mirror of
https://github.com/storytold/artcraft.git
synced 2026-11-02 16:38:14 +00:00
Brandon Thomas
93f3a2d372
n-phones comprise monophones, diphones, 3-phones, and more. This algorithm allows for smoother sounding synthesis. Also updates the UI for a new n-phones option and adds/updates scripts related to the arpabet with respect to n-phones.
78 lines
2.1 KiB
Python
Executable File
78 lines
2.1 KiB
Python
Executable File
#!/usr/bin/env python3
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# Print a histogram of top monophones, diphones, triphones, and n-phones.
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from os import path
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import os
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import re
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DICTIONARY_FILE = '/home/bt/dev/trumpet/dictionary/cmudict-0.7b'
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def phoneme_dictionary():
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"""
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Read the CMU Word-Phoneme dictionary and extract the phoneme map.
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Returns a map of {word => monophone list}
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"""
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lines = []
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with open(DICTIONARY_FILE) as f:
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lines = f.readlines()
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lines = [l for l in lines if re.match("^\w+", l)]
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dictionary = {}
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for l in lines:
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word, *word_phones = l.split()
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dictionary[word] = word_phones
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return dictionary
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def get_n_phones(phoneme_list, n):
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"""
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Return a list of n-phones within a phoneme list.
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Returns a list of lists of strings or an empty list.
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"""
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if n < 1 or n > len(phoneme_list):
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return []
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elif n == len(phoneme_list):
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return [phoneme_list[:]]
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else:
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span = len(phoneme_list) - n + 1
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n_phones = []
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for i in range(span):
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n_phone = [phoneme_list[j] for j in range(i, i+n)]
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n_phones.append(n_phone)
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return n_phones
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def print_histogram(n, print_length = 20):
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"""
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Build and print the histogram for the given size
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"""
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dictionary = phoneme_dictionary()
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n_phone_map = {}
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for word, phoneme in dictionary.items():
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n_phones = get_n_phones(phoneme, n)
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for n_phone in n_phones:
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key = str(n_phone)
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if key not in n_phone_map:
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n_phone_map[key] = []
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n_phone_map[key].append(word)
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ordered = sorted(n_phone_map.items(), key=lambda x: len(x[1]), reverse=True)
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title = "MOST FREQUENT {}-PHONES:".format(n)
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print("\n" + title)
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print("="*len(title) + "\n")
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for it in ordered[0:print_length]:
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line = "{}, {} - eg.{}".format(it[0], len(it[1]), it[1][0])
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print(line)
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print_histogram(2)
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print_histogram(3)
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print_histogram(4)
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# Beyond 4-phones, it becomes computationally expensive
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# if we try to guarantee best fit (exponential-time).
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#print_histogram(5)
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#print_histogram(6)
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