From d1759d47a5f033cd530647bd1968516aef0b34b4 Mon Sep 17 00:00:00 2001 From: Thorsten Mueller Date: Sun, 2 Aug 2020 18:18:55 +0200 Subject: [PATCH] Remove old target folder --- dataset_analysis/PhonemeCoverage.ipynb | 285 ------------------------- 1 file changed, 285 deletions(-) delete mode 100644 dataset_analysis/PhonemeCoverage.ipynb diff --git a/dataset_analysis/PhonemeCoverage.ipynb b/dataset_analysis/PhonemeCoverage.ipynb deleted file mode 100644 index 66bd5b9e..00000000 --- a/dataset_analysis/PhonemeCoverage.ipynb +++ /dev/null @@ -1,285 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Jupyter Notbook for phoneme coverage analysis\n", - "\n", - "This jupyter notebook checks dataset configured in config.json for phoneme coverage.\n", - "As mentioned here https://github.com/mozilla/TTS/wiki/Dataset#what-makes-a-good-dataset a good phoneme coverage is recommended.\n", - "\n", - "Most parameters will be taken from config.json file in mozilla tts repo so please ensure it's configured correctly for your dataset.\n", - "This notebook used lots of existring code from the TTS repo to ensure future compatibility.\n", - "\n", - "This analysis logic is based on feedback and code snipplets from the amazing Neil Stoker (https://discourse.mozilla.org/u/nmstoker/summary), so all honor to him.\n", - "\n", - "I provide this notebook without any warrenty but it's hopefully useful for your dataset analysis.\n", - "\n", - "Happy TTS'ing :-)\n", - "\n", - "Thorsten Müller\n", - "\n", - "* https://github.com/thorstenMueller/deep-learning-german-tts\n", - "* https://discourse.mozilla.org/t/contributing-my-german-voice-for-tts/" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [], - "source": [ - "# set some vars\n", - "TTS_PATH = \"/home/thorsten/___dev/tts/thorstenMueller\"\n", - "CONFIG_FILE = \"/home/thorsten/___dev/tts/thorstenMueller/TTS/config.json\"\n", - "CHARS_TO_REMOVE = \".,:!?'\"" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "/home/thorsten/___dev/tts/thorstenMueller\n" - ] - } - ], - "source": [ - "cd $TTS_PATH" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [], - "source": [ - "# import stuff\n", - "from TTS.utils.text import *\n", - "from TTS.datasets.preprocess import load_meta_data\n", - "from TTS.utils.io import load_config\n", - "from tqdm import tqdm\n", - "from matplotlib import pylab as plt\n", - "\n", - "# extra imports not included in requirements.txt\n", - "import collections\n", - "import operator\n" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [], - "source": [ - "# Load config.json properties\n", - "CONFIG = load_config(CONFIG_FILE)\n", - "\n", - "# Load some properties from config.json\n", - "CONFIG_METADATA = load_meta_data(CONFIG.datasets)[0]\n", - "CONFIG_DATASET = CONFIG.datasets[0]\n", - "CONFIG_PHONEME_LANGUAGE = CONFIG.phoneme_language\n", - "CONFIG_TEXT_CLEANER = CONFIG.text_cleaner\n", - "CONFIG_ENABLE_EOS_BOS_CHARS = CONFIG.enable_eos_bos_chars\n", - "\n", - "# Will be printed on generated output graph\n", - "CONFIG_RUN_NAME = CONFIG.run_name\n", - "CONFIG_RUN_DESC = CONFIG.run_description" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - " > Run name: thorsten-de (github.com/thorstenMueller/deep-learning-german-tts)\n", - " > Dataset files: 110\n", - " > Phoneme language: de\n", - " > Used text cleaner: phoneme_cleaners\n", - " > Enable eos bos chars: False\n" - ] - } - ], - "source": [ - "# print some debug information on loaded config values\n", - "print(\" > Run name: \" + CONFIG_RUN_NAME + \" (\" + CONFIG_RUN_DESC + \")\")\n", - "print(\" > Dataset files: \" + str(len(CONFIG_METADATA)))\n", - "print(\" > Phoneme language: \" + CONFIG_PHONEME_LANGUAGE)\n", - "print(\" > Used text cleaner: \" + CONFIG_TEXT_CLEANER)\n", - "print(\" > Enable eos bos chars: \" + str(CONFIG_ENABLE_EOS_BOS_CHARS))" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - " 75%|███████▌ | 83/110 [00:05<00:01, 15.05it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - "100%|██████████| 110/110 [00:07<00:00, 14.99it/s]\n" - ] - } - ], - "source": [ - "# Get phonemes from metadata\n", - "phonemes = []\n", - "\n", - "for phrase in tqdm(CONFIG_METADATA):\n", - " if len(phrase[0]) > 0:\n", - " tmpPhrase = phrase[0].rstrip('\\n')\n", - " for removeChar in CHARS_TO_REMOVE:\n", - " tmpPhrase = tmpPhrase.replace(removeChar,\"\")\n", - " \n", - " seq = phoneme_to_sequence(tmpPhrase, [CONFIG_TEXT_CLEANER], CONFIG_PHONEME_LANGUAGE, CONFIG_ENABLE_EOS_BOS_CHARS)\n", - " text = sequence_to_phoneme(seq)\n", - " text = text.replace(\" \",\"\")\n", - " phonemes.append(text)" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Dataset contains 39 different ipa phonemes.\n", - "Dataset consists of 2620 phonemes\n" - ] - } - ], - "source": [ - "s = \"\"\n", - "phonemeString = s.join(phonemes)\n", - "\n", - "d = {}\n", - "collections._count_elements(d, phonemeString)\n", - "sorted_d = dict(sorted(d.items(), key=operator.itemgetter(1),reverse=True))\n", - "\n", - "# remove useless keys\n", - "sorted_d.pop(' ', None)\n", - "sorted_d.pop('ˈ', None)\n", - "\n", - "phonemesSum = len(phonemeString.replace(\" \",\"\"))\n", - "\n", - "print(\"Dataset contains \" + str(len(sorted_d)) + \" different ipa phonemes.\")\n", - "print(\"Dataset consists of \" + str(phonemesSum) + \" phonemes\")" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "5 rarest phonemes\n", - "y --> 1 occurrences\n", - "ø --> 2 occurrences\n", - "( --> 2 occurrences\n", - ") --> 2 occurrences\n", - "j --> 4 occurrences\n" - ] - } - ], - "source": [ - "print(\"5 rarest phonemes\")\n", - "\n", - "rareList = dict(sorted(sorted_d.items(), key=operator.itemgetter(1), reverse=False)[:5])\n", - "for key, value in rareList.items():\n", - " print(key + \" --> \" + str(value) + \" occurrences\")" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "# create plot from analysis result\n", - "\n", - "x = []\n", - "y = []\n", - "\n", - "for key, value in sorted_d.items():\n", - " x.append(key)\n", - " y.append(value)\n", - "\n", - "plt.figure(figsize=(50,50))\n", - "plt.title(\"Phoneme coverage for \" + CONFIG_RUN_NAME + \" (\" + CONFIG_RUN_DESC + \")\", fontsize=50)\n", - "plt.xticks(fontsize=50)\n", - "plt.yticks(fontsize=50)\n", - "plt.barh(x,y, align='center', alpha=1.0)\n", - "plt.gca().invert_yaxis()\n", - "plt.ylabel('phoneme', fontsize=50)\n", - "plt.xlabel('occurrences', fontsize=50)\n", - "\n", - "for i, v in enumerate(y):\n", - " plt.text(v + 2, i - .2, str(v), fontsize=20)\n", - " plt.text(v + 2, i + .2, \"(\" + str(round(100/phonemesSum * v,2)) + \"%)\", fontsize=20)\n", - " \n", - " \n", - "plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.6.9" - } - }, - "nbformat": 4, - "nbformat_minor": 4 -}