From 1797c578a39bc452a0c0ca7411bf1990e6ed71c0 Mon Sep 17 00:00:00 2001 From: lukem512 Date: Sun, 3 Apr 2016 16:03:17 +0100 Subject: [PATCH] Initial commit --- LICENSE.md | 8 ++++ README.md | 32 +++++++++++++ data/triplets.json | 1 + package.json | 26 +++++++++++ pronounceable.js | 112 +++++++++++++++++++++++++++++++++++++++++++++ test/test.js | 45 ++++++++++++++++++ 6 files changed, 224 insertions(+) create mode 100644 LICENSE.md create mode 100644 README.md create mode 100644 data/triplets.json create mode 100644 package.json create mode 100644 pronounceable.js create mode 100644 test/test.js diff --git a/LICENSE.md b/LICENSE.md new file mode 100644 index 0000000..f771ad8 --- /dev/null +++ b/LICENSE.md @@ -0,0 +1,8 @@ +The MIT License (MIT) +Copyright (c) 2016 Luke Mitchell + +Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. \ No newline at end of file diff --git a/README.md b/README.md new file mode 100644 index 0000000..e4466ce --- /dev/null +++ b/README.md @@ -0,0 +1,32 @@ +# pronounceable + +Pronounceable is a small module that allows you to test a word for pronounceability. + +To use it, simple install via NPM and include it in your project file. + +``` + var pronounceable = require('pronounceable'); +``` + +Then, to test a word for pronounceability, use the `test` method. + +``` + console.log(pronounceable.test('samosa')); // true + console.log(pronounceable.test('xghsii')); // false +``` + +You can also use the module to score a word on its pronounceability, using the `score` method. The higher the output value the more pronouncable the word. + +``` + console.log(pronouncable.score('peonies')); // 0.10176356810708122 + console.log(pronouncable.score('sshh')); // 0.0008556941146173743 +``` + +To generate your own dataset use the `train` method. + +``` + pronouncable.train('dictionary.txt', function(probabilities) { + // The data set has been returned + console.log(probabilities); + }); +``` \ No newline at end of file diff --git a/data/triplets.json b/data/triplets.json new file mode 100644 index 0000000..3cdcfef --- /dev/null +++ b/data/triplets.json @@ -0,0 +1 @@ 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\ No newline at end of file diff --git a/package.json b/package.json new file mode 100644 index 0000000..e84dde5 --- /dev/null +++ b/package.json @@ -0,0 +1,26 @@ +{ + "name": "pronounceable", + "version": "1.0.0", + "description": "Test a word for pronounceability", + "main": "pronounceable.js", + "scripts": { + "test": "node ./test/test.js" + }, + "repository": { + "type": "git", + "url": "https://github.com/lukem512/pronounceable.git" + }, + "keywords": [ + "pronounceable", + "pronounceability", + "grammar", + "language", + "speech" + ], + "author": "Luke Mitchell", + "license": "MIT", + "bugs": { + "url": "https://github.com/lukem512/pronounceable/issues" + }, + "homepage": "https://github.com/lukem512/pronounceable" +} diff --git a/pronounceable.js b/pronounceable.js new file mode 100644 index 0000000..b1629ac --- /dev/null +++ b/pronounceable.js @@ -0,0 +1,112 @@ +// Luke Mitchell, 2016 +// https://github.com/lukem512/pronounceable + +var fs = require('fs'); +var path = require('path'); + +var threshold = 0.001; +var probs = {}; + +// Load probabilities from JSON file. +var probs = JSON.parse(fs.readFileSync(path.resolve(__dirname, 'data/triplets.json'), 'utf8')); + +// Remove any non-alphabet characters +// and convert to lower case. +function clean(word) { + return word.replace(/[^a-zA-Z]/g,'').toLowerCase(); +}; + +// Make a percentage. +function percent(score, count) { + return (score / count) * 100; +}; + +// Extract probabilities of word tuples +// from a large list of words. +module.exports.train = function(filename, callback) { + var probs = {}; + var count = 0; + + fs.readFile(filename, 'utf8', function read(err, data) { + if (err) throw err; + + var words = data.trim().split(/\s+/); + words.forEach(function(w){ + w = clean(w); + + for (var i = 0; i < (w.length - 2); i++) { + if (!probs[w[i]]) probs[w[i]] = {}; + if (!probs[w[i]][w[i+1]]) probs[w[i]][w[i+1]] = {}; + if (!probs[w[i]][w[i+1]][w[i+2]]) probs[w[i]][w[i+1]][w[i+2]] = 1; + else probs[w[i]][w[i+1]][w[i+2]]++; + count++; + } + }); + + Object.keys(probs).forEach(function(first) { + Object.keys(probs[first]).forEach(function(second){ + Object.keys(probs[first][second]).forEach(function(third){ + probs[first][second][third] = + percent(probs[first][second][third], count); + }); + }); + }); + + callback(probs); + }); +}; + +// Check whether a word is pronounceable using +// the word tuple probabilities. +module.exports.test = function(word) { + var w = clean(word); + + switch (w.length) { + case 1: + break; + + case 2: + // TODO - word pairs + if (typeof probs[w[0]][w[1]] === 'undefined') return false; + + default: + for (var i = 0; i < (w.length - 2); i++) { + if (typeof probs[w[i]] === 'undefined' || + typeof probs[w[i]][w[i+1]] === 'undefined' || + typeof probs[w[i]][w[i+1]][w[i+2]] === 'undefined' || + probs[w[i]][w[i+1]][w[i+2]] < threshold) + return false; + } + } + + return true; +}; + +// Compute a normalised score for +// the pronounceability of the word. +module.exports.score = function(word) { + var w = clean(word); + var score = 0; + + switch (w.length) { + case 1: + return 1; + + case 2: + // TODO - word pairs + return NaN; + + default: + for (var i = 0; i < (w.length - 2); i++) { + if (typeof probs[w[i]] === 'undefined' || + typeof probs[w[i]][w[i+1]] === 'undefined' || + typeof probs[w[i]][w[i+1]][w[i+2]] === 'undefined') { + score = score + 0; + } else { + score = score + probs[w[i]][w[i+1]][w[i+2]]; + } + } + } + + return (score / w.length); +}; diff --git a/test/test.js b/test/test.js new file mode 100644 index 0000000..071dc32 --- /dev/null +++ b/test/test.js @@ -0,0 +1,45 @@ +// Luke Mitchell, 2016 +// https://github.com/lukem512/pronounceable + +var pronounceable = require('../pronounceable'); + +// Run tests to determine whether the +// metric is correct. +function test() { + var payload = { + a: true, + froggies: true, + frggies: false, + fry: true, + friy: false, + frrrr: false, + ax: true, + xa: true, + xax: false, + xaxa: false, + mom: true, + moom: true, + maam: false, + goo: true, + hxueb: false, + thth: false, + thump: true, + grumph: true, + samosa: true, + xghsii: false + }; + + var failed = false; + Object.keys(payload).some(function(w){ + if (pronounceable.test(w) !== payload[w]) { + console.error('Test failed with \'' + w + '\''); + failed = true; + } + return failed; + }); + + return !failed; +}; + +// Run the test! +test();