audio Analysis & Real-Time Feedback

Features

Technical Implementation

// Real-time audio analysis
const audioAnalyzer = new AudioAnalyzer();
await audioAnalyzer.initialize();
audioAnalyzer.startAnalysis();

// Callback system for feedback
audioAnalyzer.setCallbacks({
  onChordDetected: (chordData) => { /* Handle chord detection */ },
  onTimingFeedback: (timingData) => { /* Handle timing feedback */ },
  onPitchFeedback: (pitchData) => { /* Handle pitch feedback */ },
  onTechniqueFeedback: (techniqueData) => { /* Handle technique feedback */ }
});

Supported Analysis

🧠 Adaptive Learning System

Personalized Learning Paths

Features

Implementation

// Create user profile
const profile = adaptiveLearning.createUserProfile(userId, {
  skillLevel: 'beginner',
  learningStyle: 'mixed',
  interests: ['rock', 'pop', 'blues'],
  practiceTime: 30,
  goals: ['learn basic chords', 'play songs']
});

// Generate personalized plan
const learningPlan = await adaptiveLearning.generateLearningPlan(userId, 'chord_progressions');

🎮 Gamification Engine

Achievement System

Badge System

Challenge System

Points & Levels

🎤 Voice Assistant

Voice Commands

Features

Technical Implementation

// Initialize voice assistant
voiceAssistant.setCallbacks({
  onCommand: (command, transcript) => { /* Handle commands */ },
  onError: (error) => { /* Handle errors */ },
  onStart: () => { /* Listening started */ },
  onEnd: () => { /* Listening stopped */ }
});

// Start listening
voiceAssistant.startListening();

🎶 Music Generation

AI-Generated Backing Tracks

Features

Implementation

// Generate backing track
const backingTrack = await musicGenerator.generateBackingTrack(
  ['C', 'Am', 'F', 'G'], // Chord progression
  {
    style: 'pop',
    tempo: 120,
    duration: 60,
    instruments: ['drums', 'bass', 'piano']
  }
);

// Play the track
await musicGenerator.playBackingTrack(backingTrack.id);

🎸 Interactive Fretboard Features

Advanced Chord Selection

Fretboard Navigation

📊 Progress Tracking & Analytics

Comprehensive Metrics

AI-Powered Insights

Data Visualization

🔧 Technical Specifications

API Integration

Performance Optimization

Browser Compatibility

🚀 Future Enhancements

Planned Features

AI Improvements

📈 Usage Statistics

Key Metrics

Performance Benchmarks

🛠️ Development & Maintenance

Code Organization

Monitoring & Analytics

📚 API Reference

Audio Analyzer

// Initialize
await audioAnalyzer.initialize();

// Start analysis
audioAnalyzer.startAnalysis();

// Set callbacks
audioAnalyzer.setCallbacks(callbacks);

// Stop analysis
audioAnalyzer.stopAnalysis();

Adaptive Learning

// Create profile
adaptiveLearning.createUserProfile(userId, profileData);

// Generate plan
await adaptiveLearning.generateLearningPlan(userId, focusArea);

// Get recommendations
await adaptiveLearning.getPersonalizedRecommendations(userId, type);

Gamification Engine

// Update stats
gamificationEngine.updateUserStats(userId, activityData);

// Get achievements
gamificationEngine.getUserAchievements(userId);

// Get leaderboard
gamificationEngine.getLeaderboard(category, limit);

Voice Assistant

// Start listening
voiceAssistant.startListening();

// Stop listening
voiceAssistant.stopListening();

// Speak text
voiceAssistant.speak(text, options);

Music Generator

// Generate track
await musicGenerator.generateBackingTrack(chords, options);

// Play track
await musicGenerator.playBackingTrack(trackId);

// Stop track
musicGenerator.stopBackingTrack();

Progress Tracker

// Track activity
progressTracker.trackActivity(userId, activityData);

// Get progress
progressTracker.getProgressSummary(userId);

// Get insights
progressTracker.getUserInsights(userId);

🎯 Best Practices

For Developers

For Users

🔒 Privacy & Security

Data Protection

Security Measures

This documentation is continuously updated as new AI features are added and existing features are improved.

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