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(ns examples.tpt
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(:require [clojure.string :as string]
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[clojure.java.io :as io]
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[com.owoga.prhyme.core :as prhyme]
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[com.owoga.prhyme.nlp.core :as nlp]
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[taoensso.tufte :as tufte :refer (defnp p profiled profile)]
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[com.owoga.trie :as trie]
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@ -11,7 +12,8 @@
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[com.owoga.prhyme.data.dictionary :as dict]
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[clojure.zip :as zip]
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[cljol.dig9 :as d]
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[com.owoga.prhyme.data.phonetics :as phonetics]))
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[com.owoga.prhyme.data.phonetics :as phonetics]
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[com.owoga.prhyme.syllabify :as syllabify]))
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(tufte/add-basic-println-handler! {})
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@ -373,6 +375,58 @@
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)
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(defn phrase->phones [phrase]
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(let [words (string/split phrase #"[ -]")]
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(->> words
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(map word->phones)
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(map syllabify/syllabify))))
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(defn syllabify-with-stress [word]
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(let [phones (word->phones word)
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phones-without-stress (map #(string/replace % #"\d" "") phones)
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syllables (syllabify/syllabify phones-without-stress)]
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(loop [phones phones
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syllables syllables
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result [[]]]
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(cond
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(empty? syllables)
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(map seq (pop result))
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(empty? (first syllables))
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(recur
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phones
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(rest syllables)
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(conj result []))
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:else
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(recur
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(rest phones)
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(cons (rest (first syllables))
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(rest syllables))
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(conj (pop result)
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(conj (peek result) (first phones))))))))
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(defn syllabify-phrase-with-stress [phrase]
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(map syllabify (string/split phrase #"[ -]")))
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(comment
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(syllabify-phrase-with-stress "bother me")
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[(syllabify-phrase-with-stress "on poverty")
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(syllabify-phrase-with-stress "can bother me")]
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)
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(defn phrase->flex-rhyme-phones [phrase]
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(let [syllables (syllabify-phrase-with-stress phrase)]
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(->> (seq (reduce into [] syllables))
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(map #(filter (partial re-find #"\d") %))
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(flatten)
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(map #(string/replace % #"\d" "")))))
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(comment
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(phrase->flex-rhyme-phones "bother me")
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)
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(defonce context (atom {}))
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(defn initialize []
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@ -382,6 +436,7 @@
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:database
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(with-open [rdr (clojure.java.io/reader "resources/backwards-database.bin")]
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(into {} (map read-string (line-seq rdr)))))
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(swap!
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context
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assoc
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@ -389,6 +444,7 @@
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(tpt/load-tightly-packed-trie-from-file
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"resources/dark-corpus-backwards-tpt.bin"
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(decode-fn (@context :database))))
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(swap!
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context
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assoc
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@ -404,30 +460,51 @@
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(update trie k (fnil #(update % 1 inc) [v 0]))))
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(trie/make-trie)
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(@context :database)))
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(swap!
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context
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assoc
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:vowel-rhyme-trie
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:rhyme-trie
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(transduce
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(comp
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(map first)
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(filter string?)
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(map #(vector % (reverse (word->phones %))))
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(map reverse)
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(map (fn [[phones v]]
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[(map #(if (phonetics/vowel
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(string/replace % #"\d" ""))
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%
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"?")
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phones)
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v])))
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(map reverse))
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(completing
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(fn [trie [k v]]
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(update trie k (fnil #(update % 1 inc) [v 0]))))
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(trie/make-trie)
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(@context :database)))
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(swap!
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context
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assoc
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:flex-rhyme-trie
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(transduce
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(comp
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(map first)
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(filter string?)
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(map #(vector (reverse (phrase->flex-rhyme-phones %)) %)))
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(completing
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(fn [trie [k v]]
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(update trie k (fnil conj [v]) v)))
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(trie/make-trie)
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(@context :database)))
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nil)
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(initialize)
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(comment
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(take 5 (drop 500 (@context :flex-rhyme-trie)))
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(let [key (reverse (phrase->flex-rhyme-phones "technology"))]
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[key
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(reverse (phrase->flex-rhyme-phones "sociology"))
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(get (@context :flex-rhyme-trie) key)
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(get (@context :flex-rhyme-trie) (rest key))])
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)
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(defn find-rhymes
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"Takes a rhyme-trie (perfect or vowel only, for example)
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and a word. Returns list of rhyming words."
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@ -454,11 +531,14 @@
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node (trie/lookup trie n-gram-ids)]
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(cond
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(= 0 (count n-gram-ids))
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(let [children (map #(get % []) (trie/children trie))
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(let [children (->> (trie/children trie)
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(map #(get % [])))
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choice (math/weighted-selection second children)]
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[(database (first choice)) (second choice)])
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node
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(let [children (->> node (trie/children) (map #(get % [])))]
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(let [children (->> (trie/children node)
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(map #(get % []))
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(remove (fn [[id f]] (= id (first n-gram-ids)))))]
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(if (seq children)
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(let [children-freqs (into (sorted-map) (frequencies (map second children)))
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n-minus-1-gram-odds (/ (second (first children-freqs))
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@ -540,6 +620,8 @@
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(initialize)
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(generate-rhyme @context)
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(find-rhymes (@context :perfect-rhyme-trie) "technology")
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(let [{:keys [database trie rhyme-trie]} @context
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phrase ["</s>"]
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ids (map database phrase)]
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@ -795,3 +877,35 @@
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(map reverse))
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)
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(defn perfect-rhymes [rhyme-trie phones]
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(let [rhyme-suffix (first
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(util/take-through
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#(= (last %) \1)
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(reverse phones)))]
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(trie/lookup rhyme-trie rhyme-suffix)))
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(defn vowel-rhymes [rhyme-trie phones]
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(let [rhyme-suffix (->> (reverse phones)
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(clone-consonants)
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(util/take-through #(= (last %) \1))
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(first))]
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(trie/lookup rhyme-trie rhyme-suffix)))
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(defn rhymes-rank-1
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"Phones match from primary stress to the end."
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[trie phones]
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(let [rhyme-suffix (first
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(util/take-through
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#(= (last %) \1)
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phones))]
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(trie/lookup trie rhyme-suffix)))
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(defn rhymes-rank-2
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"Phones match from secondary stress to the end."
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[trie phones]
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(let [rhyme-suffix (first
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(util/take-through
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#(= (last %) \2)
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phones))]
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(trie/lookup trie rhyme-suffix)))
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