{ "cells": [ { "cell_type": "markdown", "id": "eleven-height", "metadata": {}, "source": [ "# 第5章 深層学習に基づく統計的パラメトリック音声合成\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/ch05_DNNTTS.ipynb)" ] }, { "cell_type": "markdown", "id": "amended-headquarters", "metadata": { "tags": [] }, "source": [ "## 準備" ] }, { "cell_type": "markdown", "id": "honey-christmas", "metadata": {}, "source": [ "### Python version" ] }, { "cell_type": "code", "execution_count": 1, "id": "asian-sword", "metadata": { "execution": { "iopub.execute_input": "2021-08-21T07:40:39.308770Z", "iopub.status.busy": "2021-08-21T07:40:39.308478Z", "iopub.status.idle": "2021-08-21T07:40:39.417426Z", "shell.execute_reply": "2021-08-21T07:40:39.417060Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Python 3.8.6 | packaged by conda-forge | (default, Dec 26 2020, 05:05:16) \r\n", "[GCC 9.3.0]\r\n" ] } ], "source": [ "!python -VV" ] }, { "cell_type": "markdown", "id": "compressed-remains", "metadata": {}, "source": [ "### ttslearn のインストール" ] }, { "cell_type": "code", "execution_count": 2, "id": "urban-alpha", "metadata": { "execution": { "iopub.execute_input": "2021-08-21T07:40:39.420976Z", "iopub.status.busy": "2021-08-21T07:40:39.420526Z", "iopub.status.idle": "2021-08-21T07:40:39.863362Z", "shell.execute_reply": "2021-08-21T07:40:39.863026Z" } }, "outputs": [], "source": [ "%%capture\n", "try:\n", " import ttslearn\n", "except ImportError:\n", " !pip install ttslearn" ] }, { "cell_type": "code", "execution_count": 3, "id": "orange-click", "metadata": { "execution": { "iopub.execute_input": "2021-08-21T07:40:39.868431Z", "iopub.status.busy": "2021-08-21T07:40:39.868105Z", "iopub.status.idle": "2021-08-21T07:40:39.870180Z", "shell.execute_reply": "2021-08-21T07:40:39.869883Z" } }, "outputs": [ { "data": { "text/plain": [ "'0.2.1'" ] }, "execution_count": 1, "metadata": {}, "output_type": "execute_result" } ], "source": [ "import ttslearn\n", "ttslearn.__version__" ] }, { "cell_type": "markdown", "id": "fundamental-package", "metadata": {}, "source": [ "### パッケージのインポート" ] }, { "cell_type": "code", "execution_count": 4, "id": "clinical-bathroom", "metadata": { "execution": { "iopub.execute_input": "2021-08-21T07:40:39.873827Z", "iopub.status.busy": "2021-08-21T07:40:39.873363Z", "iopub.status.idle": "2021-08-21T07:40:40.502764Z", "shell.execute_reply": "2021-08-21T07:40:40.502453Z" } }, "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\n", "import numpy as np\n", "import torch\n", "import librosa\n", "import librosa.display" ] }, { "cell_type": "code", "execution_count": 5, "id": "quick-donna", "metadata": { "execution": { "iopub.execute_input": "2021-08-21T07:40:40.505245Z", "iopub.status.busy": "2021-08-21T07:40:40.504798Z", "iopub.status.idle": "2021-08-21T07:40:40.513304Z", "shell.execute_reply": "2021-08-21T07:40:40.513604Z" } }, "outputs": [], "source": [ "# シードの固定\n", "from ttslearn.util import init_seed\n", "init_seed(1234)" ] }, { "cell_type": "markdown", "id": "anticipated-softball", "metadata": {}, "source": [ "### 描画周りの設定" ] }, { "cell_type": "code", "execution_count": 6, "id": "extended-outreach", "metadata": { "execution": { "iopub.execute_input": "2021-08-21T07:40:40.516147Z", "iopub.status.busy": "2021-08-21T07:40:40.515860Z", "iopub.status.idle": "2021-08-21T07:40:40.517039Z", "shell.execute_reply": "2021-08-21T07:40:40.517316Z" } }, "outputs": [], "source": [ "from ttslearn.notebook import get_cmap, init_plot_style, savefig\n", "cmap = get_cmap()\n", "init_plot_style()" ] }, { "cell_type": "markdown", "id": "conservative-share", "metadata": {}, "source": [ "## 5.3 フルコンテキストラベルとは?" ] }, { "cell_type": "markdown", "id": "small-induction", "metadata": {}, "source": [ "### モノフォンラベル" ] }, { "cell_type": "code", "execution_count": 7, "id": "southern-worse", "metadata": { "execution": { "iopub.execute_input": "2021-08-21T07:40:40.519778Z", "iopub.status.busy": "2021-08-21T07:40:40.519342Z", "iopub.status.idle": "2021-08-21T07:40:40.523617Z", "shell.execute_reply": "2021-08-21T07:40:40.523325Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "0 3125000 sil\n", "3125000 3525000 m\n", "3525000 4325000 i\n", "4325000 5225000 z\n", "5225000 5525000 u\n", "5525000 6525000 o\n" ] } ], "source": [ "from nnmnkwii.io import hts\n", "import ttslearn\n", "from os.path import basename\n", "\n", "labels = hts.load(ttslearn.util.example_label_file(mono=True))\n", "print(labels[:6])" ] }, { "cell_type": "code", "execution_count": 8, "id": "missing-bumper", "metadata": { "execution": { "iopub.execute_input": "2021-08-21T07:40:40.526172Z", "iopub.status.busy": "2021-08-21T07:40:40.525816Z", "iopub.status.idle": "2021-08-21T07:40:40.528172Z", "shell.execute_reply": "2021-08-21T07:40:40.527878Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "0.0 0.3125 sil\n", "0.3125 0.3525 m\n", "0.3525 0.4325 i\n", "0.4325 0.5225 z\n", "0.5225 0.5525 u\n", "0.5525 0.6525 o\n" ] } ], "source": [ "# 秒単位に変換\n", "# NOTE: 100ナノ秒単位: 100 * 1e-9 = 1e-7\n", "for s,e,l in labels[:6]:\n", " print(s*1e-7, e*1e-7, l)" ] }, { "cell_type": "markdown", "id": "incorrect-triumph", "metadata": {}, "source": [ "### フルコンテキストラベル" ] }, { "cell_type": "code", "execution_count": 9, "id": "light-process", "metadata": { "execution": { "iopub.execute_input": "2021-08-21T07:40:40.530487Z", "iopub.status.busy": "2021-08-21T07:40:40.530093Z", "iopub.status.idle": "2021-08-21T07:40:40.532834Z", "shell.execute_reply": "2021-08-21T07:40:40.532529Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "0 3125000 xx^xx-sil+m=i/A:xx+xx+xx/B:xx-xx_xx/C:xx_xx+xx/D:02+xx_xx/E:xx_xx!xx_xx-xx/F:xx_xx#xx_xx@xx_xx|xx_xx/G:3_3%0_xx_xx/H:xx_xx/I:xx-xx@xx+xx&xx-xx|xx+xx/J:5_23/K:1+5-23\n", "3125000 3525000 xx^sil-m+i=z/A:-2+1+3/B:xx-xx_xx/C:02_xx+xx/D:13+xx_xx/E:xx_xx!xx_xx-xx/F:3_3#0_xx@1_5|1_23/G:7_2%0_xx_1/H:xx_xx/I:5-23@1+1&1-5|1+23/J:xx_xx/K:1+5-23\n", "3525000 4325000 sil^m-i+z=u/A:-2+1+3/B:xx-xx_xx/C:02_xx+xx/D:13+xx_xx/E:xx_xx!xx_xx-xx/F:3_3#0_xx@1_5|1_23/G:7_2%0_xx_1/H:xx_xx/I:5-23@1+1&1-5|1+23/J:xx_xx/K:1+5-23\n", "4325000 5225000 m^i-z+u=o/A:-1+2+2/B:xx-xx_xx/C:02_xx+xx/D:13+xx_xx/E:xx_xx!xx_xx-xx/F:3_3#0_xx@1_5|1_23/G:7_2%0_xx_1/H:xx_xx/I:5-23@1+1&1-5|1+23/J:xx_xx/K:1+5-23\n", "5225000 5525000 i^z-u+o=m/A:-1+2+2/B:xx-xx_xx/C:02_xx+xx/D:13+xx_xx/E:xx_xx!xx_xx-xx/F:3_3#0_xx@1_5|1_23/G:7_2%0_xx_1/H:xx_xx/I:5-23@1+1&1-5|1+23/J:xx_xx/K:1+5-23\n", "5525000 6525000 z^u-o+m=a/A:0+3+1/B:02-xx_xx/C:13_xx+xx/D:18+xx_xx/E:xx_xx!xx_xx-xx/F:3_3#0_xx@1_5|1_23/G:7_2%0_xx_1/H:xx_xx/I:5-23@1+1&1-5|1+23/J:xx_xx/K:1+5-23\n" ] } ], "source": [ "labels = hts.load(ttslearn.util.example_label_file(mono=False))\n", "for start_time, end_time, context in labels[:6]:\n", " print(f\"{start_time} {end_time} {context}\")" ] }, { "cell_type": "markdown", "id": "sonic-seller", "metadata": {}, "source": [ "## 5.4 言語特徴量の抽出" ] }, { "cell_type": "markdown", "id": "desirable-limit", "metadata": {}, "source": [ "### Open JTalk による言語特徴量の抽出" ] }, { "cell_type": "code", "execution_count": 10, "id": "lonely-charger", "metadata": { "execution": { "iopub.execute_input": "2021-08-21T07:40:40.535130Z", "iopub.status.busy": "2021-08-21T07:40:40.534695Z", "iopub.status.idle": "2021-08-21T07:40:40.547868Z", "shell.execute_reply": "2021-08-21T07:40:40.547572Z" } }, "outputs": [ { "data": { "text/plain": [ "'キョーモイイテンキデスネ'" ] }, "execution_count": 1, "metadata": {}, "output_type": "execute_result" } ], "source": [ "import pyopenjtalk\n", "\n", "pyopenjtalk.g2p(\"今日もいい天気ですね\", kana=True)" ] }, { "cell_type": "code", "execution_count": 11, "id": "recognized-tamil", "metadata": { "execution": { "iopub.execute_input": "2021-08-21T07:40:40.550119Z", "iopub.status.busy": "2021-08-21T07:40:40.549826Z", "iopub.status.idle": "2021-08-21T07:40:40.552036Z", "shell.execute_reply": "2021-08-21T07:40:40.551740Z" } }, "outputs": [ { "data": { "text/plain": [ "'ky o o m o i i t e N k i d e s U n e'" ] }, "execution_count": 1, "metadata": {}, "output_type": "execute_result" } ], "source": [ "pyopenjtalk.g2p(\"今日もいい天気ですね\", kana=False)" ] }, { "cell_type": "code", "execution_count": 12, "id": "verified-major", "metadata": { "execution": { "iopub.execute_input": "2021-08-21T07:40:40.554297Z", "iopub.status.busy": "2021-08-21T07:40:40.554009Z", "iopub.status.idle": "2021-08-21T07:40:40.555993Z", "shell.execute_reply": "2021-08-21T07:40:40.555697Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "xx^xx-sil+ky=o/A:xx+xx+xx/B:xx-xx_xx/C:xx_xx+xx/D:xx+xx_xx/E:xx_xx!xx_xx-xx/F:xx_xx#xx_xx@xx_xx|xx_xx/G:2_1%0_xx_xx/H:xx_xx/I:xx-xx@xx+xx&xx-xx|xx+xx/J:1_2/K:1+1-2\n", "xx^sil-ky+o=o/A:0+1+2/B:xx-xx_xx/C:02_xx+xx/D:xx+xx_xx/E:xx_xx!xx_xx-xx/F:2_1#0_xx@1_1|1_2/G:xx_xx%xx_xx_xx/H:xx_xx/I:1-2@1+1&1-1|1+2/J:xx_xx/K:1+1-2\n", "sil^ky-o+o=sil/A:0+1+2/B:xx-xx_xx/C:02_xx+xx/D:xx+xx_xx/E:xx_xx!xx_xx-xx/F:2_1#0_xx@1_1|1_2/G:xx_xx%xx_xx_xx/H:xx_xx/I:1-2@1+1&1-1|1+2/J:xx_xx/K:1+1-2\n", "ky^o-o+sil=xx/A:1+2+1/B:xx-xx_xx/C:02_xx+xx/D:xx+xx_xx/E:xx_xx!xx_xx-xx/F:2_1#0_xx@1_1|1_2/G:xx_xx%xx_xx_xx/H:xx_xx/I:1-2@1+1&1-1|1+2/J:xx_xx/K:1+1-2\n", "o^o-sil+xx=xx/A:xx+xx+xx/B:xx-xx_xx/C:xx_xx+xx/D:xx+xx_xx/E:2_1!0_xx-xx/F:xx_xx#xx_xx@xx_xx|xx_xx/G:xx_xx%xx_xx_xx/H:1_2/I:xx-xx@xx+xx&xx-xx|xx+xx/J:xx_xx/K:1+1-2\n" ] } ], "source": [ "labels = pyopenjtalk.extract_fullcontext(\"今日\")\n", "for label in labels:\n", " print(label)" ] }, { "cell_type": "markdown", "id": "manufactured-grant", "metadata": {}, "source": [ "### HTS 形式の質問ファイル" ] }, { "cell_type": "code", "execution_count": 13, "id": "global-light", "metadata": { "execution": { "iopub.execute_input": "2021-08-21T07:40:40.558613Z", "iopub.status.busy": "2021-08-21T07:40:40.558326Z", "iopub.status.idle": "2021-08-21T07:40:40.789721Z", "shell.execute_reply": "2021-08-21T07:40:40.789405Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "QS \"L-Phone_A\" {*^A-*}\r\n", "CQS \"a1-C-Accent_Diff\" {A:([-\\d]+)+}\r\n" ] } ], "source": [ "qst_path = ttslearn.util.example_qst_file()\n", "! cat $qst_path | grep QS | head -1\n", "! cat $qst_path | grep CQS | head -1" ] }, { "cell_type": "code", "execution_count": 14, "id": "reflected-burlington", "metadata": { "execution": { "iopub.execute_input": "2021-08-21T07:40:40.795338Z", "iopub.status.busy": "2021-08-21T07:40:40.792189Z", "iopub.status.idle": "2021-08-21T07:40:40.906817Z", "shell.execute_reply": "2021-08-21T07:40:40.906560Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "QS \"L-Phone_A\" {*^A-*}\r\n", "QS \"L-Phone_E\" {*^E-*}\r\n", "QS \"L-Phone_I\" {*^I-*}\r\n", "QS \"L-Phone_N\" {*^N-*}\r\n", "QS \"L-Phone_O\" {*^O-*}\r\n", "QS \"L-Phone_U\" {*^U-*}\r\n", "QS \"L-Phone_a\" {*^a-*}\r\n", "QS \"L-Phone_b\" {*^b-*}\r\n", "QS \"L-Phone_by\" {*^by-*}\r\n", "QS \"L-Phone_ch\" {*^ch-*}\r\n" ] } ], "source": [ "! head {ttslearn.util.example_qst_file()}" ] }, { "cell_type": "code", "execution_count": 15, "id": "utility-singles", "metadata": { "execution": { "iopub.execute_input": "2021-08-21T07:40:40.913060Z", "iopub.status.busy": "2021-08-21T07:40:40.912734Z", "iopub.status.idle": "2021-08-21T07:40:41.024678Z", "shell.execute_reply": "2021-08-21T07:40:41.024361Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "CQS \"i1-C-Breath_Phrase_Num\" {/I:(\\d+)-}\r\n", "CQS \"i2-C-Breath_Mora_Num\" {-(\\d+)@}\r\n", "CQS \"i3-C-Breath_Pos_Forward\" {@(\\d+)+}\r\n", "CQS \"i4-C-Breath_Pos_Backward\" {+(\\d+)&}\r\n", "CQS \"i5-C-Breath_Accent_Pos_Forward\" {&(\\d+)-}\r\n", "CQS \"i6-C-Breath_Accent_Pos_Backward\" {-(\\d+)|}\r\n", "CQS \"i7-C-Breath_Mora_Pos_Forward\" {|(\\d+)+}\r\n", "CQS \"i8-C-Breath_Mora_Pos_Backward\" {+(\\d+)/J:}\r\n", "CQS \"j1-R-Breath_Phrase_Num\" {/J:(\\d+)_}\r\n", "CQS \"j2-R-Breath_Mora_Num\" {_(\\d+)/K:}" ] } ], "source": [ "! tail {ttslearn.util.example_qst_file()}" ] }, { "cell_type": "markdown", "id": "compressed-robin", "metadata": {}, "source": [ "### HTS 形式の質問ファイルの読み込み" ] }, { "cell_type": "code", "execution_count": 16, "id": "greater-mechanics", "metadata": { "execution": { "iopub.execute_input": "2021-08-21T07:40:41.036320Z", "iopub.status.busy": "2021-08-21T07:40:41.036014Z", "iopub.status.idle": "2021-08-21T07:40:41.038082Z", "shell.execute_reply": "2021-08-21T07:40:41.037784Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "二値特徴量の数: 300\n", "数値特徴量の数: 25\n", "1 つ目の質問: L-Phone_A [re.compile('\\\\^A\\\\-')]\n" ] } ], "source": [ "from nnmnkwii.io import hts\n", "import ttslearn\n", "\n", "binary_dict, numeric_dict = hts.load_question_set(ttslearn.util.example_qst_file())\n", "\n", "# 1番目の質問を確認します\n", "name, ex = binary_dict[0]\n", "print(\"二値特徴量の数:\", len(binary_dict))\n", "print(\"数値特徴量の数:\", len(numeric_dict))\n", "print(\"1 つ目の質問:\", name, ex)" ] }, { "cell_type": "markdown", "id": "speaking-makeup", "metadata": {}, "source": [ "### フルコンテキストラベルからの数値表現への変換" ] }, { "cell_type": "code", "execution_count": 17, "id": "coordinated-pharmaceutical", "metadata": { "execution": { "iopub.execute_input": "2021-08-21T07:40:41.043148Z", "iopub.status.busy": "2021-08-21T07:40:41.042668Z", "iopub.status.idle": "2021-08-21T07:40:41.054152Z", "shell.execute_reply": "2021-08-21T07:40:41.054431Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "言語特徴量(音素単位)のサイズ: (44, 325)\n" ] } ], "source": [ "from nnmnkwii.frontend import merlin as fe\n", "\n", "labels = hts.load(ttslearn.util.example_label_file())\n", "feats = fe.linguistic_features(labels, binary_dict, numeric_dict)\n", "print(\"言語特徴量(音素単位)のサイズ:\", feats.shape)" ] }, { "cell_type": "code", "execution_count": 18, "id": "transparent-window", "metadata": { "execution": { "iopub.execute_input": "2021-08-21T07:40:41.057094Z", "iopub.status.busy": "2021-08-21T07:40:41.056804Z", "iopub.status.idle": "2021-08-21T07:40:41.058941Z", "shell.execute_reply": "2021-08-21T07:40:41.058653Z" } }, "outputs": [ { "data": { "text/plain": [ "array([[ 0., 0., 0., ..., -1., 5., 23.],\n", " [ 0., 0., 0., ..., 23., -1., -1.],\n", " [ 0., 0., 0., ..., 23., -1., -1.],\n", " ...,\n", " [ 0., 0., 0., ..., 23., -1., -1.],\n", " [ 0., 0., 0., ..., 23., -1., -1.],\n", " [ 0., 0., 0., ..., -1., -1., -1.]])" ] }, "execution_count": 1, "metadata": {}, "output_type": "execute_result" } ], "source": [ "feats" ] }, { "cell_type": "markdown", "id": "successful-graham", "metadata": { "tags": [] }, "source": [ "### 言語特徴量をフレーム単位に展開" ] }, { "cell_type": "code", "execution_count": 19, "id": "eligible-yukon", "metadata": { "execution": { "iopub.execute_input": "2021-08-21T07:40:41.063391Z", "iopub.status.busy": "2021-08-21T07:40:41.063112Z", "iopub.status.idle": "2021-08-21T07:40:41.080974Z", "shell.execute_reply": "2021-08-21T07:40:41.080664Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "言語特徴量(音素単位)のサイズ: (44, 325)\n", "言語特徴量(フレーム単位)のサイズ: (636, 325)\n" ] } ], "source": [ "feats_phoneme = fe.linguistic_features(labels, binary_dict, numeric_dict, add_frame_features=False)\n", "feats_frame = fe.linguistic_features(labels, binary_dict, numeric_dict, add_frame_features=True)\n", "print(\"言語特徴量(音素単位)のサイズ:\", feats_phoneme.shape)\n", "print(\"言語特徴量(フレーム単位)のサイズ:\", feats_frame.shape)" ] }, { "cell_type": "markdown", "id": "mighty-alberta", "metadata": {}, "source": [ "### 言語特徴量の可視化 (bonus)" ] }, { "cell_type": "code", "execution_count": 20, "id": "multiple-mississippi", "metadata": { "execution": { "iopub.execute_input": "2021-08-21T07:40:41.083442Z", "iopub.status.busy": "2021-08-21T07:40:41.083151Z", "iopub.status.idle": "2021-08-21T07:40:41.266434Z", "shell.execute_reply": "2021-08-21T07:40:41.266130Z" } }, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# 可視化用に正規化\n", "in_feats = feats_frame / np.maximum(1, np.abs(feats_frame).max(0))\n", "fig, ax = plt.subplots(figsize=(8,4))\n", "mesh = ax.imshow(in_feats.T, aspect=\"auto\", interpolation=\"none\", origin=\"lower\", cmap=cmap)\n", "fig.colorbar(mesh, ax=ax)\n", "\n", "ax.set_xlabel(\"Time [frame]\")\n", "ax.set_ylabel(\"Context\")\n", "plt.tight_layout()" ] }, { "cell_type": "markdown", "id": "swedish-royalty", "metadata": {}, "source": [ "## 5.5 音響特徴量の抽出" ] }, { "cell_type": "markdown", "id": "immune-validity", "metadata": {}, "source": [ "### 対数基本周波数" ] }, { "cell_type": "code", "execution_count": 21, "id": "reliable-environment", "metadata": { "execution": { "iopub.execute_input": "2021-08-21T07:40:41.270421Z", "iopub.status.busy": "2021-08-21T07:40:41.270121Z", "iopub.status.idle": "2021-08-21T07:40:41.659545Z", "shell.execute_reply": "2021-08-21T07:40:41.659826Z" } }, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "from scipy.io import wavfile\n", "import pyworld\n", "from nnmnkwii.preprocessing.f0 import interp1d\n", "\n", "# 基本周波数を対数基本周波数へ変換する関数\n", "def f0_to_lf0(f0):\n", " lf0 = f0.copy()\n", " nonzero_indices = np.nonzero(f0)\n", " lf0[nonzero_indices] = np.log(f0[nonzero_indices])\n", " return lf0\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.float64)\n", "\n", "# DIO による基本周波数推定\n", "f0, timeaxis = pyworld.dio(x, sr)\n", "\n", "# 基本周波数を対数基本周波数に変換\n", "lf0 = f0_to_lf0(f0)\n", "\n", "# 対数基本周波数に対して線形補間\n", "clf0 = interp1d(lf0, kind=\"linear\")\n", "\n", "# 可視化\n", "fig, ax = plt.subplots(figsize=(8, 3))\n", "ax.plot(timeaxis, np.exp(lf0), linewidth=2, label=\"F0\")\n", "ax.plot(timeaxis, np.exp(clf0), \"--\", linewidth=2, label=\"Continuous F0\")\n", "ax.set_xlabel(\"Time [sec]\")\n", "ax.set_xticks(np.arange(0.3, 1.4, 0.2))\n", "ax.set_xlim(0.28, 1.43)\n", "ax.set_ylabel(\"Frequency [Hz]\")\n", "ax.legend()\n", "plt.tight_layout()\n", "\n", "# 図5-6\n", "savefig(\"fig/dnntts_cf0\")" ] }, { "cell_type": "markdown", "id": "patent-electronics", "metadata": {}, "source": [ "### 有声/無声フラグ" ] }, { "cell_type": "code", "execution_count": 22, "id": "conceptual-planner", "metadata": { "execution": { "iopub.execute_input": "2021-08-21T07:40:41.747214Z", "iopub.status.busy": "2021-08-21T07:40:41.737941Z", "iopub.status.idle": "2021-08-21T07:40:42.130024Z", "shell.execute_reply": "2021-08-21T07:40:42.130325Z" } }, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# DIO による基本周波数推定\n", "f0, timeaxis = pyworld.dio(x, sr)\n", "\n", "# 有声/無声フラグ の計算\n", "vuv = (f0 > 0).astype(np.float32)\n", "\n", "hop_length = int(sr * 0.005)\n", "fig, ax = plt.subplots(2, 1, figsize=(8,4))\n", "librosa.display.waveplot(x, sr=sr, x_axis=\"time\", ax=ax[0])\n", "ax[1].plot(timeaxis, vuv)\n", "ax[1].set_ylim(-0.1, 1.1)\n", "\n", "ax[0].set_title(\"Waveform\")\n", "ax[1].set_title(\"V/UV\")\n", "ax[0].set_xlabel(\"Time [sec]\")\n", "ax[0].set_ylabel(\"Amplitude\")\n", "ax[1].set_xlabel(\"Time [sec]\")\n", "ax[1].set_ylabel(\"Binary value\")\n", "\n", "for a in ax:\n", " a.set_xlim(0.28, 1.43)\n", " a.set_xticks(np.arange(0.3, 1.4, 0.2))\n", "plt.tight_layout()\n", "\n", "# 図5-7\n", "savefig(\"fig/dnntts_vuv\")" ] }, { "cell_type": "markdown", "id": "applied-patio", "metadata": {}, "source": [ "### メルケプストラム" ] }, { "cell_type": "code", "execution_count": 23, "id": "proof-apache", "metadata": { "execution": { "iopub.execute_input": "2021-08-21T07:40:42.136790Z", "iopub.status.busy": "2021-08-21T07:40:42.136446Z", "iopub.status.idle": "2021-08-21T07:40:45.033968Z", "shell.execute_reply": "2021-08-21T07:40:45.034263Z" } }, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "import pysptk\n", "\n", "# DIO による基本周波数の推定\n", "f0, timeaxis = pyworld.dio(x, sr)\n", "\n", "# CheapTrick によるスペクトル包絡の推定\n", "# 返り値は、パワースペクトルであることに注意 (振幅が 2 乗されている)\n", "spectrogram = pyworld.cheaptrick(x, f0, timeaxis, sr)\n", "\n", "# 線形周波数軸をメル周波数尺度に伸縮し、その後ケプストラムに変換\n", "# alpha は周波数軸の伸縮のパラメータを表します\n", "alpha = pysptk.util.mcepalpha(sr)\n", "# FFT 長は、サンプリング周波数が 48kHz の場合は 2048\n", "fftlen = pyworld.get_cheaptrick_fft_size(sr)\n", "# メルケプストラムの次元数は、 mgc_order + 1 となります\n", "# NOTE: メル一般化ケプストラム (Mel-generalized cepstrum) の頭文字を取り、\n", "# 変数名を mgc とします\n", "mgc_order = 59\n", "mgc = pysptk.sp2mc(spectrogram, mgc_order, alpha)\n", "\n", "# メルケプストラムから元のスペクトル包絡を復元\n", "# スペクトルの次元数は、 fftlen//2 + 1 = 1025\n", "spectrogram_reconstructed = pysptk.mc2sp(mgc, alpha, fftlen)\n", "\n", "# 可視化\n", "hop_length = int(sr * 0.005)\n", "fig, ax = plt.subplots(3, 1, figsize=(8,8))\n", "ax[0].set_title(\"Mel-cepstrum\")\n", "ax[1].set_title(\"Reconstructed spectral envelope from Mel-cepstrum\")\n", "ax[2].set_title(\"Spectral envelope of natural speech\")\n", "\n", "mesh = librosa.display.specshow(mgc.T, sr=sr, hop_length=hop_length, x_axis=\"time\", cmap=cmap, ax=ax[0])\n", "fig.colorbar(mesh, ax=ax[0])\n", "ax[0].set_yticks(np.arange(mgc_order+2)[::10])\n", "\n", "log_sp_reconstructed = librosa.power_to_db(np.abs(spectrogram_reconstructed), ref=np.max)\n", "mesh = librosa.display.specshow(log_sp_reconstructed.T, sr=sr, hop_length=hop_length, x_axis=\"time\", y_axis=\"hz\", cmap=cmap, ax=ax[1])\n", "fig.colorbar(mesh, ax=ax[1], format=\"%+2.f dB\")\n", "\n", "log_sp = librosa.power_to_db(np.abs(spectrogram), ref=np.max)\n", "mesh = librosa.display.specshow(log_sp.T, sr=sr, hop_length=hop_length, x_axis=\"time\", y_axis=\"hz\", cmap=cmap, ax=ax[2])\n", "fig.colorbar(mesh, ax=ax[2], format=\"%+2.f dB\")\n", "\n", "ax[1].set_ylim(0, 12000)\n", "ax[2].set_ylim(0, 12000)\n", "\n", "for a in ax:\n", " a.set_xlabel(\"Time [sec]\")\n", " a.set_xlim(0.28, 1.43)\n", " a.set_xticks(np.arange(0.3, 1.4, 0.2))\n", "\n", "ax[0].set_ylabel(\"Mel channel\")\n", "ax[1].set_ylabel(\"Frequency [Hz]\")\n", "ax[2].set_ylabel(\"Frequency [Hz]\")\n", "\n", "plt.tight_layout()\n", "\n", "# 図5-8\n", "savefig(\"fig/dnntts_mcep_reconstructed\")" ] }, { "cell_type": "code", "execution_count": 24, "id": "persistent-payroll", "metadata": { "execution": { "iopub.execute_input": "2021-08-21T07:40:45.036586Z", "iopub.status.busy": "2021-08-21T07:40:45.036299Z", "iopub.status.idle": "2021-08-21T07:40:45.038201Z", "shell.execute_reply": "2021-08-21T07:40:45.037884Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "圧縮率: 17.083333333333332\n" ] } ], "source": [ "print(\"圧縮率:\", spectrogram.shape[1]/mgc.shape[1])" ] }, { "cell_type": "markdown", "id": "restricted-report", "metadata": {}, "source": [ "### 帯域非周期性指標" ] }, { "cell_type": "code", "execution_count": 25, "id": "certified-anderson", "metadata": { "execution": { "iopub.execute_input": "2021-08-21T07:40:45.104976Z", "iopub.status.busy": "2021-08-21T07:40:45.104525Z", "iopub.status.idle": "2021-08-21T07:40:46.539258Z", "shell.execute_reply": "2021-08-21T07:40:46.538909Z" } }, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# DIO による基本周波数の推定\n", "f0, timeaxis = pyworld.dio(x, sr)\n", "\n", "# D4C による非周期性指標の推定\n", "aperiodicity= pyworld.d4c(x, f0, timeaxis, sr)\n", "\n", "# 帯域別の非周期性指標に圧縮\n", "bap = pyworld.code_aperiodicity(aperiodicity, sr)\n", "\n", "# 可視化\n", "hop_length = int(sr * 0.005)\n", "fig, ax = plt.subplots(2, 1, figsize=(8,6))\n", "mesh = librosa.display.specshow(20*np.log10(aperiodicity).T, sr=sr, hop_length=hop_length, x_axis=\"time\", y_axis=\"linear\", cmap=cmap, ax=ax[0])\n", "ax[0].set_title(\"Aperiodicity\")\n", "fig.colorbar(mesh, ax=ax[0], format=\"%+2.f dB\")\n", "\n", "mesh = librosa.display.specshow(bap.T, sr=sr, hop_length=hop_length, x_axis=\"time\", cmap=cmap, ax=ax[1])\n", "fig.colorbar(mesh, ax=ax[1], format=\"%+2.f dB\")\n", "ax[1].set_title(\"Band-aperiodicity\")\n", "for a in ax:\n", " a.set_xlabel(\"Time [sec]\")\n", " a.set_ylabel(\"Frequency [Hz]\")\n", " a.set_xlim(0.28, 1.43)\n", " a.set_xticks(np.arange(0.3, 1.4, 0.2))\n", "\n", "ax[1].set_yticks(np.arange(5+1))\n", "ax[1].set_ylabel(\"Frequency band\")\n", "plt.tight_layout()\n", "\n", "# 図5-9\n", "savefig(\"fig/dnntts_bap\")" ] }, { "cell_type": "code", "execution_count": 26, "id": "parallel-replacement", "metadata": { "execution": { "iopub.execute_input": "2021-08-21T07:40:46.541601Z", "iopub.status.busy": "2021-08-21T07:40:46.541199Z", "iopub.status.idle": "2021-08-21T07:40:46.542729Z", "shell.execute_reply": "2021-08-21T07:40:46.543006Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "圧縮率: 205.0\n" ] } ], "source": [ "print(\"圧縮率:\", aperiodicity.shape[1]/bap.shape[1])" ] }, { "cell_type": "markdown", "id": "relative-bulgaria", "metadata": {}, "source": [ "### 動的特徴量" ] }, { "cell_type": "code", "execution_count": 27, "id": "existing-realtor", "metadata": { "execution": { "iopub.execute_input": "2021-08-21T07:40:46.545536Z", "iopub.status.busy": "2021-08-21T07:40:46.545258Z", "iopub.status.idle": "2021-08-21T07:40:46.546824Z", "shell.execute_reply": "2021-08-21T07:40:46.546535Z" } }, "outputs": [], "source": [ "def compute_delta(x, w):\n", " y = np.zeros_like(x)\n", " # 特徴量の次元ごとに動的特徴量を計算\n", " for d in range(x.shape[1]):\n", " y[:, d] = np.correlate(x[:, d], w, mode=\"same\")\n", " return y" ] }, { "cell_type": "code", "execution_count": 28, "id": "continuous-bargain", "metadata": { "execution": { "iopub.execute_input": "2021-08-21T07:40:46.611937Z", "iopub.status.busy": "2021-08-21T07:40:46.611612Z", "iopub.status.idle": "2021-08-21T07:40:48.762062Z", "shell.execute_reply": "2021-08-21T07:40:48.762350Z" } }, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "import librosa\n", "\n", "# スペクトル包絡の推定\n", "f0, timeaxis = pyworld.dio(x, sr)\n", "spectrogram = pyworld.cheaptrick(x, f0, timeaxis, sr)\n", "\n", "# パワースペクトルを対数に変換\n", "spectrogram = librosa.power_to_db(spectrogram, ref=np.max)\n", "\n", "# 動的特徴量の計算\n", "delta_window1 = [-0.5, 0.0, 0.5] # 1 次動的特徴量に対する窓\n", "delta_window2 = [1.0, -2.0, 1.0] # 2 次動的特徴量に対する窓\n", "\n", "# 1 次動的特徴量\n", "delta = compute_delta(spectrogram, delta_window1)\n", "\n", "# 2 次動的特徴量\n", "deltadelta = compute_delta(spectrogram, delta_window2)\n", "\n", "# スペクトル包絡に対して動的特徴量を計算して可視化\n", "hop_length = int(sr * 0.005)\n", "fig, ax = plt.subplots(3, 1, figsize=(8,8))\n", "ax[0].set_title(\"Static features\")\n", "ax[1].set_title(\"Dynamic features (1st order)\")\n", "ax[2].set_title(\"Dynamic features (2nd order)\")\n", "mesh = librosa.display.specshow(spectrogram.T, sr=sr, hop_length=hop_length, x_axis=\"time\", y_axis=\"hz\", cmap=cmap, ax=ax[0])\n", "fig.colorbar(mesh, ax=ax[0], format=\"%+2.f dB\")\n", "mesh = librosa.display.specshow(delta.T, sr=sr, hop_length=hop_length, x_axis=\"time\", y_axis=\"hz\", cmap=cmap, ax=ax[1])\n", "fig.colorbar(mesh, ax=ax[1], format=\"%+2.f dB\")\n", "mesh = librosa.display.specshow(deltadelta.T, sr=sr, hop_length=hop_length, x_axis=\"time\", y_axis=\"hz\", cmap=cmap, ax=ax[2])\n", "fig.colorbar(mesh, ax=ax[2], format=\"%+2.f dB\")\n", "\n", "for a in ax:\n", " a.set_xlabel(\"Time [sec]\")\n", " a.set_ylabel(\"Frequency [Hz]\")\n", " a.set_ylim(0, 8000)\n", " a.set_xlim(0.28, 1.43)\n", " a.set_xticks(np.arange(0.3, 1.4, 0.2))\n", "\n", "plt.tight_layout()\n", "\n", "# 図5-10\n", "savefig(\"fig/dnntts_dynamic_features\")" ] }, { "cell_type": "markdown", "id": "english-douglas", "metadata": {}, "source": [ "### 音響特徴量の結合" ] }, { "cell_type": "code", "execution_count": 29, "id": "facial-bradford", "metadata": { "execution": { "iopub.execute_input": "2021-08-21T07:40:48.828035Z", "iopub.status.busy": "2021-08-21T07:40:48.827715Z", "iopub.status.idle": "2021-08-21T07:40:49.501235Z", "shell.execute_reply": "2021-08-21T07:40:49.501657Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "メルケプストラムの次元数: 180\n", "連続対数基本周波数の次元数: 3\n", "有声 / 無声フラグの次元数: 1\n", "帯域非周期性指標の次元数: 15\n", "結合された音響特徴量の次元数: 199\n" ] } ], "source": [ "from nnmnkwii.preprocessing import delta_features\n", "\n", "# WORLD による音声パラメータの推定\n", "f0, timeaxis = pyworld.dio(x, sr)\n", "spectrogram = pyworld.cheaptrick(x, f0, timeaxis, sr)\n", "aperiodicity = pyworld.d4c(x, f0, timeaxis, sr)\n", "\n", "# スペクトル包絡をメルケプストラムに変換\n", "mgc_order = 59\n", "alpha = pysptk.util.mcepalpha(sr)\n", "mgc = pysptk.sp2mc(spectrogram, mgc_order, alpha)\n", "\n", "# 有声/無声フラグの計算\n", "vuv = (f0 > 0).astype(np.float32)\n", "\n", "# 連続対数基本周波数系列\n", "lf0 = interp1d(f0_to_lf0(f0), kind=\"linear\")\n", "\n", "# 帯域非周期性指標\n", "bap = pyworld.code_aperiodicity(aperiodicity, sr)\n", "\n", "# 基本周波数と有声/無声フラグを2次元の行列の形にしておく\n", "lf0 = lf0[:, np.newaxis] if len(lf0.shape) == 1 else lf0\n", "vuv = vuv[:, np.newaxis] if len(vuv.shape) == 1 else vuv\n", "\n", "# 動的特徴量を計算するための窓\n", "windows = [\n", " [1.0], # 静的特徴量に対する窓\n", " [-0.5, 0.0, 0.5], # 1次動的特徴量に対する窓\n", " [1.0, -2.0, 1.0], # 2次動的特徴量に対する窓\n", "]\n", "\n", "# 静的特徴量と動的特徴量を結合した特徴量の計算\n", "mgc = delta_features(mgc, windows)\n", "lf0 = delta_features(lf0, windows)\n", "bap = delta_features(bap, windows)\n", "\n", "# すべての特徴量を結合した特徴量を作成\n", "feats = np.hstack([mgc, lf0, vuv, bap])\n", "\n", "print(f\"メルケプストラムの次元数: {mgc.shape[1]}\")\n", "print(f\"連続対数基本周波数の次元数: {lf0.shape[1]}\")\n", "print(f\"有声 / 無声フラグの次元数: {vuv.shape[1]}\")\n", "print(f\"帯域非周期性指標の次元数: {bap.shape[1]}\")\n", "print(f\"結合された音響特徴量の次元数: {feats.shape[1]}\")" ] }, { "cell_type": "markdown", "id": "historical-reset", "metadata": {}, "source": [ "## 5.6 音声波形の合成" ] }, { "cell_type": "code", "execution_count": 30, "id": "female-atlanta", "metadata": { "execution": { "iopub.execute_input": "2021-08-21T07:40:49.508394Z", "iopub.status.busy": "2021-08-21T07:40:49.507898Z", "iopub.status.idle": "2021-08-21T07:40:51.208455Z", "shell.execute_reply": "2021-08-21T07:40:51.208153Z" } }, "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": [ "from nnmnkwii.paramgen import mlpg\n", "from IPython.display import Audio\n", "import IPython\n", "from ttslearn.dnntts.multistream import get_windows, split_streams\n", "from ttslearn.dsp import world_spss_params\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.float64)\n", "\n", "# 音響特徴量抽出のパラメータ\n", "mgc_order = 59\n", "alpha = pysptk.util.mcepalpha(sr)\n", "fftlen = pyworld.get_cheaptrick_fft_size(sr)\n", "\n", "# 音響特徴量の抽出\n", "feats = world_spss_params(x, sr, mgc_order)\n", "\n", "# パラメータ生成に必要な特徴量の分散\n", "# 第6章で解説しますが、実際には学習データ全体に対して計算します\n", "feats_var = np.var(feats, axis=1)\n", "\n", "# 結合された特徴量から各特徴量の分離\n", "stream_sizes = [(mgc_order+1)*3, 3, 1, pyworld.get_num_aperiodicities(sr)*3]\n", "mgc, lf0, vuv, bap = split_streams(feats, stream_sizes)\n", "\n", "start_ind = np.hstack(([0], np.cumsum(stream_sizes)[:-1]))\n", "end_ind = np.cumsum(stream_sizes)\n", "\n", "# パラメータ生成に必要な、動的特徴量の計算に利用した窓\n", "windows = get_windows(num_window=3)\n", "\n", "# パラメータ生成\n", "mgc = mlpg(mgc, feats_var[start_ind[0]:end_ind[0]], windows)\n", "lf0 = mlpg(lf0, feats_var[start_ind[1]:end_ind[1]], windows)\n", "bap = mlpg(bap, feats_var[start_ind[3]:end_ind[3]], windows)\n", "\n", "# メルケプストラムからスペクトル包絡への変換\n", "spectrogram = pysptk.mc2sp(mgc, alpha, fftlen)\n", "\n", "# 連続対数基本周波数から基本周波数への変換\n", "f0 = lf0.copy()\n", "f0[vuv < 0.5] = 0\n", "f0[np.nonzero(f0)] = np.exp(f0[np.nonzero(f0)])\n", "\n", "# 帯域非周期指標から非周期性指標への変換\n", "aperiodicity = pyworld.decode_aperiodicity(bap.astype(np.float64), sr, fftlen)\n", "\n", "# WORLD による音声波形の合成\n", "y = pyworld.synthesize(\n", " f0.flatten().astype(np.float64),\n", " spectrogram.astype(np.float64),\n", " aperiodicity.astype(np.float64),\n", " sr\n", ")\n", "\n", "# オーディオプレイヤーの表示\n", "IPython.display.display(Audio(x.astype(np.float32), rate=sr))\n", "IPython.display.display(Audio(y.astype(np.float32), rate=sr))\n", "\n", "# 可視化\n", "fig, ax = plt.subplots(2, 1, figsize=(8,4), sharey=True)\n", "ax[0].set_title(\"Natural speech\")\n", "ax[1].set_title(\"Reconstructed speech by acoustic features\")\n", "librosa.display.waveplot(x.astype(np.float32), sr, ax=ax[0])\n", "librosa.display.waveplot(y.astype(np.float32), sr, ax=ax[1])\n", "for a in ax:\n", " a.set_xlabel(\"Time [sec]\")\n", " a.set_ylabel(\"Amplitude\")\n", "plt.tight_layout()" ] }, { "cell_type": "code", "execution_count": 31, "id": "hired-richardson", "metadata": { "execution": { "iopub.execute_input": "2021-08-21T07:40:51.214241Z", "iopub.status.busy": "2021-08-21T07:40:51.213915Z", "iopub.status.idle": "2021-08-21T07:40:52.316456Z", "shell.execute_reply": "2021-08-21T07:40:52.316754Z" } }, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "n_fft = 1024\n", "frame_shift = int(sr * 0.005)\n", "X = librosa.stft(x.astype(np.float32), n_fft=n_fft, win_length=n_fft, hop_length=frame_shift, window=\"hann\")\n", "logX = librosa.amplitude_to_db(np.abs(X), ref=np.max)\n", "Y = librosa.stft(y.astype(np.float32), n_fft=n_fft, win_length=n_fft, hop_length=frame_shift, window=\"hann\")\n", "log_Y = librosa.amplitude_to_db(np.abs(Y), ref=np.max)\n", "\n", "fig, ax = plt.subplots(2, 1, figsize=(8, 6))\n", "ax[0].set_title(\"Natural spectrogram\")\n", "ax[1].set_title(\"Reconstructed spectrogram from acoustic features\")\n", "\n", "mesh = librosa.display.specshow(logX, sr=sr, hop_length=hop_length, x_axis=\"time\", y_axis=\"hz\", cmap=cmap, ax=ax[0])\n", "fig.colorbar(mesh, ax=ax[0], format=\"%+2.f dB\")\n", "mesh = librosa.display.specshow(log_Y, sr=sr, hop_length=hop_length, x_axis=\"time\", y_axis=\"hz\", cmap=cmap, ax=ax[1])\n", "fig.colorbar(mesh, ax=ax[1], format=\"%+2.f dB\")\n", "\n", "for a in ax:\n", " a.set_xlabel(\"Time [sec]\")\n", " a.set_ylabel(\"Frequency [Hz]\")\n", " a.set_ylim(0, 8000)\n", " a.set_xlim(0.28, 1.43)\n", " a.set_xticks(np.arange(0.3, 1.4, 0.2))\n", "\n", "plt.tight_layout()\n", "\n", "# 図5-13\n", "savefig(\"fig/dnntts_waveform_reconstruction\")" ] } ], "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": 5 }