diff --git "a/Video/Wav2Lip_TenDeepfake_eng.ipynb" "b/Video/Wav2Lip_TenDeepfake_eng.ipynb"
new file mode 100644--- /dev/null
+++ "b/Video/Wav2Lip_TenDeepfake_eng.ipynb"
@@ -0,0 +1,716 @@
+{
+ "cells": [
+ {
+ "cell_type": "markdown",
+ "metadata": {
+ "id": "k0FwyGoq7Te7"
+ },
+ "source": [
+ 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)"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {
+ "id": "sE22UQtQ9YYi"
+ },
+ "source": [
+ "# **Welcome to Wav2Lip colab mod by Ten Deepfake**\n",
+ "\n",
+ "# **There is no need for colab pro to use it.**\n",
+ "[Youtube](https://www.youtube.com/user/zabique) [Discord](https://discord.gg/dhfTaR7W88) [E-mail](mailto:tendeepfake@gmail.com\n",
+ ")"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {
+ "id": "dT9AQwdf8sJK"
+ },
+ "source": [
+ "\n",
+ "\n",
+ "---\n",
+ "\n"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {
+ "id": "9cA_SNxHxT0P"
+ },
+ "source": [
+ "# **Check GPU**\n",
+ "\n",
+ "* Google Colab can provide you with one of Tesla graphics cards: K80, T4, P4, P100 and V100\n",
+ "* Here you can check the model of GPU before using Wav2Lip"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {
+ "cellView": "form",
+ "colab": {
+ "base_uri": "https://localhost:8080/"
+ },
+ "id": "oTiJ1TJKNj_J",
+ "outputId": "7b76697b-97be-488a-e437-3f9c5de836d2",
+ "vscode": {
+ "languageId": "python"
+ }
+ },
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Sat Apr 30 20:17:03 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 K80 Off | 00000000:00:04.0 Off | 0 |\n",
+ "| N/A 36C P8 28W / 149W | 0MiB / 11441MiB | 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"
+ ]
+ }
+ ],
+ "source": [
+ "#@title Start\n",
+ "!nvidia-smi"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {
+ "id": "NuvzGmXC8v0Y"
+ },
+ "source": [
+ "\n",
+ "\n",
+ "---\n",
+ "\n"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {
+ "id": "4XCqT2ITN-In"
+ },
+ "source": [
+ "# **Mount your Google drive**\n",
+ "\n",
+ "1. Connect to your google drive to be able to import previously saved Wave2lip model files.\n",
+ "2. Ctrl+v auth key and hit ENTER\n",
+ "\n",
+ "\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {
+ "cellView": "form",
+ "colab": {
+ "base_uri": "https://localhost:8080/"
+ },
+ "id": "qciH4PsUazL_",
+ "outputId": "f5e7fdf3-37d1-468c-8467-db980db51213",
+ "vscode": {
+ "languageId": "python"
+ }
+ },
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Mounted at /content/gdrive\n"
+ ]
+ }
+ ],
+ "source": [
+ "#@title Start\n",
+ "from google.colab import drive\n",
+ "drive.mount('/content/gdrive')"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {
+ "id": "vhprRkXl82oh"
+ },
+ "source": [
+ "\n",
+ "\n",
+ "---\n",
+ "\n"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {
+ "id": "yJ5taGmPcWV-"
+ },
+ "source": [
+ "# **Get the code and models**"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {
+ "id": "ekFHoZJS26tt"
+ },
+ "source": [
+ "# **Add this shortcut of my wav2lip folder to your drive (skip if already got model files on your gdrive):**\n",
+ "[Click here to add shortcut](https://drive.google.com/drive/folders/1cxf6ywJZGWX_fuFbgyxTCEDiLn-BJgr9?usp=sharing)\n",
+ "\n"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {
+ "id": "w3bfz-Iozq71"
+ },
+ "source": [
+ "![shortcut 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+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {
+ "id": "MH1m608OymLH"
+ },
+ "source": [
+ "# **Alternatively download both files from here and put them in root of your google drive inside of /Wav2Lip/ folder.**\n",
+ "1. [Wav2Lip\tHighly accurate lip-sync](https://iiitaphyd-my.sharepoint.com/:u:/g/personal/radrabha_m_research_iiit_ac_in/Eb3LEzbfuKlJiR600lQWRxgBIY27JZg80f7V9jtMfbNDaQ?e=TBFBVW)\n",
+ "2. [Wav2Lip + GAN\tSlightly inferior lip-sync, but better visual quality](https://iiitaphyd-my.sharepoint.com/:u:/g/personal/radrabha_m_research_iiit_ac_in/EdjI7bZlgApMqsVoEUUXpLsBxqXbn5z8VTmoxp55YNDcIA?e=n9ljGW)\n",
+ "\n",
+ "**If none of the links work, go to official wav2lip github to find them.**\n",
+ "[HERE](https://github.com/Rudrabha/Wav2Lip#training-on-datasets-other-than-lrs2)"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {
+ "id": "9W8_hlcH8mMz"
+ },
+ "source": [
+ "\n",
+ "\n",
+ "---\n",
+ "\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {
+ "colab": {
+ "base_uri": "https://localhost:8080/"
+ },
+ "id": "P3LihClHbUd3",
+ "outputId": "7ec20058-e915-4f4d-d1b7-ff79ac787d70",
+ "vscode": {
+ "languageId": "python"
+ }
+ },
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Cloning into 'Wav2Lip'...\n",
+ "remote: Enumerating objects: 360, done.\u001b[K\n",
+ "remote: Total 360 (delta 0), reused 0 (delta 0), pack-reused 360\u001b[K\n",
+ "Receiving objects: 100% (360/360), 522.32 KiB | 1.51 MiB/s, done.\n",
+ "Resolving deltas: 100% (198/198), done.\n"
+ ]
+ }
+ ],
+ "source": [
+ "#@title Clone Wav2Lip github repo\n",
+ "!git clone https://github.com/Rudrabha/Wav2Lip.git"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {
+ "colab": {
+ "base_uri": "https://localhost:8080/",
+ "height": 1000
+ },
+ "id": "Ooh28vw-Uvd3",
+ "outputId": "f630217c-02a3-4fda-fc10-f0fddf6abc26",
+ "vscode": {
+ "languageId": "python"
+ }
+ },
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Collecting tensorflow\n",
+ " Downloading tensorflow-2.8.0-cp37-cp37m-manylinux2010_x86_64.whl (497.5 MB)\n",
+ "\u001b[K |████████████████████████████████| 497.5 MB 26 kB/s \n",
+ "\u001b[?25hCollecting tensorflow-gpu\n",
+ " Downloading tensorflow_gpu-2.8.0-cp37-cp37m-manylinux2010_x86_64.whl (497.5 MB)\n",
+ "\u001b[K |████████████████████████████████| 497.5 MB 31 kB/s \n",
+ "\u001b[?25hRequirement already satisfied: termcolor>=1.1.0 in /usr/local/lib/python3.7/dist-packages (from tensorflow) (1.1.0)\n",
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+ "Collecting tf-estimator-nightly==2.8.0.dev2021122109\n",
+ " Downloading tf_estimator_nightly-2.8.0.dev2021122109-py2.py3-none-any.whl (462 kB)\n",
+ "\u001b[K |████████████████████████████████| 462 kB 51.7 MB/s \n",
+ "\u001b[?25hRequirement already satisfied: wrapt>=1.11.0 in /usr/local/lib/python3.7/dist-packages (from tensorflow) (1.14.0)\n",
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+ "Requirement already satisfied: flatbuffers>=1.12 in /usr/local/lib/python3.7/dist-packages (from tensorflow) (2.0)\n",
+ "Requirement already satisfied: keras-preprocessing>=1.1.1 in /usr/local/lib/python3.7/dist-packages (from tensorflow) (1.1.2)\n",
+ "Requirement already satisfied: astunparse>=1.6.0 in /usr/local/lib/python3.7/dist-packages (from tensorflow) (1.6.3)\n",
+ "Requirement already satisfied: absl-py>=0.4.0 in /usr/local/lib/python3.7/dist-packages (from tensorflow) (1.0.0)\n",
+ "Requirement already satisfied: google-pasta>=0.1.1 in /usr/local/lib/python3.7/dist-packages (from tensorflow) (0.2.0)\n",
+ "Requirement already satisfied: h5py>=2.9.0 in /usr/local/lib/python3.7/dist-packages (from tensorflow) (3.1.0)\n",
+ "Requirement already satisfied: gast>=0.2.1 in /usr/local/lib/python3.7/dist-packages (from tensorflow) (0.5.3)\n",
+ "Requirement already satisfied: setuptools in /usr/local/lib/python3.7/dist-packages (from tensorflow) (57.4.0)\n",
+ "Requirement already satisfied: opt-einsum>=2.3.2 in /usr/local/lib/python3.7/dist-packages (from tensorflow) (3.3.0)\n",
+ "Requirement already satisfied: keras<2.9,>=2.8.0rc0 in /usr/local/lib/python3.7/dist-packages (from tensorflow) (2.8.0)\n",
+ "Collecting numpy>=1.20\n",
+ " Downloading numpy-1.21.6-cp37-cp37m-manylinux_2_12_x86_64.manylinux2010_x86_64.whl (15.7 MB)\n",
+ "\u001b[K |████████████████████████████████| 15.7 MB 35.1 MB/s \n",
+ "\u001b[?25hRequirement already satisfied: wheel<1.0,>=0.23.0 in /usr/local/lib/python3.7/dist-packages (from astunparse>=1.6.0->tensorflow) (0.37.1)\n",
+ "Requirement already satisfied: cached-property in /usr/local/lib/python3.7/dist-packages (from h5py>=2.9.0->tensorflow) (1.5.2)\n",
+ "Requirement already satisfied: google-auth<3,>=1.6.3 in /usr/local/lib/python3.7/dist-packages (from tensorboard<2.9,>=2.8->tensorflow) (1.35.0)\n",
+ "Requirement already satisfied: markdown>=2.6.8 in /usr/local/lib/python3.7/dist-packages (from tensorboard<2.9,>=2.8->tensorflow) (3.3.6)\n",
+ "Requirement already satisfied: google-auth-oauthlib<0.5,>=0.4.1 in /usr/local/lib/python3.7/dist-packages (from tensorboard<2.9,>=2.8->tensorflow) (0.4.6)\n",
+ "Requirement already satisfied: requests<3,>=2.21.0 in /usr/local/lib/python3.7/dist-packages (from tensorboard<2.9,>=2.8->tensorflow) (2.23.0)\n",
+ "Requirement already satisfied: tensorboard-data-server<0.7.0,>=0.6.0 in /usr/local/lib/python3.7/dist-packages (from tensorboard<2.9,>=2.8->tensorflow) (0.6.1)\n",
+ "Requirement already satisfied: werkzeug>=0.11.15 in /usr/local/lib/python3.7/dist-packages (from tensorboard<2.9,>=2.8->tensorflow) (1.0.1)\n",
+ "Requirement already satisfied: tensorboard-plugin-wit>=1.6.0 in /usr/local/lib/python3.7/dist-packages (from tensorboard<2.9,>=2.8->tensorflow) (1.8.1)\n",
+ "Requirement already satisfied: cachetools<5.0,>=2.0.0 in /usr/local/lib/python3.7/dist-packages (from google-auth<3,>=1.6.3->tensorboard<2.9,>=2.8->tensorflow) (4.2.4)\n",
+ "Requirement already satisfied: pyasn1-modules>=0.2.1 in /usr/local/lib/python3.7/dist-packages (from google-auth<3,>=1.6.3->tensorboard<2.9,>=2.8->tensorflow) (0.2.8)\n",
+ "Requirement already satisfied: rsa<5,>=3.1.4 in /usr/local/lib/python3.7/dist-packages (from google-auth<3,>=1.6.3->tensorboard<2.9,>=2.8->tensorflow) (4.8)\n",
+ "Requirement already satisfied: requests-oauthlib>=0.7.0 in /usr/local/lib/python3.7/dist-packages (from google-auth-oauthlib<0.5,>=0.4.1->tensorboard<2.9,>=2.8->tensorflow) (1.3.1)\n",
+ "Requirement already satisfied: importlib-metadata>=4.4 in /usr/local/lib/python3.7/dist-packages (from markdown>=2.6.8->tensorboard<2.9,>=2.8->tensorflow) (4.11.3)\n",
+ "Requirement already satisfied: zipp>=0.5 in /usr/local/lib/python3.7/dist-packages (from importlib-metadata>=4.4->markdown>=2.6.8->tensorboard<2.9,>=2.8->tensorflow) (3.8.0)\n",
+ "Requirement already satisfied: pyasn1<0.5.0,>=0.4.6 in /usr/local/lib/python3.7/dist-packages (from pyasn1-modules>=0.2.1->google-auth<3,>=1.6.3->tensorboard<2.9,>=2.8->tensorflow) (0.4.8)\n",
+ "Requirement already satisfied: idna<3,>=2.5 in /usr/local/lib/python3.7/dist-packages (from requests<3,>=2.21.0->tensorboard<2.9,>=2.8->tensorflow) (2.10)\n",
+ "Requirement already satisfied: urllib3!=1.25.0,!=1.25.1,<1.26,>=1.21.1 in /usr/local/lib/python3.7/dist-packages (from requests<3,>=2.21.0->tensorboard<2.9,>=2.8->tensorflow) (1.24.3)\n",
+ "Requirement already satisfied: chardet<4,>=3.0.2 in /usr/local/lib/python3.7/dist-packages (from requests<3,>=2.21.0->tensorboard<2.9,>=2.8->tensorflow) (3.0.4)\n",
+ "Requirement already satisfied: certifi>=2017.4.17 in /usr/local/lib/python3.7/dist-packages (from requests<3,>=2.21.0->tensorboard<2.9,>=2.8->tensorflow) (2021.10.8)\n",
+ "Requirement already satisfied: oauthlib>=3.0.0 in /usr/local/lib/python3.7/dist-packages (from requests-oauthlib>=0.7.0->google-auth-oauthlib<0.5,>=0.4.1->tensorboard<2.9,>=2.8->tensorflow) (3.2.0)\n",
+ "Installing collected packages: numpy, tf-estimator-nightly, tensorflow-gpu, tensorflow\n",
+ " Attempting uninstall: numpy\n",
+ " Found existing installation: numpy 1.17.1\n",
+ " Uninstalling numpy-1.17.1:\n",
+ " Successfully uninstalled numpy-1.17.1\n",
+ "\u001b[31mERROR: pip's dependency resolver does not currently take into account all the packages that are installed. This behaviour is the source of the following dependency conflicts.\n",
+ "torchtext 0.12.0 requires torch==1.11.0, but you have torch 1.1.0 which is incompatible.\n",
+ "kapre 0.3.7 requires librosa>=0.7.2, but you have librosa 0.7.0 which is incompatible.\n",
+ "datascience 0.10.6 requires folium==0.2.1, but you have folium 0.8.3 which is incompatible.\n",
+ "albumentations 0.1.12 requires imgaug<0.2.7,>=0.2.5, but you have imgaug 0.2.9 which is incompatible.\u001b[0m\n",
+ "Successfully installed numpy-1.21.6 tensorflow-2.8.0 tensorflow-gpu-2.8.0 tf-estimator-nightly-2.8.0.dev2021122109\n"
+ ]
+ },
+ {
+ "data": {
+ "application/vnd.colab-display-data+json": {
+ "pip_warning": {
+ "packages": [
+ "numpy"
+ ]
+ }
+ }
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "#@title Uninstall tensorflow - Confirm with y [ enter ]\n",
+ "!pip install tensorflow tensorflow-gpu\n",
+ "torchtext 0.12.0"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {
+ "colab": {
+ "base_uri": "https://localhost:8080/"
+ },
+ "id": "1j4u8Kk3fqc9",
+ "outputId": "eae2a7ae-c0a9-47b2-82a0-2c46277e51ec",
+ "vscode": {
+ "languageId": "python"
+ }
+ },
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "cp: overwrite '/content/Wav2Lip/checkpoints/wav2lip_gan.pth'? y\n",
+ "cp: overwrite '/content/Wav2Lip/checkpoints/wav2lip.pth'? y\n",
+ "Requirement already satisfied: librosa==0.7.0 in /usr/local/lib/python3.7/dist-packages (from -r requirements.txt (line 1)) (0.7.0)\n",
+ "Collecting numpy==1.17.1\n",
+ " Using cached numpy-1.17.1-cp37-cp37m-manylinux1_x86_64.whl (20.3 MB)\n",
+ "Requirement already satisfied: opencv-contrib-python>=4.2.0.34 in /usr/local/lib/python3.7/dist-packages (from -r requirements.txt (line 3)) (4.5.5.64)\n",
+ "Requirement already satisfied: opencv-python==4.1.0.25 in /usr/local/lib/python3.7/dist-packages (from -r requirements.txt (line 4)) (4.1.0.25)\n",
+ "Requirement already satisfied: torch==1.1.0 in /usr/local/lib/python3.7/dist-packages (from -r requirements.txt (line 5)) (1.1.0)\n",
+ "Requirement already satisfied: torchvision==0.3.0 in /usr/local/lib/python3.7/dist-packages (from -r requirements.txt (line 6)) (0.3.0)\n",
+ "Requirement already satisfied: tqdm==4.45.0 in /usr/local/lib/python3.7/dist-packages (from -r requirements.txt (line 7)) (4.45.0)\n",
+ "Requirement already satisfied: numba==0.48 in /usr/local/lib/python3.7/dist-packages (from -r requirements.txt (line 8)) (0.48.0)\n",
+ "Requirement already satisfied: resampy>=0.2.0 in /usr/local/lib/python3.7/dist-packages (from librosa==0.7.0->-r requirements.txt (line 1)) (0.2.2)\n",
+ "Requirement already satisfied: scipy>=1.0.0 in /usr/local/lib/python3.7/dist-packages (from librosa==0.7.0->-r requirements.txt (line 1)) (1.4.1)\n",
+ "Requirement already satisfied: six>=1.3 in /usr/local/lib/python3.7/dist-packages (from librosa==0.7.0->-r requirements.txt (line 1)) (1.15.0)\n",
+ "Requirement already satisfied: joblib>=0.12 in /usr/local/lib/python3.7/dist-packages (from librosa==0.7.0->-r requirements.txt (line 1)) (1.1.0)\n",
+ "Requirement already satisfied: soundfile>=0.9.0 in /usr/local/lib/python3.7/dist-packages (from librosa==0.7.0->-r requirements.txt (line 1)) (0.10.3.post1)\n",
+ "Requirement already satisfied: audioread>=2.0.0 in /usr/local/lib/python3.7/dist-packages (from librosa==0.7.0->-r requirements.txt (line 1)) (2.1.9)\n",
+ "Requirement already satisfied: decorator>=3.0.0 in /usr/local/lib/python3.7/dist-packages (from librosa==0.7.0->-r requirements.txt (line 1)) (4.4.2)\n",
+ "Requirement already satisfied: scikit-learn!=0.19.0,>=0.14.0 in /usr/local/lib/python3.7/dist-packages (from librosa==0.7.0->-r requirements.txt (line 1)) (1.0.2)\n",
+ "Requirement already satisfied: pillow>=4.1.1 in /usr/local/lib/python3.7/dist-packages (from torchvision==0.3.0->-r requirements.txt (line 6)) (7.1.2)\n",
+ "Requirement already satisfied: setuptools in /usr/local/lib/python3.7/dist-packages (from numba==0.48->-r requirements.txt (line 8)) (57.4.0)\n",
+ "Requirement already satisfied: llvmlite<0.32.0,>=0.31.0dev0 in /usr/local/lib/python3.7/dist-packages (from numba==0.48->-r requirements.txt (line 8)) (0.31.0)\n",
+ "Requirement already satisfied: threadpoolctl>=2.0.0 in /usr/local/lib/python3.7/dist-packages (from scikit-learn!=0.19.0,>=0.14.0->librosa==0.7.0->-r requirements.txt (line 1)) (3.1.0)\n",
+ "Requirement already satisfied: cffi>=1.0 in /usr/local/lib/python3.7/dist-packages (from soundfile>=0.9.0->librosa==0.7.0->-r requirements.txt (line 1)) (1.15.0)\n",
+ "Requirement already satisfied: pycparser in /usr/local/lib/python3.7/dist-packages (from cffi>=1.0->soundfile>=0.9.0->librosa==0.7.0->-r requirements.txt (line 1)) (2.21)\n",
+ "Installing collected packages: numpy\n",
+ " Attempting uninstall: numpy\n",
+ " Found existing installation: numpy 1.21.6\n",
+ " Uninstalling numpy-1.21.6:\n",
+ " Successfully uninstalled numpy-1.21.6\n",
+ "\u001b[31mERROR: pip's dependency resolver does not currently take into account all the packages that are installed. This behaviour is the source of the following dependency conflicts.\n",
+ "torchtext 0.12.0 requires torch==1.11.0, but you have torch 1.1.0 which is incompatible.\n",
+ "tensorflow 2.8.0 requires numpy>=1.20, but you have numpy 1.17.1 which is incompatible.\n",
+ "tensorflow-gpu 2.8.0 requires numpy>=1.20, but you have numpy 1.17.1 which is incompatible.\n",
+ "tables 3.7.0 requires numpy>=1.19.0, but you have numpy 1.17.1 which is incompatible.\n",
+ "pywavelets 1.3.0 requires numpy>=1.17.3, but you have numpy 1.17.1 which is incompatible.\n",
+ "pandas 1.3.5 requires numpy>=1.17.3; platform_machine != \"aarch64\" and platform_machine != \"arm64\" and python_version < \"3.10\", but you have numpy 1.17.1 which is incompatible.\n",
+ "kapre 0.3.7 requires librosa>=0.7.2, but you have librosa 0.7.0 which is incompatible.\n",
+ "kapre 0.3.7 requires numpy>=1.18.5, but you have numpy 1.17.1 which is incompatible.\n",
+ "jaxlib 0.3.2+cuda11.cudnn805 requires numpy>=1.19, but you have numpy 1.17.1 which is incompatible.\n",
+ "jax 0.3.4 requires numpy>=1.19, but you have numpy 1.17.1 which is incompatible.\n",
+ "datascience 0.10.6 requires folium==0.2.1, but you have folium 0.8.3 which is incompatible.\n",
+ "albumentations 0.1.12 requires imgaug<0.2.7,>=0.2.5, but you have imgaug 0.2.9 which is incompatible.\u001b[0m\n",
+ "Successfully installed numpy-1.17.1\n",
+ "--2022-04-30 20:53:10-- https://www.adrianbulat.com/downloads/python-fan/s3fd-619a316812.pth\n",
+ "Resolving www.adrianbulat.com (www.adrianbulat.com)... 45.136.29.207\n",
+ "Connecting to www.adrianbulat.com (www.adrianbulat.com)|45.136.29.207|:443... connected.\n",
+ "HTTP request sent, awaiting response... 200 OK\n",
+ "Length: 89843225 (86M) [application/octet-stream]\n",
+ "Saving to: ‘Wav2Lip/face_detection/detection/sfd/s3fd.pth’\n",
+ "\n",
+ "Wav2Lip/face_detect 100%[===================>] 85.68M 9.03MB/s in 11s \n",
+ "\n",
+ "2022-04-30 20:53:23 (7.71 MB/s) - ‘Wav2Lip/face_detection/detection/sfd/s3fd.pth’ saved [89843225/89843225]\n",
+ "\n"
+ ]
+ }
+ ],
+ "source": [
+ "#@title Copy wav2lip_gan.pth, wav2lip.pth, face detection models & Requirements.txt\n",
+ "!cp -ri \"/content/gdrive/MyDrive/Wav2lip/wav2lip_gan.pth\" /content/Wav2Lip/checkpoints/\n",
+ "!cp -ri \"/content/gdrive/MyDrive/Wav2lip/wav2lip.pth\" /content/Wav2Lip/checkpoints/\n",
+ "!cd Wav2Lip && pip install -r requirements.txt\n",
+ "!wget \"https://www.adrianbulat.com/downloads/python-fan/s3fd-619a316812.pth\" -O \"Wav2Lip/face_detection/detection/sfd/s3fd.pth\""
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {
+ "id": "vzokJMO19IyY"
+ },
+ "source": [
+ "\n",
+ "\n",
+ "---\n",
+ "\n"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {
+ "id": "RgjaWJFs8B38"
+ },
+ "source": [
+ "# **Quick guide**\n",
+ "1. Create video file input_video.mp4\n",
+ "2. Create audio file input_audio.wav\n",
+ "3. Both files have to be exact same length\n",
+ "4. Target face in the input_video.mp4, must be in ALL videoframes (So no black or blurry frames etc)\n"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {
+ "id": "qdIQfY2Kswcb"
+ },
+ "source": [
+ "# **Now lets try!**"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {
+ "id": "9bDRYsfXTzXD"
+ },
+ "source": [
+ "\n",
+ "\n",
+ "---\n",
+ "\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {
+ "cellView": "form",
+ "id": "2OhT0w2uT4rQ",
+ "vscode": {
+ "languageId": "python"
+ }
+ },
+ "outputs": [],
+ "source": [
+ "#@title 1-4. Batch processing - Upload -> process -> download -> play result\n",
+ "%cd sample_data/\n",
+ "%rm input_audio.wav\n",
+ "%rm input_video.mp4\n",
+ "from google.colab import files\n",
+ "uploaded = files.upload()\n",
+ "%cd ..\n",
+ "!cd Wav2Lip && python inference.py --checkpoint_path checkpoints/wav2lip_gan.pth --face \"/content/sample_data/input_video.mp4\" --audio \"/content/sample_data/input_audio.wav\"\n",
+ "from google.colab import files\n",
+ "files.download('/content/Wav2Lip/results/result_voice.mp4') \n",
+ "from IPython.display import HTML\n",
+ "from base64 import b64encode\n",
+ "mp4 = open('/content/Wav2Lip/results/result_voice.mp4','rb').read()\n",
+ "data_url = \"data:video/mp4;base64,\" + b64encode(mp4).decode()\n",
+ "HTML(f\"\"\"\n",
+ "\"\"\")"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {
+ "id": "BgMkHOFqT2fK"
+ },
+ "source": [
+ "\n",
+ "\n",
+ "---\n",
+ "\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {
+ "cellView": "form",
+ "id": "vsphzJawLF-f",
+ "vscode": {
+ "languageId": "python"
+ }
+ },
+ "outputs": [],
+ "source": [
+ "#@title 1.Upload input_video.mp4 & input_audio.wav files\n",
+ "%cd sample_data/\n",
+ "from google.colab import files\n",
+ "uploaded = files.upload()\n",
+ "%cd .."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {
+ "cellView": "form",
+ "id": "jR5utmDMcSZY",
+ "vscode": {
+ "languageId": "python"
+ }
+ },
+ "outputs": [],
+ "source": [
+ "#@title 2.Create Wav2Lip video (using wav2lip_gan.pth) GAN\n",
+ "!cd Wav2Lip && python inference.py --checkpoint_path checkpoints/wav2lip_gan.pth --face \"/content/sample_data/input_video.mp4\" --audio \"/content/sample_data/input_audio.wav\""
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {
+ "cellView": "form",
+ "id": "WxbzXZvLliiA",
+ "vscode": {
+ "languageId": "python"
+ }
+ },
+ "outputs": [],
+ "source": [
+ "#@title 3.Play result video - 50% scaling\n",
+ "from IPython.display import HTML\n",
+ "from base64 import b64encode\n",
+ "mp4 = open('/content/Wav2Lip/results/result_voice.mp4','rb').read()\n",
+ "data_url = \"data:video/mp4;base64,\" + b64encode(mp4).decode()\n",
+ "HTML(f\"\"\"\n",
+ "\"\"\")"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {
+ "cellView": "form",
+ "id": "1kt-krsEbz5j",
+ "vscode": {
+ "languageId": "python"
+ }
+ },
+ "outputs": [],
+ "source": [
+ "#@title 4.Download Result.mp4 to your computer\n",
+ "from google.colab import files\n",
+ "files.download('/content/Wav2Lip/results/result_voice.mp4') \n"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {
+ "id": "d7zgfrQqbKom"
+ },
+ "source": [
+ "# **Variations to try**\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {
+ "cellView": "form",
+ "id": "-4PqQrDcphU4",
+ "vscode": {
+ "languageId": "python"
+ }
+ },
+ "outputs": [],
+ "source": [
+ "#@title 1.Create Wav2Lip video (using wav2lip.pth) NON-GAN\n",
+ "!cd Wav2Lip && python inference.py --checkpoint_path checkpoints/wav2lip.pth --face \"/content/sample_data/input_video.mp4\" --audio \"/content/sample_data/input_audio.wav\""
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {
+ "cellView": "form",
+ "id": "xw0xFtZ2bsx8",
+ "vscode": {
+ "languageId": "python"
+ }
+ },
+ "outputs": [],
+ "source": [
+ "#@title 2.Use resize_factor to reduce the video resolution, as there is a change you might get better results for lower resolution videos. Why? Because the model was trained on low resolution faces.\n",
+ "!cd Wav2Lip && python inference.py --checkpoint_path checkpoints/wav2lip_gan.pth --face \"/content/sample_data/input_video.mp4\" --audio \"/content/sample_data/input_audio.wav\" --resize_factor 2"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {
+ "cellView": "form",
+ "id": "45XW4SZAzIz5",
+ "vscode": {
+ "languageId": "python"
+ }
+ },
+ "outputs": [],
+ "source": [
+ "#@title 3.Use more padding to include the chin region (u can manually edit pads dimensions viewing and changing the code)\n",
+ "!cd Wav2Lip && python inference.py --checkpoint_path checkpoints/wav2lip_gan.pth --face \"/content/sample_data/input_video.mp4\" --audio \"/content/sample_data/input_audio.wav\" --pads 0 20 0 0"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {
+ "cellView": "form",
+ "id": "X1Z0zRdZR5BZ",
+ "vscode": {
+ "languageId": "python"
+ }
+ },
+ "outputs": [],
+ "source": [
+ "#@title 4.Play result video - 50% scaling\n",
+ "from IPython.display import HTML\n",
+ "from base64 import b64encode\n",
+ "mp4 = open('/content/Wav2Lip/results/result_voice.mp4','rb').read()\n",
+ "data_url = \"data:video/mp4;base64,\" + b64encode(mp4).decode()\n",
+ "HTML(f\"\"\"\n",
+ "\"\"\")"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {
+ "cellView": "form",
+ "id": "gfXFOpAmR_dh",
+ "vscode": {
+ "languageId": "python"
+ }
+ },
+ "outputs": [],
+ "source": [
+ "#@title 5.Download Result.mp4 to your computer\n",
+ "from google.colab import files\n",
+ "files.download('/content/Wav2Lip/results/result_voice.mp4') \n"
+ ]
+ }
+ ],
+ "metadata": {
+ "accelerator": "GPU",
+ "colab": {
+ "collapsed_sections": [],
+ "name": "Wav2Lip TenDeepfake eng.ipynb",
+ "provenance": [],
+ "toc_visible": true
+ },
+ "gpuClass": "standard",
+ "kernelspec": {
+ "display_name": "Python 3",
+ "name": "python3"
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 0
+}