rvc-runpods.ipynb

{
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   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Cloning into 'rvc-webui'...\n",
      "remote: Enumerating objects: 1471, done.\u001b[K\n",
      "remote: Counting objects: 100% (810/810), done.\u001b[K\n",
      "remote: Compressing objects: 100% (193/193), done.\u001b[K\n",
      "remote: Total 1471 (delta 670), reused 701 (delta 615), pack-reused 661\u001b[K\n",
      "Receiving objects: 100% (1471/1471), 12.42 MiB | 26.17 MiB/s, done.\n",
      "Resolving deltas: 100% (889/889), done.\n",
      "/workspace/rvc-webui\n",
      "\u001b[33mWARNING: Running pip as the 'root' user can result in broken permissions and conflicting behaviour with the system package manager. It is recommended to use a virtual environment instead: https://pip.pypa.io/warnings/venv\u001b[0m\u001b[33m\n",
      "\u001b[0m\n",
      "\u001b[1m[\u001b[0m\u001b[34;49mnotice\u001b[0m\u001b[1;39;49m]\u001b[0m\u001b[39;49m A new release of pip is available: \u001b[0m\u001b[31;49m23.0.1\u001b[0m\u001b[39;49m -> \u001b[0m\u001b[32;49m23.1.2\u001b[0m\n",
      "\u001b[1m[\u001b[0m\u001b[34;49mnotice\u001b[0m\u001b[1;39;49m]\u001b[0m\u001b[39;49m To update, run: \u001b[0m\u001b[32;49mpython -m pip install --upgrade pip\u001b[0m\n",
      "Hit:1 http://ppa.launchpad.net/deadsnakes/ppa/ubuntu focal InRelease\n",
      "Hit:2 https://developer.download.nvidia.com/compute/cuda/repos/ubuntu2004/x86_64  InRelease\n",
      "Get:3 http://security.ubuntu.com/ubuntu focal-security InRelease [114 kB]      \u001b[33m\n",
      "Hit:4 http://archive.ubuntu.com/ubuntu focal InRelease \u001b[0m\n",
      "Get:5 http://archive.ubuntu.com/ubuntu focal-updates InRelease [114 kB]\n",
      "Get:6 http://archive.ubuntu.com/ubuntu focal-backports InRelease [108 kB]3m\u001b[33m\u001b[33m\u001b[33m\n",
      "Get:7 http://archive.ubuntu.com/ubuntu focal-updates/main amd64 Packages [3252 kB]\n",
      "Get:8 http://archive.ubuntu.com/ubuntu focal-updates/universe amd64 Packages [1351 kB]\n",
      "Fetched 4938 kB in 2s (2988 kB/s)3m                       \u001b[0m\u001b[33m\u001b[33m\n",
      "Reading package lists... Done\n",
      "Building dependency tree       \n",
      "Reading state information... Done\n",
      "48 packages can be upgraded. Run 'apt list --upgradable' to see them.\n",
      "Reading package lists... Done\n",
      "Building dependency tree       \n",
      "Reading state information... Done\n",
      "ffmpeg is already the newest version (7:4.2.7-0ubuntu0.1).\n",
      "0 upgraded, 0 newly installed, 0 to remove and 48 not upgraded.\n",
      "Requirement already satisfied: requests in /usr/local/lib/python3.10/dist-packages (2.28.2)\n",
      "Requirement already satisfied: bs4 in /usr/local/lib/python3.10/dist-packages (0.0.1)\n",
      "Requirement already satisfied: tqdm in /usr/local/lib/python3.10/dist-packages (4.65.0)\n",
      "Requirement already satisfied: certifi>=2017.4.17 in /usr/lib/python3/dist-packages (from requests) (2019.11.28)\n",
      "Requirement already satisfied: urllib3<1.27,>=1.21.1 in /usr/lib/python3/dist-packages (from requests) (1.25.8)\n",
      "Requirement already satisfied: charset-normalizer<4,>=2 in /usr/local/lib/python3.10/dist-packages (from requests) (3.1.0)\n",
      "Requirement already satisfied: idna<4,>=2.5 in /usr/lib/python3/dist-packages (from requests) (2.8)\n",
      "Requirement already satisfied: beautifulsoup4 in /usr/local/lib/python3.10/dist-packages (from bs4) (4.12.0)\n",
      "Requirement already satisfied: soupsieve>1.2 in /usr/local/lib/python3.10/dist-packages (from beautifulsoup4->bs4) (2.4)\n",
      "\u001b[33mWARNING: Running pip as the 'root' user can result in broken permissions and conflicting behaviour with the system package manager. It is recommended to use a virtual environment instead: https://pip.pypa.io/warnings/venv\u001b[0m\u001b[33m\n",
      "\u001b[0m\n",
      "\u001b[1m[\u001b[0m\u001b[34;49mnotice\u001b[0m\u001b[1;39;49m]\u001b[0m\u001b[39;49m A new release of pip is available: \u001b[0m\u001b[31;49m23.0.1\u001b[0m\u001b[39;49m -> \u001b[0m\u001b[32;49m23.1.2\u001b[0m\n",
      "\u001b[1m[\u001b[0m\u001b[34;49mnotice\u001b[0m\u001b[1;39;49m]\u001b[0m\u001b[39;49m To update, run: \u001b[0m\u001b[32;49mpython -m pip install --upgrade pip\u001b[0m\n"
     ]
    }
   ],
   "source": [
    "! git clone https://github.com/RVC-Project/Retrieval-based-Voice-Conversion-WebUI rvc-webui\n",
    "%cd rvc-webui\n",
    "! pip install -r requirements.txt -q\n",
    "! apt update\n",
    "! apt install ffmpeg -y\n",
    "! pip install requests bs4 tqdm"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "2797c27b-65ca-4fc0-ba25-70f7abda171e",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "/workspace/rvc-webui\n",
      "Start downloading pretrained_v0\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Downloading: pretrained_v0: 100%|██████████| 13/13 [00:15<00:00,  1.21s/it]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Start downloading pretrained_v2\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Downloading: pretrained_v2: 100%|██████████| 4/4 [00:05<00:00,  1.37s/it]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Start downloading uvr5_weights\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Downloading: uvr5_weights: 100%|██████████| 8/8 [00:07<00:00,  1.07it/s]\n"
     ]
    }
   ],
   "source": [
    "import os\n",
    "import requests\n",
    "from tqdm import tqdm\n",
    "from bs4 import BeautifulSoup as bs\n",
    "\n",
    "def get_file_links(url):\n",
    "    r = requests.get(url)\n",
    "    file_links = bs(r.text, 'html.parser').find_all('li')\n",
    "    file_links = ['https://huggingface.co'+link.find('a', {'title':'Download file'}).attrs['href'] for link in file_links if link.find('a', {'title':'Download file'})]\n",
    "    return file_links\n",
    "\n",
    "def download_file(url, save_dir='.', pass_if_exists=True):\n",
    "    filename = url.split('/')[-1]\n",
    "    r = requests.get(url, allow_redirects=True)\n",
    "    download_path = os.path.join(save_dir, filename)\n",
    "    if pass_if_exists and os.path.exists(download_path): return\n",
    "    open(download_path, 'wb').write(r.content)\n",
    "    \n",
    "print(os.getcwd())\n",
    "\n",
    "urls = (\n",
    "    'https://huggingface.co/lj1995/VoiceConversionWebUI/tree/main/pretrained_v0',\n",
    "    'https://huggingface.co/lj1995/VoiceConversionWebUI/tree/main/pretrained_v2',\n",
    "    'https://huggingface.co/lj1995/VoiceConversionWebUI/tree/main/uvr5_weights',\n",
    ")\n",
    "\n",
    "for url in urls:\n",
    "    file_links = get_file_links(url)\n",
    "    save_dir = url.split('/')[-1]\n",
    "    print(f'Start downloading {save_dir}')\n",
    "    if not os.path.isdir(save_dir): os.makedirs(save_dir)\n",
    "    for link in tqdm(file_links, desc=f'Downloading: {save_dir}'):\n",
    "        download_file(link, save_dir=save_dir)\n",
    "\n",
    "url = 'https://huggingface.co/spaces/ardha27/rvc-models/resolve/main/hubert_base.pt'\n",
    "\n",
    "download_file(url, save_dir='.')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "caa94121-020d-4091-8759-999e25fb372a",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Use Language: en_US\n",
      "Running on local URL:  http://127.0.0.1:7860\n",
      "Running on public URL: https://4af1266abaef75d199.gradio.live\n",
      "\n",
      "This share link expires in 72 hours. For free permanent hosting and GPU upgrades (NEW!), check out Spaces: https://huggingface.co/spaces\n",
      "^C\n",
      "Keyboard interruption in main thread... closing server.\n",
      "Killing tunnel 127.0.0.1:7860 <> https://4af1266abaef75d199.gradio.live\n"
     ]
    }
   ],
   "source": [
    "! python infer-web.py --colab"
   ]
  }
 ],
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