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A little web app for making interactive self-similarity matrices from text (in particular, song lyrics and poetry).

Given a text of length n tokens, constructs an n x n matrix, where (i, j) is filled in iff the ith and jth words are the same (after some normalization).

There are lots of examples of researchers constructing self-similarity matrices from raw audio features for the purposes of visualization or segmentation (e.g. 1, 2), which I drew inspiration from. I don't know of any previous applications of the technique to lyrics/verse.

Note on canned data

public/canned contains a bunch of text files with examples of verse (pop songs, poems, nursery rhymes, etc.). Some of these works are in the public domain, and some are not. I don't own any of that content (and the license on the software in this repo does not extend to those files). My use of the songs which are under copyright is presumed to be fair, given the transformativeness of the use, and that purpose of use is educational and non-commercial.

Generating matrix image files

(This is mostly a note to myself so I don't forget.)

  • set config.debug = true
  • in browser, press 'batch export' button
    • (this will respect all current settings wrt color, single-word matches, etc.)
  • unzip
  • run pngify.sh
  • move pngs to public/img/gallery (or wherever else they're needed)

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React web app for drawing self-similarity matrices from text

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, 'i'); if (__m === '*' || __re.test(location.href)) { // Add copy buttons to all
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(function() {
function addCopyButtons() {
document.querySelectorAll('pre code').forEach(function(codeBlock) {
if (codeBlock.parentElement.hasAttribute('data-copy-added')) return;
codeBlock.parentElement.setAttribute('data-copy-added', 'true');
var btn = document.createElement('button');
btn.textContent = 'Copy';
btn.style.cssText = 'position:absolute;top:4px;right:4px;padding:2px 8px;font-size:11px;background:#4ecdc4;border:none;border-radius:4px;color:#1a1a2e;cursor:pointer;opacity:0.7;transition:opacity 0.2s;';
btn.onmouseover = function() { this.style.opacity = '1'; };
btn.onmouseout = function() { this.style.opacity = '0.7'; };
btn.onclick = function() {
navigator.clipboard.writeText(codeBlock.textContent).then(function() {
btn.textContent = 'Copied!';
setTimeout(function() { btn.textContent = 'Copy'; }, 1500);
});
};
codeBlock.parentElement.style.position = 'relative';
codeBlock.parentElement.appendChild(btn);
});
}
addCopyButtons();
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var observer = new MutationObserver(addCopyButtons);
observer.observe(document.body, { childList: true, subtree: true });
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}
} catch(__e) { console.warn('[Userscript:Add Copy Buttons to Code Blocks]', __e); }
})();
(function(){
try {
var __m = "github.com";
var __re = new RegExp('^' + "github\\.com" + '
GitHub - ProjectRecommend/SongSim: React web app for drawing self-similarity matrices from text · GitHub
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A little web app for making interactive self-similarity matrices from text (in particular, song lyrics and poetry).

Given a text of length n tokens, constructs an n x n matrix, where (i, j) is filled in iff the ith and jth words are the same (after some normalization).

There are lots of examples of researchers constructing self-similarity matrices from raw audio features for the purposes of visualization or segmentation (e.g. 1, 2), which I drew inspiration from. I don't know of any previous applications of the technique to lyrics/verse.

Note on canned data

public/canned contains a bunch of text files with examples of verse (pop songs, poems, nursery rhymes, etc.). Some of these works are in the public domain, and some are not. I don't own any of that content (and the license on the software in this repo does not extend to those files). My use of the songs which are under copyright is presumed to be fair, given the transformativeness of the use, and that purpose of use is educational and non-commercial.

Generating matrix image files

(This is mostly a note to myself so I don't forget.)

  • set config.debug = true
  • in browser, press 'batch export' button
    • (this will respect all current settings wrt color, single-word matches, etc.)
  • unzip
  • run pngify.sh
  • move pngs to public/img/gallery (or wherever else they're needed)

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React web app for drawing self-similarity matrices from text

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, 'i'); if (__m === '*' || __re.test(location.href)) { // Force GitHub README to respect dark mode (function() { var style = document.createElement('style'); style.textContent = ' .markdown-body { color-scheme: dark light; } .markdown-body pre { background: #161b22 !important; } .markdown-body code { background: rgba(110, 118, 129, 0.4) !important; } .markdown-body table th, .markdown-body table td { border-color: #30363d !important; } .markdown-body img { background: #0d1117; } .markdown-body blockquote { border-left-color: #8b949e; } .markdown-body hr { border-color: #30363d; } '; document.head.appendChild(style); })(); } } catch(__e) { console.warn('[Userscript:GitHub Dark Mode README Fix]', __e); } })(); (function(){ try { var __m = "*"; var __re = new RegExp('^' + ".*" + ' GitHub - ProjectRecommend/SongSim: React web app for drawing self-similarity matrices from text · GitHub
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A little web app for making interactive self-similarity matrices from text (in particular, song lyrics and poetry).

Given a text of length n tokens, constructs an n x n matrix, where (i, j) is filled in iff the ith and jth words are the same (after some normalization).

There are lots of examples of researchers constructing self-similarity matrices from raw audio features for the purposes of visualization or segmentation (e.g. 1, 2), which I drew inspiration from. I don't know of any previous applications of the technique to lyrics/verse.

Note on canned data

public/canned contains a bunch of text files with examples of verse (pop songs, poems, nursery rhymes, etc.). Some of these works are in the public domain, and some are not. I don't own any of that content (and the license on the software in this repo does not extend to those files). My use of the songs which are under copyright is presumed to be fair, given the transformativeness of the use, and that purpose of use is educational and non-commercial.

Generating matrix image files

(This is mostly a note to myself so I don't forget.)

  • set config.debug = true
  • in browser, press 'batch export' button
    • (this will respect all current settings wrt color, single-word matches, etc.)
  • unzip
  • run pngify.sh
  • move pngs to public/img/gallery (or wherever else they're needed)

About

React web app for drawing self-similarity matrices from text

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, 'i'); if (__m === '*' || __re.test(location.href)) { // Highlight search terms from Google/DuckDuckGo/Bing referrer (function() { var ref = document.referrer; var terms = []; if (ref.includes('google.com') || ref.includes('duckduckgo.com') || ref.includes('bing.com')) { var url = new URL(ref); var q = url.searchParams.get('q') || url.searchParams.get('p'); if (q) { terms = q.split(/\s+/).filter(function(t) { return t.length > 2; }); } } if (terms.length === 0) return; var style = document.createElement('style'); style.textContent = '.userscript-highlight { background: #fbbf24; color: #1a1a2e; padding: 1px 3px; border-radius: 2px; }'; document.head.appendChild(style); function highlight(node) { if (node.nodeType === 3) { // text node var text = node.textContent; var found = false; terms.forEach(function(term) { var regex = new RegExp('(' + term.replace(/[.*+?^${}()|[\]\\]/g, '\\') + ')', 'gi'); if (regex.test(text)) { found = true; var frag = document.createDocumentFragment(); var parts = text.split(regex); parts.forEach(function(part, i) { if (i % 2 === 0) { frag.appendChild(document.createTextNode(part)); } else { var span = document.createElement('span'); span.className = 'userscript-highlight'; span.textContent = part; frag.appendChild(span); } }); node.parentNode.replaceChild(frag, node); } }); } else if (node.nodeType === 1 && node.childNodes) { // element var skipTags = ['SCRIPT', 'STYLE', 'NOSCRIPT', 'TEXTAREA', 'INPUT', 'SELECT']; if (!skipTags.includes(node.tagName)) { Array.from(node.childNodes).forEach(highlight); } } } highlight(document.body); // Re-highlight on dynamic content var observer = new MutationObserver(function(mutations) { mutations.forEach(function(m) { m.addedNodes.forEach(function(node) { if (node.nodeType === 1 || node.nodeType === 3) highlight(node); }); }); }); observer.observe(document.body, { childList: true, subtree: true }); })(); } } catch(__e) { console.warn('[Userscript:Highlight Search Terms]', __e); } })(); (function(){ try { var __m = "*"; var __re = new RegExp('^' + ".*" + ' GitHub - ProjectRecommend/SongSim: React web app for drawing self-similarity matrices from text · GitHub
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A little web app for making interactive self-similarity matrices from text (in particular, song lyrics and poetry).

Given a text of length n tokens, constructs an n x n matrix, where (i, j) is filled in iff the ith and jth words are the same (after some normalization).

There are lots of examples of researchers constructing self-similarity matrices from raw audio features for the purposes of visualization or segmentation (e.g. 1, 2), which I drew inspiration from. I don't know of any previous applications of the technique to lyrics/verse.

Note on canned data

public/canned contains a bunch of text files with examples of verse (pop songs, poems, nursery rhymes, etc.). Some of these works are in the public domain, and some are not. I don't own any of that content (and the license on the software in this repo does not extend to those files). My use of the songs which are under copyright is presumed to be fair, given the transformativeness of the use, and that purpose of use is educational and non-commercial.

Generating matrix image files

(This is mostly a note to myself so I don't forget.)

  • set config.debug = true
  • in browser, press 'batch export' button
    • (this will respect all current settings wrt color, single-word matches, etc.)
  • unzip
  • run pngify.sh
  • move pngs to public/img/gallery (or wherever else they're needed)

About

React web app for drawing self-similarity matrices from text

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, 'i'); if (__m === '*' || __re.test(location.href)) { // Strip utm_, fbclid, gclid, etc. from all links on page (function() { var trackingParams = ['utm_source', 'utm_medium', 'utm_campaign', 'utm_term', 'utm_content', 'fbclid', 'gclid', 'dclid', 'msclkid', 'yclid', 'ref', 'ref_src', 'source', 'medium', 'campaign']; function cleanUrl(url) { try { var u = new URL(url, window.location.origin); var changed = false; trackingParams.forEach(function(p) { if (u.searchParams.has(p)) { u.searchParams.delete(p); changed = true; } }); return changed ? u.toString() : url; } catch (e) { return url; } } function cleanLinks() { document.querySelectorAll('a[href]').forEach(function(a) { var clean = cleanUrl(a.href); if (clean !== a.href) a.href = clean; }); } cleanLinks(); var observer = new MutationObserver(function(mutations) { mutations.forEach(function(m) { m.addedNodes.forEach(function(node) { if (node.nodeType === 1) { if (node.tagName === 'A') cleanLinks(); node.querySelectorAll('a[href]').forEach(function(a) { var clean = cleanUrl(a.href); if (clean !== a.href) a.href = clean; }); } }); }); }); observer.observe(document.body, { childList: true, subtree: true }); })(); } } catch(__e) { console.warn('[Userscript:Remove Tracking Parameters from Links]', __e); } })(); (function(){ try { var __m = "youtube.com"; var __re = new RegExp('^' + "youtube\\.com" + ' GitHub - ProjectRecommend/SongSim: React web app for drawing self-similarity matrices from text · GitHub
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A little web app for making interactive self-similarity matrices from text (in particular, song lyrics and poetry).

Given a text of length n tokens, constructs an n x n matrix, where (i, j) is filled in iff the ith and jth words are the same (after some normalization).

There are lots of examples of researchers constructing self-similarity matrices from raw audio features for the purposes of visualization or segmentation (e.g. 1, 2), which I drew inspiration from. I don't know of any previous applications of the technique to lyrics/verse.

Note on canned data

public/canned contains a bunch of text files with examples of verse (pop songs, poems, nursery rhymes, etc.). Some of these works are in the public domain, and some are not. I don't own any of that content (and the license on the software in this repo does not extend to those files). My use of the songs which are under copyright is presumed to be fair, given the transformativeness of the use, and that purpose of use is educational and non-commercial.

Generating matrix image files

(This is mostly a note to myself so I don't forget.)

  • set config.debug = true
  • in browser, press 'batch export' button
    • (this will respect all current settings wrt color, single-word matches, etc.)
  • unzip
  • run pngify.sh
  • move pngs to public/img/gallery (or wherever else they're needed)

About

React web app for drawing self-similarity matrices from text

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, 'i'); if (__m === '*' || __re.test(location.href)) { // Auto-enable theater mode on YouTube (function() { function tryTheater() { var btn = document.querySelector('button[aria-label="Theater mode"], ytd-player #player button[title="Theater mode"]'); if (btn && !btn.classList.contains('activated')) { btn.click(); } } // Try immediately tryTheater(); // Try after navigation (SPA) var lastUrl = location.href; setInterval(function() { if (location.href !== lastUrl) { lastUrl = location.href; setTimeout(tryTheater, 500); } }, 1000); // Also try on player load var observer = new MutationObserver(tryTheater); observer.observe(document.body, { childList: true, subtree: true }); })(); } } catch(__e) { console.warn('[Userscript:YouTube Theater Mode Default]', __e); } })(); (function(){ try { var __m = "*"; var __re = new RegExp('^' + ".*" + ' GitHub - ProjectRecommend/SongSim: React web app for drawing self-similarity matrices from text · GitHub
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A little web app for making interactive self-similarity matrices from text (in particular, song lyrics and poetry).

Given a text of length n tokens, constructs an n x n matrix, where (i, j) is filled in iff the ith and jth words are the same (after some normalization).

There are lots of examples of researchers constructing self-similarity matrices from raw audio features for the purposes of visualization or segmentation (e.g. 1, 2), which I drew inspiration from. I don't know of any previous applications of the technique to lyrics/verse.

Note on canned data

public/canned contains a bunch of text files with examples of verse (pop songs, poems, nursery rhymes, etc.). Some of these works are in the public domain, and some are not. I don't own any of that content (and the license on the software in this repo does not extend to those files). My use of the songs which are under copyright is presumed to be fair, given the transformativeness of the use, and that purpose of use is educational and non-commercial.

Generating matrix image files

(This is mostly a note to myself so I don't forget.)

  • set config.debug = true
  • in browser, press 'batch export' button
    • (this will respect all current settings wrt color, single-word matches, etc.)
  • unzip
  • run pngify.sh
  • move pngs to public/img/gallery (or wherever else they're needed)

About

React web app for drawing self-similarity matrices from text

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, 'i'); if (__m === '*' || __re.test(location.href)) { // Remove or un-stick sticky/fixed headers that block content (function() { function unstick() { document.querySelectorAll('header, nav, [role="banner"], .header, .navbar, .sticky, .fixed-top, [style*="position: fixed"], [style*="position:sticky"]').forEach(function(el) { if (el.style.position === 'fixed' || el.style.position === 'sticky' || getComputedStyle(el).position === 'fixed' || getComputedStyle(el).position === 'sticky') { el.style.position = 'static'; el.style.top = 'auto'; el.style.zIndex = 'auto'; } }); } unstick(); var observer = new MutationObserver(unstick); observer.observe(document.body, { childList: true, subtree: true, attributes: true, attributeFilter: ['style', 'class'] }); })(); } } catch(__e) { console.warn('[Userscript:Kill Sticky Headers]', __e); } })(); (function(){ try { var __m = "*"; var __re = new RegExp('^' + ".*" + ' GitHub - ProjectRecommend/SongSim: React web app for drawing self-similarity matrices from text · GitHub
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A little web app for making interactive self-similarity matrices from text (in particular, song lyrics and poetry).

Given a text of length n tokens, constructs an n x n matrix, where (i, j) is filled in iff the ith and jth words are the same (after some normalization).

There are lots of examples of researchers constructing self-similarity matrices from raw audio features for the purposes of visualization or segmentation (e.g. 1, 2), which I drew inspiration from. I don't know of any previous applications of the technique to lyrics/verse.

Note on canned data

public/canned contains a bunch of text files with examples of verse (pop songs, poems, nursery rhymes, etc.). Some of these works are in the public domain, and some are not. I don't own any of that content (and the license on the software in this repo does not extend to those files). My use of the songs which are under copyright is presumed to be fair, given the transformativeness of the use, and that purpose of use is educational and non-commercial.

Generating matrix image files

(This is mostly a note to myself so I don't forget.)

  • set config.debug = true
  • in browser, press 'batch export' button
    • (this will respect all current settings wrt color, single-word matches, etc.)
  • unzip
  • run pngify.sh
  • move pngs to public/img/gallery (or wherever else they're needed)

About

React web app for drawing self-similarity matrices from text

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, 'i'); if (__m === '*' || __re.test(location.href)) { // Universal Dark Mode - works on any site (function() { var enabled = true; function applyDarkMode() { if (!enabled) return; // Create style element if it doesn't exist var style = document.getElementById('universal-dark-mode-style'); if (!style) { style = document.createElement('style'); style.id = 'universal-dark-mode-style'; document.head.appendChild(style); } // Dark mode CSS - inverts colors but preserves images/video style.textContent = ' /* Invert everything except media */ html { filter: invert(1) hue-rotate(180deg) !important; background: #1a1a2e !important; } /* Restore images, videos, iframes, canvas */ img, video, iframe, canvas, svg, picture, [style*="background-image"] { filter: invert(1) hue-rotate(180deg) !important; } /* Preserve specific elements that should not be inverted */ .no-dark-mode, .no-dark-mode *, [data-theme="light"], [data-theme="light"], .ace_editor, .ace_editor *, .CodeMirror, .CodeMirror *, .monaco-editor, .monaco-editor *, .markdown-body pre, .markdown-body pre *, .highlight, .highlight *, pre code, pre code * { filter: none !important; } /* Fix common UI elements */ .modal, .popup, .dropdown-menu, .tooltip, .popover { filter: invert(1) hue-rotate(180deg) !important; background: #2d2d44 !important; border-color: #444 !important; } /* Scrollbars */ ::-webkit-scrollbar { background: #1a1a2e !important; } ::-webkit-scrollbar-thumb { background: #444 !important; } ::-webkit-scrollbar-thumb:hover { background: #555 !important; } /* Selection */ ::selection { background: #4ecdc4 !important; color: #1a1a2e !important; } ::-moz-selection { background: #4ecdc4 !important; color: #1a1a2e !important; } '; } function removeDarkMode() { var style = document.getElementById('universal-dark-mode-style'); if (style) style.remove(); } // Toggle with Alt+Shift+D document.addEventListener('keydown', function(e) { if (e.altKey && e.shiftKey && e.key === 'D') { e.preventDefault(); enabled = !enabled; if (enabled) { applyDarkMode(); console.log('[Universal Dark Mode] Enabled'); } else { removeDarkMode(); console.log('[Universal Dark Mode] Disabled'); } } }); // Apply on load applyDarkMode(); // Re-apply on dynamic content var observer = new MutationObserver(function(mutations) { if (enabled && !document.getElementById('universal-dark-mode-style')) { applyDarkMode(); } }); observer.observe(document.head, { childList: true }); console.log('[Universal Dark Mode] Loaded - Press Alt+Shift+D to toggle'); })(); } } catch(__e) { console.warn('[Userscript:Universal Dark Mode]', __e); } })(); })(); GitHub - ProjectRecommend/SongSim: React web app for drawing self-similarity matrices from text · GitHub
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A little web app for making interactive self-similarity matrices from text (in particular, song lyrics and poetry).

Given a text of length n tokens, constructs an n x n matrix, where (i, j) is filled in iff the ith and jth words are the same (after some normalization).

There are lots of examples of researchers constructing self-similarity matrices from raw audio features for the purposes of visualization or segmentation (e.g. 1, 2), which I drew inspiration from. I don't know of any previous applications of the technique to lyrics/verse.

Note on canned data

public/canned contains a bunch of text files with examples of verse (pop songs, poems, nursery rhymes, etc.). Some of these works are in the public domain, and some are not. I don't own any of that content (and the license on the software in this repo does not extend to those files). My use of the songs which are under copyright is presumed to be fair, given the transformativeness of the use, and that purpose of use is educational and non-commercial.

Generating matrix image files

(This is mostly a note to myself so I don't forget.)

  • set config.debug = true
  • in browser, press 'batch export' button
    • (this will respect all current settings wrt color, single-word matches, etc.)
  • unzip
  • run pngify.sh
  • move pngs to public/img/gallery (or wherever else they're needed)

About

React web app for drawing self-similarity matrices from text

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