Kaggle Notebook | Voice Changer (Public) | Version 12

Kaggle_RealtimeVoiceChanger.ipynb

@@ -1 +1 @@
-{"metadata":{"kernelspec":{"display_name":"Python 3","language":"python","name":"python3"},"language_info":{"codemirror_mode":{"name":"ipython","version":3},"file_extension":".py","mimetype":"text/x-python","name":"python","nbconvert_exporter":"python","pygments_lexer":"ipython3","version":"3.10.12"}},"nbformat_minor":4,"nbformat":4,"cells":[{"source":"<a href=\"https://www.kaggle.com/code/suneku/voice-changer-public?scriptVersionId=191573360\" target=\"_blank\"><img align=\"left\" alt=\"Kaggle\" title=\"Open in Kaggle\" src=\"https://kaggle.com/static/images/open-in-kaggle.svg\"></a>","metadata":{},"cell_type":"markdown"},{"cell_type":"markdown","source":"### [w-okada's Voice Changer](https://github.com/deiteris/voice-changer) | **Kaggle**\n\n---\n\n## **⬇ VERY IMPORTANT ⬇**\n\nYou can use the following settings for optimal results:\n\nBest performance: `f0: fcpe | Chunk: 56.0ms or higher | Extra: 2.7s`<br>\nBest quality: `f0: rmvpe | Chunk: 64.0ms or higher | Extra: 5s`<br>\n**Don't forget to select a GPU in the GPU field, <b>NEVER</b> use CPU!\n\nYou can tune `Chunk` for lower/higher delay and `Extra` for better quality.\n\n---\n**Credits**<br>\nRealtime Voice Changer by [w-okada](https://github.com/w-okada)<br>\nOriginal instructions by [Hina](https://github.com/HinaBl)<br>\n\n**Need help?** [AI Hub Discord](https://discord.gg/aihub) » ***#help-realtime-vc***\n\n---","metadata":{"id":"Lbbmx_Vjl0zo"}},{"cell_type":"markdown","source":"# Kaggle Tutorial\nRunning this notebook can be a bit complicated.\\\nAfter created your Kaggle account, you'll need to **verify your phone number** to be able to use Internet Connection and GPUs.\n\nFollow the instructions on the image below and don't forget to set **PERSISTENCE** to **Files only**.\n\n![instructions.png](https://i.imgur.com/0NutkD8.png)","metadata":{}},{"cell_type":"markdown","source":"# Clone repository and install dependencies\nThis first step will download the latest version of Voice Changer and install the dependencies. **It will take some time to complete.**","metadata":{}},{"cell_type":"code","source":"# This will make that we're on the right folder before installing\n%cd /kaggle/working/\n\n# To workaround an issue with METADATA not found for aiohttp\n# !conda install -y aiohttp\n!pip install colorama python-dotenv pyngrok --quiet\n\nfrom colorama import Fore, Style\nimport requests, os\n\nprint(f\"{Fore.CYAN}> Downloading prebuilt executable...{Style.RESET_ALL}\")\n\ndef download_and_unpack(assets: list[dict]):\n    for asset in assets:\n        if not asset['name'].startswith('voice-changer-linux-amd64-cuda.tar.gz'):\n            continue\n        download_url = asset['browser_download_url']\n        !wget -q --show-progress {download_url}\n\n    print(f\"{Fore.GREEN}> Unpacking...{Style.RESET_ALL}\")\n    !cat voice-changer-linux-amd64-cuda.tar.gz.* | tar xzf -\n    print(f\"{Fore.GREEN}> Finished unpacking!{Style.RESET_ALL}\")\n    !rm -rf voice-changer-linux-amd64-cuda.tar.gz.*\n\n    !mv /kaggle/working/MMVCServerSIO/MMVCServerSIO /kaggle/working/MMVCServerSIO/VoiceChanger\n\ndef get_local_version(base: str) -> str:\n    local_version = !cat {base}/_internal/version.txt\n    return local_version[0].strip()\n\nres = requests.get('https://api.github.com/repos/deiteris/voice-changer/releases/latest')\nrelease_info = res.json()\n\nremote_version = release_info['tag_name']\n# Check and upgrade\nif os.path.exists('MMVCServerSIO'):\n    local_version = get_local_version(\"/kaggle/working/MMVCServerSIO\")\n    if remote_version != local_version:\n        print(f\"{Fore.CYAN}> Found new version. Current version {local_version}, remote version {remote_version}. Upgrading...{Style.RESET_ALL}\")\n        !rm -rf /kaggle/working/MMVCServerSIO/_internal /kaggle/working/MMVCServerSIO/VoiceChanger /kaggle/working/MMVCServerSIO/MMVCServerSIO\n        download_and_unpack(release_info['assets'])\n    else:\n        print(f\"{Fore.CYAN}> Current version {local_version} is the latest. Skipping download.{Style.RESET_ALL}\")\nelse:\n    print(f\"{Fore.CYAN}> Downloading and installing version {remote_version}.{Style.RESET_ALL}\")\n    download_and_unpack(release_info['assets'])\n\n%cd MMVCServerSIO\n\nprint(f\"{Fore.CYAN}> Installing libportaudio2...{Style.RESET_ALL}\")\n!apt-get -y install libportaudio2 -qq\nprint(f\"{Fore.CYAN}> Done! Proceed with the next steps.{Style.RESET_ALL}\")","metadata":{"_kg_hide-output":false,"cellView":"form","execution":{"iopub.execute_input":"2023-09-14T04:01:17.308682Z","iopub.status.busy":"2023-09-14T04:01:17.308284Z","iopub.status.idle":"2023-09-14T04:08:08.475375Z","shell.execute_reply":"2023-09-14T04:08:08.473827Z","shell.execute_reply.started":"2023-09-14T04:01:17.308652Z"},"id":"86wTFmqsNMnD","trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"# Migrate the data\n\nThis cell will migrate your models from old version to new version (if present).","metadata":{}},{"cell_type":"code","source":"# Migrate old data to new version and delete old version\nif os.path.exists(\"/kaggle/working/Hmod\"):\n    !mv /kaggle/working/Hmod/server/model_dir /kaggle/working/MMVCServerSIO/model_dir\n    !mv /kaggle/working/Hmod/server/pretrain /kaggle/working/MMVCServerSIO/pretrain\n    !rm -rf /kaggle/working/Hmod","metadata":{},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"# Configure the server\n\nThis cell will apply necessary configuration to the server.","metadata":{}},{"cell_type":"code","source":"%cd /kaggle/working/MMVCServerSIO\n\nfrom dotenv import set_key\n\nset_key('.env', \"SAMPLE_MODE\", \"\")\n\nReady = True","metadata":{},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"# Start Server **using ngrok**\nThis 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\n---\nYou'll need a ngrok account, but <font color=green>**it's free**</font> and easy to create!\n---\n**1** - Create a **free** account at [ngrok](https://dashboard.ngrok.com/signup)\\\n**2** - If you didn't logged in with Google or Github, you will need to **verify your e-mail**!\\\n**3** - Click [this link](https://dashboard.ngrok.com/get-started/your-authtoken) to get your auth token, and replace **TOKEN_HERE** with your token.\\\n**4** - *(optional)* Change to a region near to you","metadata":{}},{"cell_type":"code","source":"Token = 'TOKEN_HERE'\nRegion = \"eu\" # Read the instructions below\nClearConsole = True\n\n# You can change the region for a better latency, use only the abbreviation\n# Choose between this options:\n# us -> United States (Ohio)\n# ap -> Asia/Pacific (Singapore)\n# au -> Australia (Sydney)\n# eu -> Europe (Frankfurt)\n# in -> India (Mumbai)\n# jp -> Japan (Tokyo)\n# sa -> South America (Sao Paulo)\n\n# ---------------------------------\n# DO NOT TOUCH ANYTHING DOWN BELOW!\n\n%cd /kaggle/working/MMVCServerSIO\n\nif not globals().get('Ready', False):\n    print(\"Go back and run first and second cells.\")\nelse:\n    from pyngrok import conf, ngrok\n    MyConfig = conf.PyngrokConfig()\n    MyConfig.auth_token = Token\n    MyConfig.region = Region[0:2]\n    conf.get_default().authtoken = Token\n    conf.get_default().region = Region\n    conf.set_default(MyConfig);\n\n    import threading, time, socket\n    PORT = 18888\n\n    import json\n    from pyngrok import ngrok\n    from IPython.display import clear_output\n\n    ngrokConnection = ngrok.connect(PORT)\n    public_url = ngrokConnection.public_url\n    set_key('.env', \"ALLOWED_ORIGINS\", json.dumps([public_url]))\n\n    def wait_for_server():\n        while True:\n            time.sleep(0.5)\n            sock = socket.socket(socket.AF_INET, socket.SOCK_STREAM)\n            result = sock.connect_ex(('127.0.0.1', PORT))\n            if result == 0:\n                break\n            sock.close()\n        if ClearConsole:\n            clear_output()\n        print(\"--------- SERVER READY! ---------\")\n        print(\"Your server is available at:\")\n        print(public_url)\n        print(\"---------------------------------\")\n\n    threading.Thread(target=wait_for_server, daemon=True).start()\n\n    !./VoiceChanger\n\n    ngrok.disconnect(ngrokConnection.public_url)","metadata":{"_kg_hide-input":false,"cellView":"form","id":"lLWQuUd7WW9U","scrolled":true,"trusted":true},"execution_count":null,"outputs":[]}]}
+{"metadata":{"kernelspec":{"display_name":"Python 3","language":"python","name":"python3"},"language_info":{"codemirror_mode":{"name":"ipython","version":3},"file_extension":".py","mimetype":"text/x-python","name":"python","nbconvert_exporter":"python","pygments_lexer":"ipython3","version":"3.10.12"},"kaggle":{"accelerator":"none","dataSources":[],"isInternetEnabled":true,"language":"python","sourceType":"notebook","isGpuEnabled":false}},"nbformat_minor":4,"nbformat":4,"cells":[{"source":"<a href=\"https://www.kaggle.com/code/suneku/voice-changer-public?scriptVersionId=192894928\" target=\"_blank\"><img align=\"left\" alt=\"Kaggle\" title=\"Open in Kaggle\" src=\"https://kaggle.com/static/images/open-in-kaggle.svg\"></a>","metadata":{},"cell_type":"markdown"},{"cell_type":"markdown","source":"### [w-okada's Voice Changer](https://github.com/deiteris/voice-changer) | **Kaggle**\n\n---\n\n## **⬇ VERY IMPORTANT ⬇**\n\nYou can use the following settings for optimal results:\n\nBest performance: `f0: fcpe | Chunk: 56.0ms or higher | Extra: 2.7s`<br>\nBest quality: `f0: rmvpe | Chunk: 64.0ms or higher | Extra: 5s`<br>\n**Don't forget to select a GPU in the GPU field, <b>NEVER</b> use CPU!\n\nYou can tune `Chunk` for lower/higher delay and `Extra` for better quality.\n\n---\n**Credits**<br>\nRealtime Voice Changer by [w-okada](https://github.com/w-okada)<br>\nOriginal instructions by [Hina](https://github.com/HinaBl)<br>\n\n**Need help?** [AI Hub Discord](https://discord.gg/aihub) » ***#help-realtime-vc***\n\n---","metadata":{"id":"Lbbmx_Vjl0zo"}},{"cell_type":"markdown","source":"# Kaggle Tutorial\nRunning this notebook can be a bit complicated.\\\nAfter created your Kaggle account, you'll need to **verify your phone number** to be able to use Internet Connection and GPUs.\n\nFollow the instructions on the image below and don't forget to set **PERSISTENCE** to **Files only**.\n\n![instructions.png](https://i.imgur.com/0NutkD8.png)","metadata":{}},{"cell_type":"markdown","source":"# Clone repository and install dependencies\nThis first step will download the latest version of Voice Changer and install the dependencies. **It will take some time to complete.**","metadata":{}},{"cell_type":"code","source":"# This will make that we're on the right folder before installing\n%cd /kaggle/working/\n\n# To workaround an issue with METADATA not found for aiohttp\n# !conda install -y aiohttp\n!pip install colorama python-dotenv pyngrok --quiet\n\nfrom colorama import Fore, Style\nimport requests, os\n\nprint(f\"{Fore.CYAN}> Downloading prebuilt executable...{Style.RESET_ALL}\")\n\ndef download_and_unpack(assets: list[dict]):\n    for asset in assets:\n        if not asset['name'].startswith('voice-changer-linux-amd64-cuda.tar.gz'):\n            continue\n        download_url = asset['browser_download_url']\n        !wget -q --show-progress {download_url}\n\n    print(f\"{Fore.GREEN}> Unpacking...{Style.RESET_ALL}\")\n    !cat voice-changer-linux-amd64-cuda.tar.gz.* | tar xzf -\n    print(f\"{Fore.GREEN}> Finished unpacking!{Style.RESET_ALL}\")\n    !rm -rf voice-changer-linux-amd64-cuda.tar.gz.*\n\n    !mv /kaggle/working/MMVCServerSIO/MMVCServerSIO /kaggle/working/MMVCServerSIO/VoiceChanger\n\ndef get_local_version(base: str) -> str:\n    local_version = !cat {base}/_internal/version.txt\n    return local_version[0].strip()\n\nres = requests.get('https://api.github.com/repos/deiteris/voice-changer/releases/latest')\nrelease_info = res.json()\n\nremote_version = release_info['tag_name']\n# Check and upgrade\nif os.path.exists('MMVCServerSIO'):\n    local_version = get_local_version(\"/kaggle/working/MMVCServerSIO\")\n    if remote_version != local_version:\n        print(f\"{Fore.CYAN}> Found new version. Current version {local_version}, remote version {remote_version}. Upgrading...{Style.RESET_ALL}\")\n        !rm -rf /kaggle/working/MMVCServerSIO/_internal /kaggle/working/MMVCServerSIO/VoiceChanger /kaggle/working/MMVCServerSIO/MMVCServerSIO\n        download_and_unpack(release_info['assets'])\n    else:\n        print(f\"{Fore.CYAN}> Current version {local_version} is the latest. Skipping download.{Style.RESET_ALL}\")\nelse:\n    print(f\"{Fore.CYAN}> Downloading and installing version {remote_version}.{Style.RESET_ALL}\")\n    download_and_unpack(release_info['assets'])\n\n%cd MMVCServerSIO\n\nprint(f\"{Fore.CYAN}> Installing libportaudio2...{Style.RESET_ALL}\")\n!apt-get -y install libportaudio2 -qq\nprint(f\"{Fore.CYAN}> Done! Proceed with the next steps.{Style.RESET_ALL}\")","metadata":{"_kg_hide-output":false,"cellView":"form","execution":{"iopub.execute_input":"2023-09-14T04:01:17.308682Z","iopub.status.busy":"2023-09-14T04:01:17.308284Z","iopub.status.idle":"2023-09-14T04:08:08.475375Z","shell.execute_reply":"2023-09-14T04:08:08.473827Z","shell.execute_reply.started":"2023-09-14T04:01:17.308652Z"},"id":"86wTFmqsNMnD","trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"# Migrate the data\n\nThis cell will migrate your models from old version to new version (if present).","metadata":{}},{"cell_type":"code","source":"import os\n# Migrate old data to new version and delete old version\nif os.path.exists(\"/kaggle/working/Hmod\"):\n    !mv /kaggle/working/Hmod/server/model_dir /kaggle/working/MMVCServerSIO/model_dir\n    !mv /kaggle/working/Hmod/server/pretrain /kaggle/working/MMVCServerSIO/pretrain\n    !rm -rf /kaggle/working/Hmod","metadata":{},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"# Configure the server\n\nThis cell will apply necessary configuration to the server.","metadata":{}},{"cell_type":"code","source":"%cd /kaggle/working/MMVCServerSIO\n\nfrom dotenv import set_key\n\nset_key('.env', \"SAMPLE_MODE\", \"\")\n\nReady = True","metadata":{},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"# Start Server **using ngrok**\nThis 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\n---\nYou'll need a ngrok account, but <font color=green>**it's free**</font> and easy to create!\n---\n**1** - Create a **free** account at [ngrok](https://dashboard.ngrok.com/signup)\\\n**2** - If you didn't logged in with Google or Github, you will need to **verify your e-mail**!\\\n**3** - Click [this link](https://dashboard.ngrok.com/get-started/your-authtoken) to get your auth token, and replace **TOKEN_HERE** with your token.\\\n**4** - *(optional)* Change to a region near to you","metadata":{}},{"cell_type":"code","source":"Token = 'TOKEN_HERE'\nRegion = \"eu\" # Read the instructions below\nClearConsole = True\n\n# You can change the region for a better latency, use only the abbreviation\n# Choose between this options:\n# us -> United States (Ohio)\n# ap -> Asia/Pacific (Singapore)\n# au -> Australia (Sydney)\n# eu -> Europe (Frankfurt)\n# in -> India (Mumbai)\n# jp -> Japan (Tokyo)\n# sa -> South America (Sao Paulo)\n\n# ---------------------------------\n# DO NOT TOUCH ANYTHING DOWN BELOW!\n\n%cd /kaggle/working/MMVCServerSIO\n\nif not globals().get('Ready', False):\n    print(\"Go back and run first and second cells.\")\nelse:\n    from pyngrok import conf, ngrok\n    MyConfig = conf.PyngrokConfig()\n    MyConfig.auth_token = Token\n    MyConfig.region = Region[0:2]\n    conf.get_default().authtoken = Token\n    conf.get_default().region = Region\n    conf.set_default(MyConfig);\n\n    import threading, time, socket\n    PORT = 18888\n\n    import json\n    from pyngrok import ngrok\n    from IPython.display import clear_output\n\n    ngrokConnection = ngrok.connect(PORT)\n    public_url = ngrokConnection.public_url\n    set_key('.env', \"ALLOWED_ORIGINS\", json.dumps([public_url]))\n\n    def wait_for_server():\n        while True:\n            time.sleep(0.5)\n            sock = socket.socket(socket.AF_INET, socket.SOCK_STREAM)\n            result = sock.connect_ex(('127.0.0.1', PORT))\n            if result == 0:\n                break\n            sock.close()\n        if ClearConsole:\n            clear_output()\n        print(\"--------- SERVER READY! ---------\")\n        print(\"Your server is available at:\")\n        print(public_url)\n        print(\"---------------------------------\")\n\n    threading.Thread(target=wait_for_server, daemon=True).start()\n\n    !./VoiceChanger\n\n    ngrok.disconnect(ngrokConnection.public_url)","metadata":{"_kg_hide-input":false,"cellView":"form","id":"lLWQuUd7WW9U","scrolled":true,"trusted":true},"execution_count":null,"outputs":[]}]}