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static/index.html
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<!DOCTYPE html>
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<html lang="en">
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<head>
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<meta charset="UTF-8">
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<meta name="viewport" content="width=device-width, initial-scale=1.0">
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<title>
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<link rel="stylesheet" href="styles.css">
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<link href="
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<script src="script.js"></script>
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</body>
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</html>
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<!DOCTYPE html>
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<html lang="en">
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<head>
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<meta charset="UTF-8">
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<meta name="viewport" content="width=device-width, initial-scale=1.0">
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<title>VibeMl Music Recommendation</title>
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<link rel="stylesheet" href="/styles.css">
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<!-- OR use the static path: <link rel="stylesheet" href="/static/styles.css"> -->
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</head>
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<body>
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<div class="app-container">
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<!-- Navigation Bar -->
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<nav class="navbar">
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<div class="nav-content">
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<div class="nav-logo">
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<i class="fas fa-music"></i>
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<span>Vibe ML</span>
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</div>
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<div class="nav-links">
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<a href="#home" class="nav-link active" data-page="home">
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<i class="fas fa-home"></i>
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Get Recommendations
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</a>
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<a href="#about" class="nav-link" data-page="about">
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<i class="fas fa-info-circle"></i>
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About
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</a>
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</div>
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<div class="nav-user">
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<i class="fab fa-github"></i>
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<span>GitHub</span>
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</div>
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</div>
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</nav>
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<!-- Home Page (Music Recommendations) -->
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<div id="homePage" class="page active">
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<!-- Main Content -->
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<main class="main-content">
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<!-- Search Section -->
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<section class="search-section">
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<div class="search-container">
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<h2>Discover Your Next Favorite Song</h2>
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<div class="search-box">
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<i class="fas fa-search search-icon"></i>
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<input
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type="text"
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id="searchInput"
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placeholder="Search by song name or artist..."
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autocomplete="off"
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>
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<div class="search-spinner" id="searchSpinner">
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<i class="fas fa-spinner fa-spin"></i>
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</div>
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</div>
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<div class="search-results" id="searchResults"></div>
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</div>
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</section>
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<!-- Trending Songs Section -->
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<section class="trending-section" id="trendingSection">
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<div class="trending-container">
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<div class="trending-header">
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<h3>Trending Songs</h3>
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<p>Popular tracks to get you started</p>
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</div>
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<div class="trending-grid" id="trendingGrid">
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<!-- Trending songs will be inserted here -->
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</div>
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</div>
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</section>
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<!-- Current Playing Section -->
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<section class="now-playing-section" id="nowPlayingSection" style="display: none;">
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<div class="now-playing-container">
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<div class="now-playing-header">
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<h3>Now Playing</h3>
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</div>
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<div class="current-song-card" id="currentSongCard">
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<!-- Current song details will be inserted here -->
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</div>
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</div>
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</section>
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<!-- Recommendations Section -->
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<section class="recommendations-section" id="recommendationsSection" style="display: none;">
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<div class="recommendations-container">
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<div class="recommendations-header">
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<h3>Recommended for You</h3>
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<p>Based on your current selection</p>
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</div>
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<div class="recommendations-grid" id="recommendationsGrid">
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<!-- Recommended songs will be inserted here -->
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</div>
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</div>
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</section>
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</main>
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</div>
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<!-- About Page -->
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<div id="aboutPage" class="page">
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<main class="about-main">
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<div class="about-hero">
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<h1>About Vibe ML</h1>
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<p class="about-subtitle">
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Vibe ML is an intelligent music recommendation system that helps you discover new music through
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advanced audio analysis and machine learning technology.
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</p>
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</div>
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<div class="features-grid">
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<div class="feature-card">
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<div class="feature-icon">
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<i class="fas fa-brain"></i>
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</div>
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<h3>Machine Learning Powered</h3>
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<p>Using K-means clustering with distinct clusters, we group songs based on their audio features to find the most similar tracks.</p>
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</div>
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<div class="feature-card">
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<div class="feature-icon">
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<i class="fas fa-waveform"></i>
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</div>
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<h3>Audio Analysis</h3>
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<p>We analyze multiple audio features including danceability, energy, valence, acousticness, and tempo to understand each song's unique characteristics.</p>
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</div>
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<div class="feature-card">
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<div class="feature-icon">
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<i class="fas fa-database"></i>
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</div>
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<h3>Vast Music Database</h3>
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<p>Our system is built on a comprehensive database of songs, allowing for diverse and accurate recommendations across different genres and styles.</p>
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</div>
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<div class="feature-card">
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<div class="feature-icon">
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<i class="fas fa-user-music"></i>
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</div>
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<h3>Personalized Discovery</h3>
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<p>Find new music based on songs you already love, helping you discover artists and tracks that match your musical taste.</p>
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</div>
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</div>
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<div class="how-it-works">
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<h2>How It Works</h2>
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<div class="how-it-works-content">
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<p class="how-it-works-intro">
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Vibe ML uses a sophisticated K-means clustering algorithm with 20 clusters to group songs based on their
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audio features. Our recommendation process follows these steps:
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</p>
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<div class="process-steps">
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<ol class="steps-list">
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<li>Standardizes the song's audio features using StandardScaler</li>
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<li>Identifies which of the 20 clusters the song belongs to</li>
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<li>Finds songs within the same cluster</li>
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<li>Calculates Euclidean distances to find the most similar matches</li>
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<li>Enriches results with iTunes preview data</li>
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</ol>
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</div>
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<div class="audio-features-section">
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<p class="features-intro">The audio features we analyze include:</p>
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<div class="features-columns">
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<div class="features-column">
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<ul class="features-list-simple">
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<li>Acousticness</li>
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<li>Energy</li>
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<li>Liveness</li>
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<li>Speechiness</li>
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<li>Valence</li>
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</ul>
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</div>
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<div class="features-column">
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<ul class="features-list-simple">
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<li>Danceability</li>
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<li>Instrumentalness</li>
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<li>Loudness</li>
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<li>Tempo</li>
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</ul>
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</div>
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</div>
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</div>
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</div>
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</div>
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</main>
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</div>
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<!-- REMOVED: Music Player section completely -->
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<!-- Loading Overlay -->
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<div class="loading-overlay" id="loadingOverlay" style="display: none;">
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<div class="loading-content">
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<div class="loading-spinner"></div>
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<p>Getting recommendations...</p>
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</div>
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</div>
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<!-- Toast Notifications -->
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<div class="toast-container" id="toastContainer"></div>
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</div>
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<!-- Hidden audio element for playing music -->
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<audio id="audioPlayer" preload="metadata"></audio>
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<script src="/script.js"></script>
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<!-- OR use the static path: <script src="/static/script.js"></script> -->
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</body>
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</html>
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