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YouTube Stats For Nerds Volume Normalization Analyzer

(Free & Supports Bulk Upload)

Drag & drop your images here or

The result will appear here...
You can edit the below JavaScript code to customize the image tool.
async function processImage(originalImg, language = "eng") {
    // Create an outer container to overlay our analysis neatly over the image
    const container = document.createElement('div');
    container.style.position = 'relative';
    container.style.display = 'inline-block';
    container.style.width = '100%';
    container.style.maxWidth = originalImg.width + 'px';
    container.style.fontFamily = '-apple-system, BlinkMacSystemFont, "Segoe UI", Roboto, Helvetica, Arial, sans-serif';
    container.style.backgroundColor = '#000';
    
    // Draw the original image onto a canvas
    const canvas = document.createElement('canvas');
    const ctx = canvas.getContext('2d');
    canvas.width = originalImg.width;
    canvas.height = originalImg.height;
    ctx.drawImage(originalImg, 0, 0);
    
    canvas.style.display = 'block';
    canvas.style.width = '100%';
    canvas.style.height = 'auto';
    container.appendChild(canvas);

    // Create the Analyzer Overlay view
    const overlay = document.createElement('div');
    overlay.style.position = 'absolute';
    overlay.style.top = '5%';
    overlay.style.left = '5%';
    overlay.style.backgroundColor = 'rgba(20, 20, 20, 0.9)';
    overlay.style.padding = '15px 20px';
    overlay.style.borderRadius = '8px';
    overlay.style.color = '#fff';
    overlay.style.boxShadow = '0 8px 16px rgba(0,0,0,0.8)';
    overlay.style.border = '1px solid #444';
    overlay.style.width = '90%';
    overlay.style.boxSizing = 'border-box';
    overlay.style.zIndex = '10';
    
    const title = document.createElement('h3');
    title.innerText = 'YouTube Volume Normalization Analyzer';
    title.style.margin = '0 0 10px 0';
    title.style.color = '#ff4e4e';
    title.style.fontSize = '18px';
    
    const content = document.createElement('div');
    content.style.fontSize = '14px';
    content.style.lineHeight = '1.5';
    content.innerHTML = '<p style="margin:0; color:#ddd;">Loading Tesseract OCR engine...</p>';
    
    overlay.appendChild(title);
    overlay.appendChild(content);
    container.appendChild(overlay);

    try {
        // Dynamically load Tesseract.js if not already present
        if (typeof window.Tesseract === 'undefined') {
            await new Promise((resolve, reject) => {
                const script = document.createElement('script');
                script.src = 'https://cdn.jsdelivr.net/npm/tesseract.js@5/dist/tesseract.min.js';
                script.onload = resolve;
                script.onerror = reject;
                document.head.appendChild(script);
            });
        }
        
        content.innerHTML = '<p style="margin:0; color:#ddd;">Scanning image for <strong>Stats for nerds</strong> data... Please wait, this may take a moment.</p>';

        // Perform OCR on the image
        const result = await window.Tesseract.recognize(canvas, language);
        const text = result.data.text;
        const lines = text.split('\n');
        
        let foundLine = '';
        
        // Find line mentioning volume normalization
        for (const line of lines) {
            const lowerLine = line.toLowerCase();
            if (lowerLine.includes('volume') || lowerLine.includes('normalize') || lowerLine.includes('loudness')) {
                foundLine = line;
                break;
            }
        }
        
        // Fallback: look for generic decibel entries commonly seen in detailed device statistics
        if (!foundLine) {
            for (const line of lines) {
                const lowerLine = line.toLowerCase();
                if (lowerLine.includes('db') && (line.includes('%') || line.includes('/'))) {
                    foundLine = line;
                    break;
                }
            }
        }

        if (foundLine) {
            let htmlStr = `<div style="margin-bottom:12px;">
                <strong>Detected Stats Line:</strong>
                <div style="color:#00ffcc; font-family:monospace; background:#111; padding:8px; border-radius:4px; margin-top:4px; word-break:break-all;">${foundLine}</div>
            </div>`;
            
            // Extract dB metric patterns like (-35.0dB) or (-14.0dB) that correlate to YouTube's Loudness algorithms
            const dbMatches = foundLine.match(/(-?\d+(?:\.\d+)?)\s*dB/gi);
            if (dbMatches && dbMatches.length > 0) {
                htmlStr += `<div style="margin-bottom:8px;"><strong>Loudness Analysis:</strong></div><ul style="margin:0 0 12px 0; padding-left:20px; list-style-type:square;">`;
                
                dbMatches.forEach((match) => {
                    const val = parseFloat(match.replace(/db/i, '').trim());
                    let color = val > 0 ? '#ffaa00' : '#00ffcc';
                    
                    let targetNote = "";
                    if (val === -14 || val === -14.0) {
                        targetNote = " <i>(YouTube's target reference level limit)</i>";
                        color = '#aaaaaa';
                    } else if (val < 0) {
                        targetNote = " <i>(Quiet content relative to reference, audio compression skipped)</i>";
                    } else {
                        targetNote = " <i>(Loudness reduction penalty applied to normalize volume)</i>";
                    }

                    htmlStr += `<li style="color:${color}; margin-bottom:6px;"><strong>${match}</strong>${targetNote}</li>`;
                });
                htmlStr += `</ul>`;
                
                // Identify mentions of popular codecs referenced in the original query
                const lowerText = foundLine.toLowerCase();
                const hasOpus = lowerText.includes('opus');
                const hasAc3 = lowerText.includes('ac3');
                const hasEac3 = lowerText.includes('eac3') || lowerText.includes('ec-3');
                const hasMp4a = lowerText.includes('mp4a');

                if (hasOpus || hasAc3 || hasEac3 || hasMp4a) {
                    htmlStr += `<div style="font-size:12px; color:#aaa; border-top:1px solid #333; padding-top:8px;"><strong>Detected Codecs Context:</strong> `;
                    const foundCodecs = [];
                    if (hasOpus) foundCodecs.push("Opus");
                    if (hasAc3) foundCodecs.push("AC-3 (Dolby Digital)");
                    if (hasEac3) foundCodecs.push("E-AC-3 (Dolby Digital Plus)");
                    if (hasMp4a) foundCodecs.push("AAC (mp4a)");
                    htmlStr += foundCodecs.join(', ') + `</div>`;
                }

            } else {
                htmlStr += `<p style="margin:0; color:#ffaa00;">No precise dB measurements found in the extracted line.</p>`;
            }
            content.innerHTML = htmlStr;
        } else {
            content.innerHTML = `<p style="margin:0; color:#ffaa00;">No volume normalization data found in this image.<br>Please ensure the image contains a clear, readable "Stats for nerds" overlay.</p>`;
            
            // Present a snippet of what could be seen to help users troubleshoot formatting issues
            const cleanText = text.replace(/[^a-zA-Z0-9\s]/g, ' ').replace(/\s+/g, ' ').trim();
            const snippet = cleanText.substring(0, 100);
            if (snippet) {
                content.innerHTML += `<p style="margin:10px 0 0 0; font-size:11px; color:#888;">Detected text preview: ${snippet}...</p>`;
            }
        }

    } catch (err) {
        content.innerHTML = `<p style="margin:0; color:#ff4e4e;">Error processing image: ${err.message}</p>`;
    }

    return container; // Returns wrapper element containing original image and dynamic analysis display
}

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Description

This tool analyzes screenshots of YouTube’s ‘Stats for nerds’ overlay to extract and interpret volume normalization data. Using OCR technology, it scans images for loudness metrics and decibel (dB) readings to determine how a video’s audio relates to YouTube’s target reference levels. It can identify whether audio is being compressed to meet loudness standards or if it remains below the reference threshold. Additionally, the tool can detect the audio codecs present in the data, such as Opus, AAC, or Dolby Digital. This is useful for video editors, audio engineers, and content creators who want to verify how their uploaded content is being processed and normalized by YouTube’s playback algorithms.

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