From 634d1cbe79fd814ff5c9cd446f598c68f97d841b Mon Sep 17 00:00:00 2001
From: w-okada <48346627+w-okada@users.noreply.github.com>
Date: Wed, 31 Aug 2022 15:21:16 +0900
Subject: [PATCH] =?UTF-8?q?Colaboratory=20=E3=82=92=E4=BD=BF=E7=94=A8?=
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+{
+ "nbformat": 4,
+ "nbformat_minor": 0,
+ "metadata": {
+ "colab": {
+ "name": "VoiceChangerDemo",
+ "provenance": [],
+ "collapsed_sections": [],
+ "authorship_tag": "ABX9TyN+8irLJYUFlwMPzvHMSJof",
+ "include_colab_link": true
+ },
+ "kernelspec": {
+ "name": "python3",
+ "display_name": "Python 3"
+ },
+ "language_info": {
+ "name": "python"
+ },
+ "accelerator": "GPU",
+ "gpuClass": "standard"
+ },
+ "cells": [
+ {
+ "cell_type": "markdown",
+ "metadata": {
+ "id": "view-in-github",
+ "colab_type": "text"
+ },
+ "source": [
+ "![\"Open](\"https://colab.research.google.com/assets/colab-badge.svg\")
"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "source": [],
+ "metadata": {
+ "id": "57p7pA1Qb5wa"
+ }
+ },
+ {
+ "cell_type": "code",
+ "source": [
+ "!nvidia-smi"
+ ],
+ "metadata": {
+ "colab": {
+ "base_uri": "https://localhost:8080/"
+ },
+ "id": "vV1t7PBRm-o6",
+ "outputId": "60fc80b2-a39e-4840-88c1-0d8d483a36ca"
+ },
+ "execution_count": 1,
+ "outputs": [
+ {
+ "output_type": "stream",
+ "name": "stdout",
+ "text": [
+ "Wed Aug 31 06:14:56 2022 \n",
+ "+-----------------------------------------------------------------------------+\n",
+ "| NVIDIA-SMI 460.32.03 Driver Version: 460.32.03 CUDA Version: 11.2 |\n",
+ "|-------------------------------+----------------------+----------------------+\n",
+ "| GPU Name Persistence-M| Bus-Id Disp.A | Volatile Uncorr. ECC |\n",
+ "| Fan Temp Perf Pwr:Usage/Cap| Memory-Usage | GPU-Util Compute M. |\n",
+ "| | | MIG M. |\n",
+ "|===============================+======================+======================|\n",
+ "| 0 Tesla T4 Off | 00000000:00:04.0 Off | 0 |\n",
+ "| N/A 72C P8 12W / 70W | 0MiB / 15109MiB | 0% Default |\n",
+ "| | | N/A |\n",
+ "+-------------------------------+----------------------+----------------------+\n",
+ " \n",
+ "+-----------------------------------------------------------------------------+\n",
+ "| Processes: |\n",
+ "| GPU GI CI PID Type Process name GPU Memory |\n",
+ "| ID ID Usage |\n",
+ "|=============================================================================|\n",
+ "| No running processes found |\n",
+ "+-----------------------------------------------------------------------------+\n"
+ ]
+ }
+ ]
+ },
+ {
+ "cell_type": "code",
+ "source": [
+ "CONFIG=\"/content/drive/MyDrive/VoiceChanger/config.json\"\n",
+ "MODEL=\"/content/drive/MyDrive/VoiceChanger/G_326000.pth\""
+ ],
+ "metadata": {
+ "id": "nSXATMWYb4Ik"
+ },
+ "execution_count": 2,
+ "outputs": []
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 3,
+ "metadata": {
+ "colab": {
+ "base_uri": "https://localhost:8080/"
+ },
+ "id": "2wxD-gRSMU5R",
+ "outputId": "83bb80fa-9ced-43e2-a304-d53a3501b142"
+ },
+ "outputs": [
+ {
+ "output_type": "stream",
+ "name": "stdout",
+ "text": [
+ "Mounted at /content/drive\n"
+ ]
+ }
+ ],
+ "source": [
+ "from google.colab import drive\n",
+ "drive.mount('/content/drive')"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "source": [
+ "!git clone https://github.com/w-okada/voice-changer.git\n",
+ "%cd voice-changer/demo/\n"
+ ],
+ "metadata": {
+ "colab": {
+ "base_uri": "https://localhost:8080/"
+ },
+ "id": "86wTFmqsNMnD",
+ "outputId": "3fc68f14-b6b7-48bb-e285-5bed78e74f26"
+ },
+ "execution_count": 4,
+ "outputs": [
+ {
+ "output_type": "stream",
+ "name": "stdout",
+ "text": [
+ "Cloning into 'voice-changer'...\n",
+ "remote: Enumerating objects: 266, done.\u001b[K\n",
+ "remote: Counting objects: 100% (266/266), done.\u001b[K\n",
+ "remote: Compressing objects: 100% (189/189), done.\u001b[K\n",
+ "remote: Total 266 (delta 123), reused 194 (delta 65), pack-reused 0\u001b[K\n",
+ "Receiving objects: 100% (266/266), 19.11 MiB | 35.44 MiB/s, done.\n",
+ "Resolving deltas: 100% (123/123), done.\n",
+ "/content/voice-changer/demo\n"
+ ]
+ }
+ ]
+ },
+ {
+ "cell_type": "code",
+ "source": [
+ "!git checkout dev\n"
+ ],
+ "metadata": {
+ "colab": {
+ "base_uri": "https://localhost:8080/"
+ },
+ "id": "CBsogR-zWH4r",
+ "outputId": "f4c9737b-831d-4938-d387-caf07693030e"
+ },
+ "execution_count": 5,
+ "outputs": [
+ {
+ "output_type": "stream",
+ "name": "stdout",
+ "text": [
+ "Branch 'dev' set up to track remote branch 'dev' from 'origin'.\n",
+ "Switched to a new branch 'dev'\n"
+ ]
+ }
+ ]
+ },
+ {
+ "cell_type": "code",
+ "source": [
+ "!mkdir -p ../frontend/dist\n",
+ "!cp -r ../docs/* ../frontend/dist/\n",
+ "!ls ../frontend/dist\n"
+ ],
+ "metadata": {
+ "colab": {
+ "base_uri": "https://localhost:8080/"
+ },
+ "id": "uCEKf3_JNoyq",
+ "outputId": "746e1946-5c3a-49af-df26-d86149f8adb1"
+ },
+ "execution_count": 6,
+ "outputs": [
+ {
+ "output_type": "stream",
+ "name": "stdout",
+ "text": [
+ "assets\t coffee.png index.html index.js.LICENSE.txt\n",
+ "audiolet favicon.ico index.js\n"
+ ]
+ }
+ ]
+ },
+ {
+ "cell_type": "code",
+ "source": [
+ "!cp ../template/setting_colab.json ../frontend/dist/assets/setting.json"
+ ],
+ "metadata": {
+ "id": "Bn4kV8TgXp8i"
+ },
+ "execution_count": 11,
+ "outputs": []
+ },
+ {
+ "cell_type": "code",
+ "source": [
+ "!cat ../frontend/dist/assets/setting.json"
+ ],
+ "metadata": {
+ "colab": {
+ "base_uri": "https://localhost:8080/"
+ },
+ "id": "pjxPsOOaXXTj",
+ "outputId": "1bf85102-87ed-462c-e732-cffb878d95f3"
+ },
+ "execution_count": 12,
+ "outputs": [
+ {
+ "output_type": "stream",
+ "name": "stdout",
+ "text": [
+ "{\n",
+ " \"app_title\": \"voice-changer\",\n",
+ " \"majar_mode\": \"colab\",\n",
+ " \"voice_changer_server_url\": \"http://localhost:8080/test\",\n",
+ " \"sample_rate\": 48000,\n",
+ " \"buffer_size\": 1024,\n",
+ " \"prefix_chunk_size\": 24,\n",
+ " \"chunk_size\": 24,\n",
+ " \"speaker_ids\": [100, 107, 101, 102, 103],\n",
+ " \"speaker_names\": [\"ずんだもん\", \"user\", \"そら\", \"めたん\", \"つぐみ\"],\n",
+ " \"src_id\": 107,\n",
+ " \"dst_id\": 100,\n",
+ " \"vf_enable\": true,\n",
+ " \"voice_changer_mode\": \"realtime\",\n",
+ " \"gpu\": 0,\n",
+ " \"available_gpus\": [-1, 0, 1, 2, 3, 4],\n",
+ " \"avatar\": {\n",
+ " \"motion_capture_face\": true,\n",
+ " \"motion_capture_upperbody\": true,\n",
+ " \"lip_overwrite_with_voice\": true,\n",
+ " \"avatar_url\": \"./assets/vrm/zundamon/zundamon.vrm\",\n",
+ " \"backgournd_image_url\": \"./assets/images/bg_natural_sougen.jpg\",\n",
+ " \"background_color\": \"#0000dd\",\n",
+ " \"chroma_key\": \"#0000dd\",\n",
+ " \"avatar_canvas_size\": [1280, 720],\n",
+ " \"screen_canvas_size\": [1280, 720]\n",
+ " },\n",
+ " \"advance\": {\n",
+ " \"avatar_draw_skip_rate\": 3,\n",
+ " \"screen_draw_skip_rate\": 3,\n",
+ " \"visualizer_draw_skip_rate\": 3,\n",
+ " \"cross_fade_lower_value\": 0.1,\n",
+ " \"cross_fade_overlap_rate\": 0.03\n",
+ " }\n",
+ "}\n"
+ ]
+ }
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "source": [
+ "# 手作業\n",
+ "\n",
+ "・configとモデルをdemoフォルダにコピー\n",
+ "\n",
+ "・docsをfrontendに変更\n",
+ "\n",
+ "・setting.jsonをfrontendにコピー\n"
+ ],
+ "metadata": {
+ "id": "8Na2PbLZSWgZ"
+ }
+ },
+ {
+ "cell_type": "code",
+ "source": [
+ "!apt-get install -y espeak libsndfile1-dev\n",
+ "!pip install flask\n",
+ "!pip install python-socketio\n",
+ "!pip install eventlet\n",
+ "!pip install unidecode\n",
+ "!pip install phonemizer\n",
+ "!pip install retry\n",
+ "!pip install flask\n",
+ "!pip install flask_cors\n"
+ ],
+ "metadata": {
+ "colab": {
+ "base_uri": "https://localhost:8080/"
+ },
+ "id": "LwZAAuqxX7yY",
+ "outputId": "c67b2741-7a1e-448d-abf9-7b8d8f5e3d15"
+ },
+ "execution_count": 13,
+ "outputs": [
+ {
+ "output_type": "stream",
+ "name": "stdout",
+ "text": [
+ "Reading package lists... Done\n",
+ "Building dependency tree \n",
+ "Reading state information... Done\n",
+ "libsndfile1-dev is already the newest version (1.0.28-4ubuntu0.18.04.2).\n",
+ "The following package was automatically installed and is no longer required:\n",
+ " libnvidia-common-460\n",
+ "Use 'apt autoremove' to remove it.\n",
+ "The following additional packages will be installed:\n",
+ " espeak-data libespeak1 libportaudio2 libsonic0\n",
+ "The following NEW packages will be installed:\n",
+ " espeak espeak-data libespeak1 libportaudio2 libsonic0\n",
+ "0 upgraded, 5 newly installed, 0 to remove and 20 not upgraded.\n",
+ "Need to get 1,219 kB of archives.\n",
+ "After this operation, 3,031 kB of additional disk space will be used.\n",
+ "Get:1 http://archive.ubuntu.com/ubuntu bionic/universe amd64 libportaudio2 amd64 19.6.0-1 [64.6 kB]\n",
+ "Get:2 http://archive.ubuntu.com/ubuntu bionic/main amd64 libsonic0 amd64 0.2.0-6 [13.4 kB]\n",
+ "Get:3 http://archive.ubuntu.com/ubuntu bionic/universe amd64 espeak-data amd64 1.48.04+dfsg-5 [934 kB]\n",
+ "Get:4 http://archive.ubuntu.com/ubuntu bionic/universe amd64 libespeak1 amd64 1.48.04+dfsg-5 [145 kB]\n",
+ "Get:5 http://archive.ubuntu.com/ubuntu bionic/universe amd64 espeak amd64 1.48.04+dfsg-5 [61.6 kB]\n",
+ "Fetched 1,219 kB in 1s (1,636 kB/s)\n",
+ "Selecting previously unselected package libportaudio2:amd64.\n",
+ "(Reading database ... 155676 files and directories currently installed.)\n",
+ "Preparing to unpack .../libportaudio2_19.6.0-1_amd64.deb ...\n",
+ "Unpacking libportaudio2:amd64 (19.6.0-1) ...\n",
+ "Selecting previously unselected package libsonic0:amd64.\n",
+ "Preparing to unpack .../libsonic0_0.2.0-6_amd64.deb ...\n",
+ "Unpacking libsonic0:amd64 (0.2.0-6) ...\n",
+ "Selecting previously unselected package espeak-data:amd64.\n",
+ "Preparing to unpack .../espeak-data_1.48.04+dfsg-5_amd64.deb ...\n",
+ "Unpacking espeak-data:amd64 (1.48.04+dfsg-5) ...\n",
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+ "Preparing to unpack .../libespeak1_1.48.04+dfsg-5_amd64.deb ...\n",
+ "Unpacking libespeak1:amd64 (1.48.04+dfsg-5) ...\n",
+ "Selecting previously unselected package espeak.\n",
+ "Preparing to unpack .../espeak_1.48.04+dfsg-5_amd64.deb ...\n",
+ "Unpacking espeak (1.48.04+dfsg-5) ...\n",
+ "Setting up libportaudio2:amd64 (19.6.0-1) ...\n",
+ "Setting up espeak-data:amd64 (1.48.04+dfsg-5) ...\n",
+ "Setting up libsonic0:amd64 (0.2.0-6) ...\n",
+ "Setting up libespeak1:amd64 (1.48.04+dfsg-5) ...\n",
+ "Setting up espeak (1.48.04+dfsg-5) ...\n",
+ "Processing triggers for man-db (2.8.3-2ubuntu0.1) ...\n",
+ "Processing triggers for libc-bin (2.27-3ubuntu1.5) ...\n",
+ "Looking in indexes: https://pypi.org/simple, https://us-python.pkg.dev/colab-wheels/public/simple/\n",
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+ "Collecting python-socketio\n",
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+ "\u001b[?25hInstalling collected packages: python-engineio, bidict, python-socketio\n",
+ "Successfully installed bidict-0.22.0 python-engineio-4.3.4 python-socketio-5.7.1\n",
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+ "Installing collected packages: dnspython, eventlet\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",
+ "Requirement already satisfied: certifi>=2017.4.17 in /usr/local/lib/python3.7/dist-packages (from requests->csvw>=1.5.6->segments->phonemizer) (2022.6.15)\n",
+ "Requirement already satisfied: idna<3,>=2.5 in /usr/local/lib/python3.7/dist-packages (from requests->csvw>=1.5.6->segments->phonemizer) (2.10)\n",
+ "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",
+ "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",
+ "Looking in indexes: https://pypi.org/simple, https://us-python.pkg.dev/colab-wheels/public/simple/\n",
+ "Collecting retry\n",
+ " Downloading retry-0.9.2-py2.py3-none-any.whl (8.0 kB)\n",
+ "Requirement already satisfied: decorator>=3.4.2 in /usr/local/lib/python3.7/dist-packages (from retry) (4.4.2)\n",
+ "Requirement already satisfied: py<2.0.0,>=1.4.26 in /usr/local/lib/python3.7/dist-packages (from retry) (1.11.0)\n",
+ "Installing collected packages: retry\n",
+ "Successfully installed retry-0.9.2\n",
+ "Looking in indexes: https://pypi.org/simple, https://us-python.pkg.dev/colab-wheels/public/simple/\n",
+ "Requirement already satisfied: flask in /usr/local/lib/python3.7/dist-packages (1.1.4)\n",
+ "Requirement already satisfied: itsdangerous<2.0,>=0.24 in /usr/local/lib/python3.7/dist-packages (from flask) (1.1.0)\n",
+ "Requirement already satisfied: Jinja2<3.0,>=2.10.1 in /usr/local/lib/python3.7/dist-packages (from flask) (2.11.3)\n",
+ "Requirement already satisfied: Werkzeug<2.0,>=0.15 in /usr/local/lib/python3.7/dist-packages (from flask) (1.0.1)\n",
+ "Requirement already satisfied: click<8.0,>=5.1 in /usr/local/lib/python3.7/dist-packages (from flask) (7.1.2)\n",
+ "Requirement already satisfied: MarkupSafe>=0.23 in /usr/local/lib/python3.7/dist-packages (from Jinja2<3.0,>=2.10.1->flask) (2.0.1)\n",
+ "Looking in indexes: https://pypi.org/simple, https://us-python.pkg.dev/colab-wheels/public/simple/\n",
+ "Collecting flask_cors\n",
+ " Downloading Flask_Cors-3.0.10-py2.py3-none-any.whl (14 kB)\n",
+ "Requirement already satisfied: Flask>=0.9 in /usr/local/lib/python3.7/dist-packages (from flask_cors) (1.1.4)\n",
+ "Requirement already satisfied: Six in /usr/local/lib/python3.7/dist-packages (from flask_cors) (1.15.0)\n",
+ "Requirement already satisfied: itsdangerous<2.0,>=0.24 in /usr/local/lib/python3.7/dist-packages (from Flask>=0.9->flask_cors) (1.1.0)\n",
+ "Requirement already satisfied: Jinja2<3.0,>=2.10.1 in /usr/local/lib/python3.7/dist-packages (from Flask>=0.9->flask_cors) (2.11.3)\n",
+ "Requirement already satisfied: Werkzeug<2.0,>=0.15 in /usr/local/lib/python3.7/dist-packages (from Flask>=0.9->flask_cors) (1.0.1)\n",
+ "Requirement already satisfied: click<8.0,>=5.1 in /usr/local/lib/python3.7/dist-packages (from Flask>=0.9->flask_cors) (7.1.2)\n",
+ "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": "code",
+ "source": [
+ "get_ipython().system_raw(f'python3 serverFlask.py 8082 {CONFIG} {MODEL} >foo 2>&1 &')"
+ ],
+ "metadata": {
+ "id": "iNOAB7zISI6J"
+ },
+ "execution_count": 14,
+ "outputs": []
+ },
+ {
+ "cell_type": "code",
+ "source": [
+ "!cat foo"
+ ],
+ "metadata": {
+ "colab": {
+ "base_uri": "https://localhost:8080/"
+ },
+ "id": "chu06KpAjEK6",
+ "outputId": "887c2d50-c49f-4a22-f0d0-8a3667511466"
+ },
+ "execution_count": 18,
+ "outputs": [
+ {
+ "output_type": "stream",
+ "name": "stdout",
+ "text": [
+ "[2022-08-31 06:17:58,669] INFO in serverFlask: INITIALIZE MODEL\n",
+ "[2022-08-31 06:18:08,764] INFO in utils: Loaded checkpoint '/content/drive/MyDrive/VoiceChanger/G_326000.pth' (iteration 1136)\n"
+ ]
+ }
+ ]
+ },
+ {
+ "cell_type": "code",
+ "source": [
+ "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": "abf57f92-5cb6-4325-b64a-095d42f561d5"
+ },
+ "execution_count": 27,
+ "outputs": [
+ {
+ "output_type": "display_data",
+ "data": {
+ "text/plain": [
+ ""
+ ],
+ "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": [
+ "! ls ../frontend/dist/index.html"
+ ],
+ "metadata": {
+ "id": "DKWni4moSyzO",
+ "colab": {
+ "base_uri": "https://localhost:8080/"
+ },
+ "outputId": "b5635a1e-6ac6-41db-a706-dc3e5fb866a5"
+ },
+ "execution_count": 23,
+ "outputs": [
+ {
+ "output_type": "stream",
+ "name": "stdout",
+ "text": [
+ "../frontend/dist/index.html\n"
+ ]
+ }
+ ]
+ },
+ {
+ "cell_type": "code",
+ "source": [],
+ "metadata": {
+ "id": "3hwJmseXZhJY"
+ },
+ "execution_count": null,
+ "outputs": []
+ }
+ ]
+}
\ No newline at end of file