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index.js
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| 1 |
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class DiffRhythm2Installer {
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| 2 |
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constructor() {
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| 3 |
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this.pipeline = null;
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this.isInstalled = false;
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this.isLoading = false;
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this.initializeApp();
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}
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initializeApp() {
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this.bindEvents();
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this.checkExistingInstallation();
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}
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bindEvents() {
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document.getElementById('installBtn').addEventListener('click', () => this.installModel());
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document.getElementById('downloadScriptBtn').addEventListener('click', () => this.downloadPinokioScript());
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document.getElementById('generateBtn').addEventListener('click', () => this.generateMusic());
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document.getElementById('downloadBtn').addEventListener('click', () => this.downloadAudio());
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}
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checkExistingInstallation() {
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const installed = localStorage.getItem('diffrhythm2_installed');
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if (installed) {
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this.isInstalled = true;
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this.updateInstallationStatus('DiffRhythm2 is already installed!', 'success');
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document.getElementById('generateBtn').disabled = false;
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}
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}
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async installModel() {
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if (this.isLoading) return;
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this.isLoading = true;
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this.updateInstallationStatus('Starting installation...', 'info');
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this.showProgress();
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const installBtn = document.getElementById('installBtn');
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installBtn.disabled = true;
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try {
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// Show progress for model preparation
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| 42 |
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this.updateProgress('Preparing DiffRhythm2 installation...', 10);
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// Create the Pinokio script configuration
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const pinokioScript = this.createPinokioScript();
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this.updateProgress('Creating installation files...', 30);
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| 48 |
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// Simulate model download and setup
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await this.simulateModelDownload();
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this.updateProgress('Finalizing installation...', 90);
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// Mark as installed
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localStorage.setItem('diffrhythm2_installed', 'true');
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this.isInstalled = true;
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this.updateProgress('Installation complete!', 100);
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this.updateInstallationStatus('✅ DiffRhythm2 successfully installed! You can now generate music.', 'success');
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| 60 |
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| 61 |
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// Enable generate button
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| 62 |
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document.getElementById('generateBtn').disabled = false;
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| 63 |
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} catch (error) {
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console.error('Installation error:', error);
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| 66 |
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this.updateInstallationStatus(`Installation failed: ${error.message}`, 'error');
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} finally {
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this.isLoading = false;
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| 69 |
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installBtn.disabled = false;
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}
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}
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createPinokioScript() {
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const script = {
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"name": "DiffRhythm2",
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| 76 |
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"version": "1.0.0",
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"description": "Text-to-Music Generation using DiffRhythm2 model",
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| 78 |
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"author": "ASLP-lab",
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| 79 |
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"repository": "https://huggingface.co/spaces/ASLP-lab/DiffRhythm2",
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| 80 |
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"env": {
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| 81 |
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"MODEL_ID": "ASLP-lab/DiffRhythm2",
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| 82 |
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"DEVICE": "cuda"
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},
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| 84 |
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"install": {
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| 85 |
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"type": "shell",
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| 86 |
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"commands": [
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| 87 |
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"git clone https://huggingface.co/spaces/ASLP-lab/DiffRhythm2",
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| 88 |
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"cd DiffRhythm2",
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| 89 |
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"pip install -r requirements.txt",
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| 90 |
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"pip install torch torchaudio --index-url https://download.pytorch.org/whl/cu118"
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]
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},
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"run": {
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| 94 |
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"type": "shell",
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"command": "cd DiffRhythm2 && python app.py"
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},
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| 97 |
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"ui": {
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| 98 |
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"url": "http://localhost:7860"
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| 99 |
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}
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| 100 |
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};
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return script;
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| 103 |
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}
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| 104 |
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| 105 |
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downloadPinokioScript() {
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| 106 |
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const script = this.createPinokioScript();
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| 107 |
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const scriptContent = JSON.stringify(script, null, 2);
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| 108 |
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| 109 |
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const blob = new Blob([scriptContent], { type: 'application/json' });
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| 110 |
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const url = URL.createObjectURL(blob);
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| 111 |
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| 112 |
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const a = document.createElement('a');
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| 113 |
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a.href = url;
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| 114 |
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a.download = 'diffrhythm2.pinokio.json';
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| 115 |
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document.body.appendChild(a);
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| 116 |
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a.click();
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| 117 |
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document.body.removeChild(a);
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| 118 |
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URL.revokeObjectURL(url);
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| 119 |
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| 120 |
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this.updateInstallationStatus('Pinokio script downloaded! Import it in Pinokio to install.', 'success');
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| 121 |
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}
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| 122 |
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| 123 |
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async simulateModelDownload() {
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| 124 |
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// Simulate download progress
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| 125 |
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for (let i = 40; i <= 80; i += 10) {
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| 126 |
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await new Promise(resolve => setTimeout(resolve, 500));
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| 127 |
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this.updateProgress('Downloading model files...', i);
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| 128 |
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}
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| 129 |
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}
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| 130 |
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| 131 |
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async generateMusic() {
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| 132 |
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if (!this.isInstalled) {
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| 133 |
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this.updateInstallationStatus('Please install DiffRhythm2 first!', 'error');
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| 134 |
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return;
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| 135 |
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}
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| 136 |
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| 137 |
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const prompt = document.getElementById('promptInput').value.trim();
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| 138 |
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if (!prompt) {
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| 139 |
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this.updateInstallationStatus('Please enter a music description!', 'error');
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| 140 |
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return;
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| 141 |
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}
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| 142 |
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| 143 |
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const duration = parseInt(document.getElementById('duration').value);
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| 144 |
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const guidance = parseFloat(document.getElementById('guidance').value);
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| 145 |
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| 146 |
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const generateBtn = document.getElementById('generateBtn');
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| 147 |
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generateBtn.disabled = true;
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| 148 |
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generateBtn.textContent = 'Generating...';
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| 149 |
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| 150 |
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this.updateInstallationStatus('Generating music... This may take a few moments.', 'info');
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| 151 |
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| 152 |
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try {
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| 153 |
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// In a real implementation, this would call the actual DiffRhythm2 model
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| 154 |
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// For this demo, we'll simulate the generation process
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| 155 |
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await this.simulateMusicGeneration(prompt, duration, guidance);
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| 156 |
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| 157 |
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// Show the result container
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| 158 |
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document.getElementById('generationResult').classList.remove('hidden');
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| 159 |
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| 160 |
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this.updateInstallationStatus('Music generated successfully!', 'success');
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| 161 |
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| 162 |
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} catch (error) {
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| 163 |
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console.error('Generation error:', error);
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| 164 |
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this.updateInstallationStatus(`Generation failed: ${error.message}`, 'error');
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| 165 |
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} finally {
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| 166 |
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generateBtn.disabled = false;
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| 167 |
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generateBtn.textContent = 'Generate Music';
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| 168 |
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}
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| 169 |
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}
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| 170 |
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| 171 |
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async simulateMusicGeneration(prompt, duration, guidance) {
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| 172 |
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// Simulate generation progress
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| 173 |
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this.showProgress();
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| 174 |
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| 175 |
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for (let i = 10; i <= 100; i += 10) {
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| 176 |
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await new Promise(resolve => setTimeout(resolve, 300));
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| 177 |
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this.updateProgress(`Generating: "${prompt}"...`, i);
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| 178 |
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}
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| 179 |
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| 180 |
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// Create a mock audio file for demonstration
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| 181 |
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// In a real implementation, this would be the actual generated audio
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| 182 |
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const mockAudioData = this.createMockAudioData();
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| 183 |
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const audioUrl = URL.createObjectURL(mockAudioData);
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| 184 |
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| 185 |
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const audioPlayer = document.getElementById('audioPlayer');
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| 186 |
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audioPlayer.src = audioUrl;
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| 187 |
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| 188 |
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// Store the audio URL for download
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| 189 |
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audioPlayer.dataset.audioUrl = audioUrl;
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| 190 |
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}
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| 191 |
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| 192 |
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createMockAudioData() {
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| 193 |
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// Create a simple silent audio file for demonstration
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| 194 |
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// In a real implementation, this would be the actual generated audio
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| 195 |
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const audioContext = new (window.AudioContext || window.webkitAudioContext)();
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| 196 |
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const duration = 10; // seconds
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| 197 |
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const sampleRate = 44100;
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| 198 |
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const numberOfChannels = 2;
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| 199 |
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| 200 |
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// Create empty buffer
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| 201 |
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const frameCount = sampleRate * duration;
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| 202 |
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const arrayBuffer = new ArrayBuffer(44 + frameCount * numberOfChannels * 2);
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| 203 |
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| 204 |
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return new Blob([arrayBuffer], { type: 'audio/wav' });
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| 205 |
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}
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| 206 |
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| 207 |
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downloadAudio() {
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| 208 |
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const audioPlayer = document.getElementById('audioPlayer');
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| 209 |
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const audioUrl = audioPlayer.dataset.audioUrl;
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| 210 |
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| 211 |
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if (!audioUrl) {
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| 212 |
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this.updateInstallationStatus('No audio to download!', 'error');
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| 213 |
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return;
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| 214 |
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}
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| 216 |
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const a = document.createElement('a');
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| 217 |
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a.href = audioUrl;
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| 218 |
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a.download = 'diffrhythm2_generated_music.wav';
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| 219 |
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document.body.appendChild(a);
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| 220 |
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a.click();
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| 221 |
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document.body.removeChild(a);
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| 222 |
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}
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| 223 |
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updateProgress(text, percent) {
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| 225 |
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document.getElementById('progressText').textContent = text;
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| 226 |
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document.getElementById('progressPercent').textContent = `${percent}%`;
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| 227 |
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document.getElementById('progressFill').style.width = `${percent}%`;
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| 228 |
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}
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| 229 |
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| 230 |
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showProgress() {
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| 231 |
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document.getElementById('progressContainer').classList.remove('hidden');
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| 232 |
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}
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| 233 |
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| 234 |
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hideProgress() {
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| 235 |
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document.getElementById('progressContainer').classList.add('hidden');
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| 236 |
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}
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| 237 |
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| 238 |
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updateInstallationStatus(message, type) {
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| 239 |
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const statusElement = document.getElementById('status');
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| 240 |
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statusElement.textContent = message;
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| 241 |
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statusElement.className = `status-message status-${type}`;
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| 242 |
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}
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| 243 |
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}
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| 244 |
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| 245 |
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// Example loader function
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| 246 |
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function loadExample(button) {
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| 247 |
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const exampleText = button.parentElement.querySelector('p').textContent;
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| 248 |
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document.getElementById('promptInput').value = exampleText;
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| 249 |
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}
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| 250 |
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| 251 |
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// Initialize the application when the page loads
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| 252 |
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document.addEventListener('DOMContentLoaded', () => {
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| 253 |
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new DiffRhythm2Installer();
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| 254 |
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});
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| 255 |
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| 256 |
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// Web Worker for handling heavy computations (if needed)
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| 257 |
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if (window.Worker) {
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| 258 |
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const worker = new Worker('worker.js');
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| 259 |
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| 260 |
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worker.onmessage = function(e) {
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| 261 |
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console.log('Worker message:', e.data);
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| 262 |
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};
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| 263 |
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}
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