{ "nbformat": 4, "nbformat_minor": 0, "metadata": { "colab": { "provenance": [], "toc_visible": true, "include_colab_link": true }, "kernelspec": { "name": "python3", "display_name": "Python 3" }, "language_info": { "name": "python" } }, "cells": [ { "cell_type": "markdown", "metadata": { "id": "view-in-github", "colab_type": "text" }, "source": [ "\"Open" ] }, { "cell_type": "markdown", "source": [ "# WORLDのPython用wrapperのPyWORLDを用いて音声ファイルのF0抽出ができます。\n", "\n", "フーリエ変換のの説明については[こちら](https://ll-0013py.github.io/fft_study/)から読めますのでよかったらどうぞ~♨" ], "metadata": { "id": "sV9AeARY2ZPl" } }, { "cell_type": "code", "source": [ "from google.colab import drive\n", "drive.mount('/content/drive')\n" ], "metadata": { "id": "Ca9uMt9hHl-S", "colab": { "base_uri": "https://localhost:8080/" }, "outputId": "5474eb09-fc82-4564-928a-1313e8ba6cb4" }, "execution_count": null, "outputs": [ { "output_type": "stream", "name": "stdout", "text": [ "Mounted at /content/drive\n" ] } ] }, { "cell_type": "code", "execution_count": null, "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "VLxx3Yq9Gmb4", "outputId": "f75cc21d-89a3-4a8e-ea15-d8ba0d9483a9" }, "outputs": [ { "output_type": "stream", "name": "stdout", "text": [ "Collecting pyworld\n", " Downloading pyworld-0.3.4.tar.gz (251 kB)\n", "\u001b[?25l \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m0.0/252.0 kB\u001b[0m \u001b[31m?\u001b[0m eta \u001b[36m-:--:--\u001b[0m\r\u001b[2K \u001b[91m━━━━━━━━━\u001b[0m\u001b[91m╸\u001b[0m\u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m61.4/252.0 kB\u001b[0m \u001b[31m2.0 MB/s\u001b[0m eta \u001b[36m0:00:01\u001b[0m\r\u001b[2K \u001b[91m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[90m╺\u001b[0m \u001b[32m245.8/252.0 kB\u001b[0m \u001b[31m3.9 MB/s\u001b[0m eta \u001b[36m0:00:01\u001b[0m\r\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m252.0/252.0 kB\u001b[0m \u001b[31m3.4 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n", "\u001b[?25h Installing build dependencies ... \u001b[?25l\u001b[?25hdone\n", " Getting requirements to build wheel ... \u001b[?25l\u001b[?25hdone\n", " Preparing metadata (pyproject.toml) ... \u001b[?25l\u001b[?25hdone\n", "Requirement already satisfied: numpy in /usr/local/lib/python3.10/dist-packages (from pyworld) (1.23.5)\n", "Requirement already satisfied: cython>=0.24 in /usr/local/lib/python3.10/dist-packages (from pyworld) (3.0.7)\n", "Building wheels for collected packages: pyworld\n", " Building wheel for pyworld (pyproject.toml) ... \u001b[?25l\u001b[?25hdone\n", " Created wheel for pyworld: filename=pyworld-0.3.4-cp310-cp310-linux_x86_64.whl size=865292 sha256=ad325a946aecc956a7e2cddc50d6c84063aa040b934686ae4054ef04567f9ae9\n", " Stored in directory: /root/.cache/pip/wheels/66/09/8a/a1d79b73d59756f66e9bfe55a199840efc7473adb76ddacdfd\n", "Successfully built pyworld\n", "Installing collected packages: pyworld\n", "Successfully installed pyworld-0.3.4\n" ] } ], "source": [ "!pip install pyworld\n", "import pyworld as pw\n" ] }, { "cell_type": "code", "source": [ "import librosa as lr\n", "import matplotlib.pyplot as plt\n", "import numpy as np\n", "\n", "import wave\n", "\n", "import IPython.display as disp\n" ], "metadata": { "id": "v1L0sxPJHnxF" }, "execution_count": null, "outputs": [] }, { "cell_type": "markdown", "source": [ "データ準備" ], "metadata": { "id": "-bGt0etOHpcd" } }, { "cell_type": "code", "source": [ "# ファイルパス\n", "# https://drive.google.com/file/d/16lkZocJoiXfFhE_HuDV6W2w2Xaj-tRoq/view?usp=drive_link にずんだもんの音声ファイルがあるので、良かったらどうぞ。\n", "filename = '/content/drive/MyDrive/Public/プロジェクト配布/FFT/data/zundamon_sample.wav'\n", "\n", "with wave.open(filename, 'rb') as wr:\n", " ch = wr.getnchannels()\n", " width = wr.getsampwidth()\n", " fr = wr.getframerate()\n", " fn = wr.getnframes()\n", "\n", " print(\"音声ファイルの情報\")\n", " print(\"チャンネル: \", ch)\n", " print(\"サンプルサイズ: \", width)\n", " print(\"サンプリングレート: \", fr)\n", " print(\"フレームレート: \", fn)\n", " print(f'再生時間: {1.0 * fn / fr}秒')\n", "\n", "wav, sr = lr.load(filename, sr=None)\n", "t = np.arange(0, len(wav)) / sr\n", "\n", "print(f'データ数は{len(wav)}個です。')\n" ], "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "8ekvN5E9H1c9", "outputId": "fe3e11ff-3cde-44ca-cc41-7d2883125d22" }, "execution_count": null, "outputs": [ { "output_type": "stream", "name": "stdout", "text": [ "音声ファイルの情報\n", "チャンネル: 1\n", "サンプルサイズ: 2\n", "サンプリングレート: 16000\n", "フレームレート: 29355\n", "再生時間: 1.8346875秒\n", "データ数は29355個です。\n" ] } ] }, { "cell_type": "markdown", "source": [ "オリジナルデータのF0抽出" ], "metadata": { "id": "Zym8Pr1iXj7d" } }, { "cell_type": "code", "source": [ "# パラメーターの設定\n", "wav, sr = lr.load(filename, sr=None)\n", "t = np.arange(0, len(wav)) / sr # 時間軸の設定\n", "wav = wav.astype(float) # floatでないとworldは扱えないので注意\n", "_f0, _time = pw.dio(wav, sr) # 基本周波数の抽出\n", "f0 = pw.stonemask(wav, _f0, _time, sr) # 基本周波数のスムージング\n", "\n", "# DIO による基本周波数推定\n", "f0, timeaxis = pw.dio(wav, sr)\n", "\n", "print(f\"データ数は{len(wav)}個です。\")\n", "\n", "# 波形の表示\n", "plt.figure(figsize=(9, 3))\n", "plt.plot(t, wav, label=\"Original Data\")\n", "plt.legend(fontsize=10)\n", "plt.title(\"Waveform\", fontsize=15)\n", "plt.xlabel(\"Time (s)\", fontsize=10)\n", "plt.ylabel(\"Amplitude\", fontsize=10)\n", "plt.tight_layout()\n", "plt.show()\n", "\n", "# F0の表示\n", "plt.figure(figsize=(9, 3))\n", "plt.plot(timeaxis, f0, color=\"green\", lw=2.5, label=\"F0\")\n", "plt.legend(fontsize=10)\n", "plt.title(\"F0\", fontsize=15)\n", "plt.xlabel(\"Time (s)\", fontsize=10)\n", "plt.ylabel(\"Frequency (Hz)\", fontsize=10)\n", "plt.tight_layout()\n", "plt.show()\n", "\n", "disp.Audio(filename)\n" ], "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 673 }, "id": "vc6O5Z36G-tW", "outputId": "0fc689d7-8c60-40b0-badf-d21dec2020b3" }, "execution_count": null, "outputs": [ { "output_type": "stream", "name": "stdout", "text": [ "データ数は29355個です。\n" ] }, { "output_type": "display_data", "data": { "text/plain": [ "
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H4saNG5UJuUI6dOgAQRAgCAJkMhk8PT3Rp08fbNq0SeNjffLJJwgNDdV+kBXEJI6IiKgCBLApjoiMz61bt9C8eXPcvHkT69atQ3R0NJYtW4a9e/ciIiICSUlJJe6bm5sLExMTuLm5wdS0/EXuLSws4OLioo3wNfbqq68iPj4eMTEx2LhxI+rXr49BgwZh7NixeolHW5jEERERERHVEG+++SakUil27dqF9u3bw9vbGz169MCePXtw//59/O9//1Nu6+vri1mzZmHYsGGwtbXF2LFj1XZj3Lp1KwICAmBubo6OHTti9erVEARBOQn6s90pC1u1fvrpJ/j6+sLOzg6DBg1CWlqacpudO3eiTZs2sLe3h6OjI3r37o2YmBiNn6+lpSXc3NxQu3ZttGzZEp9//jm+++47LF++HHv27FFu9/777yMwMBCWlpbw8/PDxx9/rKxAumrVKsyYMQMXLlxQtuytWrUKAPD111+jUaNGsLKygpeXF9544w2kp6drHKemmMQRERHpyN2kTKw/GYec/MqVkiYiwyeKIjJz8/XyI4piuWJMSkrC33//jTfeeAMWFhYq69zc3DBkyBBs2LBB5Xjz5s1DSEgIzp07h48//rjYMWNjY/Hiiy+iX79+uHDhAl577TWVRLAkMTEx2LJlC7Zt24Zt27bhn3/+wdy5c5XrMzIyMHnyZJw+fRp79+6FRCJB//79oVAoyvVcSzN8+HDUqlVLpVuljY0NVq1ahatXr2LhwoVYvnw55s+fD6CgO+iUKVPQoEEDxMfHIz4+HgMHDgQASCQSLFq0CFeuXMHq1auxb98+vPfee5WOsSyc7JuIiEhHOn/1D3LlCiSkZmNiZKC+wyEiHcrKk6P+tL/1cu6rM7vBUlr2x/qbN29CFEXUq1dP7fp69erh6dOnePTokbL7Y6dOnTBlyhTlNrdv31bZ57vvvkNQUBC+/PJLAEBQUBAuX76M2bNnlxqLQqHAqlWrYGNjAwAYOnQo9u7dq9zvhRdeUNl+5cqVcHZ2xtWrVzUaj6eORCJBYGCgynP56KOPlL/7+vrinXfewfr16/Hee+/BwsIC1tbWMDU1hZubm8qxJk6cqLLfp59+itdffx3ffvttpWIs8zno9OhEREQ1TGZuPqb9cRlHYx4jV17wjfHRmLKLBRARVZXyttwBQPPmzUtdf/36dbRo0UJlWVhYWJnH9fX1VSZwAODu7o6HDx8qH9+8eRODBw+Gn58fbG1t4evrCwCIi4srd+ylEUVRZc62DRs2oHXr1nBzc4O1tTU++uijcp1rz5496Ny5Mzw9PWFjY4OhQ4fiyZMnyMzM1EqcJWFLHBERUQWUNMXAt/tjsObYHaw5dqdqAyIivbIwM8HVmd30du7y8Pf3hyAIiIqKQv/+/Yutj4qKQq1ateDs7KxcZmVlpbU4izIzM1N5LAiCSlfJPn36wMfHB8uXL4eHhwcUCgUaNmyI3NzcSp9bLpfj5s2byuTz2LFjGDJkCGbMmIFu3brBzs4O69evx1dffVXqcW7fvo3evXtj3LhxmD17NhwcHHD48GGMHj0aubm5sLS0rHSsJWESR0REpEV3ktR8+1r+L72JyEgJglCuLo365OjoiC5duuDbb7/FpEmTVMbFJSQkYO3atRg2bJhKC1VZgoKCsGPHDpVlp06dqlScT548wfXr17F8+XK0bdsWAHD48OFKHbOo1atX4+nTp8oum0ePHoWPj4/KWL47d1S/iJNKpZDLVcc3nzlzBgqFAl999RUkkoIOjr/++qvW4iwNu1MSEREREdUQ33zzDXJyctCtWzccPHgQd+/exc6dO9GlSxd4enqWOZbtWa+99hquXbuG999/Hzdu3MCvv/6qrNyoSTJYVK1ateDo6Ijvv/8e0dHR2LdvHyZPnlyhY2VmZiIhIQH37t3D8ePH8f777+P111/HuHHj0LFjRwBAQEAA4uLisH79esTExGDRokXYvHmzynF8fX0RGxuL8+fP4/Hjx8jJyYG/vz/y8vKwePFi3Lp1Cz/99BOWLVtWoTg1xSSOiIhIQ6Io4s6T8o93OHk7CePXndNoHAoRkS4EBATg9OnT8PPzw4ABA1C3bl2MHTsWHTt2xLFjx+Dg4KDR8erUqYPff/8dmzZtQuPGjbF06VJli5ZMJqtQjBKJBOvXr8eZM2fQsGFDTJo0SVk4RVPLly+Hu7s76tati+effx5Xr17Fhg0bVAqPPPfcc5g0aRLeeusthIaG4ujRo8Uqcb7wwgvo3r07OnbsCGdnZ6xbtw4hISH4+uuv8fnnn6Nhw4ZYu3Yt5syZU6E4NSWIfEcpVWpqKuzs7JCSkgJbW1t9h0NERAbgm303MW/XDeXj23N7KX8fv+4c/rzwQO1+G8a2RLifo87jIyLdy87ORmxsLOrUqQNzc3N9h2NQZs+ejWXLluHu3bv6DsXglPb/RpO8w7A77hIRERmYx+k5Kgncs0rrPFRYrZKIqDr59ttv0aJFCzg6OuLIkSP48ssv8dZbb+k7rGqNSRwREZEGbj/OqPC+7PtCRNXRzZs38emnnyIpKQne3t6YMmUKpk6dqu+wqjUmcURERFoiV4gsRElENc78+fMxf/58fYdRozCJIyIi0oJ8uQJd5x/ErUq01BEREZUHq1MSERFpoKSWtluPM8pM4NhKR0RE2sAkjoiIiIioghQKFiyi8tPWxADsTklEREREpCGpVAqJRIIHDx7A2dkZUqm0wpNbU80giiIePXoEQRBgZmZWqWMxiSMiItKC8nx049SsRNWHRCJBnTp1EB8fjwcP1M8NSfQsQRBQu3ZtmJiYVOo4TOKIiIiqyK1HGWjtr8CB64/QwrcW7C2l+g6JiCpBKpXC29sb+fn5kMvl+g6HjICZmVmlEziASRwREZFWKMrRyDZz21WkZOVh4d6b8Hexxp7J7XUfGBHpVGHXuMp2jyPSBAubEBERVdJz3xxGtwUHy7Xtwr03AQDRD9MxYd05PEjO0mVoRERUDTGJIyIi0oC6YW0X76VU6FhbLzzAxPXnKxcQERHVOEziiIiI9Cj2ScHccuN+PoMB3x2Dojz9MomIqEbjmDgiIiI9epSWg60XHuCvywkAgOhH6Qh0tdFzVEREZMjYEkdERKQBXUwDNWHdOeXvFe2aSURENQeTOCIiIg3oeqq3d367wPnkiIioVEziiIiIDExqdr6+QyAiIgPGJI6IiMjAhMzYhUX/TkVARET0LCZxREREBujr3Tf0HQIRERkoJnFEREQa4Hg1IiLSNyZxRERERERERoRJHBERkQYEXcwxQEREpAEmcURERBo4GftE3yEQEVENxySOiIhIA/N2seAIERHpF5M4IiIiIiIiI8IkjoiIiIiIyIgwiSMiIiIiIjIiTOKIiIgMVOzjDH2HQEREBohJHBERkYHqOO+AvkMgIiIDxCSOiIiIiIjIiBhdErdkyRL4+vrC3Nwc4eHhOHnyZInbrlq1CoIgqPyYm5tXYbRERERERETaZVRJ3IYNGzB58mRMnz4dZ8+eRUhICLp164aHDx+WuI+trS3i4+OVP3fu3KnCiImIiIiIiLTLqJK4r7/+Gq+++ipGjhyJ+vXrY9myZbC0tMTKlStL3EcQBLi5uSl/XF1dqzBiIiIiIiIi7TKaJC43NxdnzpxBZGSkcplEIkFkZCSOHTtW4n7p6enw8fGBl5cX+vbtiytXrpR6npycHKSmpqr8EBERERERGQqjSeIeP34MuVxerCXN1dUVCQkJavcJCgrCypUr8ccff+Dnn3+GQqFAq1atcO/evRLPM2fOHNjZ2Sl/vLy8tPo8iKh0H225hPd+v6DvMIiIiIgMltEkcRURERGBYcOGITQ0FO3bt8emTZvg7OyM7777rsR9pk6dipSUFOXP3bt3qzBiopotMzcfPx+Pw6+n7yExNVvf4RAREREZJKNJ4pycnGBiYoLExESV5YmJiXBzcyvXMczMzNCkSRNER0eXuI1MJoOtra3KDxFVDYX43+/5RR8Q1WBbzt3XdwhERGRgjCaJk0qlaNasGfbu3atcplAosHfvXkRERJTrGHK5HJcuXYK7u7uuwiQiItKqiRvO6zsEIiIyMKb6DkATkydPxvDhw9G8eXOEhYVhwYIFyMjIwMiRIwEAw4YNg6enJ+bMmQMAmDlzJlq2bAl/f38kJyfjyy+/xJ07dzBmzBh9Pg0iUkMURY6FIyIiIioHo0riBg4ciEePHmHatGlISEhAaGgodu7cqSx2EhcXB4nkv8bFp0+f4tVXX0VCQgJq1aqFZs2a4ejRo6hfv76+ngIRleD0nafYcUl9kSIiIiIi+o8giiIHnpQiNTUVdnZ2SElJ4fg4Ih3658YjDF95Uvn4yAed4GlvoceIiIrLlyvg/7+/qvy8t+f2qvJzEhFR1dIk7zCaMXFERET61u/bI/oOgYiIiEkcERmGZzsFsJMAGaLL91P1HQIREVHFkrjk5GT88MMPmDp1KpKSkgAAZ8+exf37LINMRERERESkSxoXNrl48SIiIyNhZ2eH27dv49VXX4WDgwM2bdqEuLg4rFmzRhdxElE1tzfqob5DICIiIjIKGrfETZ48GSNGjMDNmzdhbm6uXN6zZ08cPHhQq8ERUc3x0/E7Ko/Zm5KIiIhIPY2TuFOnTuG1114rttzT0xMJCSwPTkREREREpEsaJ3EymQypqcUHdt+4cQPOzs5aCYqIahYWMSFjwP+nRERkKDRO4p577jnMnDkTeXl5AABBEBAXF4f3338fL7zwgtYDJKLqb+dltuKT4Tt487G+QyAiIgJQgSTuq6++Qnp6OlxcXJCVlYX27dvD398fNjY2mD17ti5iJKJqLiohrdiybgsOIitXrodoiNS7/ThD3yEQEREBqEB1Sjs7O+zevRuHDx/GxYsXkZ6ejqZNmyIyMlIX8RFRDZCalVdsWWauHH9eeIABLbz0EBFRcRJB3xEQEREV0DiJK9SmTRu0adNGm7EQUQ216uhttcsVHINEBoT/G4mIyFCUK4lbtGhRuQ84YcKECgdDRFTUtYQ0iKIIQWATCBEREVGhciVx8+fPV3n86NEjZGZmwt7eHgCQnJwMS0tLuLi4MIkjIq1ZdfQ26rnbYGALb32HQsS5C4mIyGCUq7BJbGys8mf27NkIDQ1FVFQUkpKSkJSUhKioKDRt2hSzZs3SdbxEVMN8tOUyFAp+eqaa7UZi8eI/RERUc2lcnfLjjz/G4sWLERQUpFwWFBSE+fPn46OPPtJqcEREeXIRM/68ou8wiDB9q/7+H768/Ljezk1ERIZH4yQuPj4e+fn5xZbL5XIkJiZqJSgioqJWH7sDAPjh0C1sPHNPz9FQTZSQkq3X8z9Oz9Xr+YmIyLBonMR17twZr732Gs6ePatcdubMGYwbN47TDBCRztx+nIFPt0dhym8X9B0K1UB5coW+QyAiIlLSOIlbuXIl3Nzc0Lx5c8hkMshkMoSFhcHV1RU//PCDLmIkomosO698E3qnqJlLDgCiH6Zjw6k4jpsjIiKiGkPjeeKcnZ2xY8cO3LhxA9euXQMABAcHIzAwUOvBEVH1t3jfzXJtt2DPDbXLI7/+BwDw/sZL+POtNmhU205rsREREREZogpP9h0YGMjEjYgqbffV8o2l3X/9UZnb9PnmMG7P7VXZkIiK4fQCRERkSDRO4kaNGlXq+pUrV1Y4GCJtycjJx66rCegU7Ao7CzN9h0OluJGYrvE+bb/Yh43jWsHFxlwHEREREREZNo2TuKdPn6o8zsvLw+XLl5GcnIxOnTppLTCiyvhg0yX8eeEBAOCvt9uinrutniMibbqblIWw2XuxdEhTfYdCNYQINsUREZHh0DiJ27x5c7FlCoUC48aNQ926dbUSFFFlFSZwANBj4SF2saumxq09W/ZGRFrA7pRERGRINK5OqfYgEgkmT56M+fPna+NwRERas+dqIvouOYKYR5p32yQqxByubKIo4nF6DgBArhAhMvMlItKZChc2eVZMTIzaScCJqtq1hFR9h0AGZMya0wCAievP48/xbfQcDRmr6If8EqA01xJS0X3BIQCAvaUZkjMLpgT55uUm6N3YQ5+hERFVSxoncZMnT1Z5LIoi4uPjsX37dgwfPlxrgRFV1Lif2cWupsvJl+PX0/fQLsBJuSw5K1ePEVU/UfGpsDE3Re1alvoOpUpMXH9O3yFUmR2X4vHtgWh8M7gpfJ2sytw+N1+hTOAAKBM4AHjrl3NYsOcmRrepg8Fh3jqJl6g6yM6TQ2YqgSAI+g6FjITGSdy5c6pvZBKJBM7Ozvjqq6/KrFxJVBViH2cUW7bl3H30DfVQ+8dRoRBxOPoxGnnaoZaVFJfvpyA+JRtd6rtWRbg12py/onRy3O/+uYWvd6vOK8eeXdoTn5KFHgsLPrTXlPGmGbnlm5S+Onjj37Gm7/5+Ab+93qrE7Y5EP8aeqERcvp9S6vGiH6Zj6qZLTOKISvAwLRths/eic7ALVoxooe9wyEhonMTt379fF3EQaUVKVp7a5RM3nIethSk6BasmZo/TczDo++PKrlITIwOwYE/B5NPmZhKc+DCSUxToSEpWHr7755bWj5snV+C3M3e1flz6z/WENH2HQFWgaIuaOkN+OFFFkRAZjk+2XkFcUiZ+GNYcEol2Ws02n70PANh77aFWjkc1g8aFTTp16oTk5ORiy1NTUznFAOndG2vPlLjuyv3iY+Ve/+mMyliXwgQOALLzFFh+UPtJBv1LRy1jw1acxN2krOKnK3K+wzcfc+xkJSiKvJi9Fx/C5A3ncVtNC3h18f3BGH2HoBc3H6Zj45l7atc9zdC8e/LQFSfwILn4vUlkTFYdvY191x7i/L1kAAXz0lYWe1BSRWicxB04cAC5ucX/eGdnZ+PQoUNq9iCqOkein5S4LjEtW+WxKIo4fedpCVsXWH8qDrn5Cq3ERv8RRRHv/H5BJ8c+dqvk/wNAQXfbV1acUBnDQ+V38MYjjFp1Wvn48v1UbDp3Hx3mHcDivTdL2dM4LdhzA5/tuKbvMKpMdp5qt9Epv6m/T1vN3afxsQ/dfIx3dXTfE1WFozGPlb/vvJyAYzFP0GD63xi64gTuV+ILCgHM4khz5e5OefHiReXvV69eRUJCgvKxXC7Hzp074enpqd3oiLTo5+Nx8He2xojWdQAA0/64UuY+j9NzEfjRXxjTpg4613NFWB0HmGip+0RNlSdXYO5f17D7amKVnzsrV44l+6OVj9Nz8mEt01qR3hph2MqTJa77avcNjO8cUIXR6JYoiiqt8zXB2J9K7s2Qlp2H+JRspGblISuvYmMEj0Q/QWp2HmzN2U2dtCM7T46tFx6gfaAzXG3NdXKOfLkCF+4l4+Xl/3Uh/v7gLXz/b2+dQzcfo/Xcffjm5Sbo1sANZiaqbSQxj9Jx8MYjmJuZoFVdR7jZmePM7ado5lsLMlOTSrXE5eTLITUpXhAlJ18OmalJxQ9MBq/cn15CQ0MhCAIEQVDbbdLCwgKLFy/WanBE2vbJn1cxonUd3E/Owk/H75R7vx8Ox+KHw7F4vqknvh4QqrsAq7HsPDkSUrLRYd4BvZz/fnIWPtpyGRvP/tc9rOH0v7F9Qhs08LDTS0zGSBBKLxLzKC0HTzNzEehqAwC48yQDllJTONvIqihC7dn47ziVmuTgjUfFluXky3H1QSr6f3tUK+eYvOE8lg9rXq2q8ImiiNSsfNx6nI5AVxtY8cuhKrNgz00s+ycGzjYynPpfpE7OMWr1abX3xrPe+uUcJnQOwOQugcplX++6jkX7olW2GxzmhXUn7+L5Jp74emCoyjqFQiz3WLukjFyEf7YHbQOcsbJIQZQxq09hT9RD7J7UDgH//i2m6qfcf2ViY2MhiiL8/Pxw8uRJODs7K9dJpVK4uLjAxIQZP+nPubjSu0YW1boCXYEAYNPZ+zh1OwlfvRSKsDoOFTpGTXTwxqNSW3CqStEErtAPh2Ix/5k3UVIvKj61zCqfLWbvAQAEu9mgdi1L7IkqaHE1xiqW75TQlbCm6bHgEG5pcczjnqiHCP9sL07q6AN3Vfjf5ks4dTsJ4XUccfdpJg5cV/2Av3FcBJr58D1CV1Iy8zB180X0C/XE/n+LgTxKy8Hs7VfxYc96Wv+CoDwJXKGt5+8rk7j4lKxiCRwArDtZUHxr07n7GPlv76BCf158gOdCPDB4+XEEutpgZt+GynXxKVn46dgdvNLSB5fvpyhbzvc9UxBlT1TB41nbo7BmVFi5YyfjUu4kzsfHBwCgUHB8EBmmgd8fr5Lz3E3KwoDvjmH/Ox1QpxxzKBm7y/dT8MnWK2jmWwtTe9TTaN+sXDm+Oxhj0F3SRM49UC6iKCqnFSiPawlpuFakimVWrhxrT9xBl/qu8HG0QkZOPuSiyG51GkjKyMXrP53Bi81rY0Bzryo7rzYTuEIP03KMsrtXdp4cv52+i7Un4gAANxLVTwL/wtJj2DguAk29a1WrFkdDseRANHZcSsCOSwmo526rXL78UCya+TigWwNXvb3uiiJvKVnlmJqkzzeHVR4v2R+NPLmI47eScPxWEt7tFgQbczMcjX6Ml/+tCLv7aiJuPlT9vzd/9w1MjAxQed4xD9X//6TqoVxJ3NatW9GjRw+YmZlh69atpW773HPPaSUwIk2VtwDJPxp8o1aajvMOYGRrX0zv00Arx9MnURQRn5IND3sLAAVjxT7ddhWn7zxVVu88fecpOgW5INzPsVzHTM/JR8iMXZArDDtJMuzoDMPj9Bz0XnS47A1LsXBvQZenuX9dQ8dgF+WYyGuzusPczLg+yOtLm8/3ITNXjpO3k6o0idOVMatP46fR4QCAzNx8iCIMthvi1QepBX8Xt1/FxXulz4tX6IWlxzC5SyAmPDNOVBRF7L/+EAkpOXg5nHPnaSozNx/HixSwiopXrTT8+s9n0LW+Kz55roHyPa0qxSVlwveD7Wgb4IRDNx+XvcMzbiSqVoUtbDt5uciUHs8mcEDB39j6Hrbo1sBNuex+chai4lNVEl2qPsr117Jfv35ISEiAi4sL+vXrV+J2giBALq85E6KS4Xj2j3hphmuxW9+PR25XiyRu3q7rWLK/7DLqA78/jjWjwtAu0LnU7XLzFZi04bzBJ3BFXbibjKvxqRjUwguCIODU7ST8b/MlfPJcA7Sq66Tv8PTqh0OxSEjNLnvDUpyILfjQla8QVYranLnzFK39a/brW16ZJXyrn5SRi6sPUtGqrqPW5q2qCoduPoYoipArRNSf9jcA4ObsHsWKQmjDtYRUXL6fiheaepa7hSYxNRvn4pKxcO9Njd5jivp69w1cvJeCqT2D4WQtw4HrDzFr21U8Ti+o8t3E2175AftJeg5qWUo1voZf77oOD3sLDKohk6l3+fpgmZUgd11NLPiZ1E45PreqVSSBK5Qr/+9L6Zx8OYDy9ViIV/O69Fh4CGvHhCPCz7j+PlDZypXEFe1Cye6UZGjy5QqNunlRceVJ4AoNW3kSM/s2wLAIX5XlF+8l4/Od1/AkPVelG52hy8gp+GDcd8kRAMBXu65jYAsvfPfPLeQrRLy8/IRRjufSlm0XH2DZP5WfJ+1cXLLa5UN+OIHTH0XCybqg8Mmhm48wa9tV2FtKcetROiykJvhlTEu42ZlDIgisDvuvX0/fxYDmXvj9zD3l2D0HKylOftgZphVMgvTRtTgpIxcX/p1vCwCeZubCxUZ7FQZFUcSoVaew/98xa4WvVWQ9Fwxv5Qs3W3OVwg9p2Xk4cP0RkjNz8XE5KhiXx56oROXY0GfFJWUiwMUax249wdAVJ9Ep2EWlQEVZLt9PUY65MrQkLikjF8mZudh37SEu3ktB78bu6FLfFZvP3UeIlz3qOlsDAOKeZOJw9GMcvPEIjWrboV8TT6w5ehu1HSwR6GKNcD9HKBQi0nPzYWtuplEp/+0X4xHYpXJJnD7uizNFpj/67cy9YlN/lKSkSIf8cAI25qZYP7ZlqYW8Dlx/iBWHYzHn+UaoXctSk5BJDwyz3wKRBiZuOK/vEIyKKIqIik+Dn7MV7j3NxJjVp8ve6RnT/rgCZ2sZujZwU36ofu6bI9oOtUrsiUrEm2vPKh8/Ts/VKKmtDvLlCgglJEhv/XJO5+ePik9FC18H/H0lAW+vP19sfdsv9it/3za+DRp6sproe79fxIDmXirFV5IycjF96xXM7t+oQsc8q0FxKG1p9ukelcdhs/fCz9kKm8a1gr2lVLk8T66AiSDg3N1k7LgUjxa+Djh/NxkX7iZj1agWkJma4GjMY3jaW8DH0QqJqdn47p9bWHcyTu10CHuiHiqLP8zu3xBZuXI8ycjF0gNVe++/9syUDoUFKu4nZ8HVRlZmQp6alVeu86Tn5OPC3WS09HPU+Rchv56+i9VHb+PKA9XWy60XHmDBwFBM/rXg/2zj2naY91IIus4/qNxm55UEfPn3dZX9+oR44HpCKm4kpmtcil8bCdjfVxLK3kiHnn09SiNXiMiTq29sScvOR69Fh/FC09r48sXGalvlRvx4CgDw/saLWDumZcUCpipTriRu0aJF5T7ghAkTKhwMkaZEUcS2i/H6DsNo5MsVGLf2rFbmaBv3b+JjIhGMqtukOtsvlf5/aM/VRDTxtoeNuRmkptrv6qVP+XIF2n95AFYyE/w9sR0EQcCZO0/x5tqzeLFZ7SqJYfO5+5i66RLuPS37G/beiw9j7ZhwdsFEQSnyZ609EYeRrevA38Va4+Nl5RpGT5tbjzKw/NAtmEgkgChi3/WHuHxfNSFYcThW+XvQRzuxZlSYsgLuxnGt8MLS8k+H8L/Nl7UTuJYcjXmMl5efQHgdB2x4LQL5cgVMJIL6bqDPLErKyMWNxDS0/HfssiiKEAQBw1eexJk7TzGlSyDaBjrj9Z/O4IMewejXpGB+38zcfJy6/RSe9uYwlUjgYC2FiSAgO08OR+vyTw9yPSEN7/1+scT1Rb90vXgvRSWBK8mfFx4of9c4J9NCcZOTsVX/5UZFZeXKVV4vdTaevYeejdzQuZ6r8v/Hs45EP1GzJxmaciVx8+fPL9fBBEFgEkdV6miM/v/QRD9Mr9AHJn1YfeyO1ifZNvYErjzGrClorewQ5IxVI6tXuea4pExl96TPd17HBz2CMXbNaTzJyMU3+4uXxtaFTRrOxzbkhxNM5FDyxNxn7zwt9jdpb1Qi6jhZwc9Z/d+qpxm5WLTXcKrIatoaPvan/3oUaJLAGaLCCaVPxCZh5eFYfHsgGg087LBiePNiLXNCkSzulxNx+HDzJQBAp2AXuNuZY+flBLQPclZ2z/tq9w18tfsGgIKEqrlvLdSuZYkpv17AX5fVtzh1DHJGj0buqGUpRVR8KuQKETsvJ0BmJoGdhRla+jmiqXctHI5+ZHC9GG49Skd2nrxSxZOMqbjoV7tvoKFn2UVMYh9noPmneyAIwOx+DfEwLQcvNVf90m7mn1dRu5YFRrWpU8JRSN8EkfW1S5Wamgo7OzukpKTA1pbVfQzJ4/QcNH+mK46+XPqkK2wMvFR6vlwB///9pe8wjF5IbTv8ODIMDlbSsjc2cNsuPsCn26JUipa81t4P3/1zS49RlV/3Bm5oH+QMG3NT+Dpa4dzdZHQOdoGHvQUycvJhbmaCuKRMSATAq5alxoP6fT/YrqPIde/41M5wtZVBEAScuPVEOQXLtVndsftqIqxlpjge+wTXE9LQ2NNO7VxWZFikJhIsGBQKT3sLhHjZAyj4oL3ySGzpO5Zh35T26PTVP1qI0DA19LTFtvFtK7z/iB9PFpsHsDpq6m2Ps2rGLtfkMeH6oEneUakkrnDX6jwHCpM4wzVm9SnlmAZ9+/31CDT31d/ErvlyBQ7dfIwm3vYq40iKenn5cYNouawOBod5Y87zFRt3ZCgepmYj7LO9+g6jSnk5WGB4hC+GhPvAQqr6zXy+XIGsPDmkphJ8ufM6allJNRqLQlSVWtV15N9zDVQmETHmL3O0gUlc1dIk76hQYZMVK1Zg/vz5uHmzoOtFQEAAJk6ciDFjxlTkcEQa23T2nsEkcIVEUcQ3+6Lh7WiJXo3cK1whriKaztqN1Ox8AMCeye3g76JajethWjbf8LVo3ck4+LtYY7SRdjM5fzcZ/ZYYZyGayriblIVPt0fh0+1R6N3YHfuvPURGOSbjJTI0/HuumXy5otzvyXlyhXKaiwt3k3UYlXGIT8mCu13Vz7dHZdP4U+a0adPw9ttvo0+fPvjtt9/w22+/oU+fPpg0aRKmTZumixiJiimsbmUocvMVeGHpUXy1+wbeXn++yqc8KEzgAGDAd8eLrT94o+Lz1ZB6s7Zd1XcIFXI/OatGJnDP2nYxngkcUQ3RZObuciVkx2KeIOB/f6HuhzsAFMzzV9NFzNmn7xCoBBq3xC1duhTLly/H4MGDlcuee+45NG7cGOPHj8fMmTO1GiDRs24kGt4cZB//cRkxjzKUj28+TEf/b49gQqcAdAx2qdJYkjJykZKZBzvLgjF6l++nqJQhJ+0pqbKXIVIoRGw6d5//F4ioxknLycen26/it9dblbhNbr4Cg5cXfAkqV4jIzM3/d6JtOnHrCU7feQqZqQRR8Wl4t1sQ3Oy0N58jVYzGLXF5eXlo3rx5seXNmjVDfn6+mj20a8mSJfD19YW5uTnCw8Nx8uTJUrf/7bffEBwcDHNzczRq1Ag7duzQeYykW4O/L97SpG9FE7hC5+KSMXLVKRy/VfXdXkJm7kK+XAG5QkTvxYer/Pw1RZ2pOwoKCxyOxZZz97H2xB19h6SUL1fgnxuP8MuJOLy59iz8PtzBBI6IaqxTt5/C94PtyC9hHrVVR1ULxDxJz8XxW0lVEZrBG/j9cXz593V8uj0KG8/ew9vrC+YPzc03jGlJaiqNW+KGDh2KpUuX4uuvv1ZZ/v3332PIkCFaC0ydDRs2YPLkyVi2bBnCw8OxYMECdOvWDdevX4eLS/HWjqNHj2Lw4MGYM2cOevfujV9++QX9+vXD2bNn0bBhQ53GStr1w6FbOHPnKab2qIcnGbn6Dkcjg74/jkBXawxo7gUzEwleal4bltIKDUfVyMO0HDxJN67Xyhg9WxnuxK0kvNc9CLVrWWr1PHeTMvHqmtOYGBmAyHquKuM7svPkeHXNaRy6WdBt9usBIfjlRBxO3zGe+Y2IiKrCvadZ8HWyKrb8WrxqL5+2X+yvqpCMzonYJGXBl9fa+2Fqj3rIyMnH4/Qc1K5lqfMJ5amAxtUpx48fjzVr1sDLywstWxbM5n7ixAnExcVh2LBhMDP7r8z6s4leZYWHh6NFixb45ptvAAAKhQJeXl4YP348Pvjgg2LbDxw4EBkZGdi2bZtyWcuWLREaGoply5aV65ysTql/d55koP2XB/QdhlY18bZHv1BPvBzurRxAXVGiKKLOVLYwGxInaynqudti/sBQfLY9CufuJiMtOw+vtauLzvVccO9pFuo4WcHJWoacfDmsZKbIkytwIjYJV+6nICUrD8+FeOJE7BN8uj1K30+HiKja+fLFxnipuZfy8fh158qcKJs0t2NCWwS4WsO0pAnrSYVOpxjo2LFjubYTBAH79mlvMGRubi4sLS3x+++/o1+/fsrlw4cPR3JyMv74449i+3h7e2Py5MmYOHGictn06dOxZcsWXLhQvm5FhpbE/XT8DiQCIDM1gbmZBOamJjA1EZCcmYd8hQiJAEgEARKJ8N/vQsH1kAgCTCT//S4RAHMzEzhaSWEtM4XMzAQyUwkEAUjPzkd6Tj6y8uTIzlMgK1eOnHw58uUi4lOz8Sg1Gw/TcpCTr4C5mQQyUxNITSWQKX8KHlvLTGFqIkAhilAoALkoQqEQ//tXIUIuFlSDyslT4H5yJvZGPUTfUE/YWpjCUmqC7ZcSakSFqGERPmjp54i07DyYSiTwd7FGek4+pKYSSAQBGTn5uJGYBjsLM9SylEIhikjOzENCajYHXxMREZFREQRAFIGejdywJ+oh2vo7wdREgL1FwVRJclGEo7UUZhJJwWdeMxPYmptBaipBnlwBe0spnKylyMiRIyM3X/nZViIIEJSfgYt+DsYzn48FWEhNIBEE+LtY6/nVKKDTKQb279dP8/Ljx48hl8vh6uqqstzV1RXXrl1Tu09CQoLa7RMSEko8T05ODnJycpSPU1NTKxG19s3adrVG9EGu7OSlxmjNsTtYc8xwxlQRERER6UphM9KOSwWfy/de09/UUcY4H57uB+YYmTlz5mDGjBn6DkMtURTRvYEbsvPkyMlXIDtPjuw8OfLkIuwsCr6ZUIgiRBFQiAWtXIW/F/wUHEOhXAZk5ubjSXouMnLz8WybrKXUBBZmJjA3M1F+A2IiEeBiI4ObnTmcrc1hbiZBTr4CufkK5OQXxFXYqpadL0dadj7kChEmkv++DSn83URS0GJoIggwNREgMzWBKIrIyJXDzsIUckVBfE7WMqw4XPOSupI4WUthbymFzFQCJ2sZZKYS7LqaqO+wiIiIiDT2QtPauPMkA20DnCEIBeO8rWSmEEURTzJyoVCIBb3C8uRIzc5DnlwBU4kETzNz8TgtB5YyU9iYm0JU8zlXLPIZWPFvL7Civ2flyaFRl0QDonESl52djcWLF2P//v14+PAhFArVVqGzZ89qLbiinJycYGJigsRE1Q+riYmJcHNzU7uPm5ubRtsDwNSpUzF58mTl49TUVHh5eZW4fVUSBAGLBjfRybFFUUSeXET2v+V0zf/tDmko3u0WhOCPd+o7DK1q7lMLkfVd4W5nrky4U7PzcPVBKqIfpcNEENDSzxFtApwQ5GoDG3PTEicrLRxgTIZjWu/66NrAFQ+Ss3H6ThLuJmVCIghYeyIOzzfxxKZz9/Fmx7pYsj9G36ESEdU4L4d7Y1z7uqhdywJPM/MwfesVjonToo9714ebrTm61HdFQko2vB0tjWpaHmOgcRI3evRo7Nq1Cy+++CLCwsKq7GJIpVI0a9YMe/fuVY6JUygU2Lt3L9566y21+0RERGDv3r0qY+J2796NiIiIEs8jk8kgk8m0GbpREAQBUlPBoBK3oszNTPBRr3pGWeTh19cikCdX4FzcU3g5FFRt6tnQHRIdV2/yd7FG9MN0nZ6D1Iv5rKeyOlftWpYIq+OgXDe7fyMAwNcDQwEA73YLLvVY955m4vitJIR62SHy64OI8HPEkJbeSMnKQ/TDdGTlyjGmrR8iv/5HN0+GiKiaebbrnIOVFC39HJjEVdCBdzrA18mqxCTN27GgWjMTOO3SuLCJnZ0dduzYgdatW+sqphJt2LABw4cPx3fffYewsDAsWLAAv/76K65duwZXV1cMGzYMnp6emDNnDoCCKQbat2+PuXPnolevXli/fj0+++wzjaYYMLTCJjXdwj03MX+PcRTxmPt8Iwxs4VUlf7TUtcTFfNYTq47exqxtV3V+fioQ7GaDd7sFoXM917I31iFRFDF0xUkcjn6s1ziIiAzNX2+3RT334p/nsnLlqDetevX40aWx7fxw8V4yZvZtiEBXG32HU23otLCJp6cnbGz0c7EGDhyIR48eYdq0aUhISEBoaCh27typLF4SFxcHieS/lqRWrVrhl19+wUcffYQPP/wQAQEB2LJlC+eIM2Jj2tbB4ehHOHXbsOe/ivBzxKAwb72dv7AlaHSbOkziqkDbACd883JT2FmYlb1xFRAEAT+PCWc3WyKiIn57PUJtAgcAFlITlccXpndFyIxdVRGWUfqwZz19h1DjadwS99dff2HRokVYtmwZfHx8dBWXwWBLnOH558YjDF95Ut9hlMjMRMC+KR3g5aDdyZ5LU/TDurXMFJdndFO7jrSvrrMVVgxvoXbyWH3bczURy/6J4aTfRFTjxc7pWWbPmKSMXDSdtRttA5zw02h+EVaUt4Ml+oZ64PitJ/i4d300rm2v75CqJZ22xDVv3hzZ2dnw8/ODpaWlyuTeAJCUlKTpIYk0YmZimH2q/3q7LW49ykCvxu56jaN/E0+9nr+m2Tulg75DKFFkfVdE1nflBxEiqvHKM7TBwUpqlKXmdY2viWHSOIkbPHgw7t+/j88++wyurq4cpEhVTlpChUZ9q+duW2I3DV3bM7kdPt5yBQ09bfF2ZKDKulUjW2DEj6f0EhcZhv5NPLH53H19h0FEpBfBbhyzRdWPxknc0aNHcezYMYSEhOgiHqIylVRmvybzd7HBurEt1a7rEOSCkx92Rthne6s4qurPxtw4ptqcPzAUEzoHoOO8A/oORaes/51XKCNXXua2HYOc8XZkIM7HPcX1xDRcjU/DhbvJeLdbEIaEe2Pn5QR8sOlSFURNRLr0Wns/jG5Tp0L7rhzRHKNWndZyRIbH2UaGVnUd8cf54tU5dTW1FVWexp9AgoODkZWVpYtYiMrFz9nwxh418rTTdwilcrE113cI1U4bfyd8PcB4vsyq42SFKzO6ocH0v/UdSoVZmJkgK68gQfuwZzCGt/JF4ahumalE2TPk1O0kvPvbBUTUdcT4TgH4fOc13ExMR+zjDHSq54IlLzdVHjPUy175e9Hy2IPCvPHh5ktQGOsssDWEhZkJsvPlsDQzgSAISM/J13dIVWZ2/4b43+bLlTqGuZkEuya2x0d/XMbBG4+0FJlhGR7hCxebir0HdgrWb6VhXeoT4oHJXQIhiiL8nK2x4VScMonr0dANf11OAFAwpy0ZJo2TuLlz52LKlCmYPXs2GjVqVGxMHIt/kK7ZmpvhxIedEW5ALUsrRjTXdwhlOvReR7T9Yr++w6g2OgW7GF1ybCUzRQMPW1x5kKrvUFSM7+SPxfuiAQDHp3aG1FSCprN2K9f/PbEd6jhZQWoqQVauHI/Tc0otHNTC1wEH3u2ofLxwUPm+SX52eECPRu7YfjFek6dCVSxqVneIogiFCOTky3Es5glCvezx0/E7WLDnZon7NfG2R2Q9Vwxq4YXkrDwkpmbD3MwEz397tAqj19y4DnWx9EAMAGBIuA+y8xRlViCeGBlQ4muhEAvm8FozKgx/XniAT7ZewZOMXK3HrU9mley942Fnjgcp2VqKRrfOT+uC0Jm7S1x/6ZOu6LHwEOq522LxMy1sLzbzwvsbC3ofOFhJlcsdraUgw6RxEte9e3cAQOfOnVWWF36DKZeX3Y2FqLJcDezDc0W/5atKVVkts7pzspbihaa19R1Ghfw4sgW2nn+AJfuj8TQzTy8xLHm5KW4+TMOCPTcxqnUdvNnRH07WMnQIcoabXcG9dOuznjh/Lxn13W1hbvZf6W8LqUmV/V/miG/D9sOwgi/PBEGAiQBYSk2VczROjAzEhE4BAICvdl/Hkv0xGNHKF58816DYcRytZajrbA2goICDIRcCer97MIaEe0NqWpCYjG5TB/efZmHlkVgAwHvdg/DFzusACsZDN/OpBRtzM/Rv4on2Xx4ofsAiLc19QjzQq5E7jt96gtq1LHHqdhK2XXyA/ddVW+hCvezxens/NPGupXwvlitEDFt5Akein2j/SVeSqaRyd7Kvk5XRJHH2luoTrjBfBwwK84KNuRkOvddRbT0LkyKvk6lEwIVpXaEQRchMTYptS4ZB4yRu//6Sv8m/dInjB4gMWU3p369rJz6MVHnDMyYuNuYY09YPwyJ8kZqdh4SUbPRefLjKzn/gnQ7wdbKCKLqhd2N3+DlZQyIRMLyVr8p2EomApt767cbDwl2GydbcFD+ODEOzMrp5Sf69R6d0CUKvRh4IKmdxi2NTOyEnTwFnGxmG/HAC5+8mVzbkchnQvDbe6RaEsNml9zKpXUv1S4yJXQLwJCMH/Zp4okOgM/LyRQS6WqNDkItyGx9H9cMQ3o4MUHkskQho5e8EoKCF7oVmtSGKIuJTsuFiIwOgfly6iUTA2jEtDTIBNjOtXEvcly+FYOSPJ3EjMV1LEVW9NaPDlF+Glffvmp2lYcx7SiXTOIlr3769yuO0tDSsW7cOP/zwA86cOYO33npLa8ERkXZ1CnZF7JyeyMqTo/404x0bpU/DInyMNoErSmoqgZO1DE7Wsio9b+F8eoIgwN/FsCvGGdpVvjyjGxo+M6bR3tIMyXpqUdWHzW+0QqiXvUYJtkQioL5H+Yd6uNtZKH/f8mZrbL8Yjz8vPMDOKwkaxaoJX0dLfPGi+jG2HYKcAQDhdRzVrrc1N1PpMvxsYqbOhE7+6N7QvVxVGwVBgIe9RZnbAYCfkxVuPc4otnxU6zqIS8rEnqhEAAVjit/pFoQ3fj6jbOVq6m2Ps3HJ5TpPeX3YMxjWssoVoPK0t8CK4S0MbjiCqURAvppBu572Frif/F/timA3G5XeDKUZHOaNX0/fxZi2flqLk3Snwl9PHDx4EMOHD4e7uzvmzZuHTp064fjx49qMjYh0QBAEWEpNsXhwE9TX05QIxmpCJ3/MUNMdy9htHBeBln4OcLbRXkK3ZlQYZvVrqLXj6YOhNcRZy0zRKdhFZdnMvmW/xvMHhmBlKeN2XW1lGNDcOLoH165lWeUtpL0au2PZ0GaIndMT73YL0uqxz3wUiSldAvHLq+qrCwPAqpFhWDUyDOM61K3Uuab2CIa3gyWOT+2MyV2DUN/DVtlaqS2rR4VhVOs6CClSMAgApvWpjx+G//d/cHSbOgj1skfTIq2prf9tAZSaSOBuV/khChIBGNuucq9ZIUP7WwAAH/Wqp3b5s1WTpRq0RM55vhGiZnbn8AsjodHXEwkJCVi1ahVWrFiB1NRUDBgwADk5OdiyZQvq16+vqxiJ1PrihcZ4b+NFfYeB3nqe3Lui+oR4oE+IBxbuuYn5e27oOxyjYCUzrZZd7Jr5OGD92AiIoojQmbuRklW5lp3atSzQLrCg9eBGQhp+On4HANClvnFVejPEK718WHPU/XAHgIIPa30au0MiAG/9ck5lu1fb1sHqo3fwYc9g9G9SkKAVTtj7MDUbZ+OeIsLPSaXL1LgO/gY9DcXWt1pr9YsGTQmCgDc7+uPLv69rtN8nferDztIM7/1+EXny/1pOXGxkcLSWYXxn1ZazhYNC8eeFeEQ/TMPI1hUrja/Oa+3r4rX22klqSuLlYIlpfQo+D3aad6BYq9xPo8Nw+X6qsnXxvW7BOBrzBMMjfPFaez+42MjQIcgFA747VulYtFlZVhd/99sGOOHQzcdq13Vr4Iq/rySWur9jCb0o5r0UotJF/pVwH43i0iTpI/0qdxLXp08fHDx4EL169cKCBQvQvXt3mJiYYNmyZbqMj6hEA1p44V5yFhbtLbkCWVWY95LxlJlX5+3IgBqfxNmamyI1u+zS5NUwf1MhCAK03VO0aNfT5cMMv4prUYaYsJtIBPwyJhyHoh9jcpdACIKA3o09cPzWE/x8PE653f961cf73YPVjl9ysTVH94bFv3yq42SFTsEu2HftoU6fQ0U1rm2v7xA04mlvgUPvdVS2dvVu7IGA//0FABgS7o3XSmgl6hvqib6hnlUWp64sGdIUkzacx+QugcplbQOc0TbAWfnY29ESp/8XqXyNhkb4FjuOk7UMj9NzdB5vaSr7l8DbwRKNatupVLstrSt7twZuxZK4Z7ublvTnqaGnHX4ZE47EtGzIFcDzTYz//xKpV+4k7q+//sKECRMwbtw4BASU3d+aqKYob19zQ/b76xH488IDWJubYsn+GH2HU+VGtPLFon9L3Jem6FiZ6irIzQbHbyVVaN8+IR7488IDZVVAAGgf6IxVR29XukKcPhhqxK38nZTFJwrN6tsQVx6k4lxcsrI7lboErixmJob6rA1P78buSEjJxuk7T4ute629HyZ0ClDprmhmIsH6sS2hUIjFrl91VM/dFjsntitzu7K6dLYLcMKmc/chM5XARCIgM7fqq6BLSvlCJ8DFGkMjfODraIVl/8TgaExBhc6lQ5pi28V4TOoSgLrO1hAEAU28buHT7VEAAIVYclNhecZdO1hJ8fkLjZTTAhRVE/5/kQZJ3OHDh7FixQo0a9YM9erVw9ChQzFo0CBdxkZUpuERPvjlxB08Tq9e89pUtea+Dmju6wAAeLOjv1EUPXGylmrtujtay7BqZAuM+PEUgIJB+IUlu4GCN8uXw7zRq5Fxdp3VxIKBTTB/9w0Ma+WDW48yMH7dubJ3+tdXL4Xg3a5B8Hb8bzxFhyBnrHu1Jeq6qK+OZ9CMKJ8RBAEbX2+FgzcfoYGHXYWPU8rnSr24Nqs7eiw8BH8Xa32HorRyRHP8eSEes/o1hKWZCVKz87D/+kN8988t2FqY4eNe9dGghPFmLf3UFychVY7WUsT/W/BkRt8GCHa3Qc9G7liyPxrrTt6FzFSCnHxFqccY8UzF28oQUfKNMaFzAPqEeAAAAlytMfevaxjRyhdNvGuhxzPvGZH1XPHp9ig4WUvRuLa9cnJtAPBztsKtRwXdT6VqvoBpVddJ2RIX6GqNCD9HtKrrhI+2XFbppks1R7mTuJYtW6Jly5ZYsGABNmzYgJUrV2Ly5MlQKBTYvXs3vLy8YGNj2JXGqPpxtJbh5IeR8Pt3jAhVnqXUFLFzeuLnE3H4eMtlfYej1rJXmuJGYjq+3l28G+iPI1pg5KpTxZb3C/XAliJvmEV1CnaBl4MljnzQCfuiEvFScy9lEhdZzxXLhzUzyK51uuBmZ47PX2wMAGjgYYdWdR3hYCXFprP3MeW3C6Xua2YiqCRwQEFyEVHXOD+4CgaUxZWniqBEIqiUldeW0u4dXeoc7AJzMxPsndzeoLoydwp2Rafg/8Z32ltK0b9JbfQL9awxfyd0bdGgJnj394sY38kfNuZmygIlH/Wqj7rO1ujWwA09Fx5CWs5/3eD/ntgOk389DyupKcZ39i+xmmdF5BdJkka29sWp20m4fD+12HbudhYqlUKf5etkhWNTO6GWpRQmkoK/MDP/naw90MVGmcRF1ndFhJ8jQr3tMbSlDy7dT0EdJyt8s7+gx8hfb7fj/zXSvDqllZUVRo0ahcOHD+PSpUuYMmUK5s6dCxcXFzz33HO6iJGoVNqurqUJK6nxd6VURxAEDG3pg5jPeqJHQzd9h1NMtwZueKWlD2qpmcemY7CL2nFdUlMJvhvarNjyMx9FKitxedpbYGiEL8zNTOBgVTBpau/G7jX6zdLRWgZBEPBCs9oYFlHyAPkh4d7V7nUypKfzbMW5qvDVSyH4rH8jfDUgFBZ66Da+cHDBh2GJRDCK/1vGEKOx8HO2xsZxrYp9KWElM8WYtn7wcrDEqlFhqF3Losg6E2wb3wYbXmuJtgHOWi3QUfh+ABQkktvGt1U+rqdhlWd3OwuYm5nAzESCUW3+K1zTr4kHLKUm6NHQDWYmEqwb2xLvdw+Gh70FujVwU3lfK/o/zdBaz6nqVOpdISgoCF988QXmzJmDP//8EytXrtRWXEQGr42/E/5XQonf6sJEImDpK83wMC0bOXkKvc6T8373YDTxtoe3Q0GJcQcrKU5/1EVZqa8soliQ/HWp74rdVxNRy9IMP44MK7HC1+5J7RAVn4bW/sbZiqQLpX1YmN2/UdUFUkVq4kfyno3csetqIjzszPFCs/+mHTg/vQvuJmXh3tNMZbdjbfCwM1fOE1aobYATPuvfqNLze1H11synFg6/3wnL/olBenZ+sUnQtclKZordk9rB1ESiHK928N2OeJSerbWuvvaWUlyY3rXE8cMOVv+9VxX9vmDhoCZ485ez+Lg3q8TXNFr5C2liYoJ+/fqhX79+2jgckU6NaVMHsY8zoBBF7L/+qELH+LRfQ7zSUrOyvcbMxaZgzp7z07rgnxuP8Pb683qJ49nxJCUN/nazLf7BsHCS6SUvN8WNxDQ08LAt9ZtzR2sZ2gTor5y5IXIpobx76DNzQlUX2ixRbiz6hnrAzc68WPdNmakJ/F2s4azlyeH/ea8jkjPz0GL2HgAFJeiLVi8kKsvrOp42oVCAq+o94e1oWaz7eEXUcbLCnScZaFzbDmalFCNysJLilzHhkJlJVN67ejV2R6fg7rCopj2DqGT8mouqhW9eblJsniR1ZvZtgGFFShj7frBd43MtHtxEOYi5prG3lKJvqCfc7SwwevUppJWjLH9JhkX4YM2xO+XevrSB5c/6cWQYPtl6BZO7BkKuELE3KhGj/+22IjWVoKFnxQs/1GRj2voh5lF6sfFRv74WoaeIdEuT/3O6VlXj8wRBKLX4hrlUu3NImZlI4Gwjw59vtcH1xDS0YVU9qmF2T2qHfIVYrkrXJVWdZAJXM3FGP6oWejf2gKd92eXfK/sxKNjNpsYmcEWF1XHApU+6VXj/C9O7YlJkYNkbVlCQmw3WjW2JFr4OaOnniP/1ql8tpoLQNwupCRY8M2jf3tKs2k4Oy7EmxclMTbBhbEu16/qGeuDtzgGI+awntr7VWqPjNqpthxeb1ea4MqpxTE0kfH+iCmFLHNUodZ0r13d9zvPVb9yPNnzxQmP0CfHAnqhE7I1KLNZSs3BQKC7dS8EPh2Mxs28D2FkUFCTZ9EYrPP/t0XKdo7R5egqVVniDdGPJy031HYLO6KOYiDFo4l1L+fuWN1vD3EyCYDfV4g6Na9tjfCd/LC5l/sWjH3TSWYxERNUd36Go2ijrM/4XLzSu1ASY4zrUVfnwQgUDu8/dfYo+jT0gkQjoE+KBPiEe+F+v+rj1KB31PWxxIzEdTb3t8VyIB0a3raMyYXZ5vnN/LsQDlx+k4OVwb7Xr3+0WhJOxSRjdpg7nYKpiy15pitbVuPvbxMhAjbr81hRSUwmmdAlEVp681PGQU7oGlZjE/fFma3iUo/cEERGpxySOqo0QL3vce5pV4voBLbwqfOy6zlaY0CmgwvtXVyUN7Ha2kcH53yIYzXz+S3yLJnDl9WHPenCzMy9x/Zsd/fFmR40PS1pQntZRY+ZgJcVvr0fgpWXH9B2KwZXKHN+5fH8PzUyEYhMRv989GCHVtBgOEVFVqZ4DGahGmt2vIbrWd1W77sxHkWqXtw8suwpap2AX7JncngOH9aS0BI5I11r4OuDEh531HYbR2vyG6tg4a5kpxnWommqCRETVGZM4qjbsLaX4oEew2nUlzQX244gWZR53QucADrbXEc9a7E5Fhs/V1gC+SDDSIisNPe1we24v/PV2W0zuEogdE9qWvRMREZWJSRxVK+qSrYWDQkvcXlLCPGOF3u4cUG3nwDIELjbm1bY8fU1gY26m7xBqjFn9Guo7hEqp526LCZ0DtDKvFhERcUwcVXOR9VzQN9SzwvsPKaGYBmlPU297fYdAGprdvyGiH6ajpZ+DvkOpMYKemXybiIhqNiZxVK24a3n8FFsadK+0rqojWvlWXSBUbkPCOZUDERGRPrE7JVUr5mYmuDC9K2xkBd9PdG3gVuY+P45sgXrutvhhWHM4WcvgZC3Fhz2DsXNiWxYzqQKldWid1rt+lcVBREREZCzYEkfVjp2FGQ6+1xFXHqSiVd2y5w3rGOSCjkEuAIBT9VxYxKSKlfRyO1pJyxyzSERERFQTMYmjaqmWlRRtAjSfhJgJXNUr6TXnpSAqYGbCm4GIiFSxOyURGSh+cCUiIiJSh0kcEendmlFhxZY18rTVQyRE6i0YGKrvEIiIiJSYxBGR3rULdC627MuXQvQQCZF6/ZpUfKoSIiIibWMSR0QGp7W/I5ysZfoOg8ggCOxaTEREz2ASR0REREREZESYxBGRwWnm46DvEIgMRs9GZc93SURENQuTOCIyKK62MrzRoa6+wyAyGLP7N9J3CEREZGCYxBGRQZncJRDmZib6DoPIYFjJOKUrERGp4jsDERmEL15sjGMxT/B809r6DoWIiIjIoDGJIyKDMKC5FwY099J3GEREREQGj90piYiIiIiIjAiTOCIiIiIiIiPCJI6IiIiIiMiIMIkjIiIiIiIyIkziiIiIysHVVqbvEIiIiAAwiSMiIiqXvVM66DsEIiIiAEaUxCUlJWHIkCGwtbWFvb09Ro8ejfT09FL36dChAwRBUPl5/fXXqyhiIiKqTkwlQpWfs0+IR5Wfk4iIDJ/RzBM3ZMgQxMfHY/fu3cjLy8PIkSMxduxY/PLLL6Xu9+qrr2LmzJnKx5aWlroOlYiISCu+fLGxvkMgIiIDZBRJXFRUFHbu3IlTp06hefPmAIDFixejZ8+emDdvHjw8Sv6m0tLSEm5ublUVKhERVVOiWPXnNDczqfqTEhGRwTOK7pTHjh2Dvb29MoEDgMjISEgkEpw4caLUfdeuXQsnJyc0bNgQU6dORWZmZqnb5+TkIDU1VeWHiIhIamoUb5lERFQDGMU7UkJCAlxcXFSWmZqawsHBAQkJCSXu9/LLL+Pnn3/G/v37MXXqVPz000945ZVXSj3XnDlzYGdnp/zx8vLSynMgIiLjZiIRsOTlpvoOg4iISL/dKT/44AN8/vnnpW4TFRVV4eOPHTtW+XujRo3g7u6Ozp07IyYmBnXr1lW7z9SpUzF58mTl49TUVCZyREQEAOjekN3ziYhI//SaxE2ZMgUjRowodRs/Pz+4ubnh4cOHKsvz8/ORlJSk0Xi38PBwAEB0dHSJSZxMJoNMxrmAiIioOBM9VKgkIiJ6ll6TOGdnZzg7O5e5XUREBJKTk3HmzBk0a9YMALBv3z4oFAplYlYe58+fBwC4u7tXKF4iIiIiIiJ9M4oxcfXq1UP37t3x6quv4uTJkzhy5AjeeustDBo0SFmZ8v79+wgODsbJkycBADExMZg1axbOnDmD27dvY+vWrRg2bBjatWuHxo1ZspmIiAzb6lFh+g6BiIgMlFEkcUBBlcng4GB07twZPXv2RJs2bfD9998r1+fl5eH69evK6pNSqRR79uxB165dERwcjClTpuCFF17An3/+qa+nQEREVG7tA8vuqUJERDWTUcwTBwAODg6lTuzt6+sLscgkPl5eXvjnn3+qIjQiIiIiIqIqYzQtcURERERERMQkjoiIiIiIyKgwiSMiIqpiI1v76jsEIiIyYkziiIiINPBKS+8K7zs4zBsXpnXF9D4NtBgRERHVNEziiIiINPBpv0YV3tfRSgo7SzMAwNa3WmsrJCIiqmGYxBEREWnJ1Znd0LW+a7m2bVzbvsR1lWntIyKi6o9JHBERkZZYSk3x/bDm6N7ATe16QSjfcSrT2kdERNUfkzgiIiI9OfReR32HQERERohJHBERkRb0DfXQeB8vB0sdREJERNUdkzgiIqJKqmVphs/6l90FsrmvQ5nbnP24izZCIiKiasxU3wEQEREZq0/61EfvEA84WkkhlDHg7ccRLdA+0LnY8uebemLT2fsAgKMfdIKDlVQnsRIRUfXBljgiIqJKcLKWFUvgXm3nV2y7jsEuavf//IXGKsciIiIqC5M4IiIiLWvmUwsXpnct17ZmJhKc+7gLzn7cBVJTvi0TEVHZ2J2SiIhIB+wszJS/O9uU3sJWi10oiYhIA/zKj4iIqIJ8naxKXb9xXARa+jlgzaiwKoqIiIhqAkEURVHfQRiy1NRU2NnZISUlBba2tvoOh4iIDMCZO0m4Gp+GV8K9yyxoQkREVB6a5B3sTklERKShZj4OaOZT9nQBREREusDulEREREREREaESRwREREREZERYRJHRERERERkRJjEERERERERGREmcUREREREREaESRwREREREZER4RQDZSicRi81NVXPkRARERERUXVVmG+UZxpvJnFlSEtLAwB4eXnpORIiIiIiIqru0tLSYGdnV+o2glieVK8GUygUePDgAWxsbCAIgr7DQWpqKry8vHD37t0yZ3In3eK1MBy8FoaD18Jw8FoYDl4Lw8FrYRh4HdQTRRFpaWnw8PCARFL6qDe2xJVBIpGgdu3a+g6jGFtbW/6nNxC8FoaD18Jw8FoYDl4Lw8FrYTh4LQwDr0NxZbXAFWJhEyIiIiIiIiPCJI6IiIiIiMiIMIkzMjKZDNOnT4dMJtN3KDUer4Xh4LUwHLwWhoPXwnDwWhgOXgvDwOtQeSxsQkREREREZETYEkdERERERGREmMQREREREREZESZxRERERERERoRJnAFYsmQJfH19YW5ujvDwcJw8ebLU7X/77TcEBwfD3NwcjRo1wo4dO1TWi6KIadOmwd3dHRYWFoiMjMTNmzd1+RSqDU2uxfLly9G2bVvUqlULtWrVQmRkZLHtR4wYAUEQVH66d++u66dh9DS5DqtWrSr2Gpubm6tsw3ui4jS5Fh06dCh2LQRBQK9evZTb8J6omIMHD6JPnz7w8PCAIAjYsmVLmfscOHAATZs2hUwmg7+/P1atWlVsG03ff0jza7Fp0yZ06dIFzs7OsLW1RUREBP7++2+VbT755JNi90VwcLAOn0X1oOm1OHDggNq/UQkJCSrb8b7QnKbXQt17gSAIaNCggXIb3helYxKnZxs2bMDkyZMxffp0nD17FiEhIejWrRsePnyodvujR49i8ODBGD16NM6dO4d+/fqhX79+uHz5snKbL774AosWLcKyZctw4sQJWFlZoVu3bsjOzq6qp2WUNL0WBw4cwODBg7F//34cO3YMXl5e6Nq1K+7fv6+yXffu3REfH6/8WbduXVU8HaOl6XUACiYLLfoa37lzR2U974mK0fRabNq0SeU6XL58GSYmJnjppZdUtuM9obmMjAyEhIRgyZIl5do+NjYWvXr1QseOHXH+/HlMnDgRY8aMUUkeKnKvkebX4uDBg+jSpQt27NiBM2fOoGPHjujTpw/OnTunsl2DBg1U7ovDhw/rIvxqRdNrUej69esqr7WLi4tyHe+LitH0WixcuFDlGty9excODg7F3i94X5RCJL0KCwsT33zzTeVjuVwuenh4iHPmzFG7/YABA8RevXqpLAsPDxdfe+01URRFUaFQiG5ubuKXX36pXJ+cnCzKZDJx3bp1OngG1Yem1+JZ+fn5oo2Njbh69WrlsuHDh4t9+/bVdqjVmqbX4ccffxTt7OxKPB7viYqr7D0xf/580cbGRkxPT1cu4z1ReQDEzZs3l7rNe++9JzZo0EBl2cCBA8Vu3bopH1f2+lL5roU69evXF2fMmKF8PH36dDEkJER7gdVA5bkW+/fvFwGIT58+LXEb3heVV5H7YvPmzaIgCOLt27eVy3hflI4tcXqUm5uLM2fOIDIyUrlMIpEgMjISx44dU7vPsWPHVLYHgG7duim3j42NRUJCgso2dnZ2CA8PL/GYVLFr8azMzEzk5eXBwcFBZfmBAwfg4uKCoKAgjBs3Dk+ePNFq7NVJRa9Deno6fHx84OXlhb59++LKlSvKdbwnKkYb98SKFSswaNAgWFlZqSznPaF7Zb1XaOP6UsUoFAqkpaUVe6+4efMmPDw84OfnhyFDhiAuLk5PEVZ/oaGhcHd3R5cuXXDkyBHlct4X+rNixQpERkbCx8dHZTnvi5IxidOjx48fQy6Xw9XVVWW5q6trsf7ZhRISEkrdvvBfTY5JFbsWz3r//ffh4eGh8se/e/fuWLNmDfbu3YvPP/8c//zzD3r06AG5XK7V+KuLilyHoKAgrFy5En/88Qd+/vlnKBQKtGrVCvfu3QPAe6KiKntPnDx5EpcvX8aYMWNUlvOeqBolvVekpqYiKytLK3/zqGLmzZuH9PR0DBgwQLksPDwcq1atws6dO7F06VLExsaibdu2SEtL02Ok1Y+7uzuWLVuGjRs3YuPGjfDy8kKHDh1w9uxZANr5LECae/DgAf76669i7xe8L0pnqu8AiKqDuXPnYv369Thw4IBKUY1BgwYpf2/UqBEaN26MunXr4sCBA+jcubM+Qq12IiIiEBERoXzcqlUr1KtXD9999x1mzZqlx8hqthUrVqBRo0YICwtTWc57gmqyX375BTNmzMAff/yhMg6rR48eyt8bN26M8PBw+Pj44Ndff8Xo0aP1EWq1FBQUhKCgIOXjVq1aISYmBvPnz8dPP/2kx8hqttWrV8Pe3h79+vVTWc77onRsidMjJycnmJiYIDExUWV5YmIi3Nzc1O7j5uZW6vaF/2pyTKrYtSg0b948zJ07F7t27ULjxo1L3dbPzw9OTk6Ijo6udMzVUWWuQyEzMzM0adJE+RrznqiYylyLjIwMrF+/vlxvsrwndKOk9wpbW1tYWFho5V4jzaxfvx5jxozBr7/+Wqyr67Ps7e0RGBjI+6IKhIWFKV9n3hdVTxRFrFy5EkOHDoVUKi11W94XqpjE6ZFUKkWzZs2wd+9e5TKFQoG9e/eqtCwUFRERobI9AOzevVu5fZ06deDm5qayTWpqKk6cOFHiMali1wIoqHo4a9Ys7Ny5E82bNy/zPPfu3cOTJ0/g7u6ulbirm4peh6LkcjkuXbqkfI15T1RMZa7Fb7/9hpycHLzyyitlnof3hG6U9V6hjXuNym/dunUYOXIk1q1bpzLlRknS09MRExPD+6IKnD9/Xvk6876oev/88w+io6PL9aUf74tn6LuySk23fv16USaTiatWrRKvXr0qjh07VrS3txcTEhJEURTFoUOHih988IFy+yNHjoimpqbivHnzxKioKHH69OmimZmZeOnSJeU2c+fOFe3t7cU//vhDvHjxoti3b1+xTp06YlZWVpU/P2Oi6bWYO3euKJVKxd9//12Mj49X/qSlpYmiKIppaWniO++8Ix47dkyMjY0V9+zZIzZt2lQMCAgQs7Oz9fIcjYGm12HGjBni33//LcbExIhnzpwRBw0aJJqbm4tXrlxRbsN7omI0vRaF2rRpIw4cOLDYct4TFZeWliaeO3dOPHfunAhA/Prrr8Vz586Jd+7cEUVRFD/44ANx6NChyu1v3bolWlpaiu+++64YFRUlLlmyRDQxMRF37typ3Kas60vqaXot1q5dK5qamopLlixRea9ITk5WbjNlyhTxwIEDYmxsrHjkyBExMjJSdHJyEh8+fFjlz8+YaHot5s+fL27ZskW8efOmeOnSJfHtt98WJRKJuGfPHuU2vC8qRtNrUeiVV14Rw8PD1R6T90XpmMQZgMWLF4ve3t6iVCoVw8LCxOPHjyvXtW/fXhw+fLjK9r/++qsYGBgoSqVSsUGDBuL27dtV1isUCvHjjz8WXV1dRZlMJnbu3Fm8fv16VTwVo6fJtfDx8REBFPuZPn26KIqimJmZKXbt2lV0dnYWzczMRB8fH/HVV1/lG0E5aHIdJk6cqNzW1dVV7Nmzp3j27FmV4/GeqDhN/z5du3ZNBCDu2rWr2LF4T1RcYWn0Z38KX//hw4eL7du3L7ZPaGioKJVKRT8/P/HHH38sdtzSri+pp+m1aN++fanbi2LB9A/u7u6iVCoVPT09xYEDB4rR0dFV+8SMkKbX4vPPPxfr1q0rmpubiw4ODmKHDh3Effv2FTsu7wvNVeRvVHJysmhhYSF+//33ao/J+6J0giiKoo4b+4iIiIiIiEhLOCaOiIiIiIjIiDCJIyIiIiIiMiJM4oiIiIiIiIwIkzgiIiIiIiIjwiSOiIiIiIjIiDCJIyIiIiIiMiJM4oiIiIiIiIwIkzgiIiIiIiIjwiSOiIjoXyNGjEC/fv30dv6hQ4fis88+K9e2gwYNwldffaXjiIiIyBAJoiiK+g6CiIhI1wRBKHX99OnTMWnSJIiiCHt7+6oJqogLFy6gU6dOuHPnDqytrcvc/vLly2jXrh1iY2NhZ2dXBRESEZGhYBJHREQ1QkJCgvL3DRs2YNq0abh+/bpymbW1dbmSJ10ZM2YMTE1NsWzZsnLv06JFC4wYMQJvvvmmDiMjIiJDw+6URERUI7i5uSl/7OzsIAiCyjJra+ti3Sk7dOiA8ePHY+LEiahVqxZcXV2xfPlyZGRkYOTIkbCxsYG/vz/++usvlXNdvnwZPXr0gLW1NVxdXTF06FA8fvy4xNjkcjl+//139OnTR2X5t99+i4CAAJibm8PV1RUvvviiyvo+ffpg/fr1lX9xiIjIqDCJIyIiKsXq1avh5OSEkydPYvz48Rg3bhxeeukltGrVCmfPnkXXrl0xdOhQZGZmAgCSk5PRqVMnNGnSBKdPn8bOnTuRmJiIAQMGlHiOixcvIiUlBc2bN1cuO336NCZMmICZM2fi+vXr2LlzJ9q1a6eyX1hYGE6ePImcnBzdPHkiIjJITOKIiIhKERISgo8++ggBAQGYOnUqzM3N4eTkhFdffRUBAQGYNm0anjx5gosXLwIAvvnmGzRp0gSfffYZgoOD0aRJE6xcuRL79+/HjRs31J7jzp07MDExgYuLi3JZXFwcrKys0Lt3b/j4+KBJkyaYMGGCyn4eHh7Izc1V6SpKRETVH5M4IiKiUjRu3Fj5u4mJCRwdHdGoUSPlMldXVwDAw4cPARQUKNm/f79yjJ21tTWCg4MBADExMWrPkZWVBZlMplJ8pUuXLvDx8YGfnx+GDh2KtWvXKlv7CllYWABAseVERFS9MYkjIiIqhZmZmcpjQRBUlhUmXgqFAgCQnp6OPn364Pz58yo/N2/eLNYdspCTkxMyMzORm5urXGZjY4OzZ89i3bp1cHd3x7Rp0xASEoLk5GTlNklJSQAAZ2dnrTxXIiIyDkziiIiItKhp06a4cuUKfH194e/vr/JjZWWldp/Q0FAAwNWrV1WWm5qaIjIyEl988QUuXryI27dvY9++fcr1ly9fRu3ateHk5KSz50NERIaHSRwREZEWvfnmm0hKSsLgwYNx6tQpxMTE4O+//8bIkSMhl8vV7uPs7IymTZvi8OHDymXbtm3DokWLcP78edy5cwdr1qyBQqFAUFCQcptDhw6ha9euOn9ORERkWJjEERERaZGHhweOHDkCuVyOrl27olGjRpg4cSLs7e0hkZT8tjtmzBisXbtW+dje3h6bNm1Cp06dUK9ePSxbtgzr1q1DgwYNAADZ2dnYsmULXn31VZ0/JyIiMiyc7JuIiMgAZGVlISgoCBs2bEBERESZ2y9duhSbN2/Grl27qiA6IiIyJGyJIyIiMgAWFhZYs2ZNqZOCF2VmZobFixfrOCoiIjJEbIkjIiIiIiIyImyJIyIiIiIiMiJM4oiIiIiIiIwIkzgiIiIiIiIjwiSOiIiIiIjIiDCJIyIiIiIiMiJM4oiIiIiIiIwIkzgiIiIiIiIjwiSOiIiIiIjIiDCJIyIiIiIiMiJM4oiIiIiIiIzI/wFodaSfUcBrfwAAAABJRU5ErkJggg==\n" 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\n" }, "metadata": {} }, { "output_type": "execute_result", "data": { "text/plain": [ "" ], "text/html": [ "\n", " \n", " " ] }, "metadata": {}, "execution_count": 56 } ] }, { "cell_type": "markdown", "source": [ "時間で区切ったデータのF0抽出" ], "metadata": { "id": "CnCm8eyAfFvQ" } }, { "cell_type": "code", "source": [ "while True:\n", " try:\n", " print('何秒から何秒までの波形を表示しますか?')\n", " x_lim1 = float(input('何秒から >>>'))\n", " x_lim2 = float(input('何秒まで >>>'))\n", "\n", " length = x_lim2 - x_lim1\n", " wav2, sr2 = lr.load(filename, sr=None, offset=x_lim1, duration=length)\n", " t2 = np.arange(0, len(wav2)) / sr2 + x_lim1\n", " wav2 = wav2.astype(float)\n", " _f0_2, _time_2 = pw.dio(wav2, sr2)\n", " f0_2 = pw.stonemask(wav2, _f0_2, _time_2, sr2)\n", "\n", " # DIO による基本周波数推定\n", " f0, timeaxis = pw.dio(wav2, sr2)\n", "\n", " print(f'データ数は{len(wav2)}個です。')\n", "\n", " # 波形の表示\n", " plt.figure(figsize=(9, 3))\n", " plt.plot(t2, wav2, label='Separated Data')\n", " plt.legend(fontsize=10)\n", " plt.title('Separated Waveform', fontsize=15)\n", " plt.xlabel('Time (s)', fontsize=10)\n", " plt.ylabel('Amplitude', fontsize=10)\n", " plt.tight_layout()\n", " plt.show()\n", "\n", " # F0の表示\n", " plt.figure(figsize=(9, 3))\n", " plt.plot(timeaxis, f0, color='green', lw=2.5, label='F0')\n", " plt.legend(fontsize=10)\n", " plt.title('F0', fontsize=15)\n", " plt.xlabel('Time (s)', fontsize=10)\n", " plt.ylabel('Frequency (Hz)', fontsize=10)\n", " plt.tight_layout()\n", " plt.show()\n", " break\n", " except ValueError:\n", " print(\"無効な値が入力されました。やり直してください。\")\n", "\n", "disp.Audio(data=wav2, rate=sr2)\n" ], "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 725 }, "id": "92ZYE4iDcUsL", "outputId": "9b55b1e1-ff82-4617-be65-c3c99cd0d413" }, "execution_count": null, "outputs": [ { "output_type": "stream", "name": "stdout", "text": [ "何秒から何秒までの波形を表示しますか?\n", "何秒から >>>1\n", "何秒まで >>>1.2\n", "データ数は3199個です。\n" ] }, { "output_type": "display_data", "data": { "text/plain": [ "
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\n" 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\n" 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