Voice_video_translator.ipynb

{
  "cells": [
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "id": "AVnDU2Ve7Uvq",
        "outputId": "ac94f7f5-8c53-4718-e6e6-2b68c1022afd"
      },
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "Requirement already satisfied: opencv-python==4.7.0.72 in c:\\users\\user\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.11_qbz5n2kfra8p0\\localcache\\local-packages\\python311\\site-packages (4.7.0.72)\n",
            "Requirement already satisfied: numpy>=1.21.2 in c:\\users\\user\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.11_qbz5n2kfra8p0\\localcache\\local-packages\\python311\\site-packages (from opencv-python==4.7.0.72) (1.26.4)\n",
            "Requirement already satisfied: speechrecognition==3.10.4 in c:\\users\\user\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.11_qbz5n2kfra8p0\\localcache\\local-packages\\python311\\site-packages (3.10.4)\n",
            "Requirement already satisfied: requests>=2.26.0 in c:\\users\\user\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.11_qbz5n2kfra8p0\\localcache\\local-packages\\python311\\site-packages (from speechrecognition==3.10.4) (2.32.3)\n",
            "Requirement already satisfied: typing-extensions in c:\\users\\user\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.11_qbz5n2kfra8p0\\localcache\\local-packages\\python311\\site-packages (from speechrecognition==3.10.4) (4.12.2)\n",
            "Requirement already satisfied: charset-normalizer<4,>=2 in c:\\users\\user\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.11_qbz5n2kfra8p0\\localcache\\local-packages\\python311\\site-packages (from requests>=2.26.0->speechrecognition==3.10.4) (3.3.2)\n",
            "Requirement already satisfied: idna<4,>=2.5 in c:\\users\\user\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.11_qbz5n2kfra8p0\\localcache\\local-packages\\python311\\site-packages (from requests>=2.26.0->speechrecognition==3.10.4) (3.7)\n",
            "Requirement already satisfied: urllib3<3,>=1.21.1 in c:\\users\\user\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.11_qbz5n2kfra8p0\\localcache\\local-packages\\python311\\site-packages (from requests>=2.26.0->speechrecognition==3.10.4) (2.2.1)\n",
            "Requirement already satisfied: certifi>=2017.4.17 in c:\\users\\user\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.11_qbz5n2kfra8p0\\localcache\\local-packages\\python311\\site-packages (from requests>=2.26.0->speechrecognition==3.10.4) (2024.6.2)\n"
          ]
        },
        {
          "name": "stderr",
          "output_type": "stream",
          "text": [
            "ERROR: Could not find a version that satisfies the requirement threading (from versions: none)\n",
            "ERROR: No matching distribution found for threading\n"
          ]
        },
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "Requirement already satisfied: google-cloud-translate==3.15.3 in c:\\users\\user\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.11_qbz5n2kfra8p0\\localcache\\local-packages\\python311\\site-packages (3.15.3)\n",
            "Requirement already satisfied: google-api-core!=2.0.*,!=2.1.*,!=2.10.*,!=2.2.*,!=2.3.*,!=2.4.*,!=2.5.*,!=2.6.*,!=2.7.*,!=2.8.*,!=2.9.*,<3.0.0dev,>=1.34.1 in c:\\users\\user\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.11_qbz5n2kfra8p0\\localcache\\local-packages\\python311\\site-packages (from google-api-core[grpc]!=2.0.*,!=2.1.*,!=2.10.*,!=2.2.*,!=2.3.*,!=2.4.*,!=2.5.*,!=2.6.*,!=2.7.*,!=2.8.*,!=2.9.*,<3.0.0dev,>=1.34.1->google-cloud-translate==3.15.3) (2.19.0)\n",
            "Requirement already satisfied: google-auth!=2.24.0,!=2.25.0,<3.0.0dev,>=2.14.1 in c:\\users\\user\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.11_qbz5n2kfra8p0\\localcache\\local-packages\\python311\\site-packages (from google-cloud-translate==3.15.3) (2.30.0)\n",
            "Requirement already satisfied: google-cloud-core<3.0.0dev,>=1.4.4 in c:\\users\\user\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.11_qbz5n2kfra8p0\\localcache\\local-packages\\python311\\site-packages (from google-cloud-translate==3.15.3) (2.4.1)\n",
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            "Requirement already satisfied: protobuf!=3.20.0,!=3.20.1,!=4.21.0,!=4.21.1,!=4.21.2,!=4.21.3,!=4.21.4,!=4.21.5,<5.0.0dev,>=3.19.5 in c:\\users\\user\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.11_qbz5n2kfra8p0\\localcache\\local-packages\\python311\\site-packages (from google-cloud-translate==3.15.3) (4.25.3)\n",
            "Requirement already satisfied: googleapis-common-protos<2.0.dev0,>=1.56.2 in c:\\users\\user\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.11_qbz5n2kfra8p0\\localcache\\local-packages\\python311\\site-packages (from google-api-core!=2.0.*,!=2.1.*,!=2.10.*,!=2.2.*,!=2.3.*,!=2.4.*,!=2.5.*,!=2.6.*,!=2.7.*,!=2.8.*,!=2.9.*,<3.0.0dev,>=1.34.1->google-api-core[grpc]!=2.0.*,!=2.1.*,!=2.10.*,!=2.2.*,!=2.3.*,!=2.4.*,!=2.5.*,!=2.6.*,!=2.7.*,!=2.8.*,!=2.9.*,<3.0.0dev,>=1.34.1->google-cloud-translate==3.15.3) (1.63.1)\n",
            "Requirement already satisfied: requests<3.0.0.dev0,>=2.18.0 in c:\\users\\user\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.11_qbz5n2kfra8p0\\localcache\\local-packages\\python311\\site-packages (from google-api-core!=2.0.*,!=2.1.*,!=2.10.*,!=2.2.*,!=2.3.*,!=2.4.*,!=2.5.*,!=2.6.*,!=2.7.*,!=2.8.*,!=2.9.*,<3.0.0dev,>=1.34.1->google-api-core[grpc]!=2.0.*,!=2.1.*,!=2.10.*,!=2.2.*,!=2.3.*,!=2.4.*,!=2.5.*,!=2.6.*,!=2.7.*,!=2.8.*,!=2.9.*,<3.0.0dev,>=1.34.1->google-cloud-translate==3.15.3) (2.32.3)\n",
            "Requirement already satisfied: grpcio<2.0dev,>=1.33.2 in c:\\users\\user\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.11_qbz5n2kfra8p0\\localcache\\local-packages\\python311\\site-packages (from google-api-core[grpc]!=2.0.*,!=2.1.*,!=2.10.*,!=2.2.*,!=2.3.*,!=2.4.*,!=2.5.*,!=2.6.*,!=2.7.*,!=2.8.*,!=2.9.*,<3.0.0dev,>=1.34.1->google-cloud-translate==3.15.3) (1.64.1)\n",
            "Requirement already satisfied: grpcio-status<2.0.dev0,>=1.33.2 in c:\\users\\user\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.11_qbz5n2kfra8p0\\localcache\\local-packages\\python311\\site-packages (from google-api-core[grpc]!=2.0.*,!=2.1.*,!=2.10.*,!=2.2.*,!=2.3.*,!=2.4.*,!=2.5.*,!=2.6.*,!=2.7.*,!=2.8.*,!=2.9.*,<3.0.0dev,>=1.34.1->google-cloud-translate==3.15.3) (1.62.2)\n",
            "Requirement already satisfied: cachetools<6.0,>=2.0.0 in c:\\users\\user\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.11_qbz5n2kfra8p0\\localcache\\local-packages\\python311\\site-packages (from google-auth!=2.24.0,!=2.25.0,<3.0.0dev,>=2.14.1->google-cloud-translate==3.15.3) (5.3.3)\n",
            "Requirement already satisfied: pyasn1-modules>=0.2.1 in c:\\users\\user\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.11_qbz5n2kfra8p0\\localcache\\local-packages\\python311\\site-packages (from google-auth!=2.24.0,!=2.25.0,<3.0.0dev,>=2.14.1->google-cloud-translate==3.15.3) (0.4.0)\n",
            "Requirement already satisfied: rsa<5,>=3.1.4 in c:\\users\\user\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.11_qbz5n2kfra8p0\\localcache\\local-packages\\python311\\site-packages (from google-auth!=2.24.0,!=2.25.0,<3.0.0dev,>=2.14.1->google-cloud-translate==3.15.3) (4.9)\n",
            "Requirement already satisfied: pyasn1<0.7.0,>=0.4.6 in c:\\users\\user\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.11_qbz5n2kfra8p0\\localcache\\local-packages\\python311\\site-packages (from pyasn1-modules>=0.2.1->google-auth!=2.24.0,!=2.25.0,<3.0.0dev,>=2.14.1->google-cloud-translate==3.15.3) (0.6.0)\n",
            "Requirement already satisfied: charset-normalizer<4,>=2 in c:\\users\\user\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.11_qbz5n2kfra8p0\\localcache\\local-packages\\python311\\site-packages (from requests<3.0.0.dev0,>=2.18.0->google-api-core!=2.0.*,!=2.1.*,!=2.10.*,!=2.2.*,!=2.3.*,!=2.4.*,!=2.5.*,!=2.6.*,!=2.7.*,!=2.8.*,!=2.9.*,<3.0.0dev,>=1.34.1->google-api-core[grpc]!=2.0.*,!=2.1.*,!=2.10.*,!=2.2.*,!=2.3.*,!=2.4.*,!=2.5.*,!=2.6.*,!=2.7.*,!=2.8.*,!=2.9.*,<3.0.0dev,>=1.34.1->google-cloud-translate==3.15.3) (3.3.2)\n",
            "Requirement already satisfied: idna<4,>=2.5 in c:\\users\\user\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.11_qbz5n2kfra8p0\\localcache\\local-packages\\python311\\site-packages (from requests<3.0.0.dev0,>=2.18.0->google-api-core!=2.0.*,!=2.1.*,!=2.10.*,!=2.2.*,!=2.3.*,!=2.4.*,!=2.5.*,!=2.6.*,!=2.7.*,!=2.8.*,!=2.9.*,<3.0.0dev,>=1.34.1->google-api-core[grpc]!=2.0.*,!=2.1.*,!=2.10.*,!=2.2.*,!=2.3.*,!=2.4.*,!=2.5.*,!=2.6.*,!=2.7.*,!=2.8.*,!=2.9.*,<3.0.0dev,>=1.34.1->google-cloud-translate==3.15.3) (3.7)\n",
            "Requirement already satisfied: urllib3<3,>=1.21.1 in c:\\users\\user\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.11_qbz5n2kfra8p0\\localcache\\local-packages\\python311\\site-packages (from requests<3.0.0.dev0,>=2.18.0->google-api-core!=2.0.*,!=2.1.*,!=2.10.*,!=2.2.*,!=2.3.*,!=2.4.*,!=2.5.*,!=2.6.*,!=2.7.*,!=2.8.*,!=2.9.*,<3.0.0dev,>=1.34.1->google-api-core[grpc]!=2.0.*,!=2.1.*,!=2.10.*,!=2.2.*,!=2.3.*,!=2.4.*,!=2.5.*,!=2.6.*,!=2.7.*,!=2.8.*,!=2.9.*,<3.0.0dev,>=1.34.1->google-cloud-translate==3.15.3) (2.2.1)\n",
            "Requirement already satisfied: certifi>=2017.4.17 in c:\\users\\user\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.11_qbz5n2kfra8p0\\localcache\\local-packages\\python311\\site-packages (from requests<3.0.0.dev0,>=2.18.0->google-api-core!=2.0.*,!=2.1.*,!=2.10.*,!=2.2.*,!=2.3.*,!=2.4.*,!=2.5.*,!=2.6.*,!=2.7.*,!=2.8.*,!=2.9.*,<3.0.0dev,>=1.34.1->google-api-core[grpc]!=2.0.*,!=2.1.*,!=2.10.*,!=2.2.*,!=2.3.*,!=2.4.*,!=2.5.*,!=2.6.*,!=2.7.*,!=2.8.*,!=2.9.*,<3.0.0dev,>=1.34.1->google-cloud-translate==3.15.3) (2024.6.2)\n",
            "Requirement already satisfied: pyttsx3==2.90 in c:\\users\\user\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.11_qbz5n2kfra8p0\\localcache\\local-packages\\python311\\site-packages (2.90)\n",
            "Requirement already satisfied: comtypes in c:\\users\\user\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.11_qbz5n2kfra8p0\\localcache\\local-packages\\python311\\site-packages (from pyttsx3==2.90) (1.4.4)\n",
            "Requirement already satisfied: pypiwin32 in c:\\users\\user\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.11_qbz5n2kfra8p0\\localcache\\local-packages\\python311\\site-packages (from pyttsx3==2.90) (223)\n",
            "Requirement already satisfied: pywin32 in c:\\users\\user\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.11_qbz5n2kfra8p0\\localcache\\local-packages\\python311\\site-packages (from pyttsx3==2.90) (306)\n",
            "Requirement already satisfied: gtts==2.5.1 in c:\\users\\user\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.11_qbz5n2kfra8p0\\localcache\\local-packages\\python311\\site-packages (2.5.1)\n",
            "Requirement already satisfied: requests<3,>=2.27 in c:\\users\\user\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.11_qbz5n2kfra8p0\\localcache\\local-packages\\python311\\site-packages (from gtts==2.5.1) (2.32.3)\n",
            "Requirement already satisfied: click<8.2,>=7.1 in c:\\users\\user\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.11_qbz5n2kfra8p0\\localcache\\local-packages\\python311\\site-packages (from gtts==2.5.1) (8.1.7)\n",
            "Requirement already satisfied: colorama in c:\\users\\user\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.11_qbz5n2kfra8p0\\localcache\\local-packages\\python311\\site-packages (from click<8.2,>=7.1->gtts==2.5.1) (0.4.6)\n",
            "Requirement already satisfied: charset-normalizer<4,>=2 in c:\\users\\user\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.11_qbz5n2kfra8p0\\localcache\\local-packages\\python311\\site-packages (from requests<3,>=2.27->gtts==2.5.1) (3.3.2)\n",
            "Requirement already satisfied: idna<4,>=2.5 in c:\\users\\user\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.11_qbz5n2kfra8p0\\localcache\\local-packages\\python311\\site-packages (from requests<3,>=2.27->gtts==2.5.1) (3.7)\n",
            "Requirement already satisfied: urllib3<3,>=1.21.1 in c:\\users\\user\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.11_qbz5n2kfra8p0\\localcache\\local-packages\\python311\\site-packages (from requests<3,>=2.27->gtts==2.5.1) (2.2.1)\n",
            "Requirement already satisfied: certifi>=2017.4.17 in c:\\users\\user\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.11_qbz5n2kfra8p0\\localcache\\local-packages\\python311\\site-packages (from requests<3,>=2.27->gtts==2.5.1) (2024.6.2)\n",
            "Requirement already satisfied: playsound==1.3.0 in c:\\users\\user\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.11_qbz5n2kfra8p0\\localcache\\local-packages\\python311\\site-packages (1.3.0)\n"
          ]
        }
      ],
      "source": [
        "!pip install opencv-python==4.7.0.72\n",
        "!pip install speechrecognition==3.10.4\n",
        "!pip install threading\n",
        "!pip install google-cloud-translate==3.15.3\n",
        "!pip install pyttsx3==2.90\n",
        "!pip install gtts==2.5.1\n",
        "!pip install playsound==1.3.0"
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "import os\n",
        "#os.environ[\"GOOGLE_APPLICATION_CREDENTIALS\"]=r\"C:\\Users\\USER\\Downloads\\youtubeandroid-numberofID.json\"\n",
        "\n",
        "print(os.getenv(\"GOOGLE_APPLICATION_CREDENTIALS\"))"
      ],
      "metadata": {
        "id": "eZYuwKCp7W5-"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "metadata": {},
        "id": "aW8oLCdV7Uvs",
        "outputId": "d493c204-1ede-4735-9a2a-9c7c42bd2d80"
      },
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "Adjusting for ambient noise, please wait...\n",
            "Speak Now\n",
            "Original Text: salam\n",
            "Translated Text: hello\n"
          ]
        },
        {
          "ename": "FileNotFoundError",
          "evalue": "[Errno 2] No such file or directory: 'C:\\\\Users\\\\USER\\\\Project\\\\hello.mp3'",
          "output_type": "error",
          "traceback": [
            "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
            "\u001b[1;31mFileNotFoundError\u001b[0m                         Traceback (most recent call last)",
            "Cell \u001b[1;32mIn[9], line 36\u001b[0m\n\u001b[0;32m     34\u001b[0m     converted_audio \u001b[38;5;241m=\u001b[39m gtts\u001b[38;5;241m.\u001b[39mgTTS(text_en, lang\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124men\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n\u001b[0;32m     35\u001b[0m     p \u001b[38;5;241m=\u001b[39m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mC:\u001b[39m\u001b[38;5;130;01m\\\\\u001b[39;00m\u001b[38;5;124mUsers\u001b[39m\u001b[38;5;130;01m\\\\\u001b[39;00m\u001b[38;5;124mUSER\u001b[39m\u001b[38;5;130;01m\\\\\u001b[39;00m\u001b[38;5;124mProject\u001b[39m\u001b[38;5;130;01m\\\\\u001b[39;00m\u001b[38;5;124m\"\u001b[39m\n\u001b[1;32m---> 36\u001b[0m     \u001b[43mconverted_audio\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43msave\u001b[49m\u001b[43m(\u001b[49m\u001b[43mp\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m+\u001b[39;49m\u001b[43m \u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mhello.mp3\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m)\u001b[49m\n\u001b[0;32m     39\u001b[0m     playsound\u001b[38;5;241m.\u001b[39mplaysound(p \u001b[38;5;241m+\u001b[39m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mhello.mp3\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n\u001b[0;32m     40\u001b[0m \u001b[38;5;28;01mexcept\u001b[39;00m sr\u001b[38;5;241m.\u001b[39mWaitTimeoutError:\n",
            "File \u001b[1;32m~\\AppData\\Local\\Packages\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\LocalCache\\local-packages\\Python311\\site-packages\\gtts\\tts.py:334\u001b[0m, in \u001b[0;36mgTTS.save\u001b[1;34m(self, savefile)\u001b[0m\n\u001b[0;32m    324\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21msave\u001b[39m(\u001b[38;5;28mself\u001b[39m, savefile):\n\u001b[0;32m    325\u001b[0m \u001b[38;5;250m    \u001b[39m\u001b[38;5;124;03m\"\"\"Do the TTS API request and write result to file.\u001b[39;00m\n\u001b[0;32m    326\u001b[0m \n\u001b[0;32m    327\u001b[0m \u001b[38;5;124;03m    Args:\u001b[39;00m\n\u001b[1;32m   (...)\u001b[0m\n\u001b[0;32m    332\u001b[0m \n\u001b[0;32m    333\u001b[0m \u001b[38;5;124;03m    \"\"\"\u001b[39;00m\n\u001b[1;32m--> 334\u001b[0m     \u001b[38;5;28;01mwith\u001b[39;00m \u001b[38;5;28;43mopen\u001b[39;49m\u001b[43m(\u001b[49m\u001b[38;5;28;43mstr\u001b[39;49m\u001b[43m(\u001b[49m\u001b[43msavefile\u001b[49m\u001b[43m)\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mwb\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m)\u001b[49m \u001b[38;5;28;01mas\u001b[39;00m f:\n\u001b[0;32m    335\u001b[0m         \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mwrite_to_fp(f)\n\u001b[0;32m    336\u001b[0m         f\u001b[38;5;241m.\u001b[39mflush()\n",
            "\u001b[1;31mFileNotFoundError\u001b[0m: [Errno 2] No such file or directory: 'C:\\\\Users\\\\USER\\\\Project\\\\hello.mp3'"
          ]
        }
      ],
      "source": [
        "import speech_recognition as sr\n",
        "import gtts\n",
        "import playsound\n",
        "from google.cloud import translate_v2 as translate\n",
        "\n",
        "\n",
        "#for translation\n",
        "def translate_text(text, target_language='en'):\n",
        "    client = translate.Client()\n",
        "    result = client.translate(text, target_language=target_language)\n",
        "    translated_text = result['translatedText']\n",
        "    return translated_text\n",
        "\n",
        "#for microphpone\n",
        "recognizer = sr.Recognizer()\n",
        "\n",
        "#pause threshold = for optimization\n",
        "recognizer.pause_threshold = 0.5\n",
        "while True:\n",
        "    with sr.Microphone() as source:\n",
        "        print(\"Adjusting for ambient noise, please wait...\")\n",
        "        recognizer.adjust_for_ambient_noise(source, duration=1)\n",
        "\n",
        "        print(\"Speak Now\")\n",
        "        try:\n",
        "            voice = recognizer.listen(source)\n",
        "            text = recognizer.recognize_google(voice, language=\"az\")\n",
        "            print(\"Original Text:\", text)\n",
        "\n",
        "\n",
        "            text_en = translate_text(text, target_language='en')\n",
        "            print(\"Translated Text:\", text_en)\n",
        "\n",
        "\n",
        "            converted_audio = gtts.gTTS(text_en, lang=\"en\")\n",
        "            p = \"C:\\\\Users\\\\USER\\\\Project\\\\\"\n",
        "            converted_audio.save(p + \"hello.mp3\")\n",
        "\n",
        "\n",
        "            playsound.playsound(p + \"hello.mp3\")\n",
        "        except sr.WaitTimeoutError:\n",
        "            print(\"Listening timed out while waiting for phrase to start\")\n",
        "        except sr.UnknownValueError:\n",
        "            print(\"Google Speech Recognition could not understand audio\")\n",
        "        except sr.RequestError as e:\n",
        "            print(\"Could not request results from Google Speech Recognition service; {0}\".format(e))"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "metadata": {},
        "id": "nFYlm5XJ7Uvs",
        "outputId": "f4fb0ed1-f8ad-4cd2-fe1d-e257bb5a829f"
      },
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "Listening...\n",
            "Processing...\n",
            "Original Text:  salam\n",
            "Translated Text:  hello\n",
            "Listening...\n"
          ]
        },
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "Processing...\n",
            "Original Text:  çox sağ olun\n",
            "Translated Text:  Thank you very much\n"
          ]
        }
      ],
      "source": [
        "import cv2\n",
        "import speech_recognition as sr\n",
        "import threading\n",
        "from google.cloud import translate_v2 as translate\n",
        "import pyttsx3\n",
        "\n",
        "# Initialize recognizer and microphone for speech recognition\n",
        "recognizer = sr.Recognizer()\n",
        "microphone = sr.Microphone()\n",
        "\n",
        "# Initialize Google Cloud Translate client and pyttsx3 text-to-speech engine\n",
        "translate_client = translate.Client()\n",
        "engine = pyttsx3.init()\n",
        "\n",
        "# Global variable to store the translated transcript\n",
        "transcript = \"\"\n",
        "\n",
        "\n",
        "def translate_text(text, target_language='en'):\n",
        "    \"\"\"\n",
        "    Translates text to the target language.\n",
        "    \"\"\"\n",
        "    result = translate_client.translate(text, target_language=target_language)\n",
        "    return result['translatedText']\n",
        "\n",
        "\n",
        "def text_to_speech(text):\n",
        "    \"\"\"\n",
        "    Converts text to speech.\n",
        "    \"\"\"\n",
        "    engine.say(text)\n",
        "    engine.runAndWait()\n",
        "\n",
        "# Set recognizer parameters\n",
        "recognizer.pause_threshold = 1\n",
        "\n",
        "\n",
        "def update_transcript():\n",
        "    \"\"\"\n",
        "    Listens to the microphone and updates the transcript.\n",
        "    \"\"\"\n",
        "    global transcript\n",
        "\n",
        "    while True:\n",
        "        with microphone as source:\n",
        "            recognizer.adjust_for_ambient_noise(source, duration=1)   # Adjust microphone for ambient noise\n",
        "\n",
        "            try:\n",
        "                print(\"Listening...\")\n",
        "                audio = recognizer.listen(source)\n",
        "                print(\"Processing...\")\n",
        "                original_text = recognizer.recognize_google(audio, language=\"az\")  # Recognize speech using Google Web Speech API\n",
        "                print(\"Original Text: \", original_text)\n",
        "\n",
        "\n",
        "                translated_text = translate_text(original_text, 'en')   # Translate recognized text\n",
        "                print(\"Translated Text: \", translated_text)\n",
        "\n",
        "                transcript = translated_text     # Update the transcript\n",
        "\n",
        "                # Convert translated text to speech\n",
        "                text_to_speech(transcript)\n",
        "            except sr.WaitTimeoutError:\n",
        "                print(\"Timeout; no speech detected.\")\n",
        "                transcript = \"Timeout; no speech detected.\"\n",
        "            except sr.UnknownValueError:\n",
        "                print(\"Could not understand the audio.\")\n",
        "                transcript = \"Could not understand the audio.\"\n",
        "            except sr.RequestError as e:\n",
        "                print(f\"Could not request results; {e}\")\n",
        "                transcript = f\"Service error: {e}\"\n",
        "\n",
        "# Start the transcript update function in a daemon thread\n",
        "thread = threading.Thread(target=update_transcript)\n",
        "thread.daemon = True\n",
        "thread.start()\n",
        "\n",
        "# Open a connection to the webcam\n",
        "cap = cv2.VideoCapture(0)\n",
        "\n",
        "\n",
        "while True:\n",
        "    ret, frame = cap.read()\n",
        "    if not ret:\n",
        "        print(\"Failed to capture video\")\n",
        "        break\n",
        "\n",
        "    # Get the frame dimensions\n",
        "    height, width, _ = frame.shape\n",
        "\n",
        "    # Draw a white rectangle at the bottom of the frame for displaying the transcript\n",
        "    rect_height = 80\n",
        "    cv2.rectangle(frame, (0, height - rect_height), (width, height), (255, 255, 255), -1)\n",
        "\n",
        "    # Define the position for the transcript text\n",
        "    text_position = (10, height - 40)\n",
        "    cv2.putText(frame, transcript, text_position, cv2.FONT_HERSHEY_SIMPLEX, 0.8, (0, 0, 0), 2, cv2.LINE_AA)\n",
        "\n",
        "    # Display the video feed with the transcript\n",
        "    cv2.imshow('Real-Time Video Feed with Transcript', frame)\n",
        "\n",
        "    # Exit the loop if 'q' is pressed\n",
        "    if cv2.waitKey(1) & 0xFF == ord('q'):\n",
        "        break\n",
        "\n",
        "# Release the webcam and close all OpenCV windows\n",
        "cap.release()\n",
        "cv2.destroyAllWindows()\n"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "id": "FHX2iIxR7Uvt"
      },
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      "source": []
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