{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# 第4章 Python による音声信号処理\n", "\n", "[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/r9y9/ttslearn/blob/master/notebooks/ch04_Python-SP.ipynb)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 4.1 準備" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Python version" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Python 3.9.1 (default, Feb 5 2021, 16:06:04) \n", "[GCC 9.3.0]\n" ] } ], "source": [ "!python -VV" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### ttslearn のインストール" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "%%capture\n", "try:\n", " import ttslearn\n", "except ImportError:\n", " !pip install ttslearn" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "'0.2.2'" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ "import ttslearn\n", "ttslearn.__version__" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### ttslearn の動作確認" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n", " \n", " " ], "text/plain": [ "" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "from ttslearn.dnntts import DNNTTS\n", "from IPython.display import Audio\n", "\n", "engine = DNNTTS()\n", "wav, sr = engine.tts(\"日本語音声合成のデモです。\")\n", "Audio(wav, rate=sr)" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "import librosa.display\n", "import matplotlib.pyplot as plt\n", "import numpy as np\n", "\n", "fig, ax = plt.subplots(figsize=(8,2))\n", "librosa.display.waveplot(wav.astype(np.float32), sr, ax=ax)\n", "ax.set_xlabel(\"Time [sec]\")\n", "ax.set_ylabel(\"Amplitude\")\n", "plt.tight_layout()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### パッケージのインポート" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Populating the interactive namespace from numpy and matplotlib\n" ] } ], "source": [ "%pylab inline\n", "%load_ext autoreload\n", "%autoreload\n", "import IPython\n", "from IPython.display import Audio\n", "import os" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [], "source": [ "# シードの固定\n", "from ttslearn.util import init_seed\n", "init_seed(1234)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 描画周りの設定" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [], "source": [ "from ttslearn.notebook import get_cmap, init_plot_style, savefig\n", "cmap = get_cmap()\n", "init_plot_style()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 4.2 数値計算のためのPythonライブラリ" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### NumPy と Torch を用いた配列の作成" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "import torch" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "array([[0., 0.],\n", " [0., 0.]], dtype=float32)" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], "source": [ "x = np.zeros((2,2), dtype=np.float32)\n", "x" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "tensor([[0., 0.],\n", " [0., 0.]])" ] }, "execution_count": 11, "metadata": {}, "output_type": "execute_result" } ], "source": [ "y = torch.zeros(2,2, dtype=torch.float)\n", "y" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "numpy.ndarray" ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" } ], "source": [ "type(x)" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "torch.Tensor" ] }, "execution_count": 13, "metadata": {}, "output_type": "execute_result" } ], "source": [ "type(y)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### numpy.ndarray と torch.Tensor のインタフェースの違い" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "array([[[0., 0., 0.],\n", " [0., 0., 0.]]], dtype=float32)" ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Numpy では配列のサイズを tuple で与えます\n", "x = np.zeros((1,2,3), dtype=np.float32)\n", "x" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "tensor([[[0., 0., 0.],\n", " [0., 0., 0.]]])" ] }, "execution_count": 15, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# PyTorch では配列のサイズを別々の引数で与えられます\n", "y = torch.zeros(1, 2, 3, dtype=torch.float32)\n", "y" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "True" ] }, "execution_count": 16, "metadata": {}, "output_type": "execute_result" } ], "source": [ "x.shape == y.shape" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### numpy.ndarray と torch.Tensor の相互変換" ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [], "source": [ "x = np.zeros((2,2), dtype=np.float32)" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [], "source": [ "y = torch.zeros((2,2), dtype=torch.float32)" ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "numpy.ndarray" ] }, "execution_count": 19, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# torch.Tensor から numpy.ndarray への変換\n", "type(y.numpy())" ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "torch.Tensor" ] }, "execution_count": 20, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# numpy.ndarray から torch.Tensor への変換\n", "type(torch.from_numpy(x))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### numpy.ndarray と torch.Tensor のメモリ共有" ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "array([[0., 0.],\n", " [0., 0.]], dtype=float32)" ] }, "execution_count": 21, "metadata": {}, "output_type": "execute_result" } ], "source": [ "x = np.zeros((2,2), dtype=np.float32)\n", "x" ] }, { "cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "tensor([[0., 0.],\n", " [0., 0.]])" ] }, "execution_count": 22, "metadata": {}, "output_type": "execute_result" } ], "source": [ "y = torch.from_numpy(x)\n", "y" ] }, { "cell_type": "code", "execution_count": 23, "metadata": {}, "outputs": [], "source": [ "x[0,0] = 1.0 # メモリが共有されているため、 x への変更は y にも反映されます" ] }, { "cell_type": "code", "execution_count": 24, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "array([[1., 0.],\n", " [0., 0.]], dtype=float32)" ] }, "execution_count": 24, "metadata": {}, "output_type": "execute_result" } ], "source": [ "x" ] }, { "cell_type": "code", "execution_count": 25, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "tensor([[1., 0.],\n", " [0., 0.]])" ] }, "execution_count": 25, "metadata": {}, "output_type": "execute_result" } ], "source": [ "y" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 4.3 音声ファイルの読み込み" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### scipy.io.wavfile を利用した音声ファイルの読み込み" ] }, { "cell_type": "code", "execution_count": 26, "metadata": {}, "outputs": [], "source": [ "from scipy.io import wavfile\n", "import ttslearn" ] }, { "cell_type": "code", "execution_count": 27, "metadata": {}, "outputs": [], "source": [ "sr, wav = wavfile.read(ttslearn.util.example_audio_file())" ] }, { "cell_type": "code", "execution_count": 28, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "48000" ] }, "execution_count": 28, "metadata": {}, "output_type": "execute_result" } ], "source": [ "sr" ] }, { "cell_type": "code", "execution_count": 29, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(153120,)" ] }, "execution_count": 29, "metadata": {}, "output_type": "execute_result" } ], "source": [ "wav.shape" ] }, { "cell_type": "code", "execution_count": 30, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "3.19" ] }, "execution_count": 30, "metadata": {}, "output_type": "execute_result" } ], "source": [ "len(wav) / sr" ] }, { "cell_type": "code", "execution_count": 31, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "array([ 74, 47, 17, ..., -144, -143, -144], dtype=int16)" ] }, "execution_count": 31, "metadata": {}, "output_type": "execute_result" } ], "source": [ "wav" ] }, { "cell_type": "code", "execution_count": 32, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "numpy.ndarray" ] }, "execution_count": 32, "metadata": {}, "output_type": "execute_result" } ], "source": [ "type(wav)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 音声の可視化" ] }, { "cell_type": "code", "execution_count": 33, "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n", " \n", " " ], "text/plain": [ "" ] }, "execution_count": 33, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "import librosa.display\n", "import matplotlib.pyplot as plt\n", "\n", "# 音声ファイルの読み込み\n", "sr, x = wavfile.read(ttslearn.util.example_audio_file())\n", "\n", "fig, ax = plt.subplots(figsize=(8,2))\n", "librosa.display.waveplot(x.astype(np.float32), sr, ax=ax)\n", "\n", "ax.set_xlabel(\"Time [sec]\")\n", "ax.set_ylabel(\"Amplitude\")\n", "plt.tight_layout()\n", "\n", "# 図4-2\n", "savefig(\"fig/pyssp_waveplot\")\n", "\n", "# オーディオプレイヤーの表示\n", "Audio(x.astype(np.float32), rate=sr)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 4.4 音声のフーリエ変換" ] }, { "cell_type": "code", "execution_count": 34, "metadata": {}, "outputs": [ { "data": { "image/png": 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ZKwC44t/j6DFsJNvVV1lEaiklyCIiUmUbthYmXfbbJesBeHPKEgA2VuJYEZGapARZRESqbNKCtVU+dnFMX2URkdpECbKIiFTZAx/MrFz5UbvKf/XdmhRHIyKSGkqQRUSkyrZsr1w/4jvfmla8rIerRaS2UoIsIiKRUH4sIrWVEmQRERERkRhKkEVEJBLqYiEitVWdS5CDse5FRKS2e/zTuVGHICISV51JkE292UREMkrRuMifz1qpSUNEpFapMwmyiIhknvHfrebch0ez501v8f63S6MOR0QEUIIsIiIRevTjOQBs27GTS54YG3E0IiKBOpMgO+p7LCKSaUZOWlxifcdOZ9Cdo1i9cVtEEYmI1KEEuYjpsWgRkYx13D0fMnflJva77Z2oQxGRLFbnEmQREclcs5ZvjDoEERElyCIiIiIisepMgrxucyEA3yxeF3EkIiIiIpLJ6kyC/NX81VGHICIiKfbcmO9YFT6wV3D7O5z/yBcRRyQi2aDOJMiaKEREpG6ZsXQ9v31pEtc8NwGAFRu28cnMFdEGJSJZIW0Jspk9ZmbLzGxygv3nmdnXZjbJzD4zs33SFYuISLaJVweb2Z1m9m1Y9/7XzFrE7LvezGaa2TQzOz6SoEvZtG0HAB9NXx5xJCKSbdLZgvwEMLSc/XOAo9x9L+A24KHqXEzjIIuIlPAEZevgd4AB7r43MB24HsDM+gPnAHuGx/zdzHJrLtT4fvffSXG379ip+l5E0ittCbK7fwSsKmf/Z+5e1HF4NNAlXbGIiGSbeHWwu7/t7oXhamy9eyrwrLtvdfc5wEzgoBoLNoEpi/TQtYhEo7b0Qb4UeCPRTjO73MzGmtnY5cv1UZuISApcwq56tzMwP2bfgnBbGbH1cZrjS8jdmTh/DTOXrWf5+q0sXLM5qlBEpI6qF3UAZjaYIEE+PFEZd3+IsAtGQUGBPlsTEakGM7sBKAT+U9ljY+vjvI59a6w+Xr9l+64YgFMf+LTE/rnDT6qpUEQkC0SaIJvZ3sAjwAnuvrI653KlzSIiFTKzi4CTgSHuxTXnQqBrTLEu4bZaY/6qXa3E73+7LMJIRCQbRNbFwsy6AS8DF7j79KjiEBHJFmY2FLgOOMXdN8XsGgGcY2Z5ZtYT6At8GUWMiZx478fFyz/597gIIxGRbJC2FmQzewYYBLQxswXAzUB9AHd/ELgJaE3wtDRAobsXpCseEZFskqAOvh7IA94J693R7n6Fu08xs+eBqQRdL37u7juiiVxEJHppS5Dd/dwK9l8GXJau64uIZLMEdfCj5ZS/A7gjfRGl15btO8ivH/nIdCJSR9SWUSxERESq7JMZK1i7eXvFBWuIu3P7a1MTjuUsIrVb5KNYiIiIVNdl/wpGnZs7/CTWbtpO0/x65ORYJLH88fVveOij2bvWT98rkjhEpOrUgiwiInXGojWb2efWt7nn3Wie/Xb3EskxwJn/+Iy/fzAz5df6dsk6rn72Kwp37Ez5uUWyXZ1JkF3jvImIZL1Dh78PwH3vz2TUt8tYtn5LjV7/oxkrymwbO281f35zWsqvNfSvH/PqhEXMXrEx5ecWyXZ1KEGOOgIREalNLn5iDAfd8R4zl61PWGbUtGX888NZHHjHu+zYWf1/JCvWb02476LHv0xJP+nCHTt59JM5Mev6ByiSanUmQRYREYln7opNCfdd/PgY/u+Nb1m+fivnPTK62tf6eMbyhPs+mLacl8YtYOPWQj6YlvxkJw+MmsmgO0cVr/e54Q1ue21q8frWwh3sTEFyLyK7ZGyCfNw9H3LyfbsGjlfVICIi8cT+f3hh7Hx6DBvJ3DjdEkbPXlXta70yYVG5+58bM5/rXvyaix4fw7yVu2LYuLWQTdsKmb+qbDJ/51vTmLsycZJ/zXMT6PW713lp3IKqBy4iJWRsgjx96QYmL1wXdRgiIlLLPfzxrofmfvPi1wCc98gXKTn3qo3b+GZx8L/orSlLKiw/bel6Zi3fAMDclZtYv2U7i9duZs+b36L/TW9xxJ9HsX5L/G4Yj3w8m3+Pnldm+7wweb72hYmc/eDnxdtf+3oRY+ZWP+kXyUZ1Zpg39UEWEZF4vpyzipPu/Zgpi3Y1qixcs5kew0aWKfvN4nWM/HoxKzZs5Yz9uzB96Xr269aCJnn16N66cZny+9/2DgATbjo26Smwl4X9lC98LP5s3hc9PoaXfnooELQsF7l95DcVnvvLuau4+PEvefzig7jy6a+AYOg7EamcOpMgi4iIJBKbHJdn1LRl3D8qGJLt2THzS+ybO/wkvlu5icF/+YA3rz6Cvu2bFu/b99Z3ko5l1cZt5e4fN2918fKt/5taTsn4Rk1L3A9aRJKTsV0sRESkdvvid0OiDqHSyvs0ct2W7bw6YSE7djrH3vMRs8OuEumybP0Wnhs7v+KCcdz73owURyOSXepMC7LrMT0RkVqlQW7mtcHc9Xbi8Yr3vuXtEutH/+XDtMUxYf4aTnvg0yoff/c70UyUIlJXZF7tlYD6IIuI1D4Pnr9/1CFUSm35X1Kd5FhEqq/OJMgiIlK7ONA4r858UCkiWaTOJMi15E2/iIhIrfLa1+WPzVybPPvld/QYNpIew0bySMzwfCI1LeMS5IVrNuMxn4Gt3VT9aTtFRCT1vLb0V8hyVz79FYU7dlb7PBu2FjJnxUbcPSXTcgNs2lbIC2Pns3jtZqYvXc+wlycV70tmWDuRdMm4BHnVxm1sLdz1h37Vs8E4j7Wm45iIiBQ7sEerqEMQYOO2HdU+x3kPj2bwXR/ws/+Mp/fvXmf60vXVPuevX5jIb178mkP+730mzl9TZn9V32TNWr6BHsNGMiHOOUWSkXEJcmmL1myOOgQREYnDgfz6uVGHIcDycHKSqpq/ahMTF6wF4I3JwYyBx//1I069/xOWrdtS5fO+PmnX7INFsxzGuuGVyVU67wfhWNC3vTaVHsNGMqNUMr99x84Sk7CIlJbxCXIRtR+LiNQuRY1/vzl+92gDEY65+0O2bA9akW96dXJS/XsXrN5Ej2Ejef/bpRzx51Fl9rvDxAVr+c8X36U83iJPf/Edt782lbP/+XmFZSctWMuQv3zAzGXreSqckrto0pVj7/mIcx76nDcnL6bHsJH0veEN9rz5rbTFLZkvbQmymT1mZsvMLO7bPwvca2YzzexrM6vWWEDqYSEiUlK8etjMWpnZO2Y2I/zaMtxe7Tq5c4uGcbf/fHAf7jt3vyrfh6RG0VTY//p8HreP/KbCh/fe/3YZAJc8Mbbccn97bwYbSrXGTpy/JmGr9aZthcxbuZEv56xKKu5HPpmTsOy4eatZuzl4Fun3r0xi1vKNHHP3R8xZsbFM2dGzV3HFU+PjnufrBWs44s/vM3fFRv771YKk4pK6LZ0tyE8AQ8vZfwLQN3xdDvwjjbGIiGSjJyhbDw8D3nP3vsB74TqkoE7+4xl7lViPnSikZaMGlT2dpNiH05fT78Y3itevfPqrcssXtcImY0Cp1thTH/iUE+/9OG7Zix8fw1F3fpBUq3Csl8cvYGvhDqYsWsubkxfz79Hz+P4/PuPix78EYP2WyneZ+Mm/x9Jj2EhOuf9T5q/azKC7PuCXz01k0ZrNzFyW3pkSpXZL2wCV7v6RmfUop8ipwL886IE/2sxamFlHd19cpeupk4WISAkJ6uFTgUHh8pPAB8BvSUGd3LZJXon15o3qFy8f3rcND56/P9OWbOCedzXLW1S2bE9+NIvpSyuXIN786mQ+nL6cD34zGEjc7/mLJFuOS/vV8xP5dOZKXhpfsoV3/HdrAJgdp9W4Im9NWRp3+6HD3wfglZ8fRrP8eqzetI0BnZuzcPVmerVtUunrSOaJcgT3zkDsJPMLwm1lKmMzu5ygRYMGHfqU2pe+AEVE6qD2MUnvEqB9uJxUnZyoPv7PZQfTv1Ozci88dEBHZi2fWZ3YpRZ78vOgxXnywrVl9qVqyL/SyXGRnSkadq60Jz6dwysTynZFefhHBRzbvz0zlq5n1cZtHNyrdVquL9HJiIf03P0hdy9w94Ky+0p+FRGR5IStxZWqPRPVx4f1aVOlGH517G5VOk5SY+GazazcsKuld+2m7WX6E1fWyfd9Urw8bUkwesQVT42j5/Wvc+Ad71Xr3Il8s2RdWs4bLzkG+PG/gn7Zx97zET94aHRari3RirIFeSHQNWa9S7hNRETSZ2lR1wkz6wgsC7dHUiefvl9n7n5HXS6icljYlWDu8JNYsWErBbe/m9LzH//Xj5g7/KTirgwrNlRvuLlETrr3k4oLiVRClC3II4AfhU9ODwTWVrX/MWiYNxGRJI0ALgyXLwRejdmesjo5kUYNNC5ybXTNs1+lPDku0mPYyLScN2rVGf9Zar+0tSCb2TMED4K0MbMFwM1AfQB3fxB4HTgRmAlsAi6uzvXUxUJE6hIzG5FEsVXuflE554hXDw8HnjezS4F5wNlh8ZTWyYmcP7A7W7bv5LNZK/h4xop0XEKqIFFXAknsoD/u6i7y1XerOf3vn9GuaR4jrzqC71ZtpHFePfp1KL9fvtRe6RzF4twK9jvw86qdO842tSGLSN2yB3BZOfsNeKC8E5RTDw+JU7bKdXJl1M/N4aeDevPTQb2BYIY2kUx3+t8/A2DZ+q0ceMeulvhvbxtKvxvf5A+n7MkJAzowf/Vmpi5aywWH9Cj3fJ/NXMGenZvTvGH9cstJ+kTZBzklZmicQhGpm25w9w/LK2Bmf6ipYNJFIxFJXTZvZfAG8OYRU7h5xJTi7UMHdOTvH8xkysJ1DOzdmu6tGvH9A7oAsHbzdn74yBcc0qs1z1w+MJK4pQ4kyEXiDSsjIpKp3P35VJSpaVP+cLym8BUJ/eixL+Ju375jJ49/OheAL+cG40IP2aMdZsaH05cDQV6zedsOGjbIZcv2HeSY0aBeRgw+VidkZIIcr8Xh05kraz4QEZE0MbM2BF0eVgOPAXcCRwCzgGvdvVYOKNw4r3L/VkxNyFKHLV0Xf9SOoolIYu176zsl1tdvLWSPm94sXu/ZpjGjfj0opfFJYnorIiJSOz0N5BFM/fwlMBs4E3gNeCTCuEQkAnNWbGTzth1Rh5E1lCCLiNRO7d39d8BVQBN3v9Pdv3X3h4EW0YYmIlGIbVGW9FKCLCJSO+2A4tElSo+HtrPmw0kPdbAQqZp3py7ls5kaKjFdMrIPsohIFugVjoVsMcuE6z2jCyu12jbNY/f2TVm8djPrtlRvimORbHJZON313OEnRRxJ3aQWZBGR2ulU4C/AXTHLReunRRdWatXPzeGtXx7JoN3bAdCvQ9OIIxKp3Y6/56OoQ8gKakEWEamFKhoDua4pmurp0sN78psXv440FpHabNrS9Zz9z8+jDqPOU4IsIlILmdkkSDxFqLvvXYPh1BgN+yZSsS/nrCpefnPyYoYO6JiW62zetoP8+jlZ+XepLhYiIrXTycD3gDfD13nh6w3g9QjjEpFa5IqnxjNpwa7J0t6cvJiPZyznV89N4JMZiR/iW7J2Cxc8+gVrN2+Pu3/tpu3scdOb/O29GSmPORNUmCCbWSMzu9HMHg7X+5rZyekPLTFP2KYiIlI3uPs8d58HHOvu17n7pPD1W+C4qOOLUo/WjbhqSN+owxCpNW75365prK94ajwXPPolL3+1kPMfjT+TH8BPnhrHxzNWcNOrk+PuX7xuMwB/fVcJciKPA1uBQ8L1hcDtaYtIRERimZkdFrNyKLXk07++7Zqk7FwH9WgJBLOFlWe39k342zn70bxh/ZRdWyTTjZu3mrvempZ03+Tl67cycf4aAN7/ZhkAhTt28uRnc9m+IxhFcvXG+C3L2SKZPsi93f0HZnYugLtvsmzsjCIiEo1LgcfMrHm4vga4JLpwdslJ4b+C8wd2Z3C/drRtmlduubd/eRQQJAQissv9o+LPPj954VoGdG5evF64YycH3vFu8fr6rYXMWbGRNyYv5s9vTuPmEUFr9JOXHJTegGu5ZBLkbWbWkPBhETPrTdCiLCIiaebu44B9ihJkd19bwSEZyczo0rIRWws1la5IKp183ycAPPPjgYybt4q73p5epszguz4osy22b/Ky9VuYsmgdC1Zv5oKB3dMWa22STIJ8M8EDIl3N7D/AYcBF6QxKRCTbmdnJ7v5a0Xq8xLh0mWxSm7tYDN2zA29OWRJ1GCIlnPvw6EqVv+qZr4qXD7rjveLlQ3q1olXjPFo1bpCy2GqjChNkd3/HzMYDAwlmcLra3SOd21AdPEQkC9xpZgspfzbmPwJZmSCfvl9nJi1cyxOfzQXgrWuO5LWvF3Hf+/E/Zq5J/zh/f8yML+es0ni1Uuccc/dHtG7cgHE3Hht1KGmVMEE2s/1LbVocfu1mZt3cfXz6whIRyXpLgbsrKJM1j5f/8OBu/OGUPYvXc3KMa4/bjSc+m8vwM/Zi9w5Nyc3pXCsS5KLHdA7q2SriSETSY+XGbazeuI2WdbgVubwW5L+EX/OBAmAiQUvG3sBYdo1qISIiKebug6KOIQqJhvGsl2PUzy05eEfT/PrMHX5S8XqP1o3SGVqVPHj+AVzx1LiowxBJuf1ue4e5w09i49ZCRk5azFkHdKlTE4okHCrI3Qe7+2CCluP93b3A3Q8A9iMY6q1CZjbUzKaZ2UwzGxZnfzczG2VmX5nZ12Z2YlVvREREkmNmvzSzKWY22cyeMbN8M+tpZl+E9fVzZlblpqHfn7QHb1x9RCpDpluripPferk5FHQPhot7+rKDU3r9ZJXuGz10QIeUX+OW7/XnrWuOTPl5Rarixlcmc92LX/NFzOx+dUEyY2nu7u6TilbcfTKwR0UHmVku8ABwAtAfONfM+pcq9nvgeXffDzgH+HuygYuISOWZWWfgKqDA3QcAuQT175+Ae9y9D7CaYHi5KrnsiF7s0bFZKsIF4KlLD+aSw3pW6ph6udEMFd2gXvWue88P9qmwzKn7dmb3Dk2rdR2RVFi3ZTsvfxW0mc5YtiHiaFIrmb/kr83sETMbFL4eBr5O4riDgJnuPtvdtwHPAqeWKuNAUS3aHFiUbOAiIlJl9YCGZlYPaETwSeHRwIvh/ieB06IJrazD+7YhJye5j26j/oS3ujO97tu1ZcJ9LRoFrdOaTFZqi/mrNhUvj569snh5/ZbtrNm0LYqQUiaZBPliYApwdfiaGm6rSGdgfsz6gnBbrFuA881sAfA68It4JzKzy81srJmNTeK6IiJ1hpk1MrMbw8YJzKyvmZ1c1fO5+0LgLuA7gsR4LTAOWOPuhWGxePV1UTzF9fHa1SvjFamW6ia41U1Qo1beTIJF3xrP9JuUOuPHT+5Ky0Z+vZgZS9cDsP9t77Dvre9EFVZKVJggu/sWd7/H3U8PX/e4+5YUXf9c4Al37wKcCPzbzMrE5O4PhX2gC4L1FF1dRKT2e5xgcqaiB6MXArdX9WRm1pLg07yeQCegMTA02eNj6+O2bdtWNYyE8urlcu+5+1X7PFG1JN97zr4J97VpUr0n/uvSA1BSNyxaWzIdvOfd6Xy9YA3bd2R+olZhgmxmc8xsdulXEudeCHSNWe9C2Yf7LgWeB3D3zwlGzGiTXOgiIlmht7v/GdgO4O6bKH9s5IocA8xx9+Xuvh14mWACqBZhlwuIX1/XmFP26ZTyc772i8NLrL/9yyO5cnCfuGV3a9+kytc5tE95/8Kql+AO6dcOgPz6uWX2nV3QpVrnFkmF1yct4ZT7Py1ef/STORFGUz3JdLEoAA4MX0cA9wJPJXHcGKBv+GR0A4KHQEaUKvMdMATAzPYgSJCXJxe6iEhW2GZmDQm7nppZb4IW5ar6DhgYdt0wgjp4KjAKODMscyHwajWuUW2PXlhQpeMStVvt2ankQ4O7tW/Kr4/fvcQwcUU6t2jIeQd3S/qayTbsVqcBuE2TPP54xl6Mvn4IjfNKjtD67q+OJK9e2aRZJGq3vTaV3X//BuPmBSNc/PXd6fQYNpKvF6yJNrAkJDOTXulOZn81s3HATRUcV2hmVwJvETwl/Zi7TzGzW4Gx7j4CuBZ42Mx+SVCvXeTqXCUiEutm4E2gq5n9h6C196KqnszdvzCzF4HxQCHwFfAQMBJ41sxuD7c9Ws24q2XIHu2rdXzpXLS87gmdWzTkqiF9+O1Lk4rLlpdwtmhUnzWbthevn7JPJ16dUPEz5hXlx0//uOzQdCfu1YFT9unEXl1aUD83hw7N88uU6dNOI1pI7bW1cCff/0fJGSVPuf9TbvlefyYtXMdfzq545JYoVJggl5pRL4egRbnC4wDc/XWCh+9it90UszyVoLIXEZE43P0dMxsPDCTIsa529xXVPOfNBIl3rNkEow9lnU+HHQ2wK0EG+nVMnHTu0aEZn8c8sT/8jL2TS5AryJAP7R2/e8bQAR0rPHdR4rxP1xZMnL+mwvIiUbvlf1MBMjdBZteMehC0NswBzk5POCIiAmUaJyAYcQKgm5l1c/fxNR1Tprvs8J48kkSfyNwc46wDujCgU3Me/HAWIyYuYuieHXhzypIyZZ+85CAaNshl/24tOH2/uAN/FLNq9kEu7ZkfD6RdszwAfnJkL7q3bsRJe3XkzAc/Z9y81Sm9lki2SSZBvtTdSzyUZ2aVG7E9xUq/C1+8dnM0gYiIpE9R40Q+wSd3EwkaN/cGxrJrVIvIHdgj8di91fHaLw5na+HOlJ3v9yf3LzdBPuuALrwwbgH7dG2BmdG/UzPu+cG+dGyez4+P7BU3QT5qt2Akj5d/lroPQ1/+2aFc+Z/xZUYIKO2Q3q2Ll+vl5nDy3iUfbnzsogK273B+8m9NdS211/YdO8tMI18bJBPRi0lui8wh//d+1CGIiKSUuw9298EELcf7h0OrHQDsR4QjTJQ2444TePby9OTqAzo354Du6Um+42ndJGiNjW2Eyc0xrj9xD9qE+6rj/76/V/Hyh78ZlLDc/t1acsNJpSeeTV7RozzNG9bn+D1TP9V1rF8ft1u1Rv0QueLf4zjrwc9Yui5VIwinRsIE2cz6mdn3geZmdkbM6yKCFg0REUm/3d19UtGKu08G9ogwnhLq5+aQm+QsdzWhoue8i2aji8Lg3dsVL3dv3ZjPwr7P8RS9MfjhQd0rfZ2iBxw7tWhY6WMr68qj+9bomxipe977dhlj5q7m4D++x2czq/V4RUqV18Vid+BkoAXwvZjt64EfpzEmERHZ5Wsze4Rdw2ueB3wdYTwZIdEDcR9fNzhhtw2v5CTOqUwMj9yt5KQrHZrnxx2CLhk/G9Sb8w7uRotG1ZuYpLTcHGPHzrLfo0wYe+rUfZMbaUSi9cNHvqjy732qJWxBdvdX3f1i4GR3vzjmdZW7f1aDMYqIZLOLgSnA1eFrarhNqqBpfv0Ku0tU9DBdr7bBdNAXDEyudbdRg1zaNd11zV5xppNuWD91fTDNLOXJMcCoawel/JzJats0uS4uvx3aL+72Rg3Kf+Qq2fNL9kj4G2Nm14WzN/3QzM4tvd/dr0prZCIigrtvAe4JX1KB2MbML343hIP/+F7Kr9GqcYNKtXJNuuX44uWxvz+GRg2CMZYb1NuVFJee/KM2StQqn+4W5O6tG3HBwO7cPvKbCsv+dFBv/vTmt2W2VzTE3pgbjqHHsJFVDVHqoPL+Iot+E8fWRCCVkQkf54iIpIKZzSHOBHHu3iuCcDKI0b5Z7XhcJraPdmzrdZsmeTx2UQFj5q7mp4N6RxFapP55wQEVjrAxsFcr/nj6Xrz/7bKUX79ejlEYp8tIqo+RzJQwQXb3/4Vfn6y5cFJj0ZrNPD92PlcP6Vvu7EkiIhkgds7lfOAsoFVEsUiKHd2vPUf3q96sgTWt9EyCVXX8nh2KW+ITtd5eN7Qfvdo2SUuCfETfNoyatrxSx3x2/dF8MG05172oxwDquvJGsfifmY1I9KrJICvrp/8Zz1/fncH0pRuiDkVEpFrcfWXMa6G7/xWoHU+x1EJ7dmoG7Bqt4qqj+/DKz5Mbo7hzOOpDh+Z1uz9q77Zl+0Ano12zPI7o24Z/nHdAiiNKrKiJKycFjV0vXHEIH183mBtPDobQu+P0YNi9iw7tkfQ52jXN5+yCrtWORWq/8rpY3FVjUaTY1u07ANipvhgikuFKzaiXQ9CiXPs7rEbkxpP7c8b+XejdNhib91fH7Z70secf3J0uLRuWGI6tLqrqpAw5Zvz70oPLbK/s6B/xvPLzwzjtgU/jnDtQlfx4/I3HcszdH7Jq4zYMOLBH8MHLpYf35JLDemBmtWbEBNmlx7CRvPyzQ9m/W7TDB5bXxeLDomUzawD0I/hdnebu22ogNhER2TWjHkAhMAc4O6JYar28erlV/seak2MZ192hKvq2b8rZBV259bWplTouUaNTKtqi9u3aovonKaVV4wb88pi+3PjqlDIJtrpf1m7/+mxu5AlyhW8jzewkYBZwL3A/MNPMTkh3YKmgBmQRqQMuLZpVz92PdffLATVSRKh766p1UagtDLjk8J7F6/06NE3quLx6uWmKKDEr9TUZz/x4IK9fdUQ6wkko2SH/JDmV7RueDsl8zvIXYLC7D3L3o4DBaLghEZGa8mKS26SGfH//zlGHUCV//cG+QNW6K0SlTfH038kHfUjv1vQP+6LXVDvZzd+r+tTgUtbazdV/CLS6kunHtt7dZ8aszyaYTS8ym7YVRnl5EZG0M7N+wJ5AczM7I2ZXM4LRLKSGvXH1EZhl7sfzqegrXJPeu/YourZqBMD39unEzSOmVPlcFU3+Ul31qtivO5GfD+7NA6NmpfScmeazWStYvGYL3z+gSyTXT+YnOtbMXjezi8zsQuB/wBgzO6NUpV1jVm8q/9PFb5cE+fuE+WtqIBoRkbTYHTgZaAF8L+a1P/Dj6MLKXnt0bEa/Ds2iDqPailLFolE7ynNpTFeMRNKVdhc9aAlBf+JJtxzHcf3rfh9xgOP6d4g6hMj98OEvuPaFiXhE/WWTSZDzgaXAUcAgYDnQkKCiPjltkaXA7/47iTcnL4k6DBGRSnP3V939YuBkd7845nWVu38WdXySWTq3aFjmuZw+7YIEtLz8Y79uLdIXVCU1za/PQz8q4Iw4XVyO2q0td521T5nt1c2t6ucGbyfaNMnjZxVM5vL4xQem7Pulqa936Xn960xfWvMdFyrsYhFW0LVM8h+VfLtkHUMH6J2YiGQWM7vO3f8M/NDMzi29392viiAsyUATbjqWBvVyihuMirqIFPUUKa/HSM82FT+QWJkk9IQBHXijmg1XPxvUh5fHL6Rpfj3Wbwm6XD55yUHlHlPVXjFdWzVi9vKNDOzViuuG9iu37ODd2zF27iq++m4Nvz5uN+56e3rcckP37MCbU9R4VxnvTF3Kbu2Te5g0VZIZxaKnmd1tZi9XdqIQMxtqZtPMbKaZDUtQ5mwzm2pmU8zs6creQEXemrI01acUEakJ34RfxwLj4ryqzMxamNmLZvatmX1jZoeYWSsze8fMZoRfox1jSVKmRaMGNGpQr3jq7aKkt15O+Vnje9cexZ6dmqcsjh8UdOUf5yeeZKRzi4Yc0bdNhedpmh+07TWsX3OjaiTqd/6Xs/YpMWJGbk6QVuXkGJ8NO5ovbxhSpuX5qN3bAkGL8zF7JDfmdrewL3a2iqLbfzIP6b0CPErQ93hnsic2s1zgAeBYYAFBv+UR7j41pkxf4HrgMHdfbWYpH509qr4rIiLV4e7/C78+mYbT/w14093PDMe5bwT8DnjP3YeHDRrDgN+m4doSkcP6tOHpyw7m4F6tAfjj6XvRucVM8urnFj+7Eyu2D3B5UvXw36fDjgYSTztdpFl+MEvieQd35553p6d8iLV9ujRn4oK1SZUt/QDZT47sxbrN27n40J40bBAk8NcN7cd5A7tz2PD3ARjYqzWz/ngiuTnGy+MXJnWdU/ftxH3vz6y4YB315zen8bNBfQAYM3cVL4ydz5++v3daH5hNpg/yFne/191HufuHRa8kjjsImOnus8OJRZ4FTi1V5sfAA+6+GsDdUz7ZuvJjEclEZva/2E/tSr+qcd7mwJEEDR+4+zZ3X0NQPxcl408Cp1XvDqQ2OrRPG3LDluN2zfL5w6kDitcBDu7ZKqrQktawQS5z/u9ErhrSh7nDT+K20wYkLNuhedBqXpmxq3Nivh9N84J2xNaNGyR1bOO8etxyyp7FyXGRzi0a0r110ApsUOJ7nsgTFx9YvFw6l0k2nrrkuHs+ZOay9Zz14Oc8P3YBO3aW/KZMWrCWNeUM4vDVd6v53X8nFTeczlu5sdw3Y8m0IP/NzG4G3ga2Fm109/EVHNcZmB+zvgAoPUflbgBm9imQC9zi7m8mEVPSMm1YGxGR0F1pOm9PgoetHzezfQi6a1wNtHf3xWGZJUB2DBcgJTxw3v4U3P5uheU+vm5w3CRv7vCTmLRgLd+7/5MqxzDlD8dX+JF6si2Hx/Vvz38uO5hDwlbzZPzkyN5c8VTQi2lwv3acc1A3Tt+v+mNfF81EGBt6orto1rA+g2KmPM+vX7I9s2ebxqzcmF3zBU1fuoFj7v6oeP3Kp7/iN0N35zcvTOSQ3q15YNQsGuTmMOyEflxyeE8+m7WC/bq2LH6zcu7Do9myfScHdGtJ4c6d/PalSeVeL5kEeS/gAuBodnWx8HC9uuoBfQlGx+gCfGRme4WtGcXM7HLgcoAGHfpUqi/KTuXHIpKBYj+pC7tB9COoe6eFn8pVVT2CoeJ+4e5fmNnfCLpTxF7bzSxu7RlbH3fr1q0aYUht0bJR/eLlook5KtK1nD6xe3VpzrOXD+Sch0aX2J7s/+7GecmkJskxMw7rU3G/5lhDB3TgF0f34b73Z2IY5x6Umt/zolbg2DGZS39PZv/xRLYW7izTAn3ZEb1KPPR34aE9GDtvdUriylRvTllS/LDj+O/WALBtx05ufW0qDtz22lTO2K8z1w3tx5RFa9myPUhhr31hYlLnT+a38CygVxUq5IVA15j1LuG2WAuAL9x9OzDHzKYTJMxjYgu5+0PAQwB5Hft6ZXqcqA+yiGQyMzsJeBCYRdDg1NPMfuLub1TxlAuABe7+Rbj+IkGCvNTMOrr7YjPrCMTt8hZbHxcUFKiCrQN+dEgP/vj6txzQPXXPZe7btQUHdG/JuJgkLhP/Haeyi2txglxOC3JOjpVJjgHyYx5IHPf7Y1i2fmuZMrLLba8Fj7u9/NVCXv4quX7epSXTB3kywUD1lTUG6BuOgtEAOAco3W/uFYLWY8ysDUGXi9kVnbgynbIz8O9RRCTWX4DB7j7I3Y8CBgP3VPVk7r4EmG9mu4ebhgBTCernC8NtFwKvVj1kyST59XMZceVhJfq8VsZVR/eNe86XfnpodUOr86rykFnrJFv5pXqSaUFuAXxrZmPY1QfZ3b30A3cluHuhmV0JvEXQv/gxd59iZrcCY919RLjvODObCuwAfuPuK6t4LwkCCb5s3raD9Vu3066pZmgVkYyy3t1jH1+fDVR31PxfAP8JGy9mAxcTNJg8b2aXAvOAs6t5Dckge3dpUWK9UUwrZv1cY/uOxM1NncIZ+Yom1Ugkk2boTkdr988G9+aG/04u0Y2lqt+STGyNzzTJJMg3xywbcARBa3CF3P114PVS226KWXbgV+EraZXqYhF+Pefh0Uycv4a5w0+qzKVERKI21sxeB54nqNLOIhg28wwAd3+5sid09wlAQZxdQ6oRp9QRr/z8MDo239WY9PF1R7Ns/ZYII4pOKnP68w7uznkHlxqSLoPeNGSbZGbS+9DM9gN+SFAxzyHoD5cRNm/bAcDE+WuiDUREpGrygaXAUeH6cqAh8D2ChLnSCbJIefbt2qLEeofm+cXDpUnt0qN1I+au3BR1GHVSwgTZzHYDzg1fK4DnAHP3wTUUW0KV+ZhmybrsfNcrInWDu18cdQwi5Ul2ONVzUjQaRE04eZ+O3D9qJifs1SHu/t+ftAcFPao/ZnSTJEbsaFXOmMf59XOpl2MUljNkV26OlRkzOFbH5vksXqtcqbTyfjLfAh8DJxf1fzOzX9ZIVCIiAoCZ9SToM9yDmDrb3U+JKiaReKyc/gKx3RvfuPoIFq/dXBMhVVm/Ds3K7ZJ52RG9UnKd3w7tR5smedz9zvS4+7+9bWjc7UVdYM4q6MrwN76JWyZZ5U1a0rpxg6wbb7lIeaNYnAEsBkaZ2cNmNoRa0lumvD9CEZE65hVgLnAfwYgWRS+RWq9fh6Zltu3RsRlH99M8NBCM+XzVkLKjgBTJr59bYoi3Ii0bN2DWH0/kksN6xM2JGsUZKi6R8h7427tL86TPU9ckTJDd/RV3P4dgcPpRwDVAOzP7h5kdV0PxiYhkuy3ufq+7j3L3D4teUQclUqS8BOulnx7K59enYl4xKS03x0oME3fRoT344cFBN5Y9OzUr3l46fR5+xl4M6bdrlr7+MWUBLj28565jM2nokRSrcBxkd9/o7k+7+/cIJvv4Cvht2iMTERGAv5nZzWZ2iJntX/SKOiiRMuLkUo3z6tGxecOajyWLFOWww07ox6n7dKqw/DkHdeOSmCS4Z5vGJfbfeHL/4uUWDeuTrSo1n6O7ryaYQemh9ISTnDcmL47y8iIiNWkv4ALgaGBnuM3DdRHJckUJcmxLvmH0bNOYOSs2xj1mYK/WSZ37osN6VHkmukyXzEx6tc6iNbW7c7+ISAqdBfRy96PcfXD4UnIsIgAc0bctADmlMro/fX9vIP7IX7k5Ro/WjSo8dzbP2peRCXI294kRkawzmWBGUxGRMu47dz9G/XoQefVydw24Z+Bhk3KioeSSyaU6t2jI/648PEWRZpZKdbEQEZEa1wL41szGAFuLNmqYN6ltMr3p6qqj+7B60/ZIrv2/Kw+ncOfOigvGkV8/t7gfcVE3i9ifRd92Tfnxkb348b/Gxj3eK5i3eq8uzSucbrw8/To05dsl66t0bJSUIIuI1G43Rx2ASDb41XG7R3btvVI0nFrspC2x6eyx/csOq1eURMfLj//0/b2YtHBtTFkrdcbk/fq43bksQXJem2Vdgrxm0zZaNEo8K42ISG1Sekg3MzucYIZTDfUmkkXO2L8zo2etTKpsid4TVWja/8GB3fjBgdU7R9xYMkhGJsjV+Wav31KoBFlEMoqZ7Qf8kOCBvTnAS9FGJLJLg9wc+nVoWu6EF1J9d5+9b8WFYhp5C7q35JwDu/KzQX3KPSSZnCq2yLXH7sY9706nnNmrS4ZUtYbnyGVkgiwiUteZ2W4ELcXnAiuA5wBz98GRBiZSSk6O8eY1R0YdhsQwjHq5OQwPR7IoT2UT2F8M6csvhvSlx7CR5Zbr264JM5ZtqNzJa5GMHMWisIodxUVEMsi3BGMdn+zuh7v7fcCOiGMSkbqiEp/GV/aT+z7tmtAy/LS+Xm7Jg3993G6VO1lEMrIF+d+j50UdgohIup0BnAOMMrM3gWfJ/IECRCSNerdrAsBZBV2SPubY/u15Y/ISFlZzjonT9u3Ee98s4+PfDiavXi4bthbyxuTF9G7bpES5Cwb24K63p1frWjUhIxPk6piyaB1dW1U8OLaISJTc/RXgFTNrDJwKXAO0M7N/AP9197cjDE9EaqH2zfKZO/ykpMoWvdtu3aQBnw47utwuE5bEe/O/nrNfifWGDXL50SE9mL9qU/wL13JZkSBf/PiXxcvbdlRtnEERkSi4+0bgaeBpM2tJ8KDebwElyCJSI4q6WHzw60Fl9t155t4sWrOlZgOqAVmRII+atrx4OUPeuIiIlOHuq4GHwpeISI04pFdr3vt2GR2a55fZd1ZB1wgiSr+0PqRnZkPNbJqZzTSzYeWU+76ZuZkVpDOe4FrpvoKISO1nZrlm9pWZvRau9zSzL8L6+jkz03iYIlkgmVEs7v/h/rzzyyPJr5+b/oBqibQlyGaWCzwAnAD0B841s/5xyjUFrga+SFcsJa6nNmQREQjq3W9i1v8E3OPufYDVwKWRRCUiNcIq0WLYsEEufds3Tdm1j+7XLmXnSpd0tiAfBMx099nuvo3gCexT45S7jaBirpEOLGpBFpFsZ2ZdgJOAR8J1IxhS7sWwyJPAaZEEJyI1qqYHzjWDxy46sOKCEUtngtwZmB+zviDcVszM9ge6unu5o02b2eVmNtbMqj2Zt/JjERH+ClwHFD213BpY4+6F4XqZ+lpE6hblQ+WLbKIQM8sB7gauraisuz/k7gXuXu0+ympBFpFsZmYnA8vcfVwVjy9usFi+fHnFB4hIrbRv1xYANM2vufEajtmjPU0aZMb4EOmMciEQ+2hjl3BbkabAAOCDsB9MB2CEmZ3i7tVuKRYRkbgOA04xsxOBfKAZ8DeghZnVC1uRS9fXxdy9eBSNgoICTWsqkqFuP30AFx7ag47NG9bI9Tq3aMgjF6Z9LIaUSWcL8higb/hkdAOCGaFGFO1097Xu3sbde7h7D2A0UAPJsZqQRSR7ufv17t4lrHfPAd539/OAUcCZYbELgVcjClFEakBevVwGdG4edRi1VtoS5LAV4krgLYInpZ939ylmdquZnZKu61YkR/mxiEg8vwV+ZWYzCfokPxpxPCJSw7pFMNPwRYf2qPFrJiOtHUHc/XXg9VLbbkpQdlA6YylSmWFNRETqMnf/APggXJ5NMPqQiGShEVceRpeWNZcg//n7e9O1VSP269aC/bu35Kpnvqqxaycjsof0oqL0WERERKSkvbu0oFXj1M8PlKhd8uwDu3JI79bk18/llH06pfy61ZV9CbIyZBEREZFa6/bTBkQdghJkEREREUmPoump+7ZvkvQx5w/snq5wkpYZg9GlkPogi4iISLYxA49gYMY2TfJ4+scHs1eGjZiRdQmyiIiISLYZff0Q1mzaHsm1D+3dJpLrVkfWJchqPxYREZFs075ZPu2b5UcdRsbIugRZRERERKrnnV8eyXerNkUdRtpk3UN6IiIiIlI9fds3Zcge7WvkWnt3qfn+y1mXII+btzrqEEREREQkSfUimAY56xLkGUs3RB2CiIiIiCTpwJ6tavyaWZcgz1yuBFlERESkNrns8J5xtzfLr8dBPZQgp93MZUqQRURERGqT35/cv8T6VUf3AaBj84aRjN+cdQmyiIiIiNRux+3ZAYDcCPofQ5YmyO7O57NW4lG8JRERERGRpDXOS8+oxCOuPCzhvqxMkF8ev5BzHx7Ny+MXRh2KiIiIiITaNMkrsW4GA3uV7IPcq03jlFxr7y4tEu7LyolCiga2rssDXIuIiIhkkkcvLKB/p2YAJfodm5XsZrF3l+bMXrExrbFkZQtykb+9N4Pv3fdJ1GGIiIiIZL0he7SnY/OGJbZZNF2QszNBjv1mT1q4NrpARERERKSMFo3qA7Bv1xYpPe+b1xwBlN//GLK0i8WE+WuiDkFEREREEujaqhEjrzqcvu2altlXustFZfTr0Iy5w0+qsFxaW5DNbKiZTTOzmWY2LM7+X5nZVDP72szeM7Pu6YynyAfTltfEZUREah0z62pmo8K6d4qZXR1ub2Vm75jZjPBry6hjFZHstmen5jSoF6SqsdNN18QoZGlLkM0sF3gAOAHoD5xrZv1LFfsKKHD3vYEXgT+nK56KrNywNapLi4jUpELgWnfvDwwEfh7WzcOA99y9L/BeuC4iUiuUHt3iwkPS26aazhbkg4CZ7j7b3bcBzwKnxhZw91HuXjSUxGigSxrjSejVCQs54PZ3GTVtWRSXFxGpMe6+2N3Hh8vrgW+AzgT185NhsSeB0yIJUEQkjoIeuz7UMjOuPma3MmX27tI8ZddLZ4LcGZgfs74g3JbIpcAb8XaY2eVmNtbMxqYwvmJXPzsBgAfen5mO04uI1Epm1gPYD/gCaO/ui8NdS4D2UcUlIlJa6X7HjRrklinz0AUFKbterRjFwszOBwqAO+Ptd/eH3L3A3VN353Fs3r4jnacXEak1zKwJ8BJwjbuvi93nQQe/uJ38Yhssli/X8xwiEo38+rklHrb71bG70b5ZXjlHVE46R7FYCHSNWe8SbivBzI4BbgCOcvdIOwJPWbSu4kIiIhnOzOoTJMf/cfeXw81Lzayjuy82s45A3D5n7v4Q8BBAQUFB+p+UEREpx3OXD6RFowbs3qHsaBfVkc4W5DFAXzPraWYNgHOAEbEFzGw/4J/AKe6uDsAiImlmweeUjwLfuPvdMbtGABeGyxcCr9Z0bCIiiVx0aPyH8g7u1Trp5PiRHyXfESFtCbK7FwJXAm8RPATyvLtPMbNbzeyUsNidQBPgBTObYGYjEpxORERS4zDgAuDosN6dYGYnAsOBY81sBnBMuC4iUisc0L0Vd5+9T6WOOaJvGx664IDi9WP6J/9oRVonCnH314HXS227KWb5mHReX0RESnL3T4BEo+wPqclYREQq46jd2tKuaR6XH9mrwrKjrx9Ci0b1ya9f9mG+ZGTlTHoiIiIikllaN8njyxuSa1vt0Dy/WteqFaNY1GbzV21i/ZbtUYchIiIiIjVECXIp7s4zX37HlnDItyP+PIpT7/804qhEREREpKYoQS5l5KTFXP/yJP723ozibbNXbIwwIhERERGpSUqQS1mzaXuJryIiIiKSXZQgl7Jg9WYAnvnyu4gjEREREZEoKEEu5cEPZ0UdgoiIiIhESMO8iYiIiEid8NSlB9Mkv/rprRLkSti0rZD6uTnUz1XDu4iIiEhtc3jfNik5jxLkcixZu6XEev+b3uKQXq35fPZKGjfIZcqtQyOKTERERETSRU2h5Zgwf3Xx8gfTlgHw+eyVAGzctiOSmEREREQkvZQgl+OKp8YXL1/0+JgIIxERERGRmqIEWUREREQkhhLkali2fgvrttSOCUUKd+xk49ZC7nlnOiO/Xhx1OCIiIiIZSw/pVcNBd7yHGUy//QT+9u4MLj+qF83y60cSS58b3iixnl+/gL06N6dds/yUXmfFhq1MX7KeQ/uk5ilRERERkdpGCXI1uUPfMDm9f9RM9ujYjDP268yPj+yV8JjZyzewbcdOpi1Zz6n7dq52DK99vajMtkufHAvAYxcVcHS/9tW+xo6dzuSFazn1gU8BmDv8pGqfU0RERKQ2UoKcYt8sXscdi9dx0t4d6dSiIQDvf7uUhz6azSMXHkiTvHoc/ZcPi8s3y6/P4H7tKn0dd8fM2LJ9B1c+/VXCcpc8MZaXf3YoS9du4ZFP5vDiFYdgZgB8NmsF3Vs3ZvXGbQzo3LzEcT2GjQRgwk3Hklcvlz1uerPE/ufHzOfD6csZdkI/muXXp3mjoOV8w9ZC8upprGgRERHJXObuUcdQKXkd+3rHC/8adRgp9e1tQ7n48TH0bteYHTud71ZtYsPWHVwzpC+H9mnNlu07efKzuRy3Z3t6t21S3GLdqXk+i0qN1VyRsw7owgvjFpTZfttpA7hgYHe2bN/BPz+czT3vTq/0fXx+/dEc8n/vM6RfOx696MBKHy+SDcxsnLsXRB1HKhQUFPjYsWOjDkNEpFxFjX7xPv1OVCfXuQT5rrP24dcvTKy5gOqQHq0bMXflppSc6+PrBtO1VaOUnCvdZi5bz8oN2/hyzip+PrgPOTkWdUhShylBFhGpWVVJkNPaxcLMhgJ/A3KBR9x9eKn9ecC/gAOAlcAP3H1uda555gFdWLNpG7eP/KY6p8lKqUqOAY748ygAztivM11aNuTpL+dzdkEX9u/WkmP6J+4TPX/VpuJjK3LH6QMY0q89W7bvoGOLfD6avoIDurekVeMGAOzcGbz5M4PPZq3kqdHzOHGvjvzimcRdUv7yTsmW8/vO3Y+OzfPZvsOZs2IjefVyWLx2M2ce0JUOzfN5d+pSLvtX5RKEm07uD8C0JesZ0LkZqzZuZ92W7QzavS0tGzWgV9vGrNm0nU3bCunRujGL126hcV49muTVo0G9HLYV7gSgQT11Y5HUq6jeFhHJBmlrQTazXGA6cCywABgDnOvuU2PK/AzY292vMLNzgNPd/Qflnbd0C/KwE/ox/I1vi9fnDj8Jd2fwXR/QtVUjPp6xgo7N81lcya4IIpJYn3ZNuGBgd9Zu3k793Bx6tmlM26YNeHvKUnq1bUz93Bya5tdn364tWL5+K2s2b2PFhm10admQL+esYu/Ozdm+02mSVy9807GFhas3ccq+nfl4xnL279aSzdt3hOepR70co3Cn0zS/HvVzcnBg07ZCmuTVwz14EwQU96+HXf30Sy9HrTa3ICdTb8dSC7KIZILa1oJ8EDDT3WeHATwLnArEVrSnAreEyy8C95uZeZJZ+6RbjqNJXj3Gzl3Fu98s46S9OhJeiw9+M7i43IathTzzxXd0b92IVRu30aJRA654alx1708ka81ctoGbR0xJ+Xlv+V/cPCylGjXIZVOcqeLNoHnD+rjvSqh3upNjVpyAxybjRetFx8ZT0f5aKJl6W0SkzktngtwZmB+zvgA4OFEZdy80s7VAa2BFbCEzuxy4HKBz1+7s07UF1x2/O03DMYcfufBAvpyzigGdm8UNpElevTLDrs0dfhLbd+xk0ZrNdG3ZiFHTllG401m2fiu92zZm0ZotdGqRT882jdmwpRAzI69eDgvXbGbt5u1MXbSORg1ymb96E60a53HvezM4qEcrpi9bz5pNyU0eklcvh63hx+WVFXvsKft04idH9WLB6s1MW7Kegh4t+c/o7zhytzaMnbs67kN5sX46qDf/+GBWiW3H7NGOoQM68vyY+eTkwOjZq6oUp0hNGtKvHe99u6x4fb9uLfjquzUlypx7UDc2bSvkmS+D6mlA52ZB15Y2jXEgx4zY9+hmxo6dTlHXdAcqk+/Glneglj8hkUy9LSKSUV7+2aFs2FJYqWPS2cXiTGCou18Wrl8AHOzuV8aUmRyWWRCuzwrLrIh3TtBHeiKS2Wp5F4tk6u3iBotu3bodMG/evEhiFRFJhUR1cjqf8lkIdI1Z7xJui1vGzOoBzQke1hMRkZpXYb3t7g+5e4G7F7Rt27ZGgxMRqSnpTJDHAH3NrKeZNQDOAUaUKjMCuDBcPhN4P9n+xyIiknLJ1NsiInVe2vogh32KrwTeIhgu6DF3n2JmtwJj3X0E8CjwbzObCawiqIxFRCQCiertiMMSEalxaR0H2d1fB14vte2mmOUtwFnpjEFERJIXr94WEck2mmlARERERCSGEmQRERERkRhKkEVEREREYihBFhERERGJkbaJQtLFzNYD06KOI0JtKDXTYBbJ5nsH3X9duf/u7l4nBhBWfVxnfierKpvvP5vvHerW/cetk9M6ikWaTKuts1DVBDMbm633n833Drr/bL//Wkr1se4/K+8/m+8dsuP+1cVCRERERCSGEmQRERERkRiZmCA/FHUAEcvm+8/mewfdf7bff22U7T8T3X/2yuZ7hyy4/4x7SE9EREREJJ0ysQVZRERERCRtlCCLiIiIiMTIqATZzIaa2TQzm2lmw6KOJ1XMbK6ZTTKzCWY2NtzWyszeMbMZ4deW4XYzs3vD78HXZrZ/zHkuDMvPMLMLo7qfipjZY2a2zMwmx2xL2f2a2QHh93NmeKzV7B0mluDebzGzheHPf4KZnRiz7/rwPqaZ2fEx2+P+LZhZTzP7Itz+nJk1qLm7q5iZdTWzUWY21cymmNnV4fas+PnXJaqPVR9n+t+j6mPVx+Vy94x4AbnALKAX0ACYCPSPOq4U3dtcoE2pbX8GhoXLw4A/hcsnAm8ABgwEvgi3twJmh19bhssto763BPd7JLA/MDkd9wt8GZa18NgTor7nCu79FuDXccr2D3/P84Ce4e9/bnl/C8DzwDnh8oPAT6O+51L31BHYP1xuCkwP7zMrfv515aX6WPVxXfh7VH2s+ri8Vya1IB8EzHT32e6+DXgWODXimNLpVODJcPlJ4LSY7f/ywGighZl1BI4H3nH3Ve6+GngHGFrDMSfF3T8CVpXanJL7Dfc1c/fRHvx1/ivmXJFLcO+JnAo86+5b3X0OMJPg7yDu30L4zvxo4MXw+NjvY63g7ovdfXy4vB74BuhMlvz86xDVx7u2qz7O0L9H1ceqj8uTSQlyZ2B+zPqCcFtd4MDbZjbOzC4Pt7V398Xh8hKgfbic6PuQ6d+fVN1v53C59Pba7srwI6vHij7OovL33hpY4+6FpbbXSmbWA9gP+AL9/DNNptc35VF9rL9H1cfZ/fMHMitBrssOd/f9gROAn5vZkbE7w3deWTMeX7bdL/APoDewL7AY+Euk0dQAM2sCvARc4+7rYvdl4c9fahfVxzGy7X5Rfaz6OJRJCfJCoGvMepdwW8Zz94Xh12XAfwk+slkafjxB+HVZWDzR9yHTvz+put+F4XLp7bWWuy919x3uvhN4mODnD5W/95UEH3nVK7W9VjGz+gSV8X/c/eVwc9b+/DNUptc3Cak+BrL471H1MZDFP/9YmZQgjwH6hk+FNgDOAUZEHFO1mVljM2tatAwcB0wmuLeiJ0EvBF4Nl0cAPwqfJh0IrA0/CnkLOM7MWoYfCR0XbssUKbnfcN86MxsY9gH7Ucy5aqWiiih0OsHPH4J7P8fM8sysJ9CX4IGHuH8L4Tv9UcCZ4fGx38daIfyZPAp84+53x+zK2p9/hlJ9HFB9XMf+HlUfA1n88y/Ba8GTgsm+CJ6gnE7wxOgNUceTonvqRfDU60RgStF9EfRfeg+YAbwLtAq3G/BA+D2YBBTEnOsSggcHZgIXR31v5dzzMwQfXW0n6JN0aSrvFyggqNRmAfcTzhhZG14J7v3f4b19TVABdYwpf0N4H9OIefo30d9C+Pv0Zfg9eQHIi/qeS93/4QQf130NTAhfJ2bLz78uvVQfqz7O9L9H1ceqj8t7aappEREREZEYmdTFQkREREQk7ZQgi4iIiIjEUIIsIiIiIhJDCbKIiIiISAwlyCIiIiIiMZQgS6TMbIeZTYh59Yg6plQws4vMbLmZPRKuDzKz10qVecLMzox/BjCzO81siZn9Ot3xioioPlZ9LLvUq7iISFptdvd94+0IBxY3D2Y0ykTPufuVVT3Y3X9jZhtTGZCISDlUHyeg+jj7qAVZahUz62Fm08zsXwSDi3c1s9+Y2Rgz+9rM/hBT9gYzm25mn5jZM0Xv7M3sAzMrCJfbmNnccDk3bAUoOtdPwu2DwmNeNLNvzew/4T8DzOxAM/vMzCaa2Zdm1tTMPjKzfWPi+MTM9qnGPRfEtNhMMjMNTi4ikVN9rPo4m6kFWaLW0MwmhMtzgF8STOF5obuPNrPjwvWDCGbxGWFmRwIbCab03Jfg93g8MK6Ca11KMDXmgWaWB3xqZm+H+/YD9gQWAZ8Ch5nZl8BzwA/cfYyZNQM2E0zNeRFwjZntBuS7+8Qk7vWImHsF6Aa85u5jw/vAzO4E3kziXCIiqab6WPWxhJQgS9RKfKQX9nmb5+6jw03Hha+vwvUmBBV0U+C/7r4pPG5EEtc6Dtg7pp9Z8/Bc24Av3X1BeK4JQA9gLbDY3ccAuPu6cP8LwI1m9huC6TWfSPJeP3b3k2PutcRxZvYDYP8wThGRmqb6eNe66uMspwRZaqPYfl4G/J+7/zO2gJldU87xhezqPpRf6ly/cPe3Sp1rELA1ZtMOyvnbcPdNZvYOcCpwNnBAObEkxcwGALcAR7r7juqeT0QkRVQfS1ZSH2Sp7d4CLjGzJgBm1tnM2gEfAaeZWUMzawp8L+aYueyqJM8sda6fmln98Fy7mVnjcq49DehoZgeG5ZuaWVFF/QhwLzDG3VdX5wbNrAXwDPAjd19enXOJiKSR6mPJGmpBllrN3d82sz2Az8PnNDYA57v7eDN7DpgILAPGxBx2F/C8mV0OjIzZ/gjBR3Xjw4c+lgOnlXPtbeHHbPeZWUOC/m7HABvcfZyZrQMeT8Ftngp0Bx4O75FET5KLiERF9bFkE3PXA5qS+czsFoKK8q4aul4n4AOgX7xhj8zsIqCgOsMKhee5hRq8LxGR6lJ9LHWBuliIVJKZ/Qj4ArihnDFBNwMnWDgwfRWvcydwPiX7AIqISEj1saSLWpBFRERERGKoBVlEREREJIYSZBERERGRGEqQRURERERiKEEWEREREYmhBFlEREREJMb/Awkv2SZ1oXa0AAAAAElFTkSuQmCC\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# 音声ファイルの読み込み\n", "sr, x = wavfile.read(ttslearn.util.example_audio_file())\n", "# 振幅スペクトル\n", "X = np.abs(np.fft.rfft(x))\n", "# 対数振幅スペクトル\n", "logX = 20*np.log10(X)\n", "\n", "fig, ax = plt.subplots(1, 2, figsize=(10, 4), sharex=True)\n", "freq = np.arange(len(X)) / 2 / len(X) * sr\n", "ax[0].plot(freq, X)\n", "ax[0].set_title(\"Amplitude spectrum\")\n", "ax[0].set_xlim(0, sr // 2)\n", "ax[0].set_xlabel(\"Frequency [Hz]\")\n", "ax[0].set_ylabel(\"Amplitude\")\n", "\n", "ax[1].plot(freq, logX)\n", "ax[1].set_title(\"Log amplitude spectrum\")\n", "ax[1].set_xlabel(\"Frequency [Hz]\")\n", "ax[1].set_ylabel(\"Amplitude [dB]\")\n", "plt.tight_layout()\n", "\n", "# 図4-3\n", "savefig(\"fig/pyssp_rfftplot\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 4.5 音声の短時間フーリエ変換とその逆変換" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 窓関数" ] }, { "cell_type": "code", "execution_count": 35, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "N = 1024\n", "n = np.arange(N)\n", "w = 0.5 - 0.5 * np.cos(2*np.pi * n / N)\n", "\n", "fig, ax = plt.subplots(figsize=(6,4))\n", "ax.plot(w)\n", "ax.set_xlim(0, N)\n", "ax.set_xlabel(\"Time [sample]\")\n", "ax.set_ylabel(\"Amplitude\")\n", "plt.tight_layout()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 短時間フーリエ変換の実装" ] }, { "cell_type": "code", "execution_count": 36, "metadata": {}, "outputs": [], "source": [ "def hanning(N):\n", " n = np.arange(N)\n", " w = 0.5 - 0.5 * np.cos(2*np.pi * n / N)\n", " return w\n", "\n", "def stft(x, N, S):\n", " # 窓関数(簡単のため、窓幅とフレーム長 N は同じとします)\n", " w = hanning(N)\n", " # 短時間フーリエ変換のフレーム数\n", " M = (len(x) - N) // S + 1\n", " # 短時間フーリエ変換の結果格納用の 2 次元配列\n", " X = np.zeros((M, N//2 + 1), dtype=complex)\n", " # 音声をずらして切り出し、フーリエ変換\n", " for m in range(M):\n", " x_m = w * x[m*S:m*S+N]\n", " X[m, :] = np.fft.rfft(x_m)\n", " return X" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 短時間フーリエ変換の結果の可視化" ] }, { "cell_type": "code", "execution_count": 37, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# 音声ファイルの読み込み\n", "sr, x = wavfile.read(ttslearn.util.example_audio_file())\n", "\n", "# 5 ミリ秒のフレームシフトを考えます\n", "frame_shift = int(sr * 0.005)\n", "n_fft = 2048\n", "# スペクトログラム\n", "X = stft(x.astype(np.float32), n_fft, frame_shift)\n", "# 対数振幅に変換\n", "logX = librosa.amplitude_to_db(np.abs(X), ref=np.max)\n", "\n", "fig, ax = plt.subplots(1, 1, figsize=(8,4), sharex=True)\n", "img = librosa.display.specshow(logX.T, hop_length=frame_shift, sr=sr, cmap=cmap, x_axis=\"time\", y_axis=\"hz\", ax=ax)\n", "fig.colorbar(img, ax=ax, format=\"%+2.f dB\")\n", "# 音声のパワーは低域に集中するため、8000 Hz までを表示する\n", "ax.set_ylim(0, 8000)\n", "\n", "ax.set_xlabel(\"Time [sec]\")\n", "ax.set_ylabel(\"Frequency [Hz]\")\n", "plt.tight_layout()\n", "\n", "# 図4-5\n", "savefig(\"fig/pyssp_stft_example\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### librosa.stft を用いた短時間フーリエ変換\n", "\n", "librosa.stftは、STFTを実行する前にデフォルトで信号の冒頭と末尾にパディング処理を行います。前述のSTFT実装はこの処理をサポートしていないため、同等のSTFTの結果を得るためには、center=Falseとしてパディング処理を行わないように設定します。" ] }, { "cell_type": "code", "execution_count": 38, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "import librosa\n", "\n", "# n_fft: 2048, frame_shift: 240\n", "X = librosa.stft(x.astype(np.float32), n_fft=n_fft, win_length=n_fft, hop_length=frame_shift, window=\"hann\", center=False).T\n", "# 対数振幅に変換\n", "logX = librosa.amplitude_to_db(np.abs(X), ref=np.max)\n", "\n", "fig, ax = plt.subplots(1, 1, figsize=(8,4), sharex=True)\n", "img = librosa.display.specshow(logX.T, hop_length=frame_shift, sr=sr, cmap=cmap, x_axis=\"time\", y_axis=\"hz\", ax=ax)\n", "fig.colorbar(img, ax=ax, format=\"%+2.f dB\")\n", "# 音声のパワーは低域に集中するため、8000 Hz までを表示する\n", "ax.set_ylim(0, 8000)\n", "\n", "ax.set_xlabel(\"Time [sec]\")\n", "ax.set_ylabel(\"Frequency [Hz]\")\n", "plt.tight_layout()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 時間解像度と周波数解像度のトレードオフ" ] }, { "cell_type": "code", "execution_count": 39, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "def next_power_of_2(x):\n", " return 1 if x == 0 else 2**(x - 1).bit_length()\n", "\n", "fig, ax = plt.subplots(1, 3, figsize=(10,5), sharex=True, sharey=True)\n", "\n", "for idx, win_length_ms in enumerate([0.05, 0.02, 0.01]):\n", " win_length = int(sr * win_length_ms)\n", " frame_shift = win_length // 4\n", " n_fft = next_power_of_2(win_length)\n", " \n", " X = librosa.stft(x.astype(np.float32), n_fft=n_fft, win_length=n_fft, hop_length=frame_shift).T\n", " logX = librosa.amplitude_to_db(np.abs(X), ref=np.max)\n", " mesh = librosa.display.specshow(\n", " logX.T, hop_length=frame_shift, sr=sr, cmap=cmap, x_axis=\"time\", y_axis=\"hz\", ax=ax[idx])\n", " fig.colorbar(mesh, ax=ax[idx], format=\"%+2.f dB\")\n", " ax[idx].set_title(f\"win_length: {win_length}\")\n", " mesh.set_clim(-80, 0)\n", " ax[idx].set_xlim(1.0, 1.5)\n", " ax[idx].set_xticks([1.0, 1.25, 1.5])\n", " # あとでラベルを付け直すので、ここでは消しておく\n", " ax[idx].set_ylabel(\"\")\n", "\n", "ax[0].set_ylabel(\"Frequency [Hz]\")\n", "for a in ax:\n", " a.set_xlabel(\"Time [sec]\")\n", " a.set_ylim(0, 8000)\n", " a.xaxis.set_major_formatter(FormatStrFormatter('%.1f'))\n", "plt.tight_layout()\n", "\n", "# 図4-6\n", "savefig(\"fig/pyssp_stft_tradeoff\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 逆短時間フーリエ変換による音声の復元" ] }, { "cell_type": "code", "execution_count": 40, "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n", " \n", " " ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "\n", " \n", " " ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# 音声ファイルの読み込み\n", "sr, x = wavfile.read(ttslearn.util.example_audio_file())\n", "# 5 ミリ秒のフレームシフトを考えます\n", "frame_shift = int(sr * 0.005)\n", "n_fft = 2048\n", "\n", "# STFT\n", "X = librosa.stft(x.astype(np.float32), n_fft=n_fft, win_length=n_fft, hop_length=frame_shift, window=\"hann\")\n", "# ISTFT\n", "x_hat = librosa.istft(X, win_length=n_fft, hop_length=frame_shift, window=\"hann\")\n", "\n", "IPython.display.display(Audio(x.astype(np.float32), rate=sr))\n", "IPython.display.display(Audio(x_hat.astype(np.float32), rate=sr))\n", "\n", "fig, ax = plt.subplots(2, 1, figsize=(8,4), sharey=True)\n", "ax[0].set_title(\"Original speech\")\n", "ax[1].set_title(\"Reconstructed speech by ISTFT\")\n", "librosa.display.waveplot(x.astype(np.float32), sr, ax=ax[0])\n", "librosa.display.waveplot(x_hat.astype(np.float32), sr, ax=ax[1])\n", "\n", "for a in ax:\n", " a.set_xlabel(\"Time [sec]\")\n", " a.set_ylabel(\"Amplitude\")\n", "plt.tight_layout()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 4.6 メルスペクトログラム" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### メルフィルタバンク" ] }, { "cell_type": "code", "execution_count": 41, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "sr = 16000\n", "n_fft = 2048\n", "n_mels = 8\n", "\n", "# 音声ファイルの読み込み\n", "sr, x = wavfile.read(ttslearn.util.example_audio_file())\n", "x = x.astype(np.float32)\n", "x = librosa.resample(x, sr, 16000)\n", "sr = 16000\n", "\n", "# 5 ミリ秒のフレームシフトを考えます\n", "frame_shift = int(sr * 0.005)\n", "# STFT\n", "X = librosa.stft(x, n_fft=n_fft, win_length=n_fft, hop_length=frame_shift, window=\"hann\")\n", "# 1 フレームを切り出す\n", "X_m = np.abs(X[:, 280])\n", "\n", "# メルフィルタバンク: n_mels 個のフィルタから構成されます\n", "melfb = librosa.filters.mel(sr, n_fft, n_mels=n_mels, norm=None)\n", "freq = librosa.fft_frequencies(sr, n_fft)\n", "\n", "# メルフィルタバンクを表示\n", "fig, ax = plt.subplots(n_mels+1, 2, figsize=(8,10), sharex=True)\n", "ax[0][0].plot(freq, np.ones_like(freq))\n", "ax[0][0].set_title(\"All pass filter\")\n", "ax[0][0].set_ylim(0,1.1)\n", "ax[0][1].plot(freq, X_m)\n", "ax[0][1].set_title(\"Input amplitude spectrum\")\n", "for idx, fb in enumerate(melfb):\n", " ax[idx+1][0].plot(freq, fb)\n", " ax[idx+1][0].set_title(f\"Filter {idx+1}\")\n", " ax[idx+1][1].plot(freq, fb * X_m)\n", " ax[idx+1][1].set_title(f\"Filtered amplitude {idx+1}\")\n", "\n", "for a,b in ax:\n", " a.set_xlabel(\"Frequency [Hz]\")\n", " b.set_xlabel(\"Frequency [Hz]\")\n", " a.set_ylabel(\"Amplitude\")\n", "plt.tight_layout()\n", "\n", "# 図4-7\n", "savefig(\"fig/pyssp_melfb\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### メルスペクトログラムの計算" ] }, { "cell_type": "code", "execution_count": 42, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# 音声ファイルの読み込み\n", "sr, x = wavfile.read(ttslearn.util.example_audio_file())\n", "# 5 ミリ秒のフレームシフトを考えます\n", "frame_shift = int(sr * 0.005)\n", "n_fft = 2048\n", "\n", "# スペクトログラム\n", "X = librosa.stft(x.astype(np.float32), n_fft=n_fft, hop_length=frame_shift)\n", "\n", "# 80 次元のメルスペクトログラム\n", "n_mels = 80\n", "melfb = librosa.filters.mel(sr, n_fft, n_mels=n_mels)\n", "melspec = librosa.amplitude_to_db(np.dot(melfb, np.abs(X)), ref=np.max)\n", "\n", "# 比較用の対数振幅スペクトログラム\n", "logX = librosa.amplitude_to_db(np.abs(X), ref=np.max)\n", "\n", "fig, ax = plt.subplots(2, 1, figsize=(8,6))\n", "ax[0].set_title(\"Spectrogram\")\n", "ax[1].set_title(\"80-dim Mel-spectrogram\")\n", "mesh = librosa.display.specshow(logX, hop_length=frame_shift, sr=sr, cmap=cmap, x_axis=\"time\", y_axis=\"hz\", ax=ax[0])\n", "fig.colorbar(mesh, ax=ax[0], format=\"%+2.f dB\")\n", "mesh.set_clim(-80, 0)\n", "mesh = librosa.display.specshow(melspec, hop_length=frame_shift, sr=sr, cmap=cmap, x_axis=\"time\", y_axis=\"mel\",ax=ax[1])\n", "fig.colorbar(mesh, ax=ax[1], format=\"%+2.f dB\")\n", "mesh.set_clim(-80, 0)\n", "\n", "for a in ax:\n", " a.set_ylim(0, 8000)\n", " a.set_xlabel(\"Time [sec]\")\n", " a.set_ylabel(\"Frequency [Hz]\")\n", "plt.tight_layout()\n", "\n", "# 図4-8\n", "savefig(\"fig/pyssp_melspectrogram\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 4.6 Griffin-Lim のアルゴリズムに基づく位相復元" ] }, { "cell_type": "code", "execution_count": 43, "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n", " \n", " " ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "\n", " \n", " " ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "\n", " \n", " " ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# 音声ファイルの読み込み\n", "sr, x = wavfile.read(ttslearn.util.example_audio_file())\n", "# 5 ミリ秒のフレームシフトを考えます\n", "frame_shift = int(sr * 0.005)\n", "n_fft = 2048\n", "\n", "# 振幅スペクトログラム\n", "X = np.abs(librosa.stft(x.astype(np.float32), n_fft=n_fft, hop_length=frame_shift))\n", "\n", "y1 = librosa.griffinlim(X, hop_length=frame_shift, n_iter=1)\n", "y2 = librosa.griffinlim(X, hop_length=frame_shift, n_iter=100)\n", "\n", "# オーディオプレイヤーの表示\n", "IPython.display.display(Audio(y1, rate=sr))\n", "IPython.display.display(Audio(y2, rate=sr))\n", "IPython.display.display(Audio(x, rate=sr))\n", "\n", "fig, ax = plt.subplots(3, 1, figsize=(8,6), sharey=True)\n", "ax[0].set_title(\"Griffin-Lim # of iteration: 1\")\n", "ax[1].set_title(\"Griffin-Lim # of iteration: 100\")\n", "ax[2].set_title(\"Natural speech\")\n", "librosa.display.waveplot(y1, sr=sr, ax=ax[0])\n", "librosa.display.waveplot(y2, sr=sr, ax=ax[1])\n", "librosa.display.waveplot(x.astype(np.float32), sr=sr, ax=ax[2])\n", "\n", "for a in ax:\n", " a.set_xlabel(\"Time [sec]\")\n", " a.set_ylabel(\"Amplitude\")\n", "plt.tight_layout()\n", "\n", "# 図4-9\n", "savefig(\"fig/pyssp_griffin_lim\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 瞬時周波数の可視化 (bonus)\n", "\n", "Griffin-Limのアルゴリズムは、位相復元手法です。合成音声と自然音声の瞬時位相(位相の時間微分)を比較することで、位相復元が期待通り行われているかを視覚的に確認できます。" ] }, { "cell_type": "code", "execution_count": 44, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "n_fft = 1024\n", "hop_length = n_fft // 4\n", "fig, ax = plt.subplots(1, 3, figsize=(10,5), sharex=True)\n", "\n", "C = librosa.stft(y1, n_fft=n_fft, hop_length=hop_length)\n", "ifreq = np.angle(C[:, 1:] * np.conjugate(C[:, :-1]))\n", "mesh = librosa.display.specshow(ifreq, cmap=cmap, ax=ax[0], x_axis=\"time\", y_axis=\"hz\", sr=sr, hop_length=hop_length)\n", "fig.colorbar(mesh, ax=ax[0])\n", "ax[0].set_title(\"GL # of iteration: 1\")\n", "\n", "C = librosa.stft(y2, n_fft=n_fft, hop_length=hop_length)\n", "ifreq = np.angle(C[:, 1:] * np.conjugate(C[:, :-1]))\n", "mesh = librosa.display.specshow(ifreq, cmap=cmap, ax=ax[1], x_axis=\"time\", y_axis=\"hz\", sr=sr, hop_length=hop_length)\n", "fig.colorbar(mesh, ax=ax[1])\n", "ax[1].set_title(\"GL # of iteration: 100\")\n", "\n", "C = librosa.stft(x.astype(np.float32), n_fft=n_fft, hop_length=hop_length)\n", "ifreq = np.angle(C[:, 1:] * np.conjugate(C[:, :-1]))\n", "mesh = librosa.display.specshow(ifreq, cmap=cmap, ax=ax[2], x_axis=\"time\", y_axis=\"hz\", sr=sr, hop_length=hop_length)\n", "fig.colorbar(mesh, ax=ax[2])\n", "ax[2].set_title(\"Natural speech\")\n", "\n", "for a in ax:\n", " # あとでラベルを付け直すので、ここでは消しておく\n", " a.set_ylabel(\"\")\n", "\n", "ax[0].set_ylabel(\"Frequency [Hz]\")\n", "for a in ax:\n", " a.set_xlim(1.5, 3.0)\n", " a.set_ylim(0, 4000)\n", " a.set_xlabel(\"Time [sec]\")\n", " a.set_xticks([1.5, 2.0, 2.5, 3.0])\n", " \n", "plt.tight_layout()" ] } ], "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": "3.8.6" } }, "nbformat": 4, "nbformat_minor": 4 }