mirror of
https://github.com/w-okada/voice-changer.git
synced 2025-02-09 03:37:51 +03:00
244 lines
11 KiB
Plaintext
244 lines
11 KiB
Plaintext
{
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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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"colab_type": "text",
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"id": "view-in-github"
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},
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"source": [
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"<a href=\"https://www.kaggle.com/code/rafacasari/wokada-voice-changer\" target=\"_parent\"><img src=\"https://img.shields.io/badge/Open%20In%20Kaggle-035a7d?style=for-the-badge&logo=kaggle&logoColor=white\" 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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"metadata": {
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"id": "Lbbmx_Vjl0zo"
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},
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"source": [
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"### [w-okada's Voice Changer](https://github.com/w-okada/voice-changer) | **Kaggle**\n",
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"\n",
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"---\n",
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"\n",
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"## **⬇ VERY IMPORTANT ⬇**\n",
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"\n",
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"You can use the following settings for better results:\n",
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"\n",
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"If you're using a index: `f0: RMVPE_ONNX | Chunk: 112 or higher | Extra: 8192`<br>\n",
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"If you're not using a index: `f0: RMVPE_ONNX | Chunk: 96 or higher | Extra: 16384`<br>\n",
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"**Don't forget to select a GPU in the GPU field, <b>NEVER</b> use CPU!\n",
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"> Seems that PTH models performance better than ONNX for now, you can still try ONNX models and see if it satisfies you\n",
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"\n",
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"\n",
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"*You can always [click here](https://github.com/YunaOneeChan/Voice-Changer-Settings) to check if these settings are up-to-date*\n",
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"\n",
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"---\n",
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"**Credits**<br>\n",
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"Realtime Voice Changer by [w-okada](https://github.com/w-okada)<br>\n",
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"Notebook files updated by [rafacasari](https://github.com/Rafacasari)<br>\n",
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"Recommended settings by [YunaOneeChan](https://github.com/YunaOneeChan)\n",
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"\n",
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"**Need help?** [AI Hub Discord](https://discord.gg/aihub) » ***#help-realtime-vc***\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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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"# Kaggle Tutorial\n",
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"Running this notebook can be a bit complicated.\\\n",
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"After created your Kaggle account, you'll need to **verify your phone number** to be able to use Internet Connection and GPUs.\\\n",
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"Follow the instructions on the image below.\n",
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"\n",
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"## <font color=blue>*You can use <b>GPU P100</b> instead of GPU T4, some people are telling that <b>P100 is better</b>.*</font>\n",
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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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"metadata": {},
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"source": [
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"# Clone repository and install dependencies\n",
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"This first step will download the latest version of Voice Changer and install the dependencies. **It will take some time to complete.**"
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"metadata": {
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"_kg_hide-output": false,
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"cellView": "form",
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"execution": {
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"iopub.execute_input": "2023-09-14T04:01:17.308682Z",
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"iopub.status.busy": "2023-09-14T04:01:17.308284Z",
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"iopub.status.idle": "2023-09-14T04:08:08.475375Z",
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"shell.execute_reply": "2023-09-14T04:08:08.473827Z",
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"shell.execute_reply.started": "2023-09-14T04:01:17.308652Z"
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},
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"id": "86wTFmqsNMnD",
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"trusted": true
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},
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"outputs": [],
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"source": [
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"# This will make that we're on the right folder before installing\n",
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"%cd /kaggle/working/\n",
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"\n",
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"!pip install colorama --quiet\n",
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"from colorama import Fore, Style\n",
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"import os\n",
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"\n",
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"print(f\"{Fore.CYAN}> Cloning the repository...{Style.RESET_ALL}\")\n",
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"!git clone https://github.com/w-okada/voice-changer.git --quiet\n",
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"print(f\"{Fore.GREEN}> Successfully cloned the repository!{Style.RESET_ALL}\")\n",
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"%cd voice-changer/server/\n",
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"\n",
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"print(f\"{Fore.CYAN}> Installing libportaudio2...{Style.RESET_ALL}\")\n",
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"!apt-get -y install libportaudio2 -qq\n",
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"\n",
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"print(f\"{Fore.CYAN}> Installing pre-dependencies...{Style.RESET_ALL}\")\n",
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"# Install dependencies that are missing from requirements.txt and pyngrok\n",
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"!pip install faiss-gpu fairseq pyngrok --quiet\n",
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"!pip install pyworld --no-build-isolation --quiet\n",
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"print(f\"{Fore.CYAN}> Installing dependencies from requirements.txt...{Style.RESET_ALL}\")\n",
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"!pip install -r requirements.txt --quiet\n",
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"\n",
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"# Download the default settings ^-^\n",
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"if not os.path.exists(\"/kaggle/working/voice-changer/server/stored_setting.json\"):\n",
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" !wget -q https://gist.githubusercontent.com/Rafacasari/d820d945497a01112e1a9ba331cbad4f/raw/8e0a426c22688b05dd9c541648bceab27e422dd6/kaggle_setting.json -O /kaggle/working/voice-changer/server/stored_setting.json\n",
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"print(f\"{Fore.GREEN}> Successfully installed all packages!{Style.RESET_ALL}\")\n",
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"\n",
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"print(f\"{Fore.GREEN}> You can safely ignore the dependency conflict errors, it's a error from Kaggle and don't interfer on Voice Changer!{Style.RESET_ALL}\")"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"# Start Server **using ngrok**\n",
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"This cell will start the server, the first time that you run it will download the models, so it can take a while (~1-2 minutes)\n",
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"\n",
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"---\n",
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"You'll need a ngrok account, but <font color=green>**it's free**</font> and easy to create!\n",
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"---\n",
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"**1** - Create a **free** account at [ngrok](https://dashboard.ngrok.com/signup)\\\n",
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"**2** - If you didn't logged in with Google or Github, you will need to **verify your e-mail**!\\\n",
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"**3** - Click [this link](https://dashboard.ngrok.com/get-started/your-authtoken) to get your auth token, and replace **YOUR_TOKEN_HERE** with your token.\\\n",
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"**4** - *(optional)* Change to a region near to you"
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"metadata": {
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"_kg_hide-input": false,
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"cellView": "form",
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"id": "lLWQuUd7WW9U",
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"scrolled": true,
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"trusted": true
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},
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"outputs": [],
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"source": [
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"# ---------------------------------\n",
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"# SETTINGS\n",
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"# ---------------------------------\n",
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"\n",
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"Token = '2Tn2hbfLtw2ii6DHEJy7SsM1BjI_21G14MXSwz7qZSDL2Dv3B'\n",
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"ClearConsole = True # Clear console after initialization. Set to False if you are having some error, then you will be able to report it.\n",
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"Region = \"sa\" # Read the instructions below\n",
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"\n",
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"# You can change the region for a better latency, use only the abbreviation\n",
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"# Choose between this options:\n",
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"# us -> United States (Ohio)\n",
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"# ap -> Asia/Pacific (Singapore)\n",
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"# au -> Australia (Sydney)\n",
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"# eu -> Europe (Frankfurt)\n",
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"# in -> India (Mumbai)\n",
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"# jp -> Japan (Tokyo)\n",
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"# sa -> South America (Sao Paulo)\n",
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"\n",
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"# ---------------------------------\n",
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"# DO NOT TOUCH ANYTHING DOWN BELOW!\n",
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"# ---------------------------------\n",
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"\n",
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"%cd /kaggle/working/voice-changer/server\n",
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"\n",
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"from pyngrok import conf, ngrok\n",
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"MyConfig = conf.PyngrokConfig()\n",
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"MyConfig.auth_token = Token\n",
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"MyConfig.region = Region\n",
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"#conf.get_default().authtoken = Token\n",
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"#conf.get_default().region = Region\n",
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"conf.set_default(MyConfig);\n",
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"\n",
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"import subprocess, threading, time, socket, urllib.request\n",
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"PORT = 8000\n",
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"\n",
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"from pyngrok import ngrok\n",
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"ngrokConnection = ngrok.connect(PORT)\n",
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"public_url = ngrokConnection.public_url\n",
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"\n",
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"from IPython.display import clear_output\n",
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"\n",
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"def wait_for_server():\n",
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" while True:\n",
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" time.sleep(0.5)\n",
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" sock = socket.socket(socket.AF_INET, socket.SOCK_STREAM)\n",
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" result = sock.connect_ex(('127.0.0.1', PORT))\n",
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" if result == 0:\n",
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" break\n",
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" sock.close()\n",
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" if ClearConsole:\n",
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" clear_output()\n",
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" print(\"--------- SERVER READY! ---------\")\n",
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" print(\"Your server is available at:\")\n",
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" print(public_url)\n",
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" print(\"---------------------------------\")\n",
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"\n",
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"threading.Thread(target=wait_for_server, daemon=True).start()\n",
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"\n",
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"!python3 MMVCServerSIO.py \\\n",
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" -p {PORT} \\\n",
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" --https False \\\n",
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" --content_vec_500 pretrain/checkpoint_best_legacy_500.pt \\\n",
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" --content_vec_500_onnx pretrain/content_vec_500.onnx \\\n",
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" --content_vec_500_onnx_on true \\\n",
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" --hubert_base pretrain/hubert_base.pt \\\n",
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" --hubert_base_jp pretrain/rinna_hubert_base_jp.pt \\\n",
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" --hubert_soft pretrain/hubert/hubert-soft-0d54a1f4.pt \\\n",
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" --nsf_hifigan pretrain/nsf_hifigan/model \\\n",
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" --crepe_onnx_full pretrain/crepe_onnx_full.onnx \\\n",
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" --crepe_onnx_tiny pretrain/crepe_onnx_tiny.onnx \\\n",
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" --rmvpe pretrain/rmvpe.pt \\\n",
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" --model_dir model_dir \\\n",
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" --samples samples.json \\\n",
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" --allowed-origins \"*\"\n",
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"\n",
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"ngrok.disconnect(ngrokConnection.public_url)"
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]
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}
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],
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"metadata": {
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"kernelspec": {
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"display_name": "Python 3",
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"language": "python",
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"name": "python3"
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},
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"language_info": {
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"codemirror_mode": {
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"name": "ipython",
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"version": 3
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},
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"file_extension": ".py",
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"mimetype": "text/x-python",
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"name": "python",
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"nbconvert_exporter": "python",
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"pygments_lexer": "ipython3",
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"version": "3.10.12"
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}
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},
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"nbformat": 4,
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"nbformat_minor": 4
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}
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