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Browse files- public/index.html +93 -250
public/index.html
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<style>
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:root {
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/* Brand Colors
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--bg-deep: #1e1b4b;
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--text-yellow: #fbbf24;
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--text-white: #ffffff;
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--text-mute: #94a3b8;
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/*
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--grad-red: linear-gradient(135deg, #ef4444, #f43f5e);
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--grad-purple: linear-gradient(135deg, #6366f1, #8b5cf6);
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--grad-orange: linear-gradient(135deg, #f97316, #fb923c);
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--grad-blue: linear-gradient(135deg, #3b82f6, #0ea5e9);
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--grad-green: linear-gradient(135deg, #22c55e, #10b981);
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/* Layout Colors */
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--card-bg: #ffffff;
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--simba-navy: #0f172a;
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--border-gold: #dca02a;
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}
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body {
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background-color: var(--bg-deep);
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font-family: 'Inter', sans-serif;
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color:
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margin: 0;
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padding: 0;
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overflow-x: hidden;
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}
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/* ---
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.wave-bg {
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position: absolute;
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left: 0;
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width: 100%;
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height: 300px;
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background: repeating-linear-gradient(
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90deg,
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transparent,
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transparent 10px,
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rgba(255, 255, 255, 0.05) 10px,
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rgba(255, 255, 255, 0.05) 12px
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);
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mask-image: linear-gradient(to right, transparent, black 20%, black 80%, transparent);
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z-index: 0;
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pointer-events: none;
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}
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.wave-bar {
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position: absolute;
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bottom: 0;
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width: 4px;
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background: rgba(255,255,255,0.1);
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border-radius: 4px;
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animation: bounce 2s infinite ease-in-out;
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}
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/* --- NAVBAR --- */
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.navbar {
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display: flex;
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justify-content: space-between;
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align-items: center;
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z-index: 10;
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position: relative;
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}
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.nav-logo {
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color: white;
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font-family: 'Rubik', sans-serif;
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font-weight: 700;
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font-size: 20px;
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display: flex;
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align-items: center;
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gap: 10px;
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text-decoration: none;
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}
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.nav-logo img { height: 35px; }
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.nav-links { display: flex; gap: 30px; align-items: center; }
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.nav-links a {
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color: #cbd5e1;
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text-decoration: none;
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font-size: 14px;
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font-weight: 500;
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transition: color 0.2s;
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}
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.nav-links a:hover { color: white; }
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.
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background: var(--grad-blue);
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padding: 8px 20px;
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border-radius: 20px;
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color: white !important;
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font-weight: 600;
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box-shadow: 0 4px 10px rgba(59, 130, 246, 0.3);
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}
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.login-btn {
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background: var(--text-yellow);
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color: var(--bg-deep) !important;
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padding: 8px 20px;
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border-radius: 20px;
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font-weight: 700;
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}
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/* --- HERO SECTION --- */
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.hero {
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display: flex;
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align-items: center;
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justify-content: space-between;
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max-width: 1300px;
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margin: 40px auto 80px;
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padding: 0 40px;
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position: relative;
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z-index: 2;
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}
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.hero-content { flex: 1; max-width: 650px; }
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.
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display: inline-block;
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padding: 5px 15px;
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border-radius: 8px;
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margin-bottom: 20px;
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}
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.conference-tag img { height: 25px; }
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.hero h1 {
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font-family: 'Rubik', sans-serif;
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font-size: 56px;
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font-weight: 800;
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color: white;
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margin: 0;
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line-height: 1.1;
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}
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.hero h2 {
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font-family: 'Rubik', sans-serif;
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font-size: 28px;
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font-weight: 700;
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color: var(--text-yellow);
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margin: 10px 0 20px;
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letter-spacing: 1px;
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}
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.hero p {
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color: var(--text-mute);
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font-size: 16px;
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line-height: 1.6;
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margin-bottom: 40px;
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max-width: 90%;
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}
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/* --- HERO BUTTONS --- */
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.hero-buttons {
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display: flex;
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flex-wrap: wrap;
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gap: 15px;
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}
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.h-btn {
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text-decoration: none;
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color: white;
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padding: 12px 24px;
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border-radius: 30px;
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font-family: 'Rubik', sans-serif;
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font-weight: 600;
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font-size: 14px;
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display: flex;
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align-items: center;
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gap: 8px;
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transition: transform 0.2s, box-shadow 0.2s;
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}
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.h-btn:hover { transform: translateY(-2px); filter: brightness(1.1); }
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.h-btn i { font-size: 16px; }
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.btn-paper { background: var(--grad-red); box-shadow: 0 4px 15px rgba(239, 68, 68, 0.4); }
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.btn-pipeline { background: var(--grad-purple); box-shadow: 0 4px 15px rgba(99, 102, 241, 0.4); }
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.btn-dataset { background: var(--grad-orange); box-shadow: 0 4px 15px rgba(249, 115, 22, 0.4); }
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.btn-models { background: var(--grad-blue); box-shadow: 0 4px 15px rgba(59, 130, 246, 0.4); }
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.btn-leaderboard { background: var(--grad-green); box-shadow: 0 4px 15px rgba(34, 197, 94, 0.4); }
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.hero-visual {
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flex: 1;
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display: flex;
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justify-content: flex-end;
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position: relative;
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}
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.hero-visual img {
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max-width: 100%;
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height: auto;
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/* Simple fade animation */
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animation: fadeIn 1.5s ease-out;
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}
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/* --- LEADERBOARD SECTION --- */
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.leaderboard-section {
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background: #f8fafc;
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border-radius: 24px 24px 0 0;
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padding: 60px 40px;
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min-height: 100vh;
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}
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.lb-container { max-width: 1300px; margin: 0 auto; }
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.content-card {
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background: white;
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border-radius: 16px;
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padding: 30px;
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box-shadow: 0 10px 30px rgba(0,0,0,0.05);
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margin-bottom: 40px;
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}
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/*
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.
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.tabs { display: flex; gap: 10px; margin-bottom: 25px; }
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.tab-btn {
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padding:
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font-weight: 600; color: #64748b; cursor: pointer; transition: 0.2s;
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}
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.tab-btn.active { background: var(--simba-navy); color: white; box-shadow: 0 4px 10px rgba(15, 23, 42, 0.2); }
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/*
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.
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td { text-align: center; padding: 12px; border-bottom: 1px solid #f1f5f9; color: #334155; }
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th:first-child, td:first-child { text-align: left; font-weight: 700; position: sticky; left: 0; background: white; z-index: 2; }
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th:nth-child(2), td:nth-child(2) { text-align: left; }
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@keyframes fadeIn { from { opacity: 0; transform: translateY(10px); } to { opacity: 1; transform: translateY(0); } }
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/* Mobile */
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@media (max-width: 900px) {
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.hero { flex-direction: column; text-align: center; }
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.hero-visual { margin-top: 40px; justify-content: center; }
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.hero-buttons { justify-content: center; }
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.nav-links { display: none; }
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}
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</style>
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</head>
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Voice of a Continent
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</a>
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<div class="nav-links">
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<a href="https://arxiv.org/abs/2510.17998">Paper</a>
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<a href="https://github.com/UBC-NLP/simba">Pipeline</a>
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<a href="https://huggingface.co/datasets/UBC-NLP/simba">Dataset</a>
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<a href="#">Models</a>
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<a href="#">Leaderboard</a>
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<a href="#">Citation</a>
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<a href="#" class="nav-btn-action">Submit New Results</a>
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<a href="#" class="login-btn">Login</a>
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<div class="hero">
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<div class="wave-bg"></div>
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<div class="hero-content">
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<div class="conference-tag">
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<span style="font-weight:800; color:#cc0000;">EMNLP 2025</span>
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<span style="font-size:12px; color:#555;">Suzhou, China</span>
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</div>
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<h1>Voice of a Continent</h1>
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<h2>Mapping Africa’s Speech Technology</h2>
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<p>
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SimbaBench bridges the digital divide with a unified suite for African AI: the largest
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open-source speech benchmark covering 61 languages, best-in-class multilingual models,
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and an interactive leaderboard
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</p>
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<div class="hero-buttons">
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<a href="https://arxiv.org/abs/2510.17998" target="_blank" class="h-btn btn-paper">
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</a>
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<a href="
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</a>
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<a href="https://huggingface.co/datasets/UBC-NLP/simba" target="_blank" class="h-btn btn-dataset">
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<i class="fa-solid fa-database"></i> Dataset
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</a>
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<a href="#" class="h-btn btn-models">
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<i class="fa-solid fa-bolt"></i> Models
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</a>
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<a href="#leaderboard-anchor" class="h-btn btn-leaderboard">
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<i class="fa-solid fa-trophy"></i> Leaderboard
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</a>
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</div>
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</div>
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<div class="hero-visual">
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<img src="https://africa.dlnlp.ai/simba/images/simbabench_header.png" alt="Africa
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</div>
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</div>
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<div class="leaderboard-section" id="leaderboard-anchor">
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<div class="lb-container">
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<div class="content-card">
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<div id="loader" style="text-align:center; padding:40px; color:#64748b;">
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<i class="fa-solid fa-circle-notch fa-spin fa-2x"></i><br><br>Loading Leaderboard Data...
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</div>
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<div id="content" style="display:none;">
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<div class="tabs">
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<button class="tab-btn active" onclick="setTab('asr'
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<button class="tab-btn" onclick="setTab('tts'
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<button class="tab-btn" onclick="setTab('slid'
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</div>
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<div id="asr" class="view active">
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<div class="controls">
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<span style="font-weight:600; color:#0f172a;">View Mode:</span>
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<button id="btn-fam" class="h-btn btn-models" style="padding:6px 15px; font-size:12px;" onclick="setASRMode('family')">By Family</button>
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<button id="btn-mod" class="h-btn" style="background:#cbd5e1; color:#334155; padding:6px 15px; font-size:12px;" onclick="setASRMode('model')">By Model</button>
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<div style="flex-grow:1; text-align:right;">
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<div id="grp-fam" style="display:inline-block;">
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</div>
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</div>
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</div>
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<h3 id="asr-title" style="color:#d97706; font-size:18px;"></h3>
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<div id="asr-legend" style="background:#f1f5f9; padding:10px; font-size:13px; border-radius:6px; margin-bottom:15px; display:none;"></div>
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<div id="asr-table" class="table-wrap"></div>
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<div id="slid" class="view">
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<div id="slid-table" class="table-wrap"></div>
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</div>
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</div>
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</div>
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<div style="text-align:center; color:#64748b; margin-top:40px;">
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<p>© 2025 Simba Benchmark. <a href="https://africa.dlnlp.ai/simba/" style="color:#d97706;">Official Website</a></p>
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</div>
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</div>
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</div>
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<script>
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// ---
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const NAME_TO_ISO = {
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'Afrikaans': 'afr', 'Akuapim-twi': 'ak', 'Amharic': 'amh', 'Asante-twi': 'tw',
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'Bemba': 'bem', 'Hausa': 'hau', 'Igbo': 'ibo', 'Yoruba': 'yor', 'Zulu': 'zul',
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let DATA = null;
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let asrMode = 'family';
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fetch('/api/data').then(r=>r.json()).then(d=>{
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DATA = d;
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document.getElementById('loader').style.display='none';
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populate('asr-select-fam', DATA.metadata.families);
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populate('asr-select-mod', DATA.metadata.models);
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populate('tts-select', DATA.metadata.tts_models);
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}
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function populate(id, list) {
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list.forEach(i=>{ let o=document.createElement('option'); o.value=i; o.text=i; s.add(o); });
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}
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function fmt(n) { return (n==null)?'N/A':n.toFixed(2); }
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function getIso(name) { return NAME_TO_ISO[name] || name.substring(0,3); }
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// --- ASR ---
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function renderASR() {
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const div = document.getElementById('asr-table');
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const legend = document.getElementById('asr-legend');
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if(asrMode==='family'){
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const val = document.getElementById('asr-select-fam').value;
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document.getElementById('asr-title').innerText = `Results for Family: ${val}`;
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const d = DATA.asr.by_family[val];
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if(!d) return;
|
| 434 |
|
| 435 |
-
// Legend
|
| 436 |
legend.style.display = 'block';
|
| 437 |
legend.innerHTML = `<b>Codes:</b> ` + d.languages.map(l => `<span style="margin-right:10px"><b>${getIso(l)}</b>=${l}</span>`).join("");
|
| 438 |
|
| 439 |
-
// Table
|
| 440 |
html = `<table><thead><tr><th>Model</th><th>Avg WER/CER <i class="fa-solid fa-arrow-down arrow-down"></i></th>`;
|
| 441 |
d.languages.forEach(l => html += `<th>${getIso(l)}</th>`);
|
| 442 |
html += `</tr></thead><tbody>`;
|
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@@ -453,22 +303,19 @@
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const val = document.getElementById('asr-select-mod').value;
|
| 454 |
document.getElementById('asr-title').innerText = `Results for Model: ${val}`;
|
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legend.style.display = 'none';
|
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-
|
| 457 |
const rows = DATA.asr.by_model[val];
|
| 458 |
html = `<table><thead><tr><th>Language</th><th>Family</th><th>WER (%) <i class="fa-solid fa-arrow-down arrow-down"></i></th><th>CER (%) <i class="fa-solid fa-arrow-down arrow-down"></i></th></tr></thead><tbody>`;
|
| 459 |
rows.forEach(r => {
|
| 460 |
html += `<tr><td>${r.Language}</td><td>${r.Family}</td><td>${fmt(r.WER)}</td><td>${fmt(r.CER)}</td></tr>`;
|
| 461 |
});
|
| 462 |
}
|
| 463 |
-
html += `</tbody></table>`;
|
| 464 |
div.innerHTML = html;
|
| 465 |
}
|
| 466 |
|
| 467 |
-
// --- TTS ---
|
| 468 |
function renderTTS() {
|
| 469 |
const val = document.getElementById('tts-select').value;
|
| 470 |
document.getElementById('tts-title').innerText = `Results for Model: ${val}`;
|
| 471 |
-
|
| 472 |
const rows = DATA.tts[val];
|
| 473 |
if(!rows) return;
|
| 474 |
|
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@@ -479,15 +326,12 @@
|
|
| 479 |
{k:'speechbleu', l:'SpBLEU', h:true}, {k:'speechbert_score', l:'SpBERT', h:true}
|
| 480 |
];
|
| 481 |
|
| 482 |
-
// Averages
|
| 483 |
let sums={}, c=0;
|
| 484 |
metrics.forEach(m=>sums[m.k]=0);
|
| 485 |
rows.forEach(r=>{ metrics.forEach(m=>sums[m.k]+=(r[m.k]||0)); c++; });
|
| 486 |
-
|
| 487 |
let sumHTML = metrics.map(m => `<span>${m.l}: <b>${fmt(sums[m.k]/c)}</b></span>`).join(" | ");
|
| 488 |
document.getElementById('tts-summary').innerHTML = "<b>Averages: </b>" + sumHTML;
|
| 489 |
|
| 490 |
-
// Table
|
| 491 |
let html = `<table><thead><tr><th>Language</th>`;
|
| 492 |
metrics.forEach(m => {
|
| 493 |
let icon = m.h ? 'up' : 'down';
|
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@@ -500,11 +344,10 @@
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| 500 |
metrics.forEach(m => html += `<td>${fmt(r[m.k])}</td>`);
|
| 501 |
html += `</tr>`;
|
| 502 |
});
|
| 503 |
-
html += `</tbody></table>`;
|
| 504 |
document.getElementById('tts-table').innerHTML = html;
|
| 505 |
}
|
| 506 |
|
| 507 |
-
// --- SLID ---
|
| 508 |
function renderSLID() {
|
| 509 |
let html = `<table><thead><tr><th>Language</th><th>MMS <i class="fa-solid fa-arrow-up arrow-up"></i></th><th>Simba <i class="fa-solid fa-arrow-up arrow-up"></i></th></tr></thead><tbody>`;
|
| 510 |
DATA.slid.forEach(r => {
|
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@@ -513,24 +356,24 @@
|
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| 513 |
if(m > s) mS = `<b style="color:green">${mS}</b>`; else if(s > m) sS = `<b style="color:green">${sS}</b>`;
|
| 514 |
html += `<tr><td>${r.Language}</td><td>${mS}</td><td>${sS}</td></tr>`;
|
| 515 |
});
|
| 516 |
-
html += `</tbody></table>`;
|
| 517 |
document.getElementById('slid-table').innerHTML = html;
|
| 518 |
}
|
| 519 |
|
| 520 |
-
// ---
|
| 521 |
-
window.setTab = (id
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| 522 |
document.querySelectorAll('.view').forEach(e => e.classList.remove('active'));
|
| 523 |
document.querySelectorAll('.tab-btn').forEach(e => e.classList.remove('active'));
|
| 524 |
-
|
| 525 |
-
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|
| 526 |
};
|
| 527 |
|
| 528 |
window.setASRMode = (m) => {
|
| 529 |
asrMode = m;
|
| 530 |
document.getElementById('grp-fam').style.display = m==='family'?'inline-block':'none';
|
| 531 |
document.getElementById('grp-mod').style.display = m==='model'?'inline-block':'none';
|
| 532 |
-
|
| 533 |
-
// Update button styles
|
| 534 |
const b1 = document.getElementById('btn-fam');
|
| 535 |
const b2 = document.getElementById('btn-mod');
|
| 536 |
if(m==='family') {
|
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<style>
|
| 15 |
:root {
|
| 16 |
+
/* Brand Colors */
|
| 17 |
+
--bg-deep: #1e1b4b;
|
| 18 |
+
--text-yellow: #fbbf24;
|
| 19 |
--text-white: #ffffff;
|
| 20 |
+
--text-mute: #94a3b8;
|
| 21 |
|
| 22 |
+
/* Gradients */
|
| 23 |
--grad-red: linear-gradient(135deg, #ef4444, #f43f5e);
|
| 24 |
--grad-purple: linear-gradient(135deg, #6366f1, #8b5cf6);
|
| 25 |
--grad-orange: linear-gradient(135deg, #f97316, #fb923c);
|
| 26 |
--grad-blue: linear-gradient(135deg, #3b82f6, #0ea5e9);
|
| 27 |
--grad-green: linear-gradient(135deg, #22c55e, #10b981);
|
| 28 |
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| 29 |
--simba-navy: #0f172a;
|
| 30 |
--border-gold: #dca02a;
|
| 31 |
}
|
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|
| 33 |
body {
|
| 34 |
background-color: var(--bg-deep);
|
| 35 |
font-family: 'Inter', sans-serif;
|
| 36 |
+
color: #334155;
|
| 37 |
margin: 0;
|
| 38 |
padding: 0;
|
| 39 |
overflow-x: hidden;
|
| 40 |
}
|
| 41 |
|
| 42 |
+
/* --- VISIBILITY CLASSES (FIXED) --- */
|
| 43 |
+
.view {
|
| 44 |
+
display: none !important; /* Force hide by default */
|
| 45 |
+
animation: fadeIn 0.4s ease-in-out;
|
| 46 |
+
}
|
| 47 |
+
.view.active {
|
| 48 |
+
display: block !important; /* Force show if active */
|
| 49 |
+
}
|
| 50 |
+
|
| 51 |
+
/* --- WAVE ANIMATION --- */
|
| 52 |
.wave-bg {
|
| 53 |
+
position: absolute; top: 150px; left: 0; width: 100%; height: 300px;
|
| 54 |
+
background: repeating-linear-gradient(90deg, transparent, transparent 10px, rgba(255, 255, 255, 0.05) 10px, rgba(255, 255, 255, 0.05) 12px);
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|
| 55 |
mask-image: linear-gradient(to right, transparent, black 20%, black 80%, transparent);
|
| 56 |
+
z-index: 0; pointer-events: none;
|
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|
| 57 |
}
|
| 58 |
|
| 59 |
/* --- NAVBAR --- */
|
| 60 |
+
.navbar { padding: 20px 40px; display: flex; justify-content: space-between; align-items: center; z-index: 10; position: relative; }
|
| 61 |
+
.nav-logo { color: white; font-family: 'Rubik', sans-serif; font-weight: 700; font-size: 20px; display: flex; align-items: center; gap: 10px; text-decoration: none; }
|
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|
| 62 |
.nav-logo img { height: 35px; }
|
|
|
|
| 63 |
.nav-links { display: flex; gap: 30px; align-items: center; }
|
| 64 |
+
.nav-links a { color: #cbd5e1; text-decoration: none; font-size: 14px; font-weight: 500; transition: color 0.2s; }
|
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|
| 65 |
.nav-links a:hover { color: white; }
|
| 66 |
+
.nav-btn-action { background: var(--grad-blue); padding: 8px 20px; border-radius: 20px; color: white !important; font-weight: 600; box-shadow: 0 4px 10px rgba(59, 130, 246, 0.3); }
|
| 67 |
+
.login-btn { background: var(--text-yellow); color: var(--bg-deep) !important; padding: 8px 20px; border-radius: 20px; font-weight: 700; }
|
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|
| 68 |
|
| 69 |
+
/* --- HERO --- */
|
| 70 |
+
.hero { display: flex; align-items: center; justify-content: space-between; max-width: 1300px; margin: 40px auto 80px; padding: 0 40px; position: relative; z-index: 2; }
|
| 71 |
.hero-content { flex: 1; max-width: 650px; }
|
| 72 |
+
.conference-tag { background: white; display: inline-block; padding: 5px 15px; border-radius: 8px; margin-bottom: 20px; }
|
| 73 |
+
.hero h1 { font-family: 'Rubik', sans-serif; font-size: 56px; font-weight: 800; color: white; margin: 0; line-height: 1.1; }
|
| 74 |
+
.hero h2 { font-family: 'Rubik', sans-serif; font-size: 28px; font-weight: 700; color: var(--text-yellow); margin: 10px 0 20px; letter-spacing: 1px; }
|
| 75 |
+
.hero p { color: var(--text-mute); font-size: 16px; line-height: 1.6; margin-bottom: 40px; max-width: 90%; }
|
| 76 |
|
| 77 |
+
.hero-buttons { display: flex; flex-wrap: wrap; gap: 15px; }
|
| 78 |
+
.h-btn { text-decoration: none; color: white; padding: 12px 24px; border-radius: 30px; font-family: 'Rubik', sans-serif; font-weight: 600; font-size: 14px; display: flex; align-items: center; gap: 8px; transition: transform 0.2s, box-shadow 0.2s; }
|
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|
| 79 |
.h-btn:hover { transform: translateY(-2px); filter: brightness(1.1); }
|
|
|
|
|
|
|
| 80 |
.btn-paper { background: var(--grad-red); box-shadow: 0 4px 15px rgba(239, 68, 68, 0.4); }
|
| 81 |
.btn-pipeline { background: var(--grad-purple); box-shadow: 0 4px 15px rgba(99, 102, 241, 0.4); }
|
| 82 |
.btn-dataset { background: var(--grad-orange); box-shadow: 0 4px 15px rgba(249, 115, 22, 0.4); }
|
| 83 |
.btn-models { background: var(--grad-blue); box-shadow: 0 4px 15px rgba(59, 130, 246, 0.4); }
|
| 84 |
.btn-leaderboard { background: var(--grad-green); box-shadow: 0 4px 15px rgba(34, 197, 94, 0.4); }
|
| 85 |
|
| 86 |
+
.hero-visual { flex: 1; display: flex; justify-content: flex-end; position: relative; }
|
| 87 |
+
.hero-visual img { max-width: 100%; height: auto; animation: fadeIn 1.5s ease-out; }
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 88 |
|
| 89 |
/* --- LEADERBOARD SECTION --- */
|
| 90 |
+
.leaderboard-section { background: #f8fafc; border-radius: 24px 24px 0 0; padding: 60px 40px; min-height: 100vh; }
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 91 |
.lb-container { max-width: 1300px; margin: 0 auto; }
|
| 92 |
|
| 93 |
+
.content-card { background: white; border-radius: 16px; padding: 30px; box-shadow: 0 10px 30px rgba(0,0,0,0.05); margin-bottom: 40px; }
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 94 |
|
| 95 |
+
/* Tabs Style */
|
| 96 |
+
.tabs { display: flex; gap: 10px; margin-bottom: 25px; border-bottom: 2px solid #e2e8f0; padding-bottom: 10px; }
|
|
|
|
| 97 |
.tab-btn {
|
| 98 |
+
padding: 12px 24px; border-radius: 8px; border: none; background: transparent;
|
| 99 |
+
font-weight: 600; color: #64748b; cursor: pointer; transition: 0.2s; font-size: 15px;
|
| 100 |
}
|
| 101 |
+
.tab-btn:hover { background: #f1f5f9; color: var(--simba-navy); }
|
| 102 |
.tab-btn.active { background: var(--simba-navy); color: white; box-shadow: 0 4px 10px rgba(15, 23, 42, 0.2); }
|
| 103 |
+
|
| 104 |
+
/* Controls */
|
| 105 |
+
.controls { display: flex; gap: 15px; margin-bottom: 20px; align-items: center; flex-wrap: wrap; background: #f1f5f9; padding: 15px; border-radius: 12px; }
|
| 106 |
+
select { padding: 8px; border-radius: 6px; border: 1px solid #cbd5e1; cursor: pointer; font-size: 14px; min-width: 220px; }
|
| 107 |
+
|
| 108 |
+
/* Tables */
|
| 109 |
+
.table-wrap { overflow-x: auto; border: 1px solid #e2e8f0; border-radius: 8px; }
|
| 110 |
+
table { width: 100%; border-collapse: collapse; font-size: 14px; background: white; }
|
| 111 |
+
th { text-align: center; padding: 15px; color: var(--simba-navy); border-bottom: 2px solid #e2e8f0; vertical-align: bottom; background: #f8fafc; white-space: nowrap; }
|
| 112 |
td { text-align: center; padding: 12px; border-bottom: 1px solid #f1f5f9; color: #334155; }
|
|
|
|
|
|
|
| 113 |
|
| 114 |
+
th:first-child, td:first-child { text-align: left; font-weight: 700; position: sticky; left: 0; background: white; z-index: 2; border-right: 2px solid #f1f5f9; }
|
| 115 |
+
thead th:first-child { z-index: 3; background: #f8fafc; }
|
| 116 |
+
th:nth-child(2), td:nth-child(2) { text-align: left; }
|
| 117 |
|
| 118 |
+
.arrow-up { color: #16a34a; } .arrow-down { color: #d97706; }
|
| 119 |
@keyframes fadeIn { from { opacity: 0; transform: translateY(10px); } to { opacity: 1; transform: translateY(0); } }
|
| 120 |
+
|
| 121 |
+
/* Mobile Resp */
|
|
|
|
| 122 |
@media (max-width: 900px) {
|
| 123 |
.hero { flex-direction: column; text-align: center; }
|
| 124 |
.hero-visual { margin-top: 40px; justify-content: center; }
|
| 125 |
.hero-buttons { justify-content: center; }
|
| 126 |
+
.nav-links { display: none; }
|
| 127 |
}
|
| 128 |
</style>
|
| 129 |
</head>
|
|
|
|
| 135 |
Voice of a Continent
|
| 136 |
</a>
|
| 137 |
<div class="nav-links">
|
| 138 |
+
<a href="https://arxiv.org/abs/2510.17998" target="_blank">Paper</a>
|
| 139 |
+
<a href="https://github.com/UBC-NLP/simba" target="_blank">Pipeline</a>
|
| 140 |
+
<a href="https://huggingface.co/datasets/UBC-NLP/simba" target="_blank">Dataset</a>
|
| 141 |
<a href="#">Models</a>
|
| 142 |
+
<a href="#leaderboard-anchor" style="color:white; font-weight:bold;">Leaderboard</a>
|
| 143 |
<a href="#">Citation</a>
|
| 144 |
<a href="#" class="nav-btn-action">Submit New Results</a>
|
| 145 |
<a href="#" class="login-btn">Login</a>
|
|
|
|
| 148 |
|
| 149 |
<div class="hero">
|
| 150 |
<div class="wave-bg"></div>
|
|
|
|
| 151 |
<div class="hero-content">
|
| 152 |
<div class="conference-tag">
|
| 153 |
<span style="font-weight:800; color:#cc0000;">EMNLP 2025</span>
|
| 154 |
<span style="font-size:12px; color:#555;">Suzhou, China</span>
|
| 155 |
</div>
|
|
|
|
| 156 |
<h1>Voice of a Continent</h1>
|
| 157 |
<h2>Mapping Africa’s Speech Technology</h2>
|
|
|
|
| 158 |
<p>
|
| 159 |
SimbaBench bridges the digital divide with a unified suite for African AI: the largest
|
| 160 |
open-source speech benchmark covering 61 languages, best-in-class multilingual models,
|
| 161 |
+
and an interactive leaderboard.
|
| 162 |
</p>
|
|
|
|
| 163 |
<div class="hero-buttons">
|
| 164 |
+
<a href="https://arxiv.org/abs/2510.17998" target="_blank" class="h-btn btn-paper"><i class="fa-regular fa-file-pdf"></i> Read Paper</a>
|
| 165 |
+
<a href="https://github.com/UBC-NLP/simba" target="_blank" class="h-btn btn-pipeline"><i class="fa-solid fa-code-branch"></i> Pipeline</a>
|
| 166 |
+
<a href="https://huggingface.co/datasets/UBC-NLP/simba" target="_blank" class="h-btn btn-dataset"><i class="fa-solid fa-database"></i> Dataset</a>
|
| 167 |
+
<a href="#" class="h-btn btn-models"><i class="fa-solid fa-bolt"></i> Models</a>
|
| 168 |
+
<a href="#leaderboard-anchor" class="h-btn btn-leaderboard"><i class="fa-solid fa-trophy"></i> Leaderboard</a>
|
|
|
|
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|
| 169 |
</div>
|
| 170 |
</div>
|
|
|
|
| 171 |
<div class="hero-visual">
|
| 172 |
+
<img src="https://africa.dlnlp.ai/simba/images/simbabench_header.png" alt="Africa Graphic">
|
| 173 |
</div>
|
| 174 |
</div>
|
| 175 |
|
| 176 |
<div class="leaderboard-section" id="leaderboard-anchor">
|
| 177 |
<div class="lb-container">
|
|
|
|
| 178 |
<div class="content-card">
|
| 179 |
+
|
| 180 |
<div id="loader" style="text-align:center; padding:40px; color:#64748b;">
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<i class="fa-solid fa-circle-notch fa-spin fa-2x"></i><br><br>Loading Leaderboard Data...
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| 182 |
</div>
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| 184 |
<div id="content" style="display:none;">
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<div class="tabs">
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| 186 |
+
<button class="tab-btn active" id="tab-btn-asr" onclick="setTab('asr')">Automatic Speech Recognition (ASR)</button>
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| 187 |
+
<button class="tab-btn" id="tab-btn-tts" onclick="setTab('tts')">Text-to-Speech (TTS)</button>
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| 188 |
+
<button class="tab-btn" id="tab-btn-slid" onclick="setTab('slid')">Spoken Language Identification (SLID)</button>
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| 189 |
</div>
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| 190 |
|
| 191 |
<div id="asr" class="view active">
|
| 192 |
<div class="controls">
|
| 193 |
<span style="font-weight:600; color:#0f172a;">View Mode:</span>
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| 194 |
+
<button id="btn-fam" class="h-btn btn-models" style="padding:6px 15px; font-size:12px; cursor:pointer;" onclick="setASRMode('family')">By Family</button>
|
| 195 |
+
<button id="btn-mod" class="h-btn" style="background:#cbd5e1; color:#334155; padding:6px 15px; font-size:12px; cursor:pointer;" onclick="setASRMode('model')">By Model</button>
|
| 196 |
|
| 197 |
<div style="flex-grow:1; text-align:right;">
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| 198 |
<div id="grp-fam" style="display:inline-block;">
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| 205 |
</div>
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| 206 |
</div>
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| 207 |
</div>
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| 208 |
<h3 id="asr-title" style="color:#d97706; font-size:18px;"></h3>
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| 209 |
<div id="asr-legend" style="background:#f1f5f9; padding:10px; font-size:13px; border-radius:6px; margin-bottom:15px; display:none;"></div>
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| 210 |
<div id="asr-table" class="table-wrap"></div>
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| 223 |
<div id="slid" class="view">
|
| 224 |
<div id="slid-table" class="table-wrap"></div>
|
| 225 |
</div>
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| 226 |
</div>
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| 227 |
</div>
|
| 228 |
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| 229 |
<div style="text-align:center; color:#64748b; margin-top:40px;">
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| 230 |
<p>© 2025 Simba Benchmark. <a href="https://africa.dlnlp.ai/simba/" style="color:#d97706;">Official Website</a></p>
|
| 231 |
</div>
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|
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|
| 232 |
</div>
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| 233 |
</div>
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| 234 |
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| 235 |
<script>
|
| 236 |
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// --- LOGIC ---
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const NAME_TO_ISO = {
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'Afrikaans': 'afr', 'Akuapim-twi': 'ak', 'Amharic': 'amh', 'Asante-twi': 'tw',
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| 239 |
'Bemba': 'bem', 'Hausa': 'hau', 'Igbo': 'ibo', 'Yoruba': 'yor', 'Zulu': 'zul',
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| 243 |
let DATA = null;
|
| 244 |
let asrMode = 'family';
|
| 245 |
|
| 246 |
+
// Load Data
|
| 247 |
fetch('/api/data').then(r=>r.json()).then(d=>{
|
| 248 |
DATA = d;
|
| 249 |
document.getElementById('loader').style.display='none';
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|
| 257 |
populate('asr-select-fam', DATA.metadata.families);
|
| 258 |
populate('asr-select-mod', DATA.metadata.models);
|
| 259 |
populate('tts-select', DATA.metadata.tts_models);
|
| 260 |
+
|
| 261 |
+
// Set Initial State Explicitly
|
| 262 |
+
setTab('asr');
|
| 263 |
+
renderASR();
|
| 264 |
+
renderTTS();
|
| 265 |
+
renderSLID();
|
| 266 |
}
|
| 267 |
|
| 268 |
function populate(id, list) {
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|
|
|
| 270 |
list.forEach(i=>{ let o=document.createElement('option'); o.value=i; o.text=i; s.add(o); });
|
| 271 |
}
|
| 272 |
function fmt(n) { return (n==null)?'N/A':n.toFixed(2); }
|
| 273 |
+
function getIso(name) { return NAME_TO_ISO[name] || name.substring(0,3).toLowerCase(); }
|
| 274 |
|
| 275 |
+
// --- RENDER ASR ---
|
| 276 |
function renderASR() {
|
| 277 |
const div = document.getElementById('asr-table');
|
| 278 |
const legend = document.getElementById('asr-legend');
|
|
|
|
| 281 |
if(asrMode==='family'){
|
| 282 |
const val = document.getElementById('asr-select-fam').value;
|
| 283 |
document.getElementById('asr-title').innerText = `Results for Family: ${val}`;
|
|
|
|
| 284 |
const d = DATA.asr.by_family[val];
|
| 285 |
if(!d) return;
|
| 286 |
|
|
|
|
| 287 |
legend.style.display = 'block';
|
| 288 |
legend.innerHTML = `<b>Codes:</b> ` + d.languages.map(l => `<span style="margin-right:10px"><b>${getIso(l)}</b>=${l}</span>`).join("");
|
| 289 |
|
|
|
|
| 290 |
html = `<table><thead><tr><th>Model</th><th>Avg WER/CER <i class="fa-solid fa-arrow-down arrow-down"></i></th>`;
|
| 291 |
d.languages.forEach(l => html += `<th>${getIso(l)}</th>`);
|
| 292 |
html += `</tr></thead><tbody>`;
|
|
|
|
| 303 |
const val = document.getElementById('asr-select-mod').value;
|
| 304 |
document.getElementById('asr-title').innerText = `Results for Model: ${val}`;
|
| 305 |
legend.style.display = 'none';
|
|
|
|
| 306 |
const rows = DATA.asr.by_model[val];
|
| 307 |
html = `<table><thead><tr><th>Language</th><th>Family</th><th>WER (%) <i class="fa-solid fa-arrow-down arrow-down"></i></th><th>CER (%) <i class="fa-solid fa-arrow-down arrow-down"></i></th></tr></thead><tbody>`;
|
| 308 |
rows.forEach(r => {
|
| 309 |
html += `<tr><td>${r.Language}</td><td>${r.Family}</td><td>${fmt(r.WER)}</td><td>${fmt(r.CER)}</td></tr>`;
|
| 310 |
});
|
| 311 |
}
|
|
|
|
| 312 |
div.innerHTML = html;
|
| 313 |
}
|
| 314 |
|
| 315 |
+
// --- RENDER TTS ---
|
| 316 |
function renderTTS() {
|
| 317 |
const val = document.getElementById('tts-select').value;
|
| 318 |
document.getElementById('tts-title').innerText = `Results for Model: ${val}`;
|
|
|
|
| 319 |
const rows = DATA.tts[val];
|
| 320 |
if(!rows) return;
|
| 321 |
|
|
|
|
| 326 |
{k:'speechbleu', l:'SpBLEU', h:true}, {k:'speechbert_score', l:'SpBERT', h:true}
|
| 327 |
];
|
| 328 |
|
|
|
|
| 329 |
let sums={}, c=0;
|
| 330 |
metrics.forEach(m=>sums[m.k]=0);
|
| 331 |
rows.forEach(r=>{ metrics.forEach(m=>sums[m.k]+=(r[m.k]||0)); c++; });
|
|
|
|
| 332 |
let sumHTML = metrics.map(m => `<span>${m.l}: <b>${fmt(sums[m.k]/c)}</b></span>`).join(" | ");
|
| 333 |
document.getElementById('tts-summary').innerHTML = "<b>Averages: </b>" + sumHTML;
|
| 334 |
|
|
|
|
| 335 |
let html = `<table><thead><tr><th>Language</th>`;
|
| 336 |
metrics.forEach(m => {
|
| 337 |
let icon = m.h ? 'up' : 'down';
|
|
|
|
| 344 |
metrics.forEach(m => html += `<td>${fmt(r[m.k])}</td>`);
|
| 345 |
html += `</tr>`;
|
| 346 |
});
|
|
|
|
| 347 |
document.getElementById('tts-table').innerHTML = html;
|
| 348 |
}
|
| 349 |
|
| 350 |
+
// --- RENDER SLID ---
|
| 351 |
function renderSLID() {
|
| 352 |
let html = `<table><thead><tr><th>Language</th><th>MMS <i class="fa-solid fa-arrow-up arrow-up"></i></th><th>Simba <i class="fa-solid fa-arrow-up arrow-up"></i></th></tr></thead><tbody>`;
|
| 353 |
DATA.slid.forEach(r => {
|
|
|
|
| 356 |
if(m > s) mS = `<b style="color:green">${mS}</b>`; else if(s > m) sS = `<b style="color:green">${sS}</b>`;
|
| 357 |
html += `<tr><td>${r.Language}</td><td>${mS}</td><td>${sS}</td></tr>`;
|
| 358 |
});
|
|
|
|
| 359 |
document.getElementById('slid-table').innerHTML = html;
|
| 360 |
}
|
| 361 |
|
| 362 |
+
// --- INTERACTION ---
|
| 363 |
+
window.setTab = (id) => {
|
| 364 |
+
// Hide all views
|
| 365 |
document.querySelectorAll('.view').forEach(e => e.classList.remove('active'));
|
| 366 |
document.querySelectorAll('.tab-btn').forEach(e => e.classList.remove('active'));
|
| 367 |
+
|
| 368 |
+
// Show selected
|
| 369 |
+
document.getElementById(id).classList.add('active');
|
| 370 |
+
document.getElementById(`tab-btn-${id}`).classList.add('active');
|
| 371 |
};
|
| 372 |
|
| 373 |
window.setASRMode = (m) => {
|
| 374 |
asrMode = m;
|
| 375 |
document.getElementById('grp-fam').style.display = m==='family'?'inline-block':'none';
|
| 376 |
document.getElementById('grp-mod').style.display = m==='model'?'inline-block':'none';
|
|
|
|
|
|
|
| 377 |
const b1 = document.getElementById('btn-fam');
|
| 378 |
const b2 = document.getElementById('btn-mod');
|
| 379 |
if(m==='family') {
|