mirror of
https://github.com/w-okada/voice-changer.git
synced 2025-01-23 13:35:12 +03:00
643 lines
33 KiB
Plaintext
643 lines
33 KiB
Plaintext
{
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"nbformat": 4,
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"nbformat_minor": 0,
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"metadata": {
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"colab": {
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"name": "VoiceChangerDemo",
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"provenance": [],
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"collapsed_sections": [],
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"authorship_tag": "ABX9TyNT6WJO/7PBaFoxZqBF/4bV",
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"include_colab_link": true
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},
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"kernelspec": {
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"name": "python3",
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"display_name": "Python 3"
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},
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"language_info": {
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"name": "python"
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},
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"accelerator": "GPU",
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"gpuClass": "standard"
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},
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"cells": [
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{
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"cell_type": "markdown",
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"metadata": {
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"id": "view-in-github",
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"colab_type": "text"
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},
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"source": [
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"<a href=\"https://colab.research.google.com/github/w-okada/voice-changer/blob/dev/VoiceChangerDemo.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
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]
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},
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{
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"cell_type": "markdown",
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"source": [
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"Voice Changer (デモ版)\n",
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"---\n",
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"\n",
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"このノートはVoice ChangerをColab上で動かすデモ版です。\n",
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"\n",
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"正式版はローカルPCのDocker上で動かすアプリケーションです。\n",
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"\n",
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"正式版は、多くの場合より少ないタイムラグで滑らかに音声を変換できます。\n",
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"\n",
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"詳細な使用方法はこちらの[リポジトリ](https://github.com/w-okada/voice-changer)からご確認ください。\n"
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],
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"metadata": {
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"id": "Lbbmx_Vjl0zo"
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}
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},
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{
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"cell_type": "markdown",
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"source": [
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"# GPUを確認\n",
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"GPUを用いたほうが高速に処理が行えます。\n",
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"\n",
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"下記のコマンドでGPUが確認できない場合は、上のメニューから\n",
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"\n",
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"「ランタイム」→「ランタイムの変更」→「ハードウェア アクセラレータ」\n",
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"\n",
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"でGPUを選択してください。"
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],
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"metadata": {
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"id": "oUKi1NYMmXrr"
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}
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},
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{
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"cell_type": "code",
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"source": [
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"# (1) GPUの確認\n",
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"!nvidia-smi"
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],
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"metadata": {
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"colab": {
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"base_uri": "https://localhost:8080/"
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},
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"id": "vV1t7PBRm-o6",
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"outputId": "f2f4a0c8-4de4-4083-c18b-ab1ff197b331"
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},
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"execution_count": 1,
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"outputs": [
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{
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"output_type": "stream",
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"name": "stdout",
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"text": [
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"Mon Sep 5 18:18:54 2022 \n",
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"+-----------------------------------------------------------------------------+\n",
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"| NVIDIA-SMI 460.32.03 Driver Version: 460.32.03 CUDA Version: 11.2 |\n",
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"|-------------------------------+----------------------+----------------------+\n",
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"| GPU Name Persistence-M| Bus-Id Disp.A | Volatile Uncorr. ECC |\n",
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"| Fan Temp Perf Pwr:Usage/Cap| Memory-Usage | GPU-Util Compute M. |\n",
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"| | | MIG M. |\n",
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"|===============================+======================+======================|\n",
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"| 0 Tesla T4 Off | 00000000:00:04.0 Off | 0 |\n",
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"| N/A 48C P8 9W / 70W | 0MiB / 15109MiB | 0% Default |\n",
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"| | | N/A |\n",
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"+-------------------------------+----------------------+----------------------+\n",
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" \n",
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"+-----------------------------------------------------------------------------+\n",
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"| Processes: |\n",
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"| GPU GI CI PID Type Process name GPU Memory |\n",
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"| ID ID Usage |\n",
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"|=============================================================================|\n",
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"| No running processes found |\n",
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"+-----------------------------------------------------------------------------+\n"
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]
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}
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]
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},
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{
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"cell_type": "markdown",
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"source": [
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"# 使用するモデルとコンフィグファイルの指定\n",
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"\n",
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"使用するトレーニング済みのモデルと、トレーニングで使用したコンフィグファイルのパスを指定してください。\n",
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"\n",
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"多くの場合はGoogle Driveに格納されているファイルを使用すると思います。その場合は、下の(2-2)のセルを実行してドライブをマウントしてください"
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],
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"metadata": {
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"id": "mHvGrgaWnIPA"
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}
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},
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{
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"cell_type": "code",
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"source": [
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"# (2-1) 使用するモデルとコンフィグファイルの指定\n",
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"CONFIG=\"/content/drive/MyDrive/VoiceChanger/config.json\"\n",
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"MODEL=\"/content/drive/MyDrive/VoiceChanger/G_326000.pth\""
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],
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"metadata": {
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"id": "nSXATMWYb4Ik"
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},
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"execution_count": 2,
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"outputs": []
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},
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{
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"cell_type": "code",
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"execution_count": 3,
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"metadata": {
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"colab": {
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"base_uri": "https://localhost:8080/"
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},
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"id": "2wxD-gRSMU5R",
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"outputId": "db09c354-222d-4d24-9134-7403d845c5f8"
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},
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"outputs": [
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{
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"output_type": "stream",
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"name": "stdout",
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"text": [
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"Mounted at /content/drive\n"
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]
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}
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],
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"source": [
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"# (2-2) Google Driveのマウント\n",
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"from google.colab import drive\n",
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"drive.mount('/content/drive')"
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]
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},
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{
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"cell_type": "markdown",
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"source": [
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"# リポジトリのクローン\n",
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"リポジトリをクローンします"
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],
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"metadata": {
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"id": "sLBfykjBnjWc"
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}
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},
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{
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"cell_type": "code",
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"source": [
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"# (3) リポジトリのクローン\n",
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"!git clone https://github.com/w-okada/voice-changer.git\n",
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"%cd voice-changer/demo/\n"
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],
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"metadata": {
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"colab": {
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"base_uri": "https://localhost:8080/"
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},
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"id": "86wTFmqsNMnD",
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"outputId": "99fc98a8-4358-4db8-b263-6f3f83637fb6"
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},
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"execution_count": 4,
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"outputs": [
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{
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"output_type": "stream",
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"name": "stdout",
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"text": [
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"Cloning into 'voice-changer'...\n",
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"remote: Enumerating objects: 402, done.\u001b[K\n",
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"remote: Counting objects: 100% (124/124), done.\u001b[K\n",
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"remote: Compressing objects: 100% (94/94), done.\u001b[K\n",
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"remote: Total 402 (delta 48), reused 72 (delta 29), pack-reused 278\u001b[K\n",
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"Receiving objects: 100% (402/402), 21.10 MiB | 15.18 MiB/s, done.\n",
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"Resolving deltas: 100% (184/184), done.\n",
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"/content/voice-changer/demo\n"
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]
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}
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]
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},
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{
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"cell_type": "markdown",
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"source": [
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"# ファイルの配置\n",
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"アプリケーションの挙動を記した設定ファイルをコピーします(4-1)。(4-2)はコピーした設定ファイルを表示しています。もしかしたらうまく動かないときに役立つかもしれません。"
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],
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"metadata": {
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"id": "jmDY8W_fnuSi"
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}
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},
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{
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"cell_type": "code",
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"source": [
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"# (4-1) 設定ファイルの配置\n",
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"!cp ../template/setting_colab.json ../frontend/dist/assets/setting.json\n"
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],
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"metadata": {
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"id": "Bn4kV8TgXp8i"
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},
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"execution_count": 5,
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"outputs": []
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},
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{
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"cell_type": "code",
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"source": [
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"# (4-2) 設定ファイルの確認\n",
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"!cat ../frontend/dist/assets/setting.json\n"
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],
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"metadata": {
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"colab": {
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"base_uri": "https://localhost:8080/"
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},
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"id": "pjxPsOOaXXTj",
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"outputId": "0d139a40-6ea4-439c-a401-e13a300afb42"
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},
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"execution_count": 8,
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"outputs": [
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{
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"output_type": "stream",
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"name": "stdout",
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"text": [
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"{\n",
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" \"app_title\": \"voice-changer\",\n",
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" \"majar_mode\": \"colab\",\n",
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" \"voice_changer_server_url\": \"./test\",\n",
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" \"sample_rate\": 48000,\n",
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" \"buffer_size\": 1024,\n",
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" \"prefix_chunk_size\": 24,\n",
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" \"chunk_size\": 24,\n",
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" \"speaker_ids\": [100, 107, 101, 102, 103],\n",
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" \"speaker_names\": [\"ずんだもん\", \"user\", \"そら\", \"めたん\", \"つむぎ\"],\n",
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" \"src_id\": 107,\n",
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" \"dst_id\": 100,\n",
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" \"vf_enable\": true,\n",
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" \"voice_changer_mode\": \"realtime\",\n",
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" \"gpu\": 0,\n",
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" \"available_gpus\": [-1, 0, 1, 2, 3, 4],\n",
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" \"avatar\": {\n",
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" \"enable_avatar\": true, \n",
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" \"motion_capture_face\": true,\n",
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" \"motion_capture_upperbody\": true,\n",
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" \"lip_overwrite_with_voice\": true,\n",
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" \"avatar_url\": \"./assets/vrm/zundamon/zundamon.vrm\",\n",
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" \"backgournd_image_url\": \"./assets/images/bg_natural_sougen.jpg\",\n",
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" \"background_color\": \"#0000dd\",\n",
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" \"chroma_key\": \"#0000dd\",\n",
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" \"avatar_canvas_size\": [1280, 720],\n",
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" \"screen_canvas_size\": [1280, 720]\n",
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" },\n",
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" \"advance\": {\n",
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" \"avatar_draw_skip_rate\": 3,\n",
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" \"screen_draw_skip_rate\": 3,\n",
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" \"visualizer_draw_skip_rate\": 3,\n",
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" \"cross_fade_lower_value\": 0.1,\n",
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" \"cross_fade_offset_rate\": 0.3,\n",
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" \"cross_fade_end_rate\": 0.6,\n",
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" \"cross_fade_type\": 2\n",
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" }\n",
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"}\n"
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]
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}
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]
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},
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{
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"cell_type": "markdown",
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"source": [
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"# モジュールのインストール\n",
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"\n",
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"必要なモジュールをインストールします。"
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],
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"metadata": {
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"id": "8Na2PbLZSWgZ"
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}
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},
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{
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"cell_type": "code",
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"source": [
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"# (5) 設定ファイルの確認\n",
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"!apt-get install -y espeak libsndfile1-dev\n",
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"!pip install flask\n",
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"!pip install python-socketio\n",
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"!pip install eventlet\n",
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"!pip install unidecode\n",
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"!pip install phonemizer\n",
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"!pip install retry\n",
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"!pip install flask\n",
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"!pip install flask_cors\n"
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],
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"metadata": {
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"colab": {
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"base_uri": "https://localhost:8080/"
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},
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"id": "LwZAAuqxX7yY",
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"outputId": "edc7b12d-4386-4045-9ac0-04db2cb1874f"
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},
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"execution_count": 9,
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"outputs": [
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{
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"output_type": "stream",
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"name": "stdout",
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"text": [
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"Reading package lists... Done\n",
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"Building dependency tree \n",
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"Reading state information... Done\n",
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"libsndfile1-dev is already the newest version (1.0.28-4ubuntu0.18.04.2).\n",
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"The following package was automatically installed and is no longer required:\n",
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" libnvidia-common-460\n",
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"Use 'apt autoremove' to remove it.\n",
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"The following additional packages will be installed:\n",
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" espeak-data libespeak1 libportaudio2 libsonic0\n",
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"The following NEW packages will be installed:\n",
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" espeak espeak-data libespeak1 libportaudio2 libsonic0\n",
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"0 upgraded, 5 newly installed, 0 to remove and 20 not upgraded.\n",
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"Need to get 1,219 kB of archives.\n",
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"After this operation, 3,031 kB of additional disk space will be used.\n",
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"Get:1 http://archive.ubuntu.com/ubuntu bionic/universe amd64 libportaudio2 amd64 19.6.0-1 [64.6 kB]\n",
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"Get:2 http://archive.ubuntu.com/ubuntu bionic/main amd64 libsonic0 amd64 0.2.0-6 [13.4 kB]\n",
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"Get:3 http://archive.ubuntu.com/ubuntu bionic/universe amd64 espeak-data amd64 1.48.04+dfsg-5 [934 kB]\n",
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"Get:4 http://archive.ubuntu.com/ubuntu bionic/universe amd64 libespeak1 amd64 1.48.04+dfsg-5 [145 kB]\n",
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"Get:5 http://archive.ubuntu.com/ubuntu bionic/universe amd64 espeak amd64 1.48.04+dfsg-5 [61.6 kB]\n",
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"Fetched 1,219 kB in 1s (1,458 kB/s)\n",
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"Selecting previously unselected package libportaudio2:amd64.\n",
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"(Reading database ... 155685 files and directories currently installed.)\n",
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"Preparing to unpack .../libportaudio2_19.6.0-1_amd64.deb ...\n",
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"Unpacking libportaudio2:amd64 (19.6.0-1) ...\n",
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"Selecting previously unselected package libsonic0:amd64.\n",
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"Preparing to unpack .../libsonic0_0.2.0-6_amd64.deb ...\n",
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"Unpacking libsonic0:amd64 (0.2.0-6) ...\n",
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"Selecting previously unselected package espeak-data:amd64.\n",
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"Preparing to unpack .../espeak-data_1.48.04+dfsg-5_amd64.deb ...\n",
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"Unpacking espeak-data:amd64 (1.48.04+dfsg-5) ...\n",
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"Selecting previously unselected package espeak.\n",
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"Preparing to unpack .../espeak_1.48.04+dfsg-5_amd64.deb ...\n",
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"Unpacking espeak (1.48.04+dfsg-5) ...\n",
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"Setting up libportaudio2:amd64 (19.6.0-1) ...\n",
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"Setting up espeak-data:amd64 (1.48.04+dfsg-5) ...\n",
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"Setting up libsonic0:amd64 (0.2.0-6) ...\n",
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"Setting up libespeak1:amd64 (1.48.04+dfsg-5) ...\n",
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"Setting up espeak (1.48.04+dfsg-5) ...\n",
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"Processing triggers for libc-bin (2.27-3ubuntu1.5) ...\n",
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"Looking in indexes: https://pypi.org/simple, https://us-python.pkg.dev/colab-wheels/public/simple/\n",
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"Requirement already satisfied: Werkzeug<2.0,>=0.15 in /usr/local/lib/python3.7/dist-packages (from flask) (1.0.1)\n",
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"\u001b[K |████████████████████████████████| 56 kB 2.7 MB/s \n",
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"\u001b[?25hCollecting python-engineio>=4.3.0\n",
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"\u001b[K |████████████████████████████████| 52 kB 1.1 MB/s \n",
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"\u001b[?25hCollecting bidict>=0.21.0\n",
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"Installing collected packages: python-engineio, bidict, python-socketio\n",
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"Successfully installed bidict-0.22.0 python-engineio-4.3.4 python-socketio-5.7.1\n",
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"Looking in indexes: https://pypi.org/simple, https://us-python.pkg.dev/colab-wheels/public/simple/\n",
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" Downloading eventlet-0.33.1-py2.py3-none-any.whl (226 kB)\n",
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"\u001b[K |████████████████████████████████| 226 kB 15.0 MB/s \n",
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"\u001b[K |████████████████████████████████| 269 kB 63.6 MB/s \n",
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"\u001b[?25hInstalling collected packages: dnspython, eventlet\n",
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"Successfully installed dnspython-2.2.1 eventlet-0.33.1\n",
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"Looking in indexes: https://pypi.org/simple, https://us-python.pkg.dev/colab-wheels/public/simple/\n",
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"Collecting unidecode\n",
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" Downloading Unidecode-1.3.4-py3-none-any.whl (235 kB)\n",
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"\u001b[K |████████████████████████████████| 235 kB 14.2 MB/s \n",
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"\u001b[?25hInstalling collected packages: unidecode\n",
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"Successfully installed unidecode-1.3.4\n",
|
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"Looking in indexes: https://pypi.org/simple, https://us-python.pkg.dev/colab-wheels/public/simple/\n",
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"Collecting phonemizer\n",
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" Downloading phonemizer-3.2.1-py3-none-any.whl (90 kB)\n",
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"\u001b[K |████████████████████████████████| 90 kB 5.7 MB/s \n",
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"\u001b[?25hRequirement already satisfied: attrs>=18.1 in /usr/local/lib/python3.7/dist-packages (from phonemizer) (22.1.0)\n",
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"Collecting segments\n",
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" Downloading segments-2.2.1-py2.py3-none-any.whl (15 kB)\n",
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"Requirement already satisfied: typing-extensions in /usr/local/lib/python3.7/dist-packages (from phonemizer) (4.1.1)\n",
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"Collecting dlinfo\n",
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" Downloading dlinfo-1.2.1-py3-none-any.whl (3.6 kB)\n",
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"Requirement already satisfied: regex in /usr/local/lib/python3.7/dist-packages (from segments->phonemizer) (2022.6.2)\n",
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"Collecting csvw>=1.5.6\n",
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" Downloading csvw-3.1.1-py2.py3-none-any.whl (56 kB)\n",
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"\u001b[K |████████████████████████████████| 56 kB 3.9 MB/s \n",
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"\u001b[?25hCollecting clldutils>=1.7.3\n",
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" Downloading clldutils-3.12.0-py2.py3-none-any.whl (197 kB)\n",
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"\u001b[K |████████████████████████████████| 197 kB 67.1 MB/s \n",
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"\u001b[?25hRequirement already satisfied: tabulate>=0.7.7 in /usr/local/lib/python3.7/dist-packages (from clldutils>=1.7.3->segments->phonemizer) (0.8.10)\n",
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"Collecting colorlog\n",
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" Downloading colorlog-6.7.0-py2.py3-none-any.whl (11 kB)\n",
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"Requirement already satisfied: requests in /usr/local/lib/python3.7/dist-packages (from csvw>=1.5.6->segments->phonemizer) (2.23.0)\n",
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"Collecting colorama\n",
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" Downloading colorama-0.4.5-py2.py3-none-any.whl (16 kB)\n",
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"Requirement already satisfied: uritemplate>=3.0.0 in /usr/local/lib/python3.7/dist-packages (from csvw>=1.5.6->segments->phonemizer) (3.0.1)\n",
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"Collecting rfc3986<2\n",
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" Downloading rfc3986-1.5.0-py2.py3-none-any.whl (31 kB)\n",
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"Collecting isodate\n",
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" Downloading isodate-0.6.1-py2.py3-none-any.whl (41 kB)\n",
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"\u001b[K |████████████████████████████████| 41 kB 498 kB/s \n",
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"\u001b[?25hCollecting rdflib\n",
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" Downloading rdflib-6.2.0-py3-none-any.whl (500 kB)\n",
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"\u001b[K |████████████████████████████████| 500 kB 65.3 MB/s \n",
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"\u001b[?25hRequirement already satisfied: babel in /usr/local/lib/python3.7/dist-packages (from csvw>=1.5.6->segments->phonemizer) (2.10.3)\n",
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"Requirement already satisfied: jsonschema in /usr/local/lib/python3.7/dist-packages (from csvw>=1.5.6->segments->phonemizer) (4.3.3)\n",
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"Collecting language-tags\n",
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" Downloading language_tags-1.1.0-py2.py3-none-any.whl (210 kB)\n",
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"\u001b[K |████████████████████████████████| 210 kB 76.9 MB/s \n",
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"\u001b[?25hRequirement already satisfied: pytz>=2015.7 in /usr/local/lib/python3.7/dist-packages (from babel->csvw>=1.5.6->segments->phonemizer) (2022.2.1)\n",
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"Requirement already satisfied: importlib-metadata in /usr/local/lib/python3.7/dist-packages (from jsonschema->csvw>=1.5.6->segments->phonemizer) (4.12.0)\n",
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"Requirement already satisfied: pyrsistent!=0.17.0,!=0.17.1,!=0.17.2,>=0.14.0 in /usr/local/lib/python3.7/dist-packages (from jsonschema->csvw>=1.5.6->segments->phonemizer) (0.18.1)\n",
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"Requirement already satisfied: importlib-resources>=1.4.0 in /usr/local/lib/python3.7/dist-packages (from jsonschema->csvw>=1.5.6->segments->phonemizer) (5.9.0)\n",
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"Requirement already satisfied: zipp>=3.1.0 in /usr/local/lib/python3.7/dist-packages (from importlib-resources>=1.4.0->jsonschema->csvw>=1.5.6->segments->phonemizer) (3.8.1)\n",
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"Requirement already satisfied: pyparsing in /usr/local/lib/python3.7/dist-packages (from rdflib->csvw>=1.5.6->segments->phonemizer) (3.0.9)\n",
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"Requirement already satisfied: setuptools in /usr/local/lib/python3.7/dist-packages (from rdflib->csvw>=1.5.6->segments->phonemizer) (57.4.0)\n",
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"Requirement already satisfied: chardet<4,>=3.0.2 in /usr/local/lib/python3.7/dist-packages (from requests->csvw>=1.5.6->segments->phonemizer) (3.0.4)\n",
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"Requirement already satisfied: urllib3!=1.25.0,!=1.25.1,<1.26,>=1.21.1 in /usr/local/lib/python3.7/dist-packages (from requests->csvw>=1.5.6->segments->phonemizer) (1.24.3)\n",
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||
"Installing collected packages: isodate, rfc3986, rdflib, language-tags, colorama, csvw, colorlog, clldutils, segments, dlinfo, phonemizer\n",
|
||
"Successfully installed clldutils-3.12.0 colorama-0.4.5 colorlog-6.7.0 csvw-3.1.1 dlinfo-1.2.1 isodate-0.6.1 language-tags-1.1.0 phonemizer-3.2.1 rdflib-6.2.0 rfc3986-1.5.0 segments-2.2.1\n",
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||
"Looking in indexes: https://pypi.org/simple, https://us-python.pkg.dev/colab-wheels/public/simple/\n",
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"Collecting retry\n",
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||
" Downloading retry-0.9.2-py2.py3-none-any.whl (8.0 kB)\n",
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"Installing collected packages: retry\n",
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||
"Successfully installed retry-0.9.2\n",
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||
"Looking in indexes: https://pypi.org/simple, https://us-python.pkg.dev/colab-wheels/public/simple/\n",
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||
"Looking in indexes: https://pypi.org/simple, https://us-python.pkg.dev/colab-wheels/public/simple/\n",
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||
"Collecting flask_cors\n",
|
||
" Downloading Flask_Cors-3.0.10-py2.py3-none-any.whl (14 kB)\n",
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"Requirement already satisfied: Flask>=0.9 in /usr/local/lib/python3.7/dist-packages (from flask_cors) (1.1.4)\n",
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"Requirement already satisfied: MarkupSafe>=0.23 in /usr/local/lib/python3.7/dist-packages (from Jinja2<3.0,>=2.10.1->Flask>=0.9->flask_cors) (2.0.1)\n",
|
||
"Installing collected packages: flask-cors\n",
|
||
"Successfully installed flask-cors-3.0.10\n"
|
||
]
|
||
}
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "markdown",
|
||
"source": [
|
||
"# サーバの起動\n",
|
||
"\n",
|
||
"サーバを起動します。(6-1)\n",
|
||
"\n",
|
||
"サーバの起動状況を確認します。(6-2) \n",
|
||
"\n",
|
||
"このセルは繰り返し実行することになるのでCtrl+Retでセルを実行してください。\n",
|
||
"\n",
|
||
"アクセスできるようになるまで、１～２分かかるようです。コーヒーでも飲みに行きましょう。\n",
|
||
"\n",
|
||
"下記のようなテキストが表示されたら起動完了です。\n",
|
||
"\n",
|
||
"```\n",
|
||
"[2022-08-31 06:48:38,064] INFO in serverFlask: INITIALIZE MODEL\n",
|
||
"[2022-08-31 06:48:45,660] INFO in utils: Loaded checkpoint '/content/drive/MyDrive/VoiceChanger/G_326000.pth' (iteration 1136)\n",
|
||
"[2022-08-31 06:48:57,329] INFO in serverFlask: START APP\n",
|
||
"GPU_NUM: 1\n",
|
||
" * Serving Flask app \"serverFlask\" (lazy loading)\n",
|
||
" * Environment: production\n",
|
||
" WARNING: This is a development server. Do not use it in a production deployment.\n",
|
||
" Use a production WSGI server instead.\n",
|
||
" * Debug mode: on\n",
|
||
"[2022-08-31 06:48:57,336] INFO in _internal: * Running on http://0.0.0.0:8082/ (Press CTRL+C to quit)\n",
|
||
"[2022-08-31 06:48:57,337] INFO in _internal: * Restarting with stat\n",
|
||
"[2022-08-31 06:48:59,283] INFO in serverFlask: INITIALIZE MODEL\n",
|
||
"[2022-08-31 06:49:01,125] INFO in utils: Loaded checkpoint '/content/drive/MyDrive/VoiceChanger/G_326000.pth' (iteration 1136)\n",
|
||
"[2022-08-31 06:49:04,996] INFO in serverFlask: START APP\n",
|
||
"[2022-08-31 06:49:05,002] WARNING in _internal: * Debugger is active!\n",
|
||
"[2022-08-31 06:49:05,074] INFO in _internal: * Debugger PIN: 879-442-767\n",
|
||
"```\n",
|
||
"\n"
|
||
],
|
||
"metadata": {
|
||
"id": "-_2OcN9Borke"
|
||
}
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"source": [
|
||
"# (6-1) サーバの起動\n",
|
||
"get_ipython().system_raw(f'python3 serverFlask.py 8082 {CONFIG} {MODEL} >foo 2>&1 &')"
|
||
],
|
||
"metadata": {
|
||
"id": "iNOAB7zISI6J"
|
||
},
|
||
"execution_count": 10,
|
||
"outputs": []
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"source": [
|
||
"# (6-2) サーバの起動確認 (Ctrl+Retで実行)\n",
|
||
"!cat foo"
|
||
],
|
||
"metadata": {
|
||
"colab": {
|
||
"base_uri": "https://localhost:8080/"
|
||
},
|
||
"id": "chu06KpAjEK6",
|
||
"outputId": "58a7c911-9fff-489e-c5a7-221b89d4039a"
|
||
},
|
||
"execution_count": 16,
|
||
"outputs": [
|
||
{
|
||
"output_type": "stream",
|
||
"name": "stdout",
|
||
"text": [
|
||
"[2022-09-05 18:21:16,341] INFO in serverFlask: INITIALIZE MODEL\n",
|
||
"[2022-09-05 18:21:24,466] INFO in utils: Loaded checkpoint '/content/drive/MyDrive/VoiceChanger/G_326000.pth' (iteration 1136)\n",
|
||
"[2022-09-05 18:21:34,857] INFO in serverFlask: START APP\n",
|
||
"GPU_NUM: 1\n",
|
||
" * Serving Flask app \"serverFlask\" (lazy loading)\n",
|
||
" * Environment: production\n",
|
||
" WARNING: This is a development server. Do not use it in a production deployment.\n",
|
||
" Use a production WSGI server instead.\n",
|
||
" * Debug mode: on\n",
|
||
"[2022-09-05 18:21:34,866] INFO in _internal: * Running on http://0.0.0.0:8082/ (Press CTRL+C to quit)\n",
|
||
"[2022-09-05 18:21:34,866] INFO in _internal: * Restarting with stat\n",
|
||
"[2022-09-05 18:21:36,742] INFO in serverFlask: INITIALIZE MODEL\n",
|
||
"[2022-09-05 18:21:38,455] INFO in utils: Loaded checkpoint '/content/drive/MyDrive/VoiceChanger/G_326000.pth' (iteration 1136)\n",
|
||
"[2022-09-05 18:21:42,302] INFO in serverFlask: START APP\n",
|
||
"[2022-09-05 18:21:42,309] WARNING in _internal: * Debugger is active!\n",
|
||
"[2022-09-05 18:21:42,380] INFO in _internal: * Debugger PIN: 334-166-753\n"
|
||
]
|
||
}
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "markdown",
|
||
"source": [
|
||
"# プロキシを起動\n",
|
||
"ウェブサーバへのアクセスをするためのプロキシを起動します。\n",
|
||
"\n",
|
||
"表示されたURLをクリックして開くと別タブでアプリが開きます。\n",
|
||
"\n",
|
||
"Colabなので、ロードにある程度時間がかかります(30秒くらい)。"
|
||
],
|
||
"metadata": {
|
||
"id": "WhxcFLQEpctq"
|
||
}
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"source": [
|
||
"# (7) プロキシを起動\n",
|
||
"from google.colab import output\n",
|
||
"\n",
|
||
"output.serve_kernel_port_as_window(8082)"
|
||
],
|
||
"metadata": {
|
||
"id": "nkRjZm95l87C",
|
||
"colab": {
|
||
"base_uri": "https://localhost:8080/",
|
||
"height": 34
|
||
},
|
||
"outputId": "3c8be286-c4e2-4556-a709-44d79a8e1ce8"
|
||
},
|
||
"execution_count": 17,
|
||
"outputs": [
|
||
{
|
||
"output_type": "display_data",
|
||
"data": {
|
||
"text/plain": [
|
||
"<IPython.core.display.Javascript object>"
|
||
],
|
||
"application/javascript": [
|
||
"(async (port, path, text, element) => {\n",
|
||
" if (!google.colab.kernel.accessAllowed) {\n",
|
||
" return;\n",
|
||
" }\n",
|
||
" element.appendChild(document.createTextNode(''));\n",
|
||
" const url = await google.colab.kernel.proxyPort(port);\n",
|
||
" const anchor = document.createElement('a');\n",
|
||
" anchor.href = new URL(path, url).toString();\n",
|
||
" anchor.target = '_blank';\n",
|
||
" anchor.setAttribute('data-href', url + path);\n",
|
||
" anchor.textContent = text;\n",
|
||
" element.appendChild(anchor);\n",
|
||
" })(8082, \"/\", \"https://localhost:8082/\", window.element)"
|
||
]
|
||
},
|
||
"metadata": {}
|
||
}
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"source": [],
|
||
"metadata": {
|
||
"id": "3hwJmseXZhJY"
|
||
},
|
||
"execution_count": null,
|
||
"outputs": []
|
||
}
|
||
]
|
||
} |