{ "nbformat": 4, "nbformat_minor": 0, "metadata": { "colab": { "name": "VoiceChangerDemo", "provenance": [], "collapsed_sections": [], "authorship_tag": "ABX9TyMGicNQLwe01+RypHQi293k", "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" ] }, { "cell_type": "code", "source": [ "# Voice Changer Demo\n", "このノートはVoice Changer" ], "metadata": { "id": "3oW_LGv-lL_d" }, "execution_count": null, "outputs": [] }, { "cell_type": "markdown", "source": [], "metadata": { "id": "57p7pA1Qb5wa" } }, { "cell_type": "code", "source": [ "!nvidia-smi" ], "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "vV1t7PBRm-o6", "outputId": "d796c25d-c3f7-4977-cd26-7c724c72e178" }, "execution_count": 1, "outputs": [ { "output_type": "stream", "name": "stdout", "text": [ "Wed Aug 31 06:26:38 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 58C P8 10W / 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": null, "metadata": { "id": "2wxD-gRSMU5R" }, "outputs": [], "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": null, "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": null, "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": null, "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": null, "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": null, "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": null, "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", "Selecting previously unselected package libespeak1:amd64.\n", "Preparing to unpack .../libespeak1_1.48.04+dfsg-5_amd64.deb ...\n", "Unpacking libespeak1:amd64 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"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 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"get_ipython().system_raw(f'python3 serverFlask.py 8082 {CONFIG} {MODEL} >foo 2>&1 &')" ], "metadata": { "id": "iNOAB7zISI6J" }, "execution_count": null, "outputs": [] }, { "cell_type": "code", "source": [ "!cat foo" ], "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "chu06KpAjEK6", "outputId": "887c2d50-c49f-4a22-f0d0-8a3667511466" }, "execution_count": null, "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": null, "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": null, "outputs": [ { "output_type": "stream", "name": "stdout", "text": [ "../frontend/dist/index.html\n" ] } ] }, { "cell_type": "code", "source": [], "metadata": { "id": "3hwJmseXZhJY" }, "execution_count": null, "outputs": [] } ] }