mirror of
https://github.com/w-okada/voice-changer.git
synced 2025-01-23 13:35:12 +03:00
334 lines
12 KiB
Plaintext
334 lines
12 KiB
Plaintext
{
|
||
"nbformat": 4,
|
||
"nbformat_minor": 0,
|
||
"metadata": {
|
||
"colab": {
|
||
"provenance": [],
|
||
"include_colab_link": true
|
||
},
|
||
"kernelspec": {
|
||
"name": "python3",
|
||
"display_name": "Python 3"
|
||
},
|
||
"language_info": {
|
||
"name": "python"
|
||
},
|
||
"gpuClass": "standard",
|
||
"accelerator": "GPU"
|
||
},
|
||
"cells": [
|
||
{
|
||
"cell_type": "markdown",
|
||
"metadata": {
|
||
"id": "view-in-github",
|
||
"colab_type": "text"
|
||
},
|
||
"source": [
|
||
"<a href=\"https://colab.research.google.com/github/w-okada/voice-changer/blob/dev/MMVCTrainerFrontendDemo.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "markdown",
|
||
"source": [
|
||
"Voice Changer Simple (デモ版)\n",
|
||
"---\n",
|
||
"\n",
|
||
"このノートはVoice ChangerをColab上で動かすデモ版です。\n",
|
||
"\n",
|
||
"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",
|
||
"\n",
|
||
"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",
|
||
"\n",
|
||
"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"
|
||
],
|
||
"metadata": {
|
||
"id": "Lbbmx_Vjl0zo"
|
||
}
|
||
},
|
||
{
|
||
"cell_type": "markdown",
|
||
"source": [
|
||
"# GPUを確認\n",
|
||
"GPUを用いたほうが高速に処理が行えます。\n",
|
||
"\n",
|
||
"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",
|
||
"\n",
|
||
"「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",
|
||
"\n",
|
||
"でGPUを選択してください。"
|
||
],
|
||
"metadata": {
|
||
"id": "oUKi1NYMmXrr"
|
||
}
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"source": [
|
||
"# (1) GPUの確認\n",
|
||
"!nvidia-smi"
|
||
],
|
||
"metadata": {
|
||
"colab": {
|
||
"base_uri": "https://localhost:8080/"
|
||
},
|
||
"id": "vV1t7PBRm-o6",
|
||
"outputId": "4f159c80-8114-4732-f5af-0856f7b5c39a"
|
||
},
|
||
"execution_count": 1,
|
||
"outputs": [
|
||
{
|
||
"output_type": "stream",
|
||
"name": "stdout",
|
||
"text": [
|
||
"Sat Dec 10 23:45:44 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 70C P0 31W / 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": "markdown",
|
||
"source": [
|
||
"# リポジトリのクローン\n",
|
||
"リポジトリをクローンします"
|
||
],
|
||
"metadata": {
|
||
"id": "sLBfykjBnjWc"
|
||
}
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"source": [
|
||
"# (2) リポジトリのクローン\n",
|
||
"!git clone --depth 1 https://github.com/w-okada/voice-changer.git -b dev\n",
|
||
"%cd voice-changer/demo/\n",
|
||
"\n",
|
||
"!cp ../template/setting_mmvc_colab.json ../frontend/dist/assets/setting.json"
|
||
],
|
||
"metadata": {
|
||
"colab": {
|
||
"base_uri": "https://localhost:8080/"
|
||
},
|
||
"id": "86wTFmqsNMnD",
|
||
"outputId": "3f84319c-0365-442a-fa3a-0a8aea701926"
|
||
},
|
||
"execution_count": 2,
|
||
"outputs": [
|
||
{
|
||
"output_type": "stream",
|
||
"name": "stdout",
|
||
"text": [
|
||
"Cloning into 'voice-changer'...\n",
|
||
"remote: Enumerating objects: 1029, done.\u001b[K\n",
|
||
"remote: Counting objects: 100% (1029/1029), done.\u001b[K\n",
|
||
"remote: Compressing objects: 100% (919/919), done.\u001b[K\n",
|
||
"remote: Total 1029 (delta 21), reused 979 (delta 10), pack-reused 0\u001b[K\n",
|
||
"Receiving objects: 100% (1029/1029), 71.87 MiB | 26.18 MiB/s, done.\n",
|
||
"Resolving deltas: 100% (21/21), done.\n",
|
||
"/content/voice-changer/demo\n"
|
||
]
|
||
}
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "markdown",
|
||
"source": [
|
||
"# モジュールのインストール\n",
|
||
"\n",
|
||
"必要なモジュールをインストールします。"
|
||
],
|
||
"metadata": {
|
||
"id": "8Na2PbLZSWgZ"
|
||
}
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"source": [
|
||
"# (3) 設定ファイルの確認\n",
|
||
"!apt-get install -y espeak libsndfile1-dev &> /dev/null\n",
|
||
"!pip install unidecode &> /dev/null\n",
|
||
"!pip install phonemizer &> /dev/null\n",
|
||
"!pip install retry &> /dev/null\n",
|
||
"!pip install python-socketio &> /dev/null\n",
|
||
"!pip install fastapi &> /dev/null\n",
|
||
"!pip install python-multipart &> /dev/null\n",
|
||
"!pip install uvicorn &> /dev/null\n",
|
||
"!pip install websockets &> /dev/null\n",
|
||
"!pip install pyOpenSSL &> /dev/null\n",
|
||
"!pip install pyopenjtalk==0.2.0 &> /dev/null\n",
|
||
"\n",
|
||
"%cd MMVC_Trainer/monotonic_align/\n",
|
||
"!python setup.py build_ext --inplace\n",
|
||
"%cd ../../"
|
||
],
|
||
"metadata": {
|
||
"id": "LwZAAuqxX7yY",
|
||
"outputId": "61526e29-97d9-4975-e921-4ca9ae5a153f",
|
||
"colab": {
|
||
"base_uri": "https://localhost:8080/"
|
||
}
|
||
},
|
||
"execution_count": 3,
|
||
"outputs": [
|
||
{
|
||
"output_type": "stream",
|
||
"name": "stdout",
|
||
"text": [
|
||
"/content/voice-changer/demo/MMVC_Trainer/monotonic_align\n",
|
||
"running build_ext\n",
|
||
"building 'monotonic_align.core' extension\n",
|
||
"creating build\n",
|
||
"creating build/temp.linux-x86_64-3.8\n",
|
||
"x86_64-linux-gnu-gcc -pthread -Wno-unused-result -Wsign-compare -DNDEBUG -g -fwrapv -O2 -Wall -g -fstack-protector-strong -Wformat -Werror=format-security -g -fwrapv -O2 -g -fstack-protector-strong -Wformat -Werror=format-security -Wdate-time -D_FORTIFY_SOURCE=2 -fPIC -I/usr/local/lib/python3.8/dist-packages/numpy/core/include -I/usr/include/python3.8 -c core.c -o build/temp.linux-x86_64-3.8/core.o\n",
|
||
"x86_64-linux-gnu-gcc -pthread -shared -Wl,-O1 -Wl,-Bsymbolic-functions -Wl,-Bsymbolic-functions -g -fwrapv -O2 -Wl,-Bsymbolic-functions -g -fwrapv -O2 -g -fstack-protector-strong -Wformat -Werror=format-security -Wdate-time -D_FORTIFY_SOURCE=2 build/temp.linux-x86_64-3.8/core.o -o /content/voice-changer/demo/MMVC_Trainer/monotonic_align/monotonic_align/core.cpython-38-x86_64-linux-gnu.so\n",
|
||
"/content/voice-changer/demo\n"
|
||
]
|
||
}
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "markdown",
|
||
"source": [
|
||
"# サーバの起動\n",
|
||
"\n",
|
||
"サーバを起動します。(4-1)\n",
|
||
"\n",
|
||
"サーバの起動状況を確認します。(4-2) \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",
|
||
"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",
|
||
"**`DEBUG:asyncio:Using selector: EpollSelector`**\n",
|
||
"\n",
|
||
"```\n",
|
||
" Phase name:__main__\n",
|
||
" PHASE3:__main__\n",
|
||
" PHASE1:__main__\n",
|
||
"Start MMVC SocketIO Server\n",
|
||
" CONFIG:None, MODEL:None\n",
|
||
"DEBUG:asyncio:Using selector: EpollSelector\n",
|
||
"```\n",
|
||
"\n"
|
||
],
|
||
"metadata": {
|
||
"id": "-_2OcN9Borke"
|
||
}
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"source": [
|
||
"# (4-1) サーバの起動\n",
|
||
"import random\n",
|
||
"PORT = 10000 + random.randint(1, 9999)\n",
|
||
"LOG_FILE = f\"LOG_FILE_{PORT}\"\n",
|
||
"\n",
|
||
"get_ipython().system_raw(f'python3 MMVCServerSIO.py -p {PORT} --colab True >{LOG_FILE} 2>&1 &')\n",
|
||
"#print(f\"PORT:{PORT}, LOG_FILE:{LOG_FILE}\")"
|
||
],
|
||
"metadata": {
|
||
"id": "G-nMdPxEW1rc"
|
||
},
|
||
"execution_count": 4,
|
||
"outputs": []
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"source": [
|
||
"# (4-2) サーバの起動確認\n",
|
||
"!sleep 5\n",
|
||
"!tail -20 {LOG_FILE}"
|
||
],
|
||
"metadata": {
|
||
"colab": {
|
||
"base_uri": "https://localhost:8080/"
|
||
},
|
||
"id": "chu06KpAjEK6",
|
||
"outputId": "51b4979c-91b7-4c95-eb4b-40ea001042a9"
|
||
},
|
||
"execution_count": 6,
|
||
"outputs": [
|
||
{
|
||
"output_type": "stream",
|
||
"name": "stdout",
|
||
"text": [
|
||
"\u001b[32m Phase name:__main__\u001b[0m\n",
|
||
"\u001b[32m PHASE3:__main__\u001b[0m\n",
|
||
"\u001b[32m PHASE1:__main__\u001b[0m\n",
|
||
"\u001b[17mStart MMVC SocketIO Server\u001b[0m\n",
|
||
"\u001b[34m CONFIG:None, MODEL:None\u001b[0m\n",
|
||
"DEBUG:asyncio:Using selector: EpollSelector\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": [
|
||
"# (5) プロキシを起動\n",
|
||
"from google.colab.output import eval_js\n",
|
||
"proxy = eval_js( \"google.colab.kernel.proxyPort(\" + str(PORT) + \")\" )\n",
|
||
"print(f\"{proxy}trainer/\")"
|
||
],
|
||
"metadata": {
|
||
"id": "nkRjZm95l87C",
|
||
"colab": {
|
||
"base_uri": "https://localhost:8080/",
|
||
"height": 34
|
||
},
|
||
"outputId": "bcca9fae-642c-42f6-f3a5-a8bb0789090f"
|
||
},
|
||
"execution_count": 7,
|
||
"outputs": [
|
||
{
|
||
"output_type": "stream",
|
||
"name": "stdout",
|
||
"text": [
|
||
"https://vljlzcgk39q-496ff2e9c6d22116-17357-colab.googleusercontent.com/trainer/\n"
|
||
]
|
||
}
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"source": [],
|
||
"metadata": {
|
||
"id": "s1aWiBg-cTle"
|
||
},
|
||
"execution_count": null,
|
||
"outputs": []
|
||
}
|
||
]
|
||
} |