├── .dockerignore ├── .github └── workflows │ ├── build_image.yml │ └── docker_build_push.yml ├── .gitignore ├── .python-version ├── Dockerfile ├── LICENSE ├── README.md ├── build.sh ├── config ├── app.json ├── sentry.json ├── telegram.json ├── wit.json └── yandex.json ├── data └── .keep_folder ├── requirements.txt ├── run.sh ├── src ├── antiflood │ ├── __init__.py │ └── antiflood.py ├── audiotools │ ├── __init__.py │ └── speech.py ├── config │ └── __init__.py ├── database │ ├── __init__.py │ └── db.py ├── functional │ └── __init__.py ├── main.py ├── metaclass │ ├── __init__.py │ └── singleton.py ├── phototools │ ├── __init__.py │ ├── ocr.py │ └── qr.py ├── resources │ ├── __init__.py │ └── loader.py ├── tests │ └── test_db.py ├── transcriberbot │ ├── blueprints │ │ ├── __init__.py │ │ ├── chat_handlers.py │ │ ├── commands.py │ │ ├── messages.py │ │ ├── photos.py │ │ └── voice.py │ ├── bot.py │ ├── filters │ │ ├── __init__.py │ │ └── filters.py │ └── multiprocessing │ │ ├── __init__.py │ │ └── pools.py └── translator │ ├── __init__.py │ └── translator.py └── values ├── strings.xml ├── strings_de-DE.xml ├── strings_es-ES.xml ├── strings_it-IT.xml └── strings_pt-BR.xml /.dockerignore: -------------------------------------------------------------------------------- 1 | **/*.pyc 2 | **/__pycache__ 3 | .git 4 | .pytest_cache 5 | -------------------------------------------------------------------------------- /.github/workflows/build_image.yml: -------------------------------------------------------------------------------- 1 | name: DockerBuildAndPush 2 | 3 | on: 4 | push: 5 | branches: 6 | - master 7 | - developement 8 | - ptb-async 9 | 10 | env: 11 | IMAGE_NAME: transcriberbot 12 | 13 | jobs: 14 | push: 15 | runs-on: ubuntu-latest 16 | if: github.event_name == 'push' 17 | 18 | steps: 19 | - uses: actions/checkout@v2 20 | 21 | - name: Login to ghcr registry 22 | run: echo "${{ secrets.GITHUB_TOKEN }}" | docker login ghcr.io -u $ --password-stdin 23 | 24 | - name: Build image 25 | run: docker build . --file Dockerfile --tag $IMAGE_NAME 26 | 27 | - name: Push image 28 | run: | 29 | IMAGE_ID=ghcr.io/${{ github.repository_owner }}/$IMAGE_NAME 30 | # Change all uppercase to lowercase 31 | IMAGE_ID=$(echo $IMAGE_ID | tr '[A-Z]' '[a-z]') 32 | # Strip git ref prefix from version 33 | VERSION=$(echo "${{ github.ref }}" | sed -e 's,.*/\(.*\),\1,') 34 | # Strip "v" prefix from tag name 35 | [[ "${{ github.ref }}" == "refs/tags/"* ]] && VERSION=$(echo $VERSION | sed -e 's/^v//') 36 | # Use Docker `latest` tag convention 37 | [ "$VERSION" == "master" ] && VERSION=latest 38 | echo IMAGE_ID=$IMAGE_ID 39 | echo VERSION=$VERSION 40 | docker tag $IMAGE_NAME $IMAGE_ID:$VERSION 41 | docker push $IMAGE_ID:$VERSION -------------------------------------------------------------------------------- /.github/workflows/docker_build_push.yml: -------------------------------------------------------------------------------- 1 | name: DockerBuildAndPush 2 | 3 | on: 4 | push: 5 | branches: 6 | - master 7 | - developement 8 | 9 | env: 10 | IMAGE_NAME: transcriberbot 11 | 12 | jobs: 13 | push: 14 | runs-on: ubuntu-latest 15 | if: github.event_name == 'push' 16 | 17 | steps: 18 | - uses: actions/checkout@v2 19 | 20 | - name: Login to ghcr registry 21 | run: echo "${{ secrets.GITHUB_TOKEN }}" | docker login ghcr.io -u $ --password-stdin 22 | 23 | - name: Build image 24 | run: docker build . --file Dockerfile --tag $IMAGE_NAME 25 | 26 | - name: Push image 27 | run: | 28 | IMAGE_ID=ghcr.io/${{ github.repository_owner }}/$IMAGE_NAME 29 | # Change all uppercase to lowercase 30 | IMAGE_ID=$(echo $IMAGE_ID | tr '[A-Z]' '[a-z]') 31 | # Strip git ref prefix from version 32 | VERSION=$(echo "${{ github.ref }}" | sed -e 's,.*/\(.*\),\1,') 33 | # Strip "v" prefix from tag name 34 | [[ "${{ github.ref }}" == "refs/tags/"* ]] && VERSION=$(echo $VERSION | sed -e 's/^v//') 35 | # Use Docker `latest` tag convention 36 | [ "$VERSION" == "master" ] && VERSION=latest 37 | echo IMAGE_ID=$IMAGE_ID 38 | echo VERSION=$VERSION 39 | docker tag $IMAGE_NAME $IMAGE_ID:$VERSION 40 | docker push $IMAGE_ID:$VERSION 41 | -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- 1 | # TranscriberBot-specific ignores 2 | media/ 3 | 4 | # Generic data-related ignores 5 | *.csv 6 | *.db 7 | *.sqlite 8 | *.sqlite3 9 | data/ 10 | db.sqlite3 11 | db.sqlite3-journal 12 | 13 | # Generic Python-related ignores 14 | *$py.class 15 | *.cover 16 | *.egg 17 | *.egg-info/ 18 | *.log 19 | *.manifest 20 | *.mo 21 | *.pot 22 | *.py,cover 23 | *.py[cod] 24 | *.pyc 25 | *.sage.py 26 | *.spec 27 | .Python 28 | .activate 29 | .cache 30 | .coverage 31 | .coverage.* 32 | .directory 33 | .dmypy.json 34 | .eggs/ 35 | .env 36 | .hypothesis/ 37 | .idea/* 38 | .installed.cfg 39 | .ipynb_checkpoints 40 | .ipynb_checkpoints/ 41 | .mypy_cache/ 42 | .nox/ 43 | .pybuilder/ 44 | .pyre/ 45 | .pytest_cache/ 46 | .pytype/ 47 | .ropeproject 48 | .scrapy 49 | .spyderproject 50 | .spyproject 51 | .tox 52 | .tox/ 53 | .venv 54 | .webassets-cache 55 | /site 56 | ENV/ 57 | MANIFEST 58 | __pycache__/ 59 | __pypackages__/ 60 | build/ 61 | build/* 62 | celerybeat-schedule 63 | celerybeat.pid 64 | cover/ 65 | coverage.xml 66 | cython_debug/ 67 | develop-eggs/ 68 | dist/ 69 | dist/* 70 | dmypy.json 71 | docs-build/ 72 | docs/_build/ 73 | docs/man/ 74 | docs/reference/ 75 | downloads/ 76 | eggs/ 77 | env.bak/ 78 | env/ 79 | htmlcov/ 80 | instance/ 81 | ipython_config.py 82 | lib/ 83 | lib64/ 84 | local_settings.py 85 | nosetests.xml 86 | parts/ 87 | pip-delete-this-directory.txt 88 | pip-log.txt 89 | profile_default/ 90 | reg_settings.py 91 | sdist/ 92 | share/python-wheels/ 93 | target/ 94 | var/ 95 | venv.bak/ 96 | venv/ 97 | wheels/ 98 | 99 | # Other ignores 100 | *.so 101 | *.sw? 102 | *~ 103 | .*.sw? 104 | .DS_Store 105 | .vscode/ 106 | -------------------------------------------------------------------------------- /.python-version: -------------------------------------------------------------------------------- 1 | transcriber-bot-wonda 2 | -------------------------------------------------------------------------------- /Dockerfile: -------------------------------------------------------------------------------- 1 | FROM python:3.12.0-slim 2 | 3 | # Set global configs 4 | WORKDIR / 5 | RUN export LC_ALL=C 6 | RUN export LC_CTYPE=C 7 | RUN export LC_NUMERIC=C 8 | 9 | # Install system dependencies 10 | RUN apt-get update 11 | RUN apt-get install --no-install-recommends -y \ 12 | build-essential \ 13 | ffmpeg \ 14 | libleptonica-dev \ 15 | libtesseract-dev \ 16 | libzbar-dev \ 17 | python3-dev \ 18 | tesseract-ocr \ 19 | && \ 20 | apt-get clean 21 | 22 | # Install Python dependencies 23 | COPY requirements.txt . 24 | RUN pip install --no-cache-dir -U pip && \ 25 | pip install --no-cache-dir -r requirements.txt 26 | 27 | # Copy code and define default command 28 | COPY src/ src/ 29 | 30 | RUN useradd -m transcriber 31 | RUN chown -R transcriber src/ 32 | RUN chown -R transcriber media/ 33 | 34 | USER transcriber 35 | 36 | CMD [ "python", "src/main.py" ] 37 | -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- 1 | GNU GENERAL PUBLIC LICENSE 2 | Version 3, 29 June 2007 3 | 4 | Copyright (C) 2007 Free Software Foundation, Inc. 5 | Everyone is permitted to copy and distribute verbatim copies 6 | of this license document, but changing it is not allowed. 7 | 8 | Preamble 9 | 10 | The GNU General Public License is a free, copyleft license for 11 | software and other kinds of works. 12 | 13 | The licenses for most software and other practical works are designed 14 | to take away your freedom to share and change the works. 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If not, see . 649 | 650 | Also add information on how to contact you by electronic and paper mail. 651 | 652 | If the program does terminal interaction, make it output a short 653 | notice like this when it starts in an interactive mode: 654 | 655 | Copyright (C) 656 | This program comes with ABSOLUTELY NO WARRANTY; for details type `show w'. 657 | This is free software, and you are welcome to redistribute it 658 | under certain conditions; type `show c' for details. 659 | 660 | The hypothetical commands `show w' and `show c' should show the appropriate 661 | parts of the General Public License. Of course, your program's commands 662 | might be different; for a GUI interface, you would use an "about box". 663 | 664 | You should also get your employer (if you work as a programmer) or school, 665 | if any, to sign a "copyright disclaimer" for the program, if necessary. 666 | For more information on this, and how to apply and follow the GNU GPL, see 667 | . 668 | 669 | The GNU General Public License does not permit incorporating your program 670 | into proprietary programs. If your program is a subroutine library, you 671 | may consider it more useful to permit linking proprietary applications with 672 | the library. If this is what you want to do, use the GNU Lesser General 673 | Public License instead of this License. But first, please read 674 | . 675 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | # Transcriber Bot 2 | 3 | [![Generic badge](https://img.shields.io/badge/Bot-@Transcriber_bot-0d86d7.svg)](https://t.me/Transcriber_bot) 4 | [![Generic badge](https://img.shields.io/badge/News-@Transcriber_botNewsChannel-0d86d7.svg)](https://t.me/Transcriber_botNewsChannel) 5 | 6 | ## Quick Start 7 | 8 | 1. Create your own Telegram bot from @BotFather and take the bot token 9 | 10 | 2. Edit the file **config/telegram.json** 11 | 12 | ```json 13 | { 14 | "username": "BOT USERNAME", 15 | "token": "BOT TOKEN", 16 | "admins": [ "YOUR TELEGRAM ID" ] 17 | } 18 | ``` 19 | 20 | 3. Create your own Wit token on [Wit website](https://wit.ai/docs/quickstart) 21 | 22 | 4. Edit the file **config/wit.json** (for example with italian token) 23 | 24 | ```json 25 | { 26 | "it-IT": "WIT TOKEN FOR Italian" 27 | } 28 | ``` 29 | 30 | You can repeat the points 3 and 4 for support multiple languages. 31 | 32 | You can test if your token is working by running: `python src/audiotools/speech.py wit_api_key some_file.mp3 transcription.txt` 33 | 34 | 5. Create your own Yandex translate token on [Yandex website](https://tech.yandex.com/translate/) 35 | 36 | 6. Edit the file **config/yandex.json** 37 | 38 | ```json 39 | { 40 | "translate_key": "YOUR YANDEX TOKEN" 41 | } 42 | ``` 43 | 44 | ## Running with Docker 45 | 46 | We provide prebuilt images on [ghcr.io](https://github.com/charslab/TranscriberBot/pkgs/container/transcriberbot). 47 | See **[run.sh](https://github.com/charslab/TranscriberBot/blob/developement/run.sh)** to start a docker container with the latest release. 48 | 49 | Altenratevely, you can build the image from the Dockerfile with **[build.sh](https://github.com/charslab/TranscriberBot/blob/developement/build.sh)** 50 | 51 | In **[run.sh](https://github.com/charslab/TranscriberBot/blob/developement/run.sh)**, the docker directories **config**, **data** and **values** are binding with the repository directory. 52 | If you want to edit the files in the configuration directories you can do this simply by stopping the container. 53 | As soon as you finish editing the files, just restart the container to make them active. 54 | 55 | 56 | ## Running with virtualenv 57 | 58 | Tested with: `python 3.12.0` 59 | 60 | First, install the required dependencies (Ubuntu): 61 | 62 | ```bash 63 | sudo apt install tesseract-ocr libtesseract-dev libleptonica-dev libpython3-dev libzbar-dev 64 | ``` 65 | Create a virtual environment and install the required packages: 66 | 67 | ```bash 68 | python3 -m venv transcriber-bot 69 | source transcriber-bot/bin/activate 70 | pip install -r requirements.txt 71 | ``` 72 | Run the bot: 73 | 74 | ``` 75 | cd src 76 | python3 main.py 77 | ``` 78 | 79 | 80 | 81 | 82 | -------------------------------------------------------------------------------- /build.sh: -------------------------------------------------------------------------------- 1 | docker build --tag transcriberbot . 2 | -------------------------------------------------------------------------------- /config/app.json: -------------------------------------------------------------------------------- 1 | { 2 | "version": "3.0.0", 3 | "database": "data/database.db", 4 | "media_path": "media", 5 | "languages" : { 6 | "arabic": "ar-EG", 7 | "catalan": "ca-ES", 8 | "chinese_hong_kong": "zh-HK", 9 | "chinese_traditional": "zh-TW", 10 | "chinese": "zh-CN", 11 | "danish": "da-DK", 12 | "dutch": "nl-NL", 13 | "english": "en-US", 14 | "english_uk": "en-GB", 15 | "english_us": "en-US", 16 | "finnish": "fi-FI", 17 | "french": "fr-FR", 18 | "german": "de-DE", 19 | "italian": "it-IT", 20 | "japanese": "ja-JP", 21 | "korean": "ko-KR", 22 | "norwegian": "nb-NO", 23 | "polish": "pl-PL", 24 | "portuguese_brazil": "pt-BR", 25 | "portuguese": "pt-PT", 26 | "russian": "ru-RU", 27 | "spanish": "es-ES", 28 | "swedish": "sv-SE", 29 | "turkish": "tr-TR" 30 | }, 31 | "voice_max_threads": 30, 32 | "photos_max_threads": 10, 33 | "max_media_voice_file_size": 20971520, 34 | 35 | "audio_ext": [ 36 | "3gpp", 37 | "m4a", 38 | "ogg", 39 | "ogx", 40 | "opus", 41 | "wav" 42 | ], 43 | 44 | "video_ext": [ 45 | "avi", 46 | "mkv", 47 | "mp4", 48 | "ogv", 49 | "webm" 50 | ], 51 | 52 | "ocr": { 53 | "tesseract_path": "/usr/share/tesseract-ocr/5/tessdata/" 54 | }, 55 | 56 | "antiflood": { 57 | "age_threshold": 10, 58 | "flood_ratio": 2, 59 | "max_flood_ratio": 6, 60 | "time_threshold_warning": 4, 61 | "time_threshold_flood": 5, 62 | "timeout": 10 63 | }, 64 | 65 | "whisper": { 66 | "api_endpoint": "http://127.0.0.1:8000" 67 | }, 68 | 69 | "logging": { 70 | "level": "APP" 71 | } 72 | } 73 | -------------------------------------------------------------------------------- /config/sentry.json: -------------------------------------------------------------------------------- 1 | { 2 | "dsn": "xxx" 3 | } -------------------------------------------------------------------------------- /config/telegram.json: -------------------------------------------------------------------------------- 1 | { 2 | "username": "xxxx", 3 | "token": "xxxxx", 4 | "admins": [ 5 | "xxxx", 6 | "xxxx" 7 | ] 8 | } 9 | -------------------------------------------------------------------------------- /config/wit.json: -------------------------------------------------------------------------------- 1 | { 2 | "ar-EG": "xxxxx", 3 | "ca-ES": "xxxxx", 4 | "da-DK": "xxxxx", 5 | "de-DE": "xxxxx", 6 | "en-GB": "xxxxx", 7 | "en-US": "xxxxx", 8 | "es-ES": "xxxxx", 9 | "fi-FI": "xxxxx", 10 | "fr-FR": "xxxxx", 11 | "it-IT": "xxxxx", 12 | "ja-JP": "xxxxx", 13 | "ko-KR": "xxxxx", 14 | "nb-NO": "xxxxx", 15 | "nl-NL": "xxxxx", 16 | "pl-PL": "xxxxx", 17 | "pt-BR": "xxxxx", 18 | "pt-PT": "xxxxx", 19 | "ru-RU": "xxxxx", 20 | "sv-SE": "xxxxx", 21 | "tr-TR": "xxxxx", 22 | "zh-CN": "xxxxx", 23 | "zh-HK": "xxxxx", 24 | "zh-TW": "xxxxx" 25 | } -------------------------------------------------------------------------------- /config/yandex.json: -------------------------------------------------------------------------------- 1 | { 2 | "translate_key": "xxxx" 3 | } -------------------------------------------------------------------------------- /data/.keep_folder: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/charslab/TranscriberBot/82d5e37ec7556923852718c58406812e34c407c2/data/.keep_folder -------------------------------------------------------------------------------- /requirements.txt: -------------------------------------------------------------------------------- 1 | python-telegram-bot 2 | coloredlogs 3 | pillow 4 | watchdog 5 | tesserocr 6 | pydub 7 | zbarlight 8 | requests 9 | sentry-sdk -------------------------------------------------------------------------------- /run.sh: -------------------------------------------------------------------------------- 1 | #!/bin/sh 2 | 3 | docker pull ghcr.io/charslab/transcriberbot:ptb-async 4 | docker run \ 5 | -e LC_ALL=C \ 6 | -d --restart unless-stopped \ 7 | --name "transcriberbot-async" \ 8 | -v "$(pwd)"/data:/data \ 9 | -v "$(pwd)"/config:/config \ 10 | -v "$(pwd)"/values:/values \ 11 | -v "$(pwd)"/media:/media \ 12 | --cpus=4.0 \ 13 | --memory=3000m \ 14 | -u "$(id -u):1337" \ 15 | ghcr.io/charslab/transcriberbot:ptb-async -------------------------------------------------------------------------------- /src/antiflood/__init__.py: -------------------------------------------------------------------------------- 1 | from antiflood.antiflood import on_chat_msg_received 2 | from antiflood.antiflood import register_flood_warning_callback 3 | from antiflood.antiflood import register_flood_started_callback 4 | from antiflood.antiflood import register_flood_ended_callback 5 | from antiflood.antiflood import init 6 | -------------------------------------------------------------------------------- /src/antiflood/antiflood.py: -------------------------------------------------------------------------------- 1 | import config 2 | import time 3 | import logging 4 | 5 | logger = logging.getLogger(__name__) 6 | 7 | flood_ratio = 2 # messages/seconds 8 | max_flood_ratio = 10 9 | time_threshold_warning = 5 # ratio > flood_ratio for {time_threshold_warning} seconds 10 | time_threshold_flood = 10 # ratio > flood_ratio for {time_threshold_flood} seconds 11 | timeout = 4 # flood ends after ratio < flood_ratio for {timeout} seconds 12 | 13 | callback_flood_warning = None 14 | callback_flood_started = None 15 | callback_flood_ended = None 16 | 17 | LEVEL_NORMAL = 0 18 | LEVEL_WARNING = 1 19 | LEVEL_FLOOD = 2 20 | # chat_id -> (level, ratio, msg_num, duration, last_update) 21 | stats = {} 22 | 23 | 24 | def register_flood_warning_callback(callback): 25 | global callback_flood_warning 26 | callback_flood_warning = callback 27 | 28 | 29 | def register_flood_started_callback(callback): 30 | global callback_flood_started 31 | callback_flood_started = callback 32 | 33 | 34 | def register_flood_ended_callback(callback): 35 | global callback_flood_ended 36 | callback_flood_ended = callback 37 | 38 | 39 | def init(): 40 | global flood_ratio, max_flood_ratio, time_threshold_warning, time_threshold_flood, timeout 41 | flood_ratio = config.get_config_prop("app")["antiflood"]["flood_ratio"] 42 | max_flood_ratio = config.get_config_prop("app")["antiflood"]["max_flood_ratio"] 43 | time_threshold_warning = config.get_config_prop("app")["antiflood"]["time_threshold_warning"] 44 | time_threshold_flood = config.get_config_prop("app")["antiflood"]["time_threshold_flood"] 45 | timeout = config.get_config_prop("app")["antiflood"]["timeout"] 46 | 47 | logger.info("Ratio: %d", flood_ratio) 48 | logger.info("Max flood ratio: %d", max_flood_ratio) 49 | logger.info("Thr warning: %d", time_threshold_warning) 50 | logger.info("Thr flood: %d", time_threshold_flood) 51 | logger.info("Timeout: %d", timeout) 52 | 53 | 54 | def on_chat_msg_received(chat_id): 55 | global flood_ratio, time_threshold_warning, time_threshold_flood, timeout 56 | global callback_flood_warning, callback_flood_started, callback_flood_ended 57 | 58 | curr_time = time.time() 59 | 60 | if chat_id not in stats: 61 | stats[chat_id] = [LEVEL_NORMAL, 1.0, 1, 0.0, curr_time] 62 | 63 | else: 64 | level, ratio, msg_num, duration, last_update = stats[chat_id] 65 | updated_duration = duration + curr_time - last_update 66 | msg_num += 1 67 | curr_ratio = msg_num / updated_duration 68 | 69 | if curr_ratio < flood_ratio and updated_duration > timeout: 70 | curr_ratio, updated_duration, msg_num = 0, 0, 0 71 | level = LEVEL_NORMAL 72 | if callback_flood_ended: 73 | callback_flood_ended(chat_id) 74 | 75 | elif updated_duration > 1 and curr_ratio > max_flood_ratio and level < LEVEL_FLOOD: 76 | level = LEVEL_FLOOD 77 | logger.warning("Flood ratio for chat %d is over the top", chat_id) 78 | if callback_flood_started: 79 | callback_flood_started(chat_id) 80 | 81 | elif curr_ratio > flood_ratio: 82 | if updated_duration >= time_threshold_flood and level < LEVEL_FLOOD: 83 | logger.warning("Flood detected for chat %d", chat_id) 84 | level = LEVEL_FLOOD 85 | if callback_flood_started: 86 | callback_flood_started(chat_id) 87 | 88 | elif updated_duration >= time_threshold_warning and level < LEVEL_WARNING: 89 | logger.info("Potential flood for chat %d", chat_id) 90 | level = LEVEL_WARNING 91 | if callback_flood_warning is not None: 92 | callback_flood_warning(chat_id) 93 | 94 | stats[chat_id] = (level, curr_ratio, msg_num, updated_duration, curr_time) 95 | 96 | logger.info("stats[{}]: {}".format(chat_id, stats[chat_id])) 97 | -------------------------------------------------------------------------------- /src/audiotools/__init__.py: -------------------------------------------------------------------------------- 1 | from audiotools.speech import transcribe 2 | -------------------------------------------------------------------------------- /src/audiotools/speech.py: -------------------------------------------------------------------------------- 1 | import io 2 | import logging 3 | import traceback 4 | import os 5 | 6 | import asyncio 7 | import requests 8 | from functools import partial 9 | 10 | import pydub 11 | from pydub import AudioSegment 12 | import config 13 | import textwrap 14 | 15 | logger = logging.getLogger("speech") 16 | 17 | 18 | class WitTranscriber: 19 | speech_url = "https://api.wit.ai/speech" 20 | 21 | def __init__(self, api_key): 22 | self.session = requests.Session() 23 | self.session.headers.update( 24 | { 25 | "Authorization": "Bearer " + api_key, 26 | "Accept": "application/vnd.wit.20180705+json", 27 | "Content-Type": "audio/raw;encoding=signed-integer;bits=16;rate=8000;endian=little", 28 | } 29 | ) 30 | 31 | async def transcribe(self, chunk): 32 | text = None 33 | try: 34 | loop = asyncio.get_event_loop() 35 | response = await loop.run_in_executor( 36 | None, partial(self.session.post, 37 | url=self.speech_url, 38 | params={"verbose": True}, 39 | data=io.BufferedReader(io.BytesIO(chunk.raw_data))) 40 | ) 41 | 42 | logger.debug("Request response %s", response.text) 43 | data = response.json() 44 | if "_text" in data: 45 | text = data["_text"] 46 | elif "text" in data: # Changed in may 2020 47 | text = data["text"] 48 | 49 | except requests.exceptions.RequestException as e: 50 | logger.error("Could not transcribe chunk", exc_info=True) 51 | 52 | return text 53 | 54 | def close(self): 55 | self.session.close() 56 | 57 | 58 | def __generate_chunks(segment, length=20000 / 1001, split_on_silence=False, noise_threshold=-36): 59 | chunks = list() 60 | if split_on_silence is False: 61 | for i in range(0, len(segment), int(length * 1000)): 62 | chunks.append(segment[i:i + int(length * 1000)]) 63 | else: 64 | while len(chunks) < 1: 65 | logger.debug('split_on_silence (threshold %d)', noise_threshold) 66 | chunks = pydub.silence.split_on_silence(segment, noise_threshold) 67 | noise_threshold += 4 68 | 69 | for i, chunk in enumerate(chunks): 70 | if len(chunk) > int(length * 1000): 71 | subchunks = __generate_chunks(chunk, length, split_on_silence, noise_threshold + 4) 72 | chunks = chunks[:i - 1] + subchunks + chunks[i + 1:] 73 | 74 | return chunks 75 | 76 | 77 | def __preprocess_audio(audio): 78 | return audio.set_sample_width(2).set_channels(1).set_frame_rate(8000) 79 | 80 | 81 | async def transcribe_wit(path, api_key): 82 | logger.info("Transcribing file %s", path) 83 | audio = AudioSegment.from_file(path) 84 | 85 | chunks = __generate_chunks(__preprocess_audio(audio)) 86 | logger.debug("Got %d chunks", len(chunks)) 87 | 88 | transcriber = WitTranscriber(api_key) 89 | for i, chunk in enumerate(chunks): 90 | logger.debug("Transcribing chunk %d", i) 91 | text = await transcriber.transcribe(chunk) 92 | logger.debug("Response received: %s", text) 93 | 94 | if text is not None: 95 | yield i, text, len(chunks) 96 | transcriber.close() 97 | 98 | 99 | async def transcribe_whisper(path): 100 | resp = requests.get(f"{config.get_config_prop('app')['whisper']['api_endpoint']}/transcribe?file_id={path}") 101 | 102 | # split the response into chunks of 4000 characters 103 | chunks = textwrap.wrap(resp.text, 4000) 104 | for idx, chunk in enumerate(chunks): 105 | yield idx, chunk, len(chunks) 106 | 107 | 108 | def transcribe(path, api_key, backend="wit"): 109 | if backend == "wit": 110 | logging.debug("Transcribing with wit") 111 | return transcribe_wit(path, api_key) 112 | 113 | elif backend == "whisper": 114 | logging.debug("Transcribing with whisper") 115 | return transcribe_whisper(os.path.basename(path)) 116 | 117 | raise ValueError("Unknown backend: %s" % backend) 118 | 119 | 120 | if __name__ == "__main__": 121 | import argparse 122 | import sys 123 | 124 | parser = argparse.ArgumentParser() 125 | parser.add_argument("api_key") 126 | parser.add_argument("input_filename") 127 | parser.add_argument("output_filename") 128 | args = parser.parse_args() 129 | 130 | if args.output_filename == "-": 131 | output = sys.stdout 132 | else: 133 | output = open(args.output_filename, mode="w") 134 | 135 | result = transcribe(args.input_filename, args.api_key) 136 | for part, tot in result: 137 | output.write(part + "\n") 138 | output.flush() 139 | 140 | output.close() 141 | -------------------------------------------------------------------------------- /src/config/__init__.py: -------------------------------------------------------------------------------- 1 | import os, glob 2 | import json 3 | import functional 4 | import logging 5 | import pprint 6 | 7 | APP_LOG = 25 8 | 9 | logger = logging.getLogger(__name__) 10 | 11 | __configs = {} 12 | 13 | 14 | def parse_file(file): 15 | logger.info("Loading config file %s", file) 16 | 17 | with open(file) as f: 18 | data = json.load(f) 19 | return data 20 | 21 | 22 | def init(config_folder): 23 | global __configs 24 | files = glob.glob(os.path.join(config_folder, "*.json")) 25 | 26 | keys = [x.replace(config_folder, "").replace(".json", "").replace("/", "") for x in files] 27 | configs = map(parse_file, files) 28 | __configs = dict(zip(keys, configs)) 29 | 30 | base = os.path.join(os.path.dirname(__file__), "../../") 31 | 32 | if not os.path.isabs(__configs['app']['database']): 33 | __configs['app']['database'] = os.path.join(base, __configs['app']['database']) 34 | 35 | if not os.path.isabs(__configs['app']['media_path']): 36 | __configs['app']['media_path'] = os.path.join(base, __configs['app']['media_path']) 37 | 38 | if not os.path.isdir(__configs['app']['media_path']): 39 | os.mkdir(__configs['app']['media_path']) 40 | 41 | 42 | def get_config_prop(key): 43 | global __configs 44 | return __configs[key] 45 | 46 | 47 | def bot_token(): 48 | return get_config_prop("telegram")["token"] 49 | 50 | 51 | def get_language_list(): 52 | return get_config_prop("app")["languages"].keys() 53 | 54 | 55 | def get_audio_extensions(): 56 | return get_config_prop("app").get("audio_ext", []) 57 | 58 | 59 | def get_video_extensions(): 60 | return get_config_prop("app").get("video_ext", []) 61 | 62 | 63 | def get_document_extensions(): 64 | audio_ext = get_audio_extensions() 65 | video_ext = get_video_extensions() 66 | return audio_ext + video_ext 67 | 68 | 69 | def get_bot_admins(): 70 | return [int(id) for id in get_config_prop("telegram")["admins"]] 71 | -------------------------------------------------------------------------------- /src/database/__init__.py: -------------------------------------------------------------------------------- 1 | from database.db import Database 2 | from database.db import TBDB 3 | 4 | """ 5 | SCHEMA 6 | 7 | TABLE CHATS 8 | | chat_id (int) | lang (str) | 9 | voice_enabled (int) | photos_enabled (bool) | 10 | qr_enabled (bool) | active(bool) | ban (bool) | 11 | 12 | TABLE STATS 13 | | month_year (str) | audio_num (int) | 14 | min_tot_audio (int) | min_transcribed_audio (int) | 15 | num_pictures (int) | 16 | 17 | """ 18 | 19 | 20 | def init_schema(database): 21 | with Database(database) as db: 22 | db.execute( 23 | "CREATE TABLE IF NOT EXISTS chats (" 24 | "chat_id INTEGER PRIMARY KEY, " 25 | "lang VARCHAR(5) NOT NULL, " 26 | "voice_enabled INTEGER," 27 | "photos_enabled INTEGER," 28 | "qr_enabled INTEGER," 29 | "active INTEGER," 30 | "ban INTEGER)" 31 | ) 32 | 33 | db.execute( 34 | "CREATE TABLE IF NOT EXISTS stats (" 35 | "month_year INTEGER PRIMARY KEY," 36 | "audio_num INTEGER, " 37 | "min_tot_audio INTEGER," 38 | "min_transcribed_audio INTEGER," 39 | "num_pictures INTEGER)" 40 | ) 41 | -------------------------------------------------------------------------------- /src/database/db.py: -------------------------------------------------------------------------------- 1 | import sqlite3 2 | import metaclass 3 | import logging 4 | import config 5 | import traceback 6 | 7 | logger = logging.getLogger(__name__) 8 | 9 | 10 | class Database(): 11 | __instance = None 12 | 13 | def __init__(self, database): 14 | self.database = database 15 | 16 | def __connect(self): 17 | self.__connection = sqlite3.connect(self.database) 18 | self.__cursor = self.__connection.cursor() 19 | 20 | def __close(self): 21 | self.__connection.commit() 22 | self.__connection.close() 23 | 24 | def __enter__(self): 25 | logger.debug("__enter__") 26 | self.__connect() 27 | return self 28 | 29 | def assoc(self): 30 | self.__connection.row_factory = sqlite3.Row 31 | self.__cursor = self.__connection.cursor() 32 | 33 | def __exit__(self, exc_type, exc_value, exc_traceback): 34 | logger.debug("__exit__") 35 | self.__close() 36 | 37 | if exc_type: 38 | logger.error("exc_type: {}".format(exc_type)) 39 | logger.error("exc_value: {}".format(exc_value)) 40 | logger.error("exc_traceback: {}".format(exc_traceback)) 41 | logger.error("Caught exception", exc_info=True) 42 | 43 | return True 44 | 45 | def execute(self, query, *args): 46 | res = self.__cursor.execute(query, *args) 47 | return self.__cursor 48 | 49 | 50 | class TBDB(): 51 | @staticmethod 52 | def _get_db(): 53 | return Database(config.get_config_prop("app")["database"]) 54 | 55 | @staticmethod 56 | def create_default_chat_entry(chat_id, lang): 57 | with TBDB._get_db() as db: 58 | db.execute( 59 | "INSERT INTO chats(chat_id, lang, voice_enabled, photos_enabled, qr_enabled, active, ban) VALUES(?,?,?,?,?,?,?)", 60 | (chat_id, lang, 1, 0, 0, 1, 0) 61 | ) 62 | 63 | @staticmethod 64 | def get_chat_entry(chat_id): 65 | with TBDB._get_db() as db: 66 | db.assoc() 67 | cursor = db.execute("SELECT * FROM chats WHERE chat_id='{0}'".format(chat_id)) 68 | return cursor.fetchone() 69 | 70 | @staticmethod 71 | def get_chats(): 72 | with TBDB._get_db() as db: 73 | db.assoc() 74 | cursor = db.execute("SELECT * FROM chats") 75 | return [dict(x) for x in cursor.fetchall()] 76 | 77 | @staticmethod 78 | def get_chat_lang(chat_id): 79 | chat_record = TBDB.get_chat_entry(chat_id) 80 | if not chat_record: 81 | logger.debug("Record for chat {} not found, creating one.".format(chat_id)) 82 | TBDB.create_default_chat_entry(chat_id, "en-US") 83 | return "en-US" 84 | 85 | return chat_record["lang"] 86 | 87 | @staticmethod 88 | def set_chat_lang(chat_id, lang): 89 | with TBDB._get_db() as db: 90 | db.execute("UPDATE chats SET lang='{0}' WHERE chat_id='{1}'".format(lang, chat_id)) 91 | 92 | @staticmethod 93 | def get_chat_voice_enabled(chat_id): 94 | try: 95 | with TBDB._get_db() as db: 96 | c = db.execute("SELECT voice_enabled FROM chats WHERE chat_id='{0}'".format(chat_id)) 97 | return c.fetchone()[0] 98 | except TypeError as e: 99 | logger.error("Error getting voice_enabled for chat %d: %s", chat_id, e) 100 | raise e 101 | 102 | @staticmethod 103 | def set_chat_voice_enabled(chat_id, voice_enabled): 104 | with TBDB._get_db() as db: 105 | db.execute("UPDATE chats SET voice_enabled='{0}' WHERE chat_id='{1}'".format(voice_enabled, chat_id)) 106 | 107 | @staticmethod 108 | def get_chat_photos_enabled(chat_id): 109 | with TBDB._get_db() as db: 110 | c = db.execute("SELECT photos_enabled FROM chats WHERE chat_id='{0}'".format(chat_id)) 111 | return c.fetchone()[0] 112 | 113 | @staticmethod 114 | def set_chat_photos_enabled(chat_id, photos_enabled): 115 | with TBDB._get_db() as db: 116 | db.execute("UPDATE chats SET photos_enabled='{0}' WHERE chat_id='{1}'".format(photos_enabled, chat_id)) 117 | 118 | @staticmethod 119 | def get_chat_qr_enabled(chat_id): 120 | with TBDB._get_db() as db: 121 | c = db.execute("SELECT qr_enabled FROM chats WHERE chat_id='{0}'".format(chat_id)) 122 | return c.fetchone()[0] 123 | 124 | @staticmethod 125 | def set_chat_qr_enabled(chat_id, qr_enabled): 126 | with TBDB._get_db() as db: 127 | db.execute("UPDATE chats SET qr_enabled='{0}' WHERE chat_id='{1}'".format(qr_enabled, chat_id)) 128 | 129 | @staticmethod 130 | def get_chat_active(chat_id): 131 | with TBDB._get_db() as db: 132 | c = db.execute("SELECT active FROM chats WHERE chat_id='{0}'".format(chat_id)) 133 | return c.fetchone()[0] 134 | 135 | @staticmethod 136 | def set_chat_active(chat_id, active): 137 | with TBDB._get_db() as db: 138 | db.execute("UPDATE chats SET active='{0}' WHERE chat_id='{1}'".format(active, chat_id)) 139 | 140 | @staticmethod 141 | def get_chat_ban(chat_id): 142 | with TBDB._get_db() as db: 143 | c = db.execute("SELECT ban FROM chats WHERE chat_id='{0}'".format(chat_id)) 144 | return c.fetchone()[0] 145 | 146 | @staticmethod 147 | def set_chat_ban(chat_id, ban): 148 | with TBDB._get_db() as db: 149 | db.execute("UPDATE chats SET ban='{0}' WHERE chat_id='{1}'".format(ban, chat_id)) 150 | 151 | @staticmethod 152 | def get_chats_num(): 153 | with TBDB._get_db() as db: 154 | c = db.execute("SELECT count(*) FROM chats") 155 | return int(c.fetchone()[0]) 156 | 157 | @staticmethod 158 | def get_active_chats_num(): 159 | with TBDB._get_db() as db: 160 | c = db.execute("SELECT count(*) FROM chats where active=1") 161 | return int(c.fetchone()[0]) 162 | -------------------------------------------------------------------------------- /src/functional/__init__.py: -------------------------------------------------------------------------------- 1 | def apply_fn(list, fn): 2 | for item in list: 3 | fn(item) 4 | -------------------------------------------------------------------------------- /src/main.py: -------------------------------------------------------------------------------- 1 | import logging 2 | 3 | import config 4 | import resources 5 | import database 6 | import antiflood 7 | import transcriberbot.bot 8 | import sentry_sdk 9 | from sentry_sdk.integrations.asyncio import AsyncioIntegration 10 | 11 | def main(): 12 | config.init('../config') 13 | 14 | logging.addLevelName(config.APP_LOG, "APP") 15 | 16 | log_level = config.get_config_prop("app")["logging"]["level"] 17 | logging.basicConfig( 18 | format='%(asctime)s - %(name)s - %(levelname)s - %(filename)s [%(funcName)s:%(lineno)d] - %(message)s', 19 | level=log_level 20 | ) 21 | logging.log(config.APP_LOG, "Setting log level to %s", log_level) 22 | 23 | resources.init("../values") 24 | antiflood.init() 25 | database.init_schema(config.get_config_prop("app")["database"]) 26 | 27 | sentry_sdk.init( 28 | dsn=config.get_config_prop("sentry")["dsn"], 29 | # Add data like request headers and IP for users, if applicable; 30 | # see https://docs.sentry.io/platforms/python/data-management/data-collected/ for more info 31 | send_default_pii=True, 32 | # Set traces_sample_rate to 1.0 to capture 100% 33 | # of transactions for tracing. 34 | traces_sample_rate=1.0, 35 | # Set profiles_sample_rate to 1.0 to profile 100% 36 | # of sampled transactions. 37 | # We recommend adjusting this value in production. 38 | profiles_sample_rate=1.0, 39 | integrations=[ 40 | AsyncioIntegration(), 41 | ], 42 | ) 43 | 44 | sentry_sdk.profiler.start_profiler() 45 | transcriberbot.bot.run(config.bot_token()) 46 | 47 | 48 | if __name__ == '__main__': 49 | main() 50 | -------------------------------------------------------------------------------- /src/metaclass/__init__.py: -------------------------------------------------------------------------------- 1 | from metaclass.singleton import Singleton 2 | -------------------------------------------------------------------------------- /src/metaclass/singleton.py: -------------------------------------------------------------------------------- 1 | class Singleton(type): 2 | _instances = {} 3 | 4 | def __call__(cls, *args, **kwargs): 5 | k = (cls, args) 6 | if k not in cls._instances: 7 | cls._instances[k] = super(Singleton, cls).__call__(*args, **kwargs) 8 | return cls._instances[k] 9 | -------------------------------------------------------------------------------- /src/phototools/__init__.py: -------------------------------------------------------------------------------- 1 | from phototools.ocr import image_ocr 2 | from phototools.qr import read_qr 3 | -------------------------------------------------------------------------------- /src/phototools/ocr.py: -------------------------------------------------------------------------------- 1 | import logging 2 | 3 | from tesserocr import PyTessBaseAPI 4 | 5 | import config 6 | 7 | logger = logging.getLogger(__name__) 8 | 9 | 10 | def image_ocr(path, lang): 11 | return image_ocr_tesserocr(path, lang) 12 | 13 | 14 | def image_ocr_docts(path, lang): 15 | from doctr.models import ocr_predictor 16 | 17 | predictor = ocr_predictor.create_predictor() 18 | 19 | # Perform OCR on the image 20 | predictor(path) 21 | 22 | 23 | def image_ocr_easyocr(path, lang): 24 | import easyocr 25 | 26 | logger.info("opening %s", path) 27 | 28 | reader = easyocr.Reader(['en'], gpu=False) 29 | result = reader.readtext(path) 30 | text = " ".join([x[1] for x in result]) 31 | 32 | return text 33 | 34 | 35 | def image_ocr_tesserocr(path, lang): 36 | logger.info("opening %s", path) 37 | 38 | with PyTessBaseAPI(path=config.get_config_prop("app")["ocr"]["tesseract_path"]) as api: 39 | api.SetImageFile(path) 40 | text = api.GetUTF8Text().strip() 41 | 42 | return text 43 | -------------------------------------------------------------------------------- /src/phototools/qr.py: -------------------------------------------------------------------------------- 1 | import zbarlight 2 | import logging 3 | from PIL import Image 4 | 5 | logger = logging.getLogger(__name__) 6 | 7 | 8 | def read_qr(path): 9 | logger.info("opening %s", path) 10 | 11 | with open(path, 'rb') as f: 12 | image = Image.open(f) 13 | image.load() 14 | qr = zbarlight.scan_codes('qrcode', image) 15 | if qr is not None: 16 | qr = qr[0].decode("utf-8") 17 | 18 | return qr 19 | -------------------------------------------------------------------------------- /src/resources/__init__.py: -------------------------------------------------------------------------------- 1 | from resources.loader import init, get_string_resource, iso639_2_to_639_1 2 | -------------------------------------------------------------------------------- /src/resources/loader.py: -------------------------------------------------------------------------------- 1 | import os, glob 2 | import xml.etree.ElementTree as ElementTree 3 | import functools 4 | import functional 5 | import logging 6 | 7 | from watchdog.observers import Observer 8 | from watchdog.events import FileSystemEventHandler 9 | 10 | logger = logging.getLogger(__name__) 11 | strings_r = {} 12 | __resources_directory = None 13 | 14 | 15 | class EventHandler(FileSystemEventHandler): 16 | @staticmethod 17 | def on_any_event(event): 18 | if event.event_type == "modified" or event.event_type == "created": 19 | logger.info("Reloading resource folder") 20 | load_config() 21 | 22 | 23 | def install_observer(): 24 | handler = EventHandler() 25 | observer = Observer() 26 | observer.schedule(handler, __resources_directory) 27 | observer.start() 28 | 29 | 30 | def _load_xml_resouce(path): 31 | logger.info("Loading resource %s", path) 32 | 33 | e = ElementTree.parse(path).getroot() 34 | lang = e.get('lang') 35 | if lang not in strings_r: 36 | strings_r[lang] = {} 37 | 38 | replacements = (('{b}', ''), ('{/b}', ''), 39 | ('{i}', ''), ('{/i}', ''), 40 | ('{code}', ''), ('{/code}', '')) 41 | 42 | for string in e.findall('string'): 43 | if string.text is None: 44 | continue 45 | 46 | value = functools.reduce(lambda s, kv: s.replace(*kv), replacements, string.text) 47 | value = value.strip() 48 | strings_r[lang][string.get('name')] = value 49 | logger.debug("Loaded string resource [%s] (%s): %s", string.get('name'), lang, value) 50 | 51 | 52 | def load_config(): 53 | files = glob.glob(os.path.join(__resources_directory, "strings*.xml")) 54 | functional.apply_fn(files, _load_xml_resouce) 55 | 56 | 57 | def init(values_folder): 58 | global __resources_directory 59 | __resources_directory = values_folder 60 | 61 | load_config() 62 | install_observer() 63 | 64 | 65 | def iso639_2_to_639_1(lang): 66 | # Convert ISO 639-2 to 639-1 based on available translations (i.e it -> it-IT) 67 | return next(iter(list(filter(lambda s: s.startswith(lang), strings_r.keys()))), "en-US") 68 | 69 | 70 | def get_string_resource(id, lang=None): 71 | global strings_r 72 | 73 | if lang is not None and len(lang) < 5: 74 | lang = iso639_2_to_639_1(lang) 75 | 76 | rr = None 77 | if lang in strings_r and id in strings_r[lang]: 78 | rr = strings_r[lang][id] 79 | elif id in strings_r['default']: 80 | rr = strings_r['default'][id] 81 | 82 | return rr 83 | -------------------------------------------------------------------------------- /src/tests/test_db.py: -------------------------------------------------------------------------------- 1 | import sys, os 2 | 3 | sys.path.append(os.path.abspath(os.path.join('.', 'src'))) 4 | 5 | import config 6 | import database 7 | from database import TBDB 8 | 9 | 10 | def setup_function(function): 11 | config.init(os.path.abspath('config')) 12 | config.get_config_prop("app")["database"] = "tmp.db" 13 | database.init_schema(config.get_config_prop("app")["database"]) 14 | 15 | 16 | def teardown_function(function): 17 | os.remove(config.get_config_prop("app")["database"]) 18 | 19 | 20 | def test_db(): 21 | id = 1234 22 | 23 | TBDB.create_default_chat_entry(id, 'en-US') 24 | assert TBDB.get_chat_lang(id) == 'en-US' 25 | assert TBDB.get_chat_active(id) == 1 26 | 27 | TBDB.set_chat_lang(id, 'lang') 28 | TBDB.set_chat_voice_enabled(id, 2) 29 | TBDB.set_chat_photos_enabled(id, 1) 30 | TBDB.set_chat_qr_enabled(id, 1) 31 | TBDB.set_chat_active(id, 0) 32 | TBDB.set_chat_ban(id, 1) 33 | 34 | assert TBDB.get_chat_lang(id) == 'lang' 35 | assert TBDB.get_chat_voice_enabled(id) == 2 36 | assert TBDB.get_chat_photos_enabled(id) == 1 37 | assert TBDB.get_chat_qr_enabled(id) == 1 38 | assert TBDB.get_chat_active(id) == 0 39 | assert TBDB.get_chat_ban(id) == 1 40 | -------------------------------------------------------------------------------- /src/transcriberbot/blueprints/__init__.py: -------------------------------------------------------------------------------- 1 | """ 2 | Author: Carlo Alberto Barbano 3 | Date: 15/02/25 4 | """ 5 | from . import commands, messages, voice, photos, chat_handlers 6 | -------------------------------------------------------------------------------- /src/transcriberbot/blueprints/chat_handlers.py: -------------------------------------------------------------------------------- 1 | """ 2 | Author: Carlo Alberto Barbano 3 | Date: 16/02/25 4 | """ 5 | import logging 6 | import config 7 | 8 | from telegram import Update, ChatMember 9 | from telegram.ext import ContextTypes 10 | 11 | from database import TBDB 12 | 13 | 14 | async def chat_member_update(update: Update, context: ContextTypes.DEFAULT_TYPE): 15 | chat_id = update.effective_chat.id 16 | logging.log(config.APP_LOG, "Chat {chat_id} member update: %s", update) 17 | 18 | left = update.my_chat_member.new_chat_member.status in (ChatMember.LEFT, ChatMember.BANNED) 19 | 20 | if left: 21 | TBDB.set_chat_active(chat_id, False) 22 | logging.log(config.APP_LOG, f"Chat {chat_id} deactivated") 23 | else: 24 | chat_record = TBDB.get_chat_entry(chat_id) 25 | if chat_record: 26 | TBDB.set_chat_active(chat_id, 1) 27 | logging.log(config.APP_LOG, f"Chat {chat_id} reactivated") 28 | -------------------------------------------------------------------------------- /src/transcriberbot/blueprints/commands.py: -------------------------------------------------------------------------------- 1 | """ 2 | Author: Carlo Alberto Barbano 3 | Date: 15/02/25 4 | """ 5 | import logging 6 | import asyncio 7 | import traceback 8 | import datetime 9 | 10 | from telegram import Update 11 | from telegram.ext import ContextTypes 12 | 13 | import config 14 | import resources as R 15 | import translator 16 | from database import TBDB 17 | 18 | 19 | async def start(update: Update, context: ContextTypes.DEFAULT_TYPE): 20 | await welcome_message(update, context) 21 | 22 | 23 | async def lang(update: Update, context: ContextTypes.DEFAULT_TYPE): 24 | chat_lang = TBDB.get_chat_lang(update.effective_chat.id) 25 | await context.bot.send_message( 26 | update.effective_chat.id, R.get_string_resource("language_get", chat_lang).replace("{lang}", chat_lang) 27 | ) 28 | 29 | 30 | async def rate(update: Update, context: ContextTypes.DEFAULT_TYPE): 31 | await context.bot.send_message( 32 | update.effective_chat.id, 33 | R.get_string_resource("message_rate", TBDB.get_chat_lang(update.effective_chat.id)) 34 | ) 35 | 36 | 37 | async def disable_voice(update: Update, context: ContextTypes.DEFAULT_TYPE): 38 | chat_id = update.effective_chat.id 39 | TBDB.set_chat_voice_enabled(chat_id, 0) 40 | await context.bot.send_message( 41 | chat_id, R.get_string_resource("voice_disabled", TBDB.get_chat_lang(chat_id)) 42 | ) 43 | 44 | 45 | async def enable_voice(update: Update, context: ContextTypes.DEFAULT_TYPE): 46 | chat_id = update.effective_chat.id 47 | TBDB.set_chat_voice_enabled(chat_id, 1) 48 | await context.bot.send_message( 49 | chat_id, R.get_string_resource("voice_enabled", TBDB.get_chat_lang(chat_id)) 50 | ) 51 | 52 | 53 | async def disable_photos(update: Update, context: ContextTypes.DEFAULT_TYPE): 54 | chat_id = update.effective_chat.id 55 | TBDB.set_chat_photos_enabled(chat_id, 0) 56 | await context.bot.send_message( 57 | chat_id, R.get_string_resource("photos_disabled", TBDB.get_chat_lang(chat_id)) 58 | ) 59 | 60 | 61 | async def enable_photos(update: Update, context: ContextTypes.DEFAULT_TYPE): 62 | chat_id = update.effective_chat.id 63 | TBDB.set_chat_photos_enabled(chat_id, 1) 64 | await context.bot.send_message( 65 | chat_id, R.get_string_resource("photos_enabled", TBDB.get_chat_lang(chat_id)) 66 | ) 67 | 68 | 69 | async def disable_qr(update: Update, context: ContextTypes.DEFAULT_TYPE): 70 | chat_id = update.effective_chat.id 71 | TBDB.set_chat_qr_enabled(chat_id, 0) 72 | await context.bot.send_message( 73 | chat_id, R.get_string_resource("qr_disabled", TBDB.get_chat_lang(chat_id)) 74 | ) 75 | 76 | 77 | async def enable_qr(update: Update, context: ContextTypes.DEFAULT_TYPE): 78 | chat_id = update.effective_chat.id 79 | TBDB.set_chat_qr_enabled(chat_id, 1) 80 | await context.bot.send_message( 81 | chat_id, R.get_string_resource("qr_enabled", TBDB.get_chat_lang(chat_id)) 82 | ) 83 | 84 | 85 | async def translate(update: Update, context: ContextTypes.DEFAULT_TYPE): 86 | chat_id = update.effective_chat.id 87 | 88 | lang = update.effective_message.text 89 | lang = lang.replace("/translate", "").strip() 90 | logging.debug("Language %s", lang) 91 | 92 | if not update.effective_message.reply_to_message: 93 | await context.bot.send_message( 94 | chat_id, R.get_string_resource("translate_reply_to_message", TBDB.get_chat_lang(chat_id)) 95 | ) 96 | return 97 | 98 | if not lang: 99 | await context.bot.send_message( 100 | chat_id, R.get_string_resource("translate_language_missing", TBDB.get_chat_lang(chat_id)) 101 | ) 102 | return 103 | 104 | if lang not in config.get_config_prop("app")["languages"]: 105 | await context.bot.send_message( 106 | chat_id, R.get_string_resource("translate_language_not_found", TBDB.get_chat_lang(chat_id)).format(lang) 107 | ) 108 | return 109 | 110 | lang = config.get_config_prop("app")["languages"][lang].split('-')[0] 111 | translation = translator.translate( 112 | source=TBDB.get_chat_lang(chat_id), 113 | target=lang, 114 | text=update.effective_message.reply_to_message.text 115 | ) 116 | 117 | await context.bot.send_message( 118 | chat_id, translation, reply_to_message_id=update.effective_message.reply_to_message.message_id 119 | ) 120 | 121 | 122 | async def donate(update: Update, context: ContextTypes.DEFAULT_TYPE): 123 | chat_id = update.effective_chat.id 124 | await context.bot.send_message( 125 | chat_id, R.get_string_resource("message_donate", TBDB.get_chat_lang(chat_id)), parse_mode="html" 126 | ) 127 | 128 | 129 | async def privacy(update: Update, context: ContextTypes.DEFAULT_TYPE): 130 | chat_id = update.effective_chat.id 131 | await context.bot.send_message( 132 | chat_id, R.get_string_resource("privacy_policy", TBDB.get_chat_lang(chat_id)), parse_mode="html" 133 | ) 134 | 135 | 136 | async def welcome_message(update: Update, context: ContextTypes.DEFAULT_TYPE): 137 | chat_record = TBDB.get_chat_entry(update.effective_chat.id) 138 | 139 | language = None 140 | if chat_record is not None: 141 | language = chat_record["lang"] 142 | elif update.effective_user.language_code is not None: 143 | # Channel posts do not have a language_code attribute 144 | logging.debug("Language_code: %s", update.effective_user.language_code) 145 | language = update.effective_user.language_code 146 | 147 | message = R.get_string_resource("message_welcome", language) 148 | message = message.replace("{languages}", 149 | "/" + "\n/".join(config.get_language_list())) # Format them to be a list of commands 150 | 151 | await context.bot.send_message(update.effective_chat.id, message, "html") 152 | 153 | if chat_record is None: 154 | if language is None: 155 | language = "en-US" 156 | 157 | if len(language) < 5: 158 | language = R.iso639_2_to_639_1(language) 159 | 160 | logging.debug( 161 | "No record found for chat {}, creating one with lang {}".format(update.effective_chat.id, language)) 162 | TBDB.create_default_chat_entry(update.effective_chat.id, language) 163 | 164 | 165 | async def set_language(update: Update, context: ContextTypes.DEFAULT_TYPE, language): 166 | chat_id = update.effective_chat.id 167 | lang_ = config.get_config_prop("app")["languages"][language] # ISO 639-1 code for language 168 | TBDB.set_chat_lang(chat_id, lang_) 169 | message = R.get_string_resource("language_set", lang_).replace("{lang}", language) 170 | await context.bot.send_message(chat_id, message, parse_mode="html") 171 | 172 | 173 | async def users(update: Update, context: ContextTypes.DEFAULT_TYPE): 174 | chat_id = update.effective_chat.id 175 | tot_chats = TBDB.get_chats_num() 176 | active_chats = TBDB.get_active_chats_num() 177 | await context.bot.send_message( 178 | chat_id=chat_id, text='Total users: {}\nActive users: {}'.format(tot_chats, active_chats), parse_mode='html', 179 | ) 180 | 181 | 182 | async def stats(update: Update, context: ContextTypes.DEFAULT_TYPE): 183 | num_audios = len(context.bot_data) - 1 184 | num_queues = context.bot_data.get('queue_len', 0) 185 | 186 | audio_queue = [f"{audio_id} duration {datetime.timedelta(seconds=v['duration'])} (received {v['time']}" for 187 | audio_id, v in 188 | context.bot_data.items() if 189 | audio_id != 'queue_len'] 190 | 191 | await context.bot.send_message( 192 | update.effective_chat.id, f"Number of audios being currently processed: {num_audios}\n" 193 | f"Number of audios in queue: {num_queues}\n\n" 194 | f"{'\n'.join(audio_queue)}" 195 | ) 196 | 197 | 198 | async def broadcast(update: Update, context: ContextTypes.DEFAULT_TYPE): 199 | chat_id = update.effective_chat.id 200 | text = " ".join(context.args) 201 | 202 | async def __post(): 203 | chats = TBDB.get_chats() 204 | sent = 0 205 | 206 | for chat in chats: 207 | try: 208 | await context.bot.send_message( 209 | chat_id=chat['chat_id'], 210 | text=text, 211 | parse_mode='html', 212 | ) 213 | sent += 1 214 | await asyncio.sleep(0.1) 215 | except Exception as e: 216 | logging.error( 217 | "Exception sending broadcast to %d: (%s)", 218 | chat['chat_id'], e, exc_info=True 219 | ) 220 | 221 | await context.bot.send_message( 222 | chat_id=chat_id, 223 | text='Broadcast sent to {}/{} chats'.format(sent, len(chats)), 224 | ) 225 | 226 | await __post() 227 | -------------------------------------------------------------------------------- /src/transcriberbot/blueprints/messages.py: -------------------------------------------------------------------------------- 1 | """ 2 | Author: Carlo Alberto Barbano 3 | Date: 15/02/25 4 | """ 5 | import resources as R 6 | 7 | from telegram import Update 8 | from telegram.ext import ContextTypes 9 | from database import TBDB 10 | 11 | 12 | async def private_message(update: Update, context: ContextTypes.DEFAULT_TYPE): 13 | await context.bot.send_message( 14 | update.effective_chat.id, 15 | R.get_string_resource("message_private", TBDB.get_chat_lang(update.effective_chat.id)) 16 | ) 17 | -------------------------------------------------------------------------------- /src/transcriberbot/blueprints/photos.py: -------------------------------------------------------------------------------- 1 | """ 2 | Author: Carlo Alberto Barbano 3 | Date: 15/02/25 4 | """ 5 | import html 6 | import logging 7 | import os 8 | import traceback 9 | 10 | import telegram 11 | from telegram import Update 12 | from telegram.constants import ChatType 13 | from telegram.ext import ContextTypes 14 | 15 | import config 16 | import phototools 17 | import resources as R 18 | from database import TBDB 19 | 20 | 21 | async def photo(update: Update, context: ContextTypes.DEFAULT_TYPE): 22 | photo_enabled = update.effective_chat.type == ChatType.PRIVATE or TBDB.get_chat_photos_enabled(update.effective_chat.id) 23 | qr_enabled = update.effective_chat.type == ChatType.PRIVATE or TBDB.get_chat_qr_enabled(update.effective_chat.id) 24 | 25 | if not photo_enabled and not qr_enabled: 26 | return 27 | 28 | message = update.message or update.channel_post 29 | await process_media_photo(update, context, message.photo) 30 | 31 | 32 | async def process_media_photo(update: Update, context: ContextTypes.DEFAULT_TYPE, photo): 33 | chat_id = update.effective_chat.id 34 | message_id = update.effective_message.id 35 | lang = TBDB.get_chat_lang(chat_id) 36 | 37 | file_id = photo[-1].file_id 38 | file_path = os.path.join(config.get_config_prop("app")["media_path"], file_id) 39 | file: telegram.File = await context.bot.get_file(file_id) 40 | await file.download_to_drive(file_path) 41 | 42 | try: 43 | if update.effective_chat.type == ChatType.PRIVATE or TBDB.get_chat_qr_enabled(update.effective_chat.id): 44 | qr = phototools.read_qr(file_path) 45 | if qr is not None: 46 | qr = R.get_string_resource("qr_result", lang) + f"\n{qr}" 47 | 48 | await context.bot.send_message( 49 | chat_id=chat_id, text=qr, reply_to_message_id=message_id, 50 | parse_mode="html" 51 | ) 52 | return 53 | 54 | if update.effective_chat.type == ChatType.PRIVATE or TBDB.get_chat_photos_enabled(update.effective_chat.id): 55 | text = phototools.image_ocr(file_path, lang) 56 | if text is not None: 57 | text = R.get_string_resource("ocr_result", lang) + "\n" + html.escape(text) 58 | await context.bot.send_message( 59 | text=text, chat_id=chat_id, reply_to_message_id=message_id, 60 | parse_mode="html", 61 | ) 62 | return 63 | 64 | 65 | await context.bot.send_message( 66 | text=R.get_string_resource("photo_no_text", lang), 67 | chat_id=chat_id, reply_to_message_id=message_id, 68 | parse_mode="html", 69 | ) 70 | 71 | except Exception as e: 72 | logging.error("Exception handling photo from %d", chat_id, exc_info=True) 73 | 74 | finally: 75 | os.remove(file_path) 76 | -------------------------------------------------------------------------------- /src/transcriberbot/blueprints/voice.py: -------------------------------------------------------------------------------- 1 | """ 2 | Author: Carlo Alberto Barbano 3 | Date: 15/02/25 4 | """ 5 | import asyncio 6 | import logging 7 | import os 8 | import traceback 9 | import datetime 10 | from asyncio import CancelledError 11 | 12 | import telegram 13 | from telegram import Update, Voice, InlineKeyboardMarkup, InlineKeyboardButton, VideoNote, Document 14 | from telegram.constants import ChatType 15 | from telegram.ext import ContextTypes 16 | 17 | import audiotools 18 | import config 19 | import resources as R 20 | from database import TBDB 21 | 22 | logger = logging.getLogger(__name__) 23 | 24 | 25 | # TODO: check if cpu usage is too high, if so, use ProcessPoolExecutor 26 | 27 | 28 | async def voice_message(update: Update, context: ContextTypes.DEFAULT_TYPE) -> None: 29 | if TBDB.get_chat_voice_enabled(update.effective_chat.id) == 0: 30 | return 31 | 32 | await run_voice_task(update, context, update.effective_message.voice, "voice") 33 | 34 | 35 | async def audio_message(update: Update, context: ContextTypes.DEFAULT_TYPE) -> None: 36 | if TBDB.get_chat_voice_enabled(update.effective_chat.id) == 0: 37 | return 38 | 39 | await run_voice_task(update, context, update.effective_message.audio, "audio") 40 | 41 | 42 | async def video_note_message(update: Update, context: ContextTypes.DEFAULT_TYPE) -> None: 43 | if TBDB.get_chat_voice_enabled(update.effective_chat.id) == 0: 44 | return 45 | 46 | await run_voice_task(update, context, update.effective_message.video_note, "video_note") 47 | 48 | 49 | async def document_message(update: Update, context: ContextTypes.DEFAULT_TYPE) -> None: 50 | if TBDB.get_chat_voice_enabled(update.effective_chat.id) == 0: 51 | return 52 | 53 | await run_voice_task(update, context, update.effective_message.document, "document") 54 | 55 | 56 | async def stop_task(update: Update, context: ContextTypes.DEFAULT_TYPE) -> None: 57 | task_id = int(update.callback_query.data) 58 | task: asyncio.Task = context.bot_data.get(task_id)["task"] 59 | 60 | if task is not None: 61 | task.cancel() 62 | context.bot_data.pop(task_id) 63 | else: 64 | logging.warning("Task not found") 65 | 66 | 67 | async def wait_for_task_queue(context: ContextTypes.DEFAULT_TYPE): 68 | # wait until there are less than N tasks in bot_data 69 | context.bot_data['queue_len'] = context.bot_data.get('queue_len', 0) + 1 70 | 71 | while len(context.bot_data) >= config.get_config_prop("app")["voice_max_threads"] + 1: 72 | logging.debug("Waiting for tasks to finish") 73 | await asyncio.sleep(1) 74 | 75 | context.bot_data['queue_len'] -= 1 76 | logging.debug("Task queue has available space") 77 | 78 | 79 | async def run_voice_task(update: Update, context: ContextTypes.DEFAULT_TYPE, media: Voice, 80 | name): 81 | await wait_for_task_queue(context) 82 | 83 | try: 84 | task = asyncio.create_task(process_media_voice(update, context, media, name)) 85 | context.bot_data[update.effective_message.message_id] = { 86 | 'task': task, 87 | 'duration': media.duration, 88 | 'time': datetime.datetime.now(datetime.timezone.utc) 89 | } 90 | await asyncio.gather(task) 91 | finally: 92 | context.bot_data.pop(update.effective_message.message_id) 93 | 94 | 95 | async def process_media_voice(update: Update, context: ContextTypes.DEFAULT_TYPE, media: [Voice | VideoNote | Document], 96 | name: str) -> None: 97 | chat_id = update.effective_chat.id 98 | file_size = media.file_size 99 | max_size = config.get_config_prop("app").get("max_media_voice_file_size", 20 * 1024 * 1024) 100 | 101 | if file_size > max_size: 102 | error_message = R.get_string_resource("file_too_big", TBDB.get_chat_lang(chat_id)).format( 103 | max_size / (1024 * 1024)) + "\n" 104 | await context.bot.send_message( 105 | chat_id, error_message, parse_mode="html", reply_to_message_id=update.effective_message.message_id 106 | ) 107 | return 108 | 109 | file_id = media.file_id 110 | file_path = os.path.join(config.get_config_prop("app")["media_path"], file_id) 111 | file: telegram.File = await context.bot.get_file(file_id) 112 | await file.download_to_drive(file_path) 113 | 114 | try: 115 | await transcribe_audio_file(update, context, file_path) 116 | except Exception: 117 | logger.error("Exception handling %s from %d", name, chat_id, exc_info=True) 118 | finally: 119 | os.remove(file_path) 120 | 121 | 122 | async def transcribe_audio_file(update: Update, context: ContextTypes.DEFAULT_TYPE, path: str): 123 | chat_id = update.effective_chat.id 124 | task_id = update.effective_message.message_id 125 | lang = TBDB.get_chat_lang(chat_id) 126 | is_group = update.effective_chat.type != ChatType.PRIVATE 127 | 128 | api_key = config.get_config_prop("wit").get(lang, None) 129 | if api_key is None: 130 | logger.error("Language not found in wit.json %s", lang) 131 | await context.bot.send_message( 132 | chat_id, R.get_string_resource("unknown_api_key", lang).format(language=lang), parse_mode="html", 133 | reply_to_message_id=update.effective_message.message_id 134 | ) 135 | return 136 | 137 | logger.debug("Using key %s for lang %s", api_key, lang) 138 | 139 | message = await context.bot.send_message( 140 | chat_id, R.get_string_resource("transcribing", lang), parse_mode="html", 141 | reply_to_message_id=update.effective_message.message_id 142 | ) 143 | 144 | logger.debug("Starting task %d", task_id) 145 | keyboard = InlineKeyboardMarkup( 146 | [[InlineKeyboardButton("Stop", callback_data=task_id)]] 147 | ) 148 | 149 | text = "" 150 | if is_group: 151 | text = R.get_string_resource("transcription_text", lang) + "\n" 152 | 153 | try: 154 | async for idx, speech, n_chunks in audiotools.transcribe(path, api_key): 155 | logging.debug(f"Transcription idx={idx} n_chunks={n_chunks}, text={speech}") 156 | suffix = f" [{idx + 1}/{n_chunks}]" if idx < n_chunks - 1 else "" 157 | reply_markup = keyboard if idx < n_chunks - 1 else None 158 | 159 | if len(text + " " + speech) >= 4000: 160 | text = R.get_string_resource("transcription_continues", lang) + "\n" 161 | message = await context.bot.send_message( 162 | chat_id, f"{text} {speech} {suffix}", 163 | reply_to_message_id=message.message_id, parse_mode="html", 164 | reply_markup=reply_markup 165 | ) 166 | else: 167 | message = await context.bot.edit_message_text( 168 | f"{text} {speech} {suffix}", chat_id=chat_id, 169 | message_id=message.message_id, parse_mode="html", 170 | reply_markup=reply_markup 171 | ) 172 | 173 | text = f"{text} {speech}" 174 | 175 | # retry_num = 0 176 | # retry = True 177 | # while retry: # Retry loop 178 | # try: 179 | # if len(text + " " + speech) >= 4000: 180 | # text = R.get_string_resource("transcription_continues", lang) + "\n" 181 | # message = await context.bot.send_message( 182 | # chat_id, f"{text} {speech} {suffix}", 183 | # reply_to_message_id=message.message_id, parse_mode="html", 184 | # reply_markup=keyboard 185 | # ) 186 | # else: 187 | # message = await context.bot.edit_message_text( 188 | # f"{text} {speech} {suffix}", chat_id=chat_id, 189 | # message_id=message.message_id, parse_mode="html", 190 | # reply_markup=keyboard 191 | # ) 192 | # 193 | # text += " " + speech 194 | # retry = False 195 | # 196 | # except telegram.error.TimedOut as e: 197 | # print(e) 198 | # logger.error("Timeout error %s", traceback.format_exc()) 199 | # retry_num += 1 200 | # if retry_num >= 3: 201 | # retry = False 202 | # 203 | # except telegram.error.RetryAfter as r: 204 | # logger.warning("Retrying after %d", r.retry_after) 205 | # await asyncio.sleep(r.retry_after) 206 | # 207 | # except telegram.error.TelegramError: 208 | # logger.error("Telegram error %s", traceback.format_exc()) 209 | # retry = False 210 | 211 | 212 | except CancelledError: 213 | logging.debug("Task cancelled") 214 | await context.bot.edit_message_text( 215 | message.text + " " + R.get_string_resource("transcription_stopped", lang), chat_id=chat_id, 216 | message_id=message.message_id, parse_mode="html" 217 | ) 218 | return 219 | 220 | except Exception as e: 221 | logger.error("Could not transcribe audio") 222 | 223 | await context.bot.edit_message_text( 224 | R.get_string_resource("transcription_failed", lang), chat_id=chat_id, 225 | message_id=message.message_id, parse_mode="html" 226 | ) 227 | 228 | raise e 229 | -------------------------------------------------------------------------------- /src/transcriberbot/bot.py: -------------------------------------------------------------------------------- 1 | """ 2 | Author: Carlo Alberto Barbano 3 | Date: 15/02/25 4 | """ 5 | from telegram import Update 6 | 7 | import config 8 | import logging 9 | 10 | from telegram.ext import MessageHandler, ApplicationBuilder, CommandHandler, ContextTypes, CallbackQueryHandler, \ 11 | ChatMemberHandler 12 | from functools import partial 13 | from transcriberbot.blueprints import commands, messages, voice, photos, chat_handlers 14 | from transcriberbot.blueprints.commands import set_language 15 | 16 | from telegram.ext.filters import VOICE, VIDEO_NOTE, AUDIO, PHOTO 17 | from transcriberbot.filters import chat_admin, FromPrivate, AllowedDocument, BotAdmin 18 | 19 | 20 | def run(bot_token: str): 21 | application = (ApplicationBuilder() 22 | .token(bot_token) 23 | .concurrent_updates(True) 24 | .build()) 25 | 26 | logging.log(config.APP_LOG, "Installing handlers") 27 | application.add_handler(CallbackQueryHandler(voice.stop_task)) 28 | 29 | application.add_handler(ChatMemberHandler( 30 | chat_handlers.chat_member_update, 31 | chat_member_types=ChatMemberHandler.MY_CHAT_MEMBER 32 | )) 33 | 34 | chat_admin_handlers = { 35 | 'start': commands.start, 36 | 'help': commands.start, 37 | 'lang': commands.lang, 38 | 'rate': commands.rate, 39 | 'disable_voice': commands.disable_voice, 40 | 'enable_voice': commands.enable_voice, 41 | 'disable_photos': commands.disable_photos, 42 | 'enable_photos': commands.enable_photos, 43 | 'disable_qr': commands.disable_qr, 44 | 'enable_qr': commands.enable_qr, 45 | 'translate': commands.translate, 46 | 'donate': commands.donate, 47 | 'privacy': commands.privacy 48 | } 49 | 50 | for command, callback in chat_admin_handlers.items(): 51 | application.add_handler(CommandHandler(command, lambda u, c, cb=callback: chat_admin(u, c, cb))) 52 | 53 | logging.log(config.APP_LOG, "Installing language handlers..") 54 | for language in config.get_language_list(): 55 | callback = partial(set_language, language=language) 56 | application.add_handler( 57 | CommandHandler(language, lambda u, c, cb=callback: chat_admin(u, c, cb)) 58 | ) 59 | 60 | logging.log(config.APP_LOG, "Installing admin controls") 61 | application.add_handler(CommandHandler("users", commands.users, filters=BotAdmin())) 62 | application.add_handler(CommandHandler("broadcast", commands.broadcast, filters=BotAdmin())) 63 | application.add_handler(CommandHandler("stats", commands.stats, filters=BotAdmin())) 64 | 65 | logging.log(config.APP_LOG, "Installing message handlers") 66 | application.add_handler(MessageHandler(VOICE, voice.voice_message)) 67 | application.add_handler(MessageHandler(AUDIO, voice.audio_message)) 68 | application.add_handler(MessageHandler(VIDEO_NOTE, voice.video_note_message)) 69 | application.add_handler(MessageHandler(AllowedDocument(config.get_document_extensions()), voice.document_message)) 70 | 71 | application.add_handler(MessageHandler(PHOTO, photos.photo)) 72 | 73 | application.add_handler(MessageHandler(FromPrivate(), messages.private_message)) 74 | 75 | logging.log(config.APP_LOG, "Starting bot..") 76 | application.run_polling(allowed_updates=Update.ALL_TYPES) 77 | -------------------------------------------------------------------------------- /src/transcriberbot/filters/__init__.py: -------------------------------------------------------------------------------- 1 | """ 2 | Author: Carlo Alberto Barbano 3 | Date: 15/02/25 4 | """ 5 | from .filters import * 6 | -------------------------------------------------------------------------------- /src/transcriberbot/filters/filters.py: -------------------------------------------------------------------------------- 1 | """ 2 | Author: Carlo Alberto Barbano 3 | Date: 15/02/25 4 | """ 5 | import logging 6 | import asyncio 7 | 8 | from telegram.constants import ChatType 9 | from telegram.ext import ContextTypes 10 | from telegram.ext.filters import UpdateFilter 11 | from telegram import Update, ChatMember 12 | 13 | import config 14 | 15 | 16 | class AllowedDocument(UpdateFilter): 17 | """ 18 | Checks if the message has document media with allowed extensions. 19 | """ 20 | 21 | def __init__(self, allowed_exts) -> None: 22 | super().__init__() 23 | self.allowed_exts = allowed_exts 24 | if len(allowed_exts) == 0: 25 | logging.warning("No allowed extensions were provided. Documents will be disabled") 26 | 27 | def filter(self, update: Update) -> bool: 28 | if update.effective_message.animation: 29 | return False 30 | 31 | if update.effective_message.document: 32 | logging.debug("Received document %s", update.effective_message.document.file_id) 33 | filename = update.effective_message.document.file_name 34 | if '.' not in filename: # No extension 35 | return False 36 | ext = filename.split('.')[-1] 37 | return ext in self.allowed_exts 38 | return False 39 | 40 | 41 | class FromPrivate(UpdateFilter): 42 | """ 43 | Checks if the message was sent in a private conversation. 44 | """ 45 | 46 | def filter(self, update: Update) -> bool: 47 | return update.effective_chat.type == ChatType.PRIVATE 48 | 49 | 50 | class ChatAdmin(UpdateFilter): 51 | """ 52 | Checks if the message was sent by a chat admin. 53 | """ 54 | 55 | def filter(self, update: Update) -> bool: 56 | if update.effective_chat.type in (ChatType.PRIVATE, ChatType.CHANNEL): 57 | return True 58 | 59 | user = update.effective_user 60 | chat_admins: list[ChatMember] = asyncio.get_event_loop().run_until_complete( 61 | update.effective_chat.get_administrators()) 62 | 63 | is_admin = list(filter(lambda admin: admin.user.id == user.id, chat_admins)) 64 | is_admin = len(is_admin) > 0 65 | 66 | return is_admin 67 | 68 | 69 | async def chat_admin(update: Update, context: ContextTypes.DEFAULT_TYPE, callback): 70 | 71 | if update.effective_chat.type in (ChatType.PRIVATE, ChatType.CHANNEL): 72 | is_admin = True 73 | else: 74 | user = update.effective_user 75 | 76 | if user.id == 1087968824: # Anonymous admin 77 | is_admin = True 78 | 79 | else: 80 | chat_admins: list[ChatMember] = await update.effective_chat.get_administrators() 81 | 82 | is_admin = list(filter(lambda admin: admin.user.id == user.id, chat_admins)) 83 | is_admin = len(is_admin) > 0 84 | 85 | if is_admin: 86 | return await callback(update, context) 87 | 88 | 89 | class BotAdmin(UpdateFilter): 90 | """ 91 | Checks if the message was sent by the bot admin. 92 | """ 93 | 94 | def filter(self, update: Update) -> bool: 95 | user = update.effective_user 96 | bot_admins = config.get_bot_admins() 97 | 98 | is_admin = list(filter(lambda admin_id: admin_id == user.id, bot_admins)) 99 | is_admin = len(is_admin) > 0 100 | 101 | return is_admin 102 | -------------------------------------------------------------------------------- /src/transcriberbot/multiprocessing/__init__.py: -------------------------------------------------------------------------------- 1 | """ 2 | Author: Carlo Alberto Barbano 3 | Date: 15/02/25 4 | """ 5 | from .pools import voice_pool, init 6 | -------------------------------------------------------------------------------- /src/transcriberbot/multiprocessing/pools.py: -------------------------------------------------------------------------------- 1 | """ 2 | Author: Carlo Alberto Barbano 3 | Date: 15/02/25 4 | """ 5 | import logging 6 | import config 7 | from concurrent.futures import ThreadPoolExecutor 8 | 9 | voice_thread_pool, photos_thread_pool, misc_thread_pool = None, None, None 10 | 11 | 12 | def init(): 13 | global voice_thread_pool 14 | global photos_thread_pool 15 | global misc_thread_pool 16 | 17 | voice_thread_pool = ThreadPoolExecutor( 18 | max_workers=config.get_config_prop("app")["voice_max_threads"] 19 | ) 20 | photos_thread_pool = ThreadPoolExecutor( 21 | max_workers=config.get_config_prop("app")["photos_max_threads"] 22 | ) 23 | 24 | misc_thread_pool = ThreadPoolExecutor( 25 | max_workers=2 26 | ) 27 | 28 | print("POOLS INITIALIZED:", voice_thread_pool, photos_thread_pool, misc_thread_pool) 29 | logging.info("Thread pools initialized") 30 | 31 | 32 | def voice_pool(): 33 | global voice_thread_pool 34 | return voice_thread_pool 35 | -------------------------------------------------------------------------------- /src/translator/__init__.py: -------------------------------------------------------------------------------- 1 | from translator.translator import detect_language, translate 2 | -------------------------------------------------------------------------------- /src/translator/translator.py: -------------------------------------------------------------------------------- 1 | import requests 2 | import config 3 | 4 | yandex_detect_url = "https://translate.yandex.net/api/v1.5/tr.json/detect?key={}" 5 | yandex_translate_url = "https://translate.yandex.net/api/v1.5/tr.json/translate?key={}" 6 | 7 | 8 | def detect_language(text): 9 | global yandex_detect_url 10 | 11 | r = requests.post( 12 | yandex_detect_url.format(config.get_config_prop("yandex")["translate_key"]), 13 | data={'text': text} 14 | ) 15 | res = r.json() 16 | 17 | if 'lang' in res: 18 | return res['lang'] 19 | else: 20 | return None 21 | 22 | 23 | def translate(source, target, text): 24 | return "Translation service currently unavailable." 25 | global yandex_translate_url 26 | 27 | autodetect = detect_language(text) 28 | 29 | if autodetect is not None: 30 | source = autodetect 31 | print("Autodetected language: {0}".format(autodetect)) 32 | 33 | lang = source + "-" + target 34 | print(lang) 35 | 36 | r = requests.post( 37 | yandex_translate_url.format(config.get_config_prop("yandex")["translate_key"]), 38 | data={'lang': lang, 'text': text} 39 | ) 40 | 41 | print(r) 42 | res = r.json() 43 | print(res) 44 | return str(res['text'][0]) + "\n\nPowered by Yandex.Translate http://translate.yandex.com" 45 | -------------------------------------------------------------------------------- /values/strings.xml: -------------------------------------------------------------------------------- 1 | 2 | 3 | 4 | Language set to {lang} 5 | Current language: {lang} 6 | 7 | 8 | This bot transcribes audio and pictures into text. Add it to a group or forward audio messages and pictures to it. 9 | {b}Note{/b}: Within groups, the bot will respond to commands by {b}non-anonymous admins only{/b} 10 | 11 | Choose a language (for voice messages): 12 | {languages} 13 | 14 | /rate this bot or leave your feedback on {a href="https://telegram.me/storebot?start=transcriber_bot"}Store Bot{/a} 15 | 16 | If you have any trouble, or want to get in touch with the developers, contact @transcribersupport_bot 17 | 18 | If you like this bot, you can /donate. This will help us maintain the service and keep on improving it. Thank you! 19 | 20 | 21 | https://telegram.me/storebot?start=transcriber_bot 22 | 23 | You can make a donation for TranscriberBot on PayPal. This will really help us, thanks for your support! 24 | Money from donations will be used for paying the server and backend costs and let the devs make new features! 25 | 26 | 27 | 28 | You can also donate with Bitcoin, Ethereum or Litecoin 29 | 30 | BTC: {code}1DTrCfoNb9RLJnR5dfJvo9zwRjBZj8j1PY{/code} 31 | 32 | ETH: {code}0x0b784efc808527c75a8ef12a80622c41c28d45bd{/code} 33 | 34 | LTC: {code}LdsVPxqHR6PuKeMNvGYmMEkBRQ7M3AP3uY{/code} 35 | 36 | 37 | Send a voice message or a picture with some text 38 | 39 | Voice enabled 40 | Voice disabled 41 | Photos enabled 42 | Photos disabled 43 | QR enabled 44 | QR disabled 45 | 46 | Sorry, file is too big! (limit: {0}MB) 47 | 48 | Transcribing... 49 | Audio is very long ({0}s), this will take some time 50 | {b}Text:{/b} 51 | {b}[continues]:{/b} 52 | Could not transcribe audio 53 | {b}[Stopped]{/b} 54 | 55 | Recognizing... 56 | {b}Recognized Text:{/b} 57 | No text recognized 58 | {b}QR Code found:{/b} 59 | No QR code found 60 | 61 | {b}WARNING:{/b} Flood detected. Stop spamming please 62 | 63 | Unknown language: {language} 64 | Please specify a language to translate to, e.g. "/translate english" 65 | You must reply to a message in order to translate it 66 | 67 | 68 | We do not store any personal data or media content (such as audio or pictures). 69 | The only user data we store is the telegram chat id along with the chosen settings. 70 | Voice/audio messages are sent to {a href="https://wit.ai/terms"}wit.ai{/a} for transcription, and are immediately deleted after the transcription is completed. 71 | Pictures are immediately deleted from our server after OCR or QR recognition is perfomed (offline). 72 | We do NOT store ANY message content (text, multimedia or anything else). 73 | 74 | 75 | {b}ERROR:{/b} Oops, no wit.ai API key could be found for the language {language}. :( 76 | 77 | 78 | -------------------------------------------------------------------------------- /values/strings_de-DE.xml: -------------------------------------------------------------------------------- 1 | 2 | 3 | 4 | {lang} als Sprache festgelegt 5 | 6 | 7 | Dieser Bot transkribiert Audio und Bilder in Text. Du kannst ihn einer Gruppe hinzufügen, oder Bilder und Sprachnachrichten an ihn weiterleiten. 8 | {b}Wichtig{/b}: Innerhalb von Gruppen antwortet dieser Bot nur auf Kommandos von {b}nicht-anonymen Admins{/b} 9 | 10 | Wähle eine Sprache (für Sprachnachrichten): 11 | {languages} 12 | 13 | Im {a href="https://telegram.me/storebot?start=transcriber_bot"}Store-Bot{/a} kannst du diesen Bot bewerten (/rate) oder Feedback hinterlassen! 14 | 15 | Wenn du Probleme hast oder mit den Entwicklern in Kontakt treten möchtest, nutze den Support-Bot @transcribersupport_bot! 16 | 17 | Wenn dir der Bot gefällt, kannst du den Entwicklern etwas spenden (/donate). Damit hilft du, den Dienst zu aufrecht zu erhalten und weiter zu verbessern. Vielen Dank! 18 | 19 | 20 | https://telegram.me/storebot?start=transcriber_bot 21 | 22 | Du kannst für TranscriberBot etwas über PayPal spenden. Das hilft uns wirklich sehr, vielen Dank für deine Unterstützung! 23 | Einnahmen aus Spenden nutzen wir für Server- und Backend-Kosten, außerdem können die Entwickler neue Funktionen einbauen! 24 | 25 | 26 | 27 | Du kannst auf in Bitcoin, Ethereum oder Litecoin spenden 28 | 29 | BTC: {code}1DTrCfoNb9RLJnR5dfJvo9zwRjBZj8j1PY{/code} 30 | 31 | ETH: {code}0x0b784efc808527c75a8ef12a80622c41c28d45bd{/code} 32 | 33 | LTC: {code}LdsVPxqHR6PuKeMNvGYmMEkBRQ7M3AP3uY{/code} 34 | 35 | 36 | Schicke eine Sprachnachricht oder ein Bild mit Text 37 | 38 | Sprache aktiviert 39 | Sprache deaktiviert 40 | Bilder aktiviert 41 | Bilder deaktiviert 42 | QR aktiviert 43 | QR deaktiviert 44 | 45 | Entschuldigung, diese Datei ist zu groß! (Limit: 20 MB) 46 | 47 | Wird transkribiert... 48 | Sprachnachricht ist sehr lang ({0} s), es dauert ein bisschen 49 | {b}Text:{/b} 50 | {b}[Fortsetzung]:{/b} 51 | Sprachnachricht konnte nicht transkribiert werden 52 | {b}[Ende]{/b} 53 | 54 | Wird erkannt... 55 | {b}Erkannter Text:{/b} 56 | Kein Text erkannt 57 | {b}QR-Code gefunden:{/b} 58 | Kein QR-Code gefunden 59 | 60 | {b}WARNUNG:{/b} Zu viele Nachrichten. Bitte höre auf, zu spammen 61 | 62 | Unbekannte Sprache: {language} 63 | Du musst auf eine Nachricht antworten, um die übersetzen zu können 64 | 65 | 66 | Wir speichern keinerlei persönliche Daten oder Dateien (z.B. Sprachnachrichten oder Bilder). 67 | Die einzigen Nutzerdaten, die wir erheben, ist die Telegram-Chat-ID zusammen mit deinen Einstellungen. 68 | Sprachnachrichten werden zur Transkription an {a href="https://wit.ai/terms"}wit.ai{/a} gesendet und direkt nach der Transkription gelöscht. 69 | Bilder werden direkt von unserem Server gelöscht, sobald die Text- oder QR-Erkennung abgeschlossen ist. 70 | Wir speichern keinerlei andere Nachrichteninhalte (Textnachrichten, Multimedia o.ä.) 71 | 72 | 73 | {b}FEHLER:{/b} Ups, für die Sprache {language} konnte kein wit.ai API-Schlüssel gefunden werden. :( 74 | 75 | 76 | -------------------------------------------------------------------------------- /values/strings_es-ES.xml: -------------------------------------------------------------------------------- 1 | 2 | 3 | 4 | Idioma establecido como Español 5 | 6 | 7 | Este bot transcribe audio e imágenes a texto. 8 | Añádeme a un grupo o reenvíame mensajes de audio o imagenes! 9 | 10 | Selecciona el idioma (para los mensajes de audio): 11 | {languages} 12 | 13 | Si tienes algún problema o quieres ponerte en contacto con los desarrolladores usa @transcribersupport_bot. 14 | Puedes donar usando /donate si te gusta el bot, ayudará a mantener el servidor y a mejorar el servicio! 15 | 16 | {b}Nota{/b}: en los grupos el bot sólo responderá a {b}comandos de administradores.{/b} 17 | 18 | 19 | 20 | Puedes hacer donaciones a TranscriberBot a través de PayPal. 21 | Las donaciones son de gran ayuda, gracias por el apoyo! 22 | El dinero de las donaciones se usará para cubrir los costes del servidor y apoyar a los desarrolladores. 23 | 24 | 25 | 26 | También puedes donar en Bitcoin, Ethereum o Litecoin 27 | 28 | BTC: {code}1DTrCfoNb9RLJnR5dfJvo9zwRjBZj8j1PY{/code} 29 | 30 | ETH: {code}0x0b784efc808527c75a8ef12a80622c41c28d45bd{/code} 31 | 32 | LTC: {code}LdsVPxqHR6PuKeMNvGYmMEkBRQ7M3AP3uY{/code} 33 | 34 | 35 | 36 | Mandame un mensaje de voz o una imagen con texto. 37 | 38 | 39 | Mensajes de voz activados 40 | Mensajes de voz desactivados 41 | Imágenes activadas 42 | Imágenes desactivadas 43 | QR activado 44 | QR desactivado 45 | 46 | ¡Lo siento, el archivo es demasiado grande! ({0}MB max) 47 | 48 | Transcribiendo... 49 | El audio es muy largo ({0}s), esto llevará un tiempo... 50 | {b}Texto:{/b} 51 | {b}[continúa]:{/b} 52 | No se ha podido transcribir el audio 53 | {b}[Interrumpido]{/b} 54 | 55 | Escaneando... 56 | {b}Texto reconocido:{/b} 57 | No se ha encontrado ningún texto 58 | {b}Restulado del QR:{/b} 59 | No se ha encontrado QR 60 | 61 | {b}Atención:{/b} flood detectado. Deja de espamear, por favor. 62 | 63 | Lenguaje desconocido: {language} 64 | Tienes que responder a un mensaje para traducirlo 65 | 66 | 67 | No guardamos ningún dato personal o de multimedia (como audio o mensajes) 68 | Los únicos datos de usuarios que guardamos son la id de chat y las preferencias del mismo. 69 | Los mensajes de audio se envían a (wit.ai https://wit.ai/terms) para la transcripción, y son inmediatamente borrados cuando la transcripción se ha completado. 70 | Las fotos se borran inmediatamente de nuestro servidor una vez se ha escandado en busca de texto o QR (offline). 71 | NO guardamos el contenido de NINGÚN mensaje (textp, multimedia o cualquier otra cosa) 72 | 73 | 74 | {b}ERROR:{/b} oops, no encontré la llave API Wit para la lengua {language}. :( 75 | 76 | 77 | -------------------------------------------------------------------------------- /values/strings_it-IT.xml: -------------------------------------------------------------------------------- 1 | 2 | 3 | 4 | Lingua impostata in Italiano 5 | 6 | 7 | Questo bot trascrive messaggi vocali e immagini in testo. 8 | Aggiungimi ad un gruppo o inoltrami i messaggi vocali ricevuti. 9 | 10 | Scegli una lingua (per i messaggi vocali): 11 | {languages} 12 | 13 | Per qualsiasi problema, o per metterti in contatto con gli sviluppatori, usa @transcribersupport_bot. 14 | Puoi effettuare una donazione con il comando /donate, ci aiuterà a sostenere i costi del servizio e a migliorarlo. 15 | 16 | {b}Nota{/b}: nei gruppi, il bot risponderà solo ai comandi dati {b}dagli admin{/b} 17 | 18 | 19 | 20 | Puoi fare una donazione per TranscriberBot su PayPal. 21 | Le donazioni ci sono di grande aiuto, grazie! 22 | I ricavi verranno utilizzati per pagare il costo dei server e consentire lo sviluppo di nuove funzioni. 23 | 24 | 25 | 26 | Puoi anche effettuare una donazione in BTC, ETH o LTC 27 | 28 | BTC: {code}1DTrCfoNb9RLJnR5dfJvo9zwRjBZj8j1PY{/code} 29 | 30 | ETH: {code}0x0b784efc808527c75a8ef12a80622c41c28d45bd{/code} 31 | 32 | LTC: {code}LdsVPxqHR6PuKeMNvGYmMEkBRQ7M3AP3uY{/code} 33 | 34 | 35 | 36 | Mandami un messaggio vocale o un'immagine contenente del testo 37 | 38 | 39 | Voce abilitata 40 | Voce disabilitata 41 | Foto abilitate 42 | Foto disabilitate 43 | QR abilitato 44 | QR disabilitato 45 | 46 | Spiacente, il file è troppo grande! ({0}MB max) 47 | 48 | Trascrizione... 49 | L'audio è molto lungo ({0}s), ci vorrà un po' 50 | {b}Testo:{/b} 51 | {b}[continua]:{/b} 52 | Non sono riuscito a trascrivere l'audio 53 | {b}[Fermato]{/b} 54 | 55 | Riconoscimento... 56 | {b}Testo riconosciuto:{/b} 57 | Nessun testo riconosciuto 58 | {b}Codice QR rilevato:{/b} 59 | Nessun codice QR rilevato 60 | 61 | {b}ATTENZIONE:{/b} flood rilevato. Stop allo spam, perfavore 62 | 63 | Lingua sconosciuta: {language} 64 | Devi rispondere a un messaggio, per poterlo tradurre 65 | 66 | 67 | Non memorizziamo nessun dato personale o contenuto multimediale (come audio o immagini). 68 | Gli unici dati che conserviamo sono l'id della chat di telegram, insieme alle impostazioni scelte. 69 | I messaggi vocali/file audio sono inoltrati a wit.ai (https://wit.ai/terms) per la trascrizione, e vengono immediatamente cancellati al termine. 70 | Le immagini vengono rimosse dai nostri server dopo che l'OCR o il rilevamento di QR sono stati effettuati (offline). 71 | 72 | NON memorizziamo nessun CONTENUTO dei messaggi (testo, multimedia o altro). 73 | 74 | 75 | {b}ERRORE:{/b} ops, non ho trovato la chiave API Wit per la lingua {language}. :( 76 | 77 | 78 | -------------------------------------------------------------------------------- /values/strings_pt-BR.xml: -------------------------------------------------------------------------------- 1 | 2 | 3 | 4 | Linguagem definida para Português do Brasil 5 | 6 | 7 | Este bot transcreve áudio e imagens em texto. 8 | Adicione-me a um grupo ou encaminhe mensagens e imagens para mim! 9 | 10 | Escolha uma linguagem (para mensagens de voz): 11 | {languages} 12 | 13 | /rate avalie este bot ou deixe seu comentário aqui (https://telegram.me/storebot?start=transcriber_bot) 14 | 15 | Se estiver tendo problemas, ou quer entrar em contato com os desenvolvedores, contate @transcribersupport_bot 16 | Você pode /donate (doar) se gostar do bot. Isso nos ajudará a manter o serviço e continuar melhorando-o. 17 | {b}Observação{/b}: em grupos, o bot responderá {b}apenas comandos de administradores{/b} 18 | 19 | 20 | https://telegram.me/storebot?start=transcriber_bot 21 | 22 | Você pode doar para o TranscriberBot no Paypal. Nos ajudará muito, obrigado pelo seu apoio! 23 | Dinheiro das doações será usado para pagar o servidor, custos de desenvolvimento, e deixar os desenvolvedores fazerem novos recursos! 24 | 25 | 26 | 27 | Você também pode doar em BTC, ETH ou LTC 28 | 29 | BTC: {code}1DTrCfoNb9RLJnR5dfJvo9zwRjBZj8j1PY{/code} 30 | 31 | ETH: {code}0x0b784efc808527c75a8ef12a80622c41c28d45bd{/code} 32 | 33 | LTC: {code}LdsVPxqHR6PuKeMNvGYmMEkBRQ7M3AP3uY{/code} 34 | 35 | 36 | Envie-me uma mensagem de voz ou uma imagem com texto 37 | 38 | Voz ativada 39 | Voz desativada 40 | Imagens ativadas 41 | Imagens desativadas 42 | QR ativado 43 | QR desativado 44 | 45 | Desculpe, arquivo muito grande! (limite de {0}MB) 46 | 47 | Transcrevendo... 48 | Áudio muito longo ({0}s), isso demorará um pouco 49 | {b}Texto:{/b} 50 | {b}[continua]:{/b} 51 | Não pude transcrever o áudio 52 | {b}[Parado]{/b} 53 | 54 | Reconhecendo... 55 | {b}Texto reconhecido:{/b} 56 | Texto não reconhecido 57 | {b}Código QR encontrado:{/b} 58 | Código QR não encontrado 59 | 60 | {b}ATENÇÃO:{/b} flood detectado. Pare de fazer spam, por favor 61 | 62 | Linguagem desconhecida: {language} 63 | Você deve responder a uma mensagem para traduzí-la 64 | 65 | 66 | Nós não armazenamos nenhuma informação ou mídia pessoal (como audios ou imagens). 67 | Os únicos dados que armazenamos é o ID da conversa, juntamente com as configurações escolhidas. 68 | Mensagens de Voz/Áudio são enviadas para (wit.ai https://wit.ai/terms) para transcrição, e são imediatamente apagadas após a transcrição é finalizada. 69 | Imagens são imediatamente apagadas do nosso servidor após o reconhecimento de OCR ou QR é realizado (offline). 70 | 71 | Nós NÃO armazenamos NENHUM conteúdo de mensagens (texto, multimídia ou qualquer outra coisa). 72 | 73 | 74 | {b}ERRO:{/b} ops, não encontrei a chave de API Wit para a língua {language}. :( 75 | 76 | 77 | --------------------------------------------------------------------------------