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Н Новости

Как заставить говорить по-русски World Of Warcraft с помощью AI

Синопсис

Здравствуйте-здравствуйте, играю я значит в классический World of Warcraft и понимаю, что игра тосклива из-за отсутствия более-менее озвученных квестов. Конечно, инди-студия Метелица не способна озвучить всю свою игру, да и понятно, что сюжет развивается, а люди имеют свойство менять работу или, да это печально, физической гибели, как например случилось с озвучкой Артаса Менетила в Warcraft III: Frozen Throne.

В общем, заваривайте чай, как и все мои предыдущие публикации, эта статья в формате (б|в)лога.

Введение

И вот я случайно-неслучайно натыкаюсь на аддоны (дополнения) для wow. До этого ими не пользовался, так как в первую очередь, я - игрок лора, мне не особо была интересна PvP составляющая или походы в подземелья.

Среди пачки аддонов находятся ребята - https://www.curseforge.com/wow/addons/voiceover, которые каким-то образом сделали озвучку для персонажей. В описании сказано: "вы должны скачать voice pack", то есть аддон имеет какой-то dependency.

6b87cae0011c6f5aca425c44f16a5784.png

То есть дополнение является player-ом, а вот сама озвучка - это какой-то архив. И внизу есть ссылка на GitHub. Открываем

7f5bff6d13d68a043541141fae1fde4b.png

А поддержка языка у ребят урезана, судя по Usage

33c4fa4b73cdf98c52fd8833661e5893.png

Я нашел ссылку на их Discord и полез туды, чтобы прояснить в чём дело, оказалось ребята использовали 3rd party, которая позволяла генерировать text-to-speech основываясь на кусочках голосов. То есть вы должны создать голоса под каждую расу и каждый пол, а дальше, используя их нейронку нагенерить себе всё что нужно и сложить в аудиофайлы.

Чел пишет, что потратил не менее 600 баксов для английской версии, но вот тратить дальше - денег нет. Я хотел было плюнуть и попробовать получить русскую версию там же заплатив сколько нужно. Но по подсчетам тарифа там выходит за 2к баксов только чтобы что-то получить нормальное.

ee28acd0f468fde78e28b27a832f1350.png

И тут услышать квесты на русском стало целью. Не то, чтобы я не знаю английский (и IELTS сдавал, и на Microsoft работал, и в Берлине год прожил (если надо могу написать свой взгляд на то, как выглядит непредвзятая жизнь семейного человека, а также советы при релокации, просто посигнальте в комментах)), да и в целом могу свой гайд по английскому написать как его за год освоить до разговорного.

Сорри за оффтоп, едем дальше: В какой-то момент я подумал, а что если ребята просто не шарят, что можно юзать open source?
Там как раз есть целая тьма проектов, например закрывающийся https://github.com/coqui-ai/TTS
Далее в ходе моих размышлений я выстроил целый чудовищный план по уничтожению языков в контенте, но забил на него. Как всегда. Но вот недавно я просто подумал - а может мне перевести просто их английскую версию на русскую?
Coqui-ai tts (который КМК поверх Mozilla TTS) умеет клонировать голос и травить его на нужный текст используя семпл хоть на 6 секунд.

Надо понять как устроен этот самый аддон.

Как работает существующий аддон, да и вообще аддоны в целом

В ходе исследования, стало понятно, что всё куда просто-сложно. Аддоны это всратый lua-код, который не имеет доступ ни к чему вне WoW-а. То есть вы не можете просто так постучаться во внешний REST API или обращаться к I/O. У вас есть этот доступ на момент загрузки аддона, но не более. А так хотелось подключить телеграм бота в чат в wow, но увы, в следующий раз, на уме есть пара лазеек, но лень.
Что сделали ребята - нашли открытую бд для всех квестов, весит она сколько-то там.

Значит делают они так:

На каждую расу приходится 2 голоса - мужской и женский, а рас около 15 минимум, итого порядка 30 голосов и 10кк символов текста на каждую. Мде.

Приступаем к настройке окружения

Иду клонировать репозиторий, но через GitHub Codespaces. Почему? Потому что на Mac Studio стоит ARM, запускать x86 комп мне лень, через UTM есть винда и NetBSD в качестве рабочих машин, но вот для того всратого tts нужна бубунта, да и скорее всего в x86. А ставить через Podman и засирать свою машину мне лень потом вычищать всё это добро. В общем лучшее враг хорошего. Поэтому просто в GitHub Codespaces.

6d98ace69a1f5fcaea545a498f8885fd.png

В их же репозитории начинаем обогащать петухон-проект, добавляем туды TTS

python -m venv .venv
. .venv/bin/activate
echo TTS >> requirements.txt
pip install -r requirements.txt

Дальше тащим их Soundpack в папочку с translator-ом (этот пак весит 1 гб)

mkdir translator
cd translator
mkdir assets/wow-classic-en
wget https://github.com/mrthinger/wow-voiceover/releases/download/v1.3.1/AI_VoiceOverData_Vanilla-v1.0.0.zip
unzip AI_VoiceOverData_Vanilla-v1.0.0.zip

# сохраним архив, мало ли что-то накосячим
mv AI_VoiceOverData_Vanilla-v1.0.0.zip ~/downloads

Теперь тащим tts, я хотел было целиком собирать их репозиторий, но потом плюнул и увидел, что у Codespaces итак есть docker, как бы я ненавидел их, желание получить результат как можно быстрее победил.

P.S. Причем месяц назад я баловался с tts, локально он запускается, но на петухоне не выше 3.10 ЕМНИП.

То есть оно запускается в контейнере, значит можно дописать и compose

podman run --rm -it -p 5002:5002 --entrypoint /bin/bash ghcr.io/coqui-ai/tts-cpu

Получилась вот такая шляпа

  tts:
    image: ghcr.io/coqui-ai/tts-cpu
    container_name: tts-server
    ports:
      - "5002:5002"

Запускаю её через podman-compose up tts, а там контейнер на 6.3GB бугага

Теперь судя по архиву там какая-то хрень и надо генерировать под аддон свои, назову это, пре-файлы.

cp .env.example .env
# у них там уже в репе мускул
docker compose up -d
python cli-main.py init-db

python cli-main.py gen_lookup_tables --lang=ruRU

в папке tts_cli создаю tts_ai.py, для того, чтобы оно подтянуло модель

import torch
from TTS.api import TTS

# Get device
device = "cpu"

# List available 🐸TTS models
print(TTS().list_models())

# Init TTS
tts = TTS("tts_models/multilingual/multi-dataset/xtts_v2").to(device)

def getVoice(text, input_sound_path, output_sound_path, language):
    tts.tts_to_file(text=text, speaker_wav=input_sound_path, language=language, file_path=output_sound_path)

в самой папке вызываю

python tts_ai.py

и убеждаюсь, что оно не умеет тянуть модель сама, значит надо качать репо из https://huggingface.co/coqui/XTTS-v2/tree/main?clone=true

git lfs install
git clone https://huggingface.co/coqui/XTTS-v2

и вот закончилось место на виртуалке

f320b02639d4fb8f4fcd55e79360b8d7.png

но мы удалим скачанный архив sound-ов и вот + 1 гигабайтик:

rm -rf ~/downloads

запустил ncdu и освободил на 2.2GB
потом понял, что там numpy не дружит с версией какой-то у tts, короче даунгрейднул пакет

в итоге места опять не хватило, плюнул и апгрейднул тачку

50d77ed2972db9cf78f3f3d6c25c9159.png

пока она там конвертируется пошел читать как публиковать свой аддон, оказалось, что надо просто перейти по ссылке https://legacy.curseforge.com/project/create и заполнить соответствующую форму, отложу пока на потом, так как тачка успешно бампнулась

572c1997b71bbc600b53ea884e71aaf8.png

Заполняю под копирку с основного, везде вставляя Russian и уговаривая купить мне кофе через подписку на мой паблик по разработке ПО в телеграм https://t.me/digitable_sub_bot по цене 250р в месяц)

Проверка, что TTS-модель работает

Дальше тыкаюсь в tts локально, чтобы получить на основе текста квеста и входной звуковой дорожки выходную звуковую дорожку

tts \
--model_name "tts_models/multilingual/multi-dataset/xtts_v2" \
--speaker_wav /workspaces/wow-voiceover/translator/assets/wow-classic-en/AI_VoiceOverData_Vanilla/generated/sounds/quests/2-complete.wav \
--out_path /workspaces/wow-voiceover/translator/assets/wow-classic-ru/AI_VoiceOverData_Vanilla/generated/sounds/quests/2-complete.wav \
--text "Могучий гиппогриф Острокоготь был убит, и коготь этой свирепой твари – свидетельство вашей победы. Сенани Громосерд на заставе Расщепленного Древа несомненно пожелает увидеть этот трофей – доказательство ваших деяний." \
--language_idx 'ru' 

На выходе получаю, причем звуковая дорожка пусть и местами ущербная, но в целом голос склонировался более чем.

96694d73964aba7b090c5cf8376ce14f.png

Начинаем использовать встроенный генератор

Так-с, теперь запустим

a054864664e665c4be8522a2e5006791.png

Видать где-то в передаче языка накосячил и передается английский

python cli-main.py gen_lookup_tables --lang=ruRU

Страшно, конечно, что 17к аудиофайлов бедный Codespace будет обрабатывать, с другой стороны, а зачем я тогда за подписку плачу?

Оказалось что этот всратый gen_lookup_tables создаст в output папке нужные мне тексты квестов, поэтому свапаю местами тексты квестов в input папку обычным копированием.

Что забавно - это английский текст с английским голосом, но в русский голос, получается рунглиш в чистом виде от нейросети, хоть в кино отправляй, но с этим эксперименты будут потом

Пример - https://raw.githubusercontent.com/the-homeless-god/wow-voiceover/master/assets/video/10-complete.mp3

И вот ошибки во время генерации:

797eb0c8322e15c97e143726a17e6541.png

Улучшаем исходники

Оказывается, что не все квесты переведены, а значит топаем сюда https://www.hiveworkshop.com/threads/warcraft-iii-medivh-soundset.337074/ и достаем голос Медива, чтобы как в третьем варкрафте закадравый голос был для случаев, когда голоса нет

Но там все примеры короткие, нашел на YouTube https://www.youtube.com/watch?v=3svAOHX7FLI, сейчас стащим видеофайл и с ffmpeg достанем оттуда mp3.
Пока тащил файл через ssyoutube там же скачал mp4 и сохранил как mp3. Так что не в этот раз, ffmpeg.

Можно поступить круче и озвучить все квесты моим голосом, но это будет слишком

  def tts(self, text: str, inputName: str, outputName: str, output_subfolder: str, language: str, forceGen: bool = False):
        result = ""
        outpath = os.path.join(SOUND_OUTPUT_FOLDER, output_subfolder, outputName)
        inpath = os.path.join(SOUND_INPUT_FOLDER, output_subfolder, inputName)

        if os.path.isfile(outpath) and forceGen is not True:
            result = "duplicate generation, skipping"
            return

        # вот тут добавил проверку, что если input-sample квеста отсутствует, то пусть берет голос Медива
        if os.path.isfile(inpath) is False:
            inpath = DEFAULT_VOICE
            return
    
        self.convert(text, inpath, outpath, language)

        result = f"Audio file saved successfully!: {outpath}"

        return result

Оцениваем затраты

Но чтобы сгенерировать 19784 файла по 30 секунд каждый надо 164 часа вроде бы
((19784 * 30) / 60) / 60 / 24 - это примерно 7 дней фактически

А если распараллелим в 10 потоков, то получим 16 часов, поехали

А если вырезать альянс, то выйдет еще в 2 раза быстрее.

2a3f320edd51c0d5510d536340e0c7c5.png

И пока эта штука генерится я подумал, ладно черт с ним запущу на своём M1 Max Pro 64 128 Ultra Hard Nano Nice. Пойду стяну репу. Надо сделать форк исходной и закоммитить в том числе английские аудиофайлы. Да на +1гб в репо, но мне лень перекачивать архивы. А потом если надо будет - ребята откатят коммит, делов-то.

Хотя не, не буду, а то потом коммит не примут еще.

Надо архив опять качать, в этой статье где-то это было)

wget https://github.com/mrthinger/wow-voiceover/releases/download/v1.3.1/AI_VoiceOverData_Vanilla-v1.0.0.zip

unzip translator/assets/wow-classic-en/AI_VoiceOverData_Vanilla-v1.0.0.zip

Пытаемся использовать M1 & Metal Accelerator в PyTorch

Пока качал понял, что в M1 можно взять Metal Accelerator, чтобы использовать GPU - https://developer.apple.com/metal/pytorch/

Оказалось что там и зависимости по-другому работают, мде

pip3 install --pre -r requirements.txt --index-url https://download.pytorch.org/whl/nightly/cpu

И определение девайса болезненное

# Get device
device = "cpu"

if torch.backends.mps.is_available():
    device = torch.device("mps")
    x = torch.ones(1, device=device)
    print (x)
else:
    print ("MPS device not found.")

Да и его поддержка, аж на баг наткнулся, заспекал и написал workaround для чела, который тоже вчера видимо с этим столкнулся https://github.com/coqui-ai/TTS/issues/3758

Ищем пути оптимизации воркеров, тредов, параллелей и любых других слов

Решил запустить локально генерацию для одной части, а для другой в Codespaces, в очередной раз апнув виртуалку на 16 ядер, у них кстати есть крутая фича по-умолчанию на все тачки тянуть ваши dotfiles, мелочь, а приятно

Мои dotfiles тут - https://github.com/the-homeless-god/dotfiles, звездочку туда поставь и дальше иди
Мои dotfiles тут - https://github.com/the-homeless-god/dotfiles, звездочку туда поставь и дальше иди

Вот теперь процессор работает (запустил 8 воркеров)

pip install bpytop, если что
pip install bpytop, если что

Но вот беда - у разрабов где-то косяк с воркерами и они падают с index of out range, то есть у него что-то там с массивами не получается в индексы, но беда не в этом, мульти-воркеры работают дольше одного воркера

Поэтому запустил в один поток. Это сами знаете что.

Что самое смешное это косяки, а с ними прям замечательно в речи. То есть когда персонаж гоблин говорит "безднА" вместо "бЕздна", то это как наречие или акцент, что добавляет живности языку. Грубо говоря как "звОнит" и "звонИт". Так что оставляем.

Примеры:

https://github.com/the-homeless-god/wow-voiceover/raw/master/assets/video/10-accept.mp3
https://github.com/the-homeless-god/wow-voiceover/raw/master/assets/video/33-accept.mp3
https://github.com/the-homeless-god/wow-voiceover/raw/master/assets/video/m-f07f5e6d40044eae745e47cfd0b2ac14.mp3

За 15 минут обработано всего лишь 114/19784 элементов.

Видимо придется разбираться где там в настройках многопотока накосячили они. Потому что выполнение обещает минимум 133 часа в один поток. Надо попробовать разобраться с Google Collab может быть, а пока просто перевернул pandas dataframe df = df.sort_index(ascending=False) чтобы на виртуалке с конца списка пойти, пока локально иду сначала. Главное успевать синкать директории.

Думаем, а может вместо CPU использовать GPU?

Прошел час - на mac вышло порядка 2%, на виртуалке 3%, разница в том что на виртуалке с конца списка пошли короткие файлы с набором фраз в 10 слов, а на маке крутятся тексты квестов. В целом обработано 1к из 19к. Сейчас попробую оживить виндовый комп на AMD RX 580 и сравнить как же быстро дело пойдёт с видеокартой. А в параллели опрашиваем знакомых

091913b2e14593130ad9597808815639.png

Причем мак говорит что справится за 33 часа, а виртуалка если дернуть neofetch говорит за 54 часа (который кстати сюрприз-сюрприз архивирован, вроде бы потому что разраб ушел на гусинную ферму, судя по треду в реддите)

01d40059a31a8d7b44f2c660ba41bac6.png

Сижу генерю

f83d6b196d4a05df86608cd141ccdb42.png

Пока там всё ещё петухон генерирует нам из-под torch-а аудиофайлы пойду что ли описание аддону заполню

Спустя пару часов виртуалка съела все ресурсы по лимитам подписки

6,5 часов и остаётся 47,5 по её оценкам
6,5 часов и остаётся 47,5 по её оценкам

Выкачиваю всё что она сгенерила с конца списка, пакую в архив и отдаю племяннику генерировать на его Nvidia 2060 что-то там

Причём на Mac Studio скорость стабилизировалась на 16s-24s на строку, но и там пока торможу процесс, чтобы слить файлы в одну систему

7 часов и остаётся 81 час по её оценкам
7 часов и остаётся 81 час по её оценкам

После склейки 7 часов работы: 5 directories, 1937 files

На Windows в параллели запускать тоже оказалось проблемно, всратая cuda, долго побеждали зависимости, но справились, сейчас всё ещё пытаемся понять почему многопоточность не работает, там что-то для tty не отрабаывает.

Решили запускать 2 powershell-а в разные стороны

5911fdd947874babf92cdd023f28e4f0.png
  • Прошло ещё 5 часов: 2500 + 6000 из 19784, надо как-то параллелить.

    Потеряв тонну времени, в попытках перебирать мультипроцессинг оказалось действенным:

    • на каждый тред при каждом файле генерить TTS

    • указать TTS общую шаренную память

    • разбивать датасет на чанки

    Из недостатков: КАЖДЫЙ ФАЙЛ БУДЕТ ПОДКЛЮЧАТЬСЯ К МОДЕЛИ

    Из плюсов: оно стало генерится быстрее в количество воркеров раз, причем что любопытно общая память этому процессу скорее помогает чем нет, да и вдобавок процессор отдыхает в моменты перезагрузки модели, забавно.

	def convert(self, text, input_sound_path, output_sound_path, language):
        print(input_sound_path)
        print(output_sound_path)
        print(text)
        device = "cpu"

        ttsai = TTS("tts_models/multilingual/multi-dataset/xtts_v2").to(device)
        ttsai.share_memory()

        return ttsai.tts_to_file(text=text, speaker_wav=input_sound_path, language=language, file_path=output_sound_path)


    def process_rows_in_parallel(self, df, row_proccesing_fn, max_workers=STATIC_MAX_WORKERS):
        total_rows = len(df)
        bar_format = '{l_bar}{bar}| {n_fmt}/{total_fmt} [{elapsed}<{remaining}, {rate_fmt}] {postfix}'

        # num_processes = mp.cpu_count()
        num_processes = max_workers

        chunk_size = int(df.shape[0]/num_processes)

        chunks = [df.iloc[df.index[i:i + chunk_size]] for i in range(0, df.shape[0], chunk_size)]
        # chunks = [df.iloc[i:i + chunk_size,:] for i in range(0, df.shape[0], chunk_size)]
        
        with tqdm(total=total_rows, unit='rows', ncols=100, desc='Generating Audio', ascii=False, bar_format=bar_format, dynamic_ncols=True) as pbar:
            with ThreadPoolExecutor(max_workers=max_workers) as executor:
                for chunk in chunks:
                    for custom_message in zip(executor.map(row_proccesing_fn, chunk.itertuples())):
                        pbar.set_postfix_str(custom_message)
                        pbar.update(1)

Ищем сервера с GPU

Еще +5 часов, но уже в 2 потока и на 2 машинах: Mac Studio M1 Max и какая-то винта на Super 2060, суммарно имеем 6907 + 3251 из 19784, то есть за прошедшие грубо говоря 12-13 часов только подошло к половине, пойду посмотрю цены на выделенные сервера с GPU

И удивлюсь с цен

Мде
Мде

у Selectel - 330к в месяц
у Reg.ru уже по скромнее

38 700 рублей в месяц
38 700 рублей в месяц

Понравились ребята с iqhost, но у них отвалился сайт, и пришлось идти дальше

А цены-то гуманные, жалко легли в тот момент
А цены-то гуманные, жалко легли в тот момент

Судя по всему мощность должна быть кратно выше

пошел на другой с какими-то ультра настройками

кстати эти ребята понравились - https://gpudc.ru
кстати эти ребята понравились - https://gpudc.ru

Арендовалось

сколько буковок
сколько буковок

В итоге пока устанавливал репо и все зависимости - потерял 300р)

Ну и пока assets перекладывал еще 300 съел)
Ну и пока assets перекладывал еще 300 съел)

А потом видишь косяки либы этих ваших петухоновых торчей

db64d44863c8ace80bbf9e1e5813b1ff.png

Из не менее прикольного: при генерации можно указать ник вашего персонажа

В 179 потоках на CPU:

43574afed5b2494bb706ba5f80287948.png

Причем наконец-то параллелинг

f7282510d123d9c0054e994c81b7a049.pngТолькот вот пользы никакой, потрачено 10 часов в попытках заставить хоть что-то работать (надеюсь комментаторы подскажут где же тут ошибка)
Толькот вот пользы никакой, потрачено 10 часов в попытках заставить хоть что-то работать (надеюсь комментаторы подскажут где же тут ошибка)
Пойду дальше руками догенерирую
Пойду дальше руками догенерирую

Генерируем на M1 Max в Mac Studio

+7 часов за ночь на macStudio, в 1 поток нагенерилось 200 файлов, причём потому что студия уходила периодически в сон и некоторые файлы грузились порядка 8 минут

988b8573941e3fb568f0a56c4726a454.png

Пойду поставлю в 2 потока и с постоянной загрузкой в памятью

И так система ведет себя лучше, нежели чем всегда под 100%
И так система ведет себя лучше, нежели чем всегда под 100%

Порядка 40-50 файлов в час продолжительностью аудиодорожки 10-30 сек, на данный момент нагерено 5061 из 9563 файлов.

Пока открыл PR понял, что GitHub не тянет отображение count для такого объема файлов, но я складываю mp3 файлы в репозиторий в процессе генерации, чтобы с нескольких девайсов можно было не заморачиваться с распаковкой

Когда слишком много файлов
Когда слишком много файлов

Про проблемы параллелизма писали тут - https://github.com/coqui-ai/TTS/discussions/1852, фактически нужно иметь больше 1 синтезатора, так как 1 синтезатор обрабатывает только 1 файл

Прошло еще 10 часов,
139 файлов, квест номер 4129
обработано 5685/19784
6508 файлов из 9563 файлов
29%

Конечно можно задать вопрос:

d4664dbf82fb00b0e6ecc8cb3678f958.png

И получить ответ - я, поэксперементировал с параллелизмом и многопоточностью - как мне кажется моих знаний питона не хватило, я попробовал делить на чанки, пробовал из dataframe вычитывать до операций, но всё равно - генерация не ускоряется, может быть читатель публикации найдёт способ ускорения, в моём случае - я не сидел за компом столько времени и никуда не торопился, поэтому включил и раз в 5 часов подошел проверил

Причем что забавно, если в предложении остаётся Adventurer, то есть английское слово, то оно затормаживает генерацию длинных предложений на секунд 10-20

Проблемы Synthesizer

Что я попробовал из оптимизации, но всё равно бестолку:

Идею нашел в интернетах - поднять Synthesizer выше, сделал workaround вокруг thread safe singleton, но всё равно - там где-то ошибка на уровне торча, ему не нравится количество в весах и он игнорирует в таком случае файлы, поэтому сделал failback лист, так выглядит генератор

import os
from TTS.utils.manage import ModelManager
from TTS.utils.synthesizer import Synthesizer
from tqdm import tqdm

import threading

lock = threading.Lock()

class Singleton(type):
    _instances = {}

    def __call__(cls, *args, **kwargs):
        if cls not in cls._instances:
            with lock:
                if cls not in cls._instances:
                    cls._instances[cls] = super(Singleton, cls).__call__(*args, **kwargs)
        return cls._instances[cls]

class Converter(metaclass=Singleton):
    def __init__(self):
        models_path = os.getenv('TTS_MODELS_JSON_PATH')
        assets_path = os.getenv('ASSETS_PATH')
        
        print(f'tts models path is located at {models_path}')
        print(f'tts assets path is located at {assets_path}')

        model_manager = ModelManager(models_path, output_prefix=assets_path)

        model_path, _, model_item = model_manager.download_model("tts_models/multilingual/multi-dataset/xtts_v2")

        print(f'model is {model_item}')

        self.syn = Synthesizer(
            tts_checkpoint=model_path,
            tts_config_path=os.path.join(model_path, "config.json"),
        )
        
        self.tqdm_bar_format = '{l_bar}{bar}| {n_fmt}/{total_fmt} [{elapsed}<{remaining}, {rate_fmt}] {postfix}'
        self.tqdm = None
        self.failed_inputs = []
                
    def convert(self, text, input_sound_path, output_sound_path, language):
        print(f"text: {text}")
        print(f"input: {input_sound_path}")
        print(f"output: {output_sound_path}")

        try:
            outputs = self.syn.tts(
                text=text,
                speaker_name=None,
                language_name=language,
                speaker_wav=input_sound_path, 
                reference_wav=None,
                style_wav=None,
                style_text=None,
                reference_speaker_name=None,
                split_sentences=True,
            )
            
            return self.syn.save_wav(outputs, output_sound_path)

        except:
            self.failed_inputs.append(input_sound_path)
            
        return None
    
    def process_dataframe(self, df, num_processes, executor, row_proccesing_fn):
        total_rows = len(df)
        chunk_size = int(df.shape[0]/num_processes)

        print(f'total rows: {total_rows}')
        print(f'chunk size: {chunk_size}')
        
        if (self.tqdm is None):
            self.tqdm = tqdm(total=total_rows, unit='rows', ncols=100, desc='Generating Audio', ascii=False, bar_format=self.tqdm_bar_format, dynamic_ncols=True)
            
        chunks = [df.iloc[df.index[i:i + chunk_size]] for i in range(0, df.shape[0], chunk_size)]

        for chunk in chunks:
                for custom_message in zip(executor.map(row_proccesing_fn, chunk.itertuples())):
                    self.tqdm.set_postfix_str(custom_message)
                    self.tqdm.update(1)

        print(self.failed_inputs)

А логика трединга

    def process_rows_in_parallel(self, df, row_proccesing_fn, max_workers=STATIC_MAX_WORKERS):
        with ThreadPoolExecutor(max_workers=max_workers) as executor:
            Converter().process_dataframe(
                df=df,
                num_processes=max_workers,
                executor=executor,
                row_proccesing_fn=row_proccesing_fn
            )


    def tts(self, text: str, inputName: str, outputName: str, output_subfolder: str, language: str, forceGen: bool = False):
        result = ""
        outpath = os.path.join(SOUND_OUTPUT_FOLDER, output_subfolder, outputName)
        inpath = os.path.join(SOUND_INPUT_FOLDER, output_subfolder, inputName)

        if os.path.isfile(outpath) and forceGen is not True:
            result = "duplicate generation, skipping"
            return

        if os.path.isfile(inpath) is False:
            inpath = DEFAULT_VOICE
            return

        Converter().convert(text=text, input_sound_path=inpath, language=language, output_sound_path=outpath)

        result = f"Audio file saved successfully!: {outpath}"

        return result

То есть, всё равно не удаётся сделать близкое значение для

Processing time: 75.22344183921814
Real-time factor: 2.09797635813799

Где сама сетка получает вывод за 2 секунды, а вот процессинг минимум х5 для коротких предложений и многовато для длинных

Умные мысли преследовали его - используем Tmux

Появилась гипотеза:

  • запускаю с этими изменениями на новой тачке

  • запускаю просто много терминалов на новой тачке

уже по 75 рублей в час
уже по 75 рублей в час

Самый простой вариант оказался также бесполезным:

Всё на cuda в нескольких воркерах
Всё на cuda в нескольких воркерах

Всё в перемешку в 1 воркер:

b8ce96730e1a345dd20ab987a591defa.png

В перемешку просто вывод:

dc7fb8821a371753c5a0e0e4667a1b8d.png
  • UPD: в перемешку скорость выросла, но не значительно, вместо 1 файла в минуту выходит 4-5

  • UPD: RPS уже 8 файлов в минуту, вариант гонять на CPU в 1 воркер куда быстрее оказался в моём случае и потраченном времени на исследовании.

Проснулся и пошел смотреть, пишет что готово

48d4b4bc6fb93b1ba314a359a32b42cc.png

Повторный прогон сообщает о том же

824f76275d03a5e426fbb670a3b2246e.png

Идем складывать в репозиторий - а там куча проблем с размерами

Заодно надо сделать саббранч от предыдущей, чтобы сохранить аудиофайлы в сабветке, а основной открыть PR, а все коммиты засквошить в один, обычный пак вышел в 5GB у всего архива, надо как-то переделать в mp3 сжатый, была конечно идея делать ускоренные записи через tts, а в плеере замедлять, ну да ладно

git checkout russian-translation-through-local-tts 

# делаем бекап ветку
git checkout -b russian-translation-through-local-tts-backup
git push origin russian-translation-through-local-tts-backup

git checkout russian-translation-through-local-tts 

# меняем расширение с mp3 на wav
for f in *.mp3; do mv -- "$f" "${f%.mp3}.wav"; done

# удаляем wav-ки
rm -rf *.wav


# основа наверное всего что связано с медиа, имхо лежит в любом проприетарном обработке видео, аудио и так далее
sudo apt install ffmpeg


# сжимаем до упора ru-звуки
for f in *.wav; do ffmpeg -i "$f" -vn -ar 44100 -ac 2 -b:a 192k "${f%.*}.mp3"; done

# делаем архивчик
zip -r AI_VoiceOverData_Vanilla-RU.zip wow-classic-ru/

# смотрим сколько весит
ls -sh AI_VoiceOverData_Vanilla-RU.zip

# понимаем что 2.9GB гитхаб не пропустит, поэтому делаем lfs
curl -s https://packagecloud.io/install/repositories/github/git-lfs/script.deb.sh | sudo bash
sudo apt-get install git-lfs

# и в какой-то момент оказалось, что нельзя в форках пользоваться LFS.
# cначала хотел было сделать detach
# но потом понял, что лучше создать новую репу под assets и туда всё закинуть
git clone https://github.com/the-homeless-god/wow-voiceover-assets 
cp -r translator/assets ~/projects/wow-voiceover-assets
cd ~/projects/wow-voiceover-assets

git lfs track AI_VoiceOverData_Vanilla-RU.zip
git add AI_VoiceOverData_Vanilla-RU.zip .gitattributes

git commit -m "feat(ru): add russian soundpack"
git tag v1.4.4 
git push origin --tags

# а потом оказывается что и там лимит на 2gb, значит жмем архив дальше
# сжимаем с максимальной компрессией
zip -9r ru.zip AI_VoiceOverData_Vanilla-RU.zip 

# всё равно получаем тоже самое, поэтому давайте распилим архив
# также как когда-то пилили диски и прочее
split -b 1024m AI_VoiceOverData_Vanilla-RU.zip --additional-suffix=`basename "AI_VoiceOverData_Vanilla-RU.zip"`

# для склейки например оставим простой скрипт внутри
cat xaaAI_VoiceOverData_Vanilla.zip \
	xabAI_VoiceOverData_Vanilla.zip \
    xacAI_VoiceOverData_Vanilla.zip > AI_VoiceOverData_Vanilla-RU.zip

# по идее можно выстроить логику split-а вокруг git hooks, то есть вы мокаете папку
# и при pull/push её клеите и разбиваете, да это долго, но работает
# в итоге плюнул и отказался от архивов, слишком долго и много заморочек

# ну а в оригинальной репе дропаем ассеты, чтобы PR был красивым
rm -rf translator/assets/wow-classic-ru
rm -rf translator/assets/wow-classic-en
git commit -m "refactor: drop assets" -n

# Для сквоша я храню эту команду у себя в zshrc в Dotfiles можно найти больше примеров тут
# https://github.com/the-homeless-god/dotfiles/blob/master/configs/.zshrc#L50
git reset $(git merge-base master $(git branch --show-current))
меняем формат ffmpeg-ом
меняем формат ffmpeg-ом

Публикация аддона

Идем создаем аддон опять, у них там что-то всё сломалось и надо в новом UI

Картинка разумеется из-под локального stable diffusion
Картинка разумеется из-под локального stable diffusion

У английского пака 600к скачиваний, ставь класс - посмотрим сколько нас

61c7b99b589471689093612974bfd609.png

Буду верить тут нет ограничений на размер файла

Но есть ограничение на ваш айпишник, ибо Curse принадлежит Twitch, которая принадлежит Amazon
Но есть ограничение на ваш айпишник, ибо Curse принадлежит Twitch, которая принадлежит Amazon

Выложил, сейчас на ревью

На реддитах пишут, что это может занять несколько дней, ладно, подведу итоги и выпущу статью, а там уже как будет дальше
На реддитах пишут, что это может занять несколько дней, ладно, подведу итоги и выпущу статью, а там уже как будет дальше

Тестирование

Пойду хоть проверю, выбираю русский язык и звук

8adede69af94b19fd4c0555c1d0dcde1.png

Как установить сейчас?

Самим вов заниматься мне лень, я побаловался, хватит, хотя добавить всем в квестах "Нихао, братья" думаю было бы забавно, тут другие мододелы доделают. Как модерацию плагин пройдёт допилю там мелочи, чтобы без проблем пользователи ставили, но даже сейчас вы можете просто установить оригинальный VoiceOver аддон, а к нему положить soundpack

Как это сделать пока аддон на ревью:

  1. Ставим этот аддон https://www.curseforge.com/wow/addons/voiceover

  2. Затем идем в папку где у вас установлен вов и ищем там __classic-era__/interface/AddOns/AI_VoiceOverData_Vanilla

  3. И закидываем туда всё содержимое из https://github.com/the-homeless-god/wow-voiceover/tree/master/translator/assets/wow-classic-ru/AI_VoiceOverData_Vanilla

Итого

Что получилось?

  • Аддон на CurseForge: https://legacy.curseforge.com/wow/addons/voiceover-sounds-vanilla-russian

  • Мой репозиторий: https://github.com/the-homeless-god/wow-voiceover

    В целом, результатом я неудовлетворен:

    • Бесит питоновская трабла с генерацией, ищу помощи комментаторов что там можно улучшить

    • Некоторые квесты отсутствуют в бд mangos, но догенерировать их уже не составляет труда, так как это небольшое количество

    • В некоторых квестах есть шумы, как например квест у нежити добавляет "моджо", миленько, но хотелось бы без них

    • Прикольно, что генерируется на основе коротких сэмплов

    Что еще можно сделать?

    • Есть конечно косяки, но их можно уладить другими нейросетями в следующий раз, например:

    • натравить с помощью нейросетей улучшения качества можно как ни странно улучшить это самое качество звуковых дорожек

    • взять за основу аудиодорожки куда длиннее

    • генерировать текстовое описание всем персонажам с помощью LLM и создавать голоса на основе текстовых описаний, например кормим картинку/видеоряд/сорс из книг и так далее, чтобы получить более живой голос (причём по той же логике можно обогатить диалоги)

    Что хочу попробовать дальше:

    • Переозвучить какую-нибудь анимеху с помощью такого же алгоритма

    • Переозвучить фильм - нужно взять субтитры и распределить их по ролям, дальше таким же образом склеить, по качеству на уровень просто дорожки поверх основной - уже гуд

    • Улучшить качество звуковых дорожек

    • Взять шайтан-видеокарту чтобы прогонять это дело в разы быстрее

    • Поиграться с оптимизацией, чтобы в k3c был балансировщик и хостить контейнеры с tts, а к ним дописать простейший REST либо поискать существующие.

    • Еще есть мысль сделать эту систему в режиме реального времени, то есть вы включаете видео в браузере, и на ходу вам догенерируется следующая минута, почти как Демон Лапласа, гг

    • Можно переписать все тексты на клингонский или эльфийский, можно попробовать оживить латынь, достаточно просто взять sample голоса за основу, а её как раз-таки можно сгенерировать - прикиньте Тралл говорит на клингонском. Или того хуже заставить мир говорить языками программирования, бред, но красиво же.


    Как конкретно ты мне можешь помочь:

    • Накидывать идеи в комментарии

    • Купить подписку на мой личный паблик в телеграмме (ценник от 250 рублей в месяц), там я выпускаю посты небольшого объема, которые не тянут на уровень хабра, но при этом включают полный цикл разработки ПО по всем возможным темам, например недавно я там писал про устройство декораторов в typescript или развертывание своего email-сервера с помощью классических наборов утилит, а также с помощью gui. В общем приходите все и купите мне кофе, а я и дальше буду пробовать писать что-то полезное и открытое https://t.me/digitable_sub_bot

    • Если хотите чтобы я попробовал написать вам какой-нибудь gui который всё это под капотом содержит и так далее тоже пингуйте, заинтересован в ваших донатах, чтобы больше творить всякого ненормального, так-то можем договориться об оплате через телегу или paypal)

    Подписывайся https://t.me/digitable_sub_bot :) Лок'тар огар!

    • Отдельное спасибо Ярославу Вдовину за помощь в генерации на его компе, пока я пытался вкурить как это сделать на арендованной тачке быстрее

    • Написал еще и в дискорд ребятам

      1c90080036caf208b18fe0692673ad79.png

      Из забавного: нашли, что часть квестов пропала, не хватает 1200-1500 файлов, оказалось, что в английских квестах нет склонения глаголов, а в русском есть, так что опять гоняем до потери пульса, но это уже другая история

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Источник

  • 01.09.25 17:03 WILLER GOODY

    Don’t be misled by the countless stories you come across online many of them are unreliable and can easily steer you in the wrong direction. I personally tried several so-called recovery services, only to end up frustrated and disappointed every single time. But everything changed when I finally connected with a true tech professional who genuinely knows what they’re doing. Instead of wasting time and energy with unskilled hackers who make empty promises, it’s far better to work with a proven expert who can actually recover your stolen or lost cryptocurrency, including Bitcoins. [email protected] is, without a doubt, one of the most trustworthy and skilled blockchain specialists I’ve ever come across. If you’ve lost money to scammers, don’t give up. Reach out to their email today and take the first step toward getting your coins back. You can also contact them at +44 736-644-5035.

  • 02.09.25 23:12 [email protected]

    Sylvester Bryant has recovered over £151,000 in lost cryptocurrency. You can reach him for assistance via email at Yt7cracker@gmail. com. For direct communication, Sylvester Bryant is available on WhatsApp at +1 512 577 7957. This service proved invaluable when other recovery methods had failed. The money was recovered quickly and effectively. My financial situation was dire prior to this. This recovery has restored my financial stability. This reliable support was crucial during a difficult time. Mr. Bryant's skill in retrieving lost funds is remarkable.

  • 03.09.25 07:17 Fabian3

    Scammers have ruined the forex trading market, they have deceived many people with their fake promises on high returns. I learnt my lesson the hard way. I only pity people who still consider investing with them. Please try and make your researches, you will definitely come across better and reliable forex trading agencies that would help you yield profit and not ripping off your money. Also, if your money has been ripped-off by these scammers, you can report to a regulated crypto investigative unit who make use of software to get money back. They helped me recover my scammed funds back to me If you encounter with some issue make sure you contact ([email protected]) they're recovery expert and a very effective and reliable .

  • 04.09.25 02:11 marcushenderson624

    Bitcoin Recovery Testimonial After falling victim to a cryptocurrency scam group, I lost $354,000 worth of USDT. I thought all hope was lost from the experience of losing my hard-earned money to scammers. I was devastated and believed there was no way to recover my funds. Fortunately, I started searching for help to recover my stolen funds and I came across a lot of testimonials online about Capital Crypto Recovery, an agent who helps in recovery of lost bitcoin funds, I contacted Capital Crypto Recover Service, and with their expertise, they successfully traced and recovered my stolen assets. Their team was professional, kept me updated throughout the process, and demonstrated a deep understanding of blockchain transactions and recovery protocols. They are trusted and very reliable with a 100% successful rate record Recovery bitcoin, I’m grateful for their help and highly recommend their services to anyone seeking assistance with lost crypto. Contact: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Email: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 04.09.25 02:11 marcushenderson624

    Bitcoin Recovery Testimonial After falling victim to a cryptocurrency scam group, I lost $354,000 worth of USDT. I thought all hope was lost from the experience of losing my hard-earned money to scammers. I was devastated and believed there was no way to recover my funds. Fortunately, I started searching for help to recover my stolen funds and I came across a lot of testimonials online about Capital Crypto Recovery, an agent who helps in recovery of lost bitcoin funds, I contacted Capital Crypto Recover Service, and with their expertise, they successfully traced and recovered my stolen assets. Their team was professional, kept me updated throughout the process, and demonstrated a deep understanding of blockchain transactions and recovery protocols. They are trusted and very reliable with a 100% successful rate record Recovery bitcoin, I’m grateful for their help and highly recommend their services to anyone seeking assistance with lost crypto. Contact: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Email: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 04.09.25 02:45 marcushenderson624

    Bitcoin Recovery Testimonial After falling victim to a cryptocurrency scam group, I lost $354,000 worth of USDT. I thought all hope was lost from the experience of losing my hard-earned money to scammers. I was devastated and believed there was no way to recover my funds. Fortunately, I started searching for help to recover my stolen funds and I came across a lot of testimonials online about Capital Crypto Recovery, an agent who helps in recovery of lost bitcoin funds, I contacted Capital Crypto Recover Service, and with their expertise, they successfully traced and recovered my stolen assets. Their team was professional, kept me updated throughout the process, and demonstrated a deep understanding of blockchain transactions and recovery protocols. They are trusted and very reliable with a 100% successful rate record Recovery bitcoin, I’m grateful for their help and highly recommend their services to anyone seeking assistance with lost crypto. Contact: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Email: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 04.09.25 16:24 Melbourne

    Sylvester Bryant has recovered over £151,000 in lost cryptocurrency. You can reach him for assistance via email at Yt7cracker@gmail. com. For direct communication, Sylvester Bryant is available on WhatsApp at +1 512 577 7957. This service proved invaluable when other recovery methods had failed. The money was recovered quickly and effectively. My financial situation was dire prior to this. This recovery has restored my financial stability. This reliable support was crucial during a difficult time. Mr. Bryant's skill in retrieving lost funds is remarkable.

  • 04.09.25 18:11 WILLER GOODY

    Don't fall for fake recovery scams online. Many people promise to help you get back lost crypto. They often just make excuses or don't deliver. This leads to more disappointment and lost hope. After many bad experiences, I finally found a real expert. They were professional and knew what they were doing. This person actually recovered my stolen coins. They gave me peace of mind back. If you lost crypto, contact them at [email protected] WhatsApp at +44 736-644-5035. Don't waste your time with others. They can help you get your money back.

  • 05.09.25 08:14 Amostampari

    How can I Recover My Lost Btc, Usdt - Wizard Larry Recovery Experts. Get Your Stolen Crypto Coins Back By Hiring A Hacker || I Can't Get Into My USDT? Account, It Seems Like I Was Hacked || Do You Need A Bitcoin Recovery Expert? Getting Lost, Stolen Crypto, or Hacked? How can I retrieve cryptocurrency from a con artist? Do I need a hacker to get my money back? Getting in dealing with a reputable business like Wizard Larry Recovery Experts could help you get your money back if you can't access your USDT account or have lost Bitcoin or NFT as a result of hacking or scams. For additional support and direction on your particular circumstance, it is advised that you get in touch with them at the address below ADDRESS Website... https://larrywizard43.wixsite.com/wizardlarry OR www.wizardlarryrecovery. com Email... wizardlarry@mail. com WhtsApp or call,.. +447 (311) 146 749

  • 05.09.25 15:39 micheal1219

    Losing USDT can be upsetting. This stablecoin usually stays close to the dollar's value. However, mistakes happen. Bugs in code, scams, or sending funds to the wrong place can cause losses. It might feel like the money is gone forever. But often, recovery is possible. Contact Marie at [email protected]. You can also reach her on Telegram at @marie_consultancy or WhatsApp at +17127594675.

  • 06.09.25 09:21 Young Felix

    [email protected] will Help you Recovery your Scammed Funds.

  • 06.09.25 09:22 Young Felix

    [email protected] will Help you Recovery your Scammed Funds. I just had to share my experience with Intel Fox Recovery Services. Initially, I was unsure if it would be possible to recover my BTC, however, with their expertise and professionalism, I was able to fully recover my funds. Unfortunately, many individuals fall victim to scams in the cryptocurrency space, especially those involving fraudulent investment platforms. Here is another caution; not all recovery services are legit. I personally lost 3 BTC from my Binance account due to a deceptive platform. If you happen to have suffered a similar loss, consider INTEL FOX RECOVERY SERVICES. Their services not only showcase a highly mannerism of professionalism but also effectiveness of how they handle and assist their clients. Therefore, I highly recommend their services to anyone seeking assistance in recovering their stolen BTC.

  • 06.09.25 18:52 michaeldavenport218

    I was recently scammed out of $53,000 by a fraudulent Bitcoin investment scheme, which added significant stress to my already difficult health issues, as I was also facing cancer surgery expenses. Desperate to recover my funds, I spent hours researching and consulting other victims, which led me to discover the excellent reputation of Capital Crypto Recover, I came across a Google post It was only after spending many hours researching and asking other victims for advice that I discovered Capital Crypto Recovery’s stellar reputation. I decided to contact them because of their successful recovery record and encouraging client testimonials. I had no idea that this would be the pivotal moment in my fight against cryptocurrency theft. Thanks to their expert team, I was able to recover my lost cryptocurrency back. The process was intricate, but Capital Crypto Recovery's commitment to utilizing the latest technology ensured a successful outcome. I highly recommend their services to anyone who has fallen victim to cryptocurrency fraud. For assistance contact [email protected] and on Telegram OR Call Number +1 (336)390-6684 via email: [email protected] you can visit his website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 06.09.25 18:52 michaeldavenport218

    I was recently scammed out of $53,000 by a fraudulent Bitcoin investment scheme, which added significant stress to my already difficult health issues, as I was also facing cancer surgery expenses. Desperate to recover my funds, I spent hours researching and consulting other victims, which led me to discover the excellent reputation of Capital Crypto Recover, I came across a Google post It was only after spending many hours researching and asking other victims for advice that I discovered Capital Crypto Recovery’s stellar reputation. I decided to contact them because of their successful recovery record and encouraging client testimonials. I had no idea that this would be the pivotal moment in my fight against cryptocurrency theft. Thanks to their expert team, I was able to recover my lost cryptocurrency back. The process was intricate, but Capital Crypto Recovery's commitment to utilizing the latest technology ensured a successful outcome. I highly recommend their services to anyone who has fallen victim to cryptocurrency fraud. For assistance contact [email protected] and on Telegram OR Call Number +1 (336)390-6684 via email: [email protected] you can visit his website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 08.09.25 14:26 bajo171

    Recovery experts and lawyers work together to get your stolen money back. They find lost assets. Lawyers guide you through legal steps. Watch out for scam signs. Be careful of offers promising big profits with no risk. Don't let anyone rush your investment decisions. Marie can help you get back lost Bitcoin. She also helps stop future scams. Contact her on WhatsApp at +1 7127594675. You can also email her at [email protected] or reach her on Telegram at @Marie_consultancy.

  • 08.09.25 18:04 marcushenderson624

    Bitcoin Recovery Testimonial After falling victim to a cryptocurrency scam group, I lost $354,000 worth of USDT. I thought all hope was lost from the experience of losing my hard-earned money to scammers. I was devastated and believed there was no way to recover my funds. Fortunately, I started searching for help to recover my stolen funds and I came across a lot of testimonials online about Capital Crypto Recovery, an agent who helps in recovery of lost bitcoin funds, I contacted Capital Crypto Recover Service, and with their expertise, they successfully traced and recovered my stolen assets. Their team was professional, kept me updated throughout the process, and demonstrated a deep understanding of blockchain transactions and recovery protocols. They are trusted and very reliable with a 100% successful rate record Recovery bitcoin, I’m grateful for their help and highly recommend their services to anyone seeking assistance with lost crypto. Contact: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Email: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 08.09.25 18:04 marcushenderson624

    Bitcoin Recovery Testimonial After falling victim to a cryptocurrency scam group, I lost $354,000 worth of USDT. I thought all hope was lost from the experience of losing my hard-earned money to scammers. I was devastated and believed there was no way to recover my funds. Fortunately, I started searching for help to recover my stolen funds and I came across a lot of testimonials online about Capital Crypto Recovery, an agent who helps in recovery of lost bitcoin funds, I contacted Capital Crypto Recover Service, and with their expertise, they successfully traced and recovered my stolen assets. Their team was professional, kept me updated throughout the process, and demonstrated a deep understanding of blockchain transactions and recovery protocols. They are trusted and very reliable with a 100% successful rate record Recovery bitcoin, I’m grateful for their help and highly recommend their services to anyone seeking assistance with lost crypto. Contact: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Email: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 08.09.25 19:21 DAVEortega1010

    Be wary of fraudulent cryptocurrency recovery services. Many promise to recover your lost digital currency. These services often provide excuses or fail to deliver any results. This only adds to your distress. After several unsuccessful attempts with others, I discovered a genuine expert. This individual was highly capable and provided excellent assistance. They successfully recovered my stolen cryptocurrency. I was finally able to find peace of mind. If you have lost crypto, you should contact them. talk to [email protected] for help. You can also send a text message via WhatsApp to +447366445035, Stop losing time on scams. They can help you get your money back.

  • 09.09.25 02:34 wendytaylor015

    My name is Wendy Taylor, I'm from Los Angeles, i want to announce to you Viewer how Capital Crypto Recover help me to restore my Lost Bitcoin, I invested with a Crypto broker without proper research to know what I was hoarding my hard-earned money into scammers, i lost access to my crypto wallet or had your funds stolen? Don’t worry Capital Crypto Recover is here to help you recover your cryptocurrency with cutting-edge technical expertise, With years of experience in the crypto world, Capital Crypto Recover employs the best latest tools and ethical hacking techniques to help you recover lost assets, unlock hacked accounts, Whether it’s a forgotten password, Capital Crypto Recover has the expertise to help you get your crypto back. a security company service that has a 100% success rate in the recovery of crypto assets, i lost wallet and hacked accounts. I provided them the information they requested and they began their investigation. To my surprise, Capital Crypto Recover was able to trace and recover my crypto assets successfully within 24hours. Thank you for your service in helping me recover my $647,734 worth of crypto funds and I highly recommend their recovery services, they are reliable and a trusted company to any individuals looking to recover lost money. Contact email [email protected] OR Telegram @Capitalcryptorecover Call/Text Number +1 (336)390-6684 his contact: [email protected] His website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 09.09.25 02:34 wendytaylor015

    My name is Wendy Taylor, I'm from Los Angeles, i want to announce to you Viewer how Capital Crypto Recover help me to restore my Lost Bitcoin, I invested with a Crypto broker without proper research to know what I was hoarding my hard-earned money into scammers, i lost access to my crypto wallet or had your funds stolen? Don’t worry Capital Crypto Recover is here to help you recover your cryptocurrency with cutting-edge technical expertise, With years of experience in the crypto world, Capital Crypto Recover employs the best latest tools and ethical hacking techniques to help you recover lost assets, unlock hacked accounts, Whether it’s a forgotten password, Capital Crypto Recover has the expertise to help you get your crypto back. a security company service that has a 100% success rate in the recovery of crypto assets, i lost wallet and hacked accounts. I provided them the information they requested and they began their investigation. To my surprise, Capital Crypto Recover was able to trace and recover my crypto assets successfully within 24hours. Thank you for your service in helping me recover my $647,734 worth of crypto funds and I highly recommend their recovery services, they are reliable and a trusted company to any individuals looking to recover lost money. Contact email [email protected] OR Telegram @Capitalcryptorecover Call/Text Number +1 (336)390-6684 his contact: [email protected] His website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 09.09.25 02:34 wendytaylor015

    My name is Wendy Taylor, I'm from Los Angeles, i want to announce to you Viewer how Capital Crypto Recover help me to restore my Lost Bitcoin, I invested with a Crypto broker without proper research to know what I was hoarding my hard-earned money into scammers, i lost access to my crypto wallet or had your funds stolen? Don’t worry Capital Crypto Recover is here to help you recover your cryptocurrency with cutting-edge technical expertise, With years of experience in the crypto world, Capital Crypto Recover employs the best latest tools and ethical hacking techniques to help you recover lost assets, unlock hacked accounts, Whether it’s a forgotten password, Capital Crypto Recover has the expertise to help you get your crypto back. a security company service that has a 100% success rate in the recovery of crypto assets, i lost wallet and hacked accounts. I provided them the information they requested and they began their investigation. To my surprise, Capital Crypto Recover was able to trace and recover my crypto assets successfully within 24hours. Thank you for your service in helping me recover my $647,734 worth of crypto funds and I highly recommend their recovery services, they are reliable and a trusted company to any individuals looking to recover lost money. Contact email [email protected] OR Telegram @Capitalcryptorecover Call/Text Number +1 (336)390-6684 his contact: [email protected] His website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 09.09.25 11:48 Moises Velez

    I strongly advise using this very reputable Recovery Hacker101for anyone looking to recover any type of crypto currencies assets from online frauds, Wallet hackers, or BTC transferred to the wrong address. After I lost a lot of money to those terrible con artists posing as recovery specialists, this recovery specialist was great in aiding me in getting my Bitcoin back. After I gave Recovery Hacker101 the relevant details and prerequisites, a total of 1.4170 BTC was eventually recovered. I was overjoyed that I had been able to recover this much after having lost even more to the problems I had dealt with before discovering Recovery Hacker101. So don’t hesitate to get in touch with recoveryhacker101 AT gmail com. if you find yourself in this scenario and need help recovering from an online bitcoin scam

  • 09.09.25 15:05 patricialovick86

    How To Recover Your Bitcoin Without Falling Victim To Scams: A  Testimony Experience With Capital Crypto Recover Services, Contact Telegram: @Capitalcryptorecover Dear Everyone, I would like to take a moment to share my positive experience with Capital Crypto Recover Services. Initially, I was unsure if it would be possible to recover my stolen bitcoins. However, with their expertise and professionalism, I was able to fully recover my funds. Unfortunately, many individuals fall victim to scams in the cryptocurrency space, especially those involving fraudulent investment platforms. However, I advise caution, as not all recovery services are legitimate. I personally lost $273,000 worth of Bitcoin from my Binance account due to a deceptive platform. If you have suffered a similar loss, you may be considering crypto recovery, The Capital Crypto Recover is the most knowledgeable and effective Capital Crypto Recovery Services assisted me in recovering my stolen funds within 24 hours, after getting access to my wallet. Their service was not only prompt but also highly professional and effective, and many recovery services may not be trustworthy. Therefore, I highly recommend Capital Crypto Recover to you. i do always research and see reviews about their service, For assistance finding your misplaced cryptocurrency, get in touch with them, They do their jobs quickly and excellently, Stay safe and vigilant in the crypto world. Contact: [email protected]  You can reach them via email at [email protected] OR Call/Text Number +1 (336)390-6684 his contact website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 09.09.25 15:05 patricialovick86

    How To Recover Your Bitcoin Without Falling Victim To Scams: A  Testimony Experience With Capital Crypto Recover Services, Contact Telegram: @Capitalcryptorecover Dear Everyone, I would like to take a moment to share my positive experience with Capital Crypto Recover Services. Initially, I was unsure if it would be possible to recover my stolen bitcoins. However, with their expertise and professionalism, I was able to fully recover my funds. Unfortunately, many individuals fall victim to scams in the cryptocurrency space, especially those involving fraudulent investment platforms. However, I advise caution, as not all recovery services are legitimate. I personally lost $273,000 worth of Bitcoin from my Binance account due to a deceptive platform. If you have suffered a similar loss, you may be considering crypto recovery, The Capital Crypto Recover is the most knowledgeable and effective Capital Crypto Recovery Services assisted me in recovering my stolen funds within 24 hours, after getting access to my wallet. Their service was not only prompt but also highly professional and effective, and many recovery services may not be trustworthy. Therefore, I highly recommend Capital Crypto Recover to you. i do always research and see reviews about their service, For assistance finding your misplaced cryptocurrency, get in touch with them, They do their jobs quickly and excellently, Stay safe and vigilant in the crypto world. Contact: [email protected]  You can reach them via email at [email protected] OR Call/Text Number +1 (336)390-6684 his contact website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 09.09.25 15:05 patricialovick86

    How To Recover Your Bitcoin Without Falling Victim To Scams: A  Testimony Experience With Capital Crypto Recover Services, Contact Telegram: @Capitalcryptorecover Dear Everyone, I would like to take a moment to share my positive experience with Capital Crypto Recover Services. Initially, I was unsure if it would be possible to recover my stolen bitcoins. However, with their expertise and professionalism, I was able to fully recover my funds. Unfortunately, many individuals fall victim to scams in the cryptocurrency space, especially those involving fraudulent investment platforms. However, I advise caution, as not all recovery services are legitimate. I personally lost $273,000 worth of Bitcoin from my Binance account due to a deceptive platform. If you have suffered a similar loss, you may be considering crypto recovery, The Capital Crypto Recover is the most knowledgeable and effective Capital Crypto Recovery Services assisted me in recovering my stolen funds within 24 hours, after getting access to my wallet. Their service was not only prompt but also highly professional and effective, and many recovery services may not be trustworthy. Therefore, I highly recommend Capital Crypto Recover to you. i do always research and see reviews about their service, For assistance finding your misplaced cryptocurrency, get in touch with them, They do their jobs quickly and excellently, Stay safe and vigilant in the crypto world. Contact: [email protected]  You can reach them via email at [email protected] OR Call/Text Number +1 (336)390-6684 his contact website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 09.09.25 20:23 Bramfloris

    Recovering Stolen USDT If your USDT or other crypto assets were stolen, contact Sylvester Bryant at Yt7cracker@gmail. com. He can help you get your money back. I lost €220,000 in a scam. Mr. Bryant was the only expert who successfully recovered my funds. Reach him on WhatsApp at +1 512 577 7957 for fast, expert help. He is very honest. He can recover your stolen assets.

  • 09.09.25 20:37 DAVEortega1010

    Be wary of fraudulent cryptocurrency recovery services. Many promise to recover your lost digital currency. These services often provide excuses or fail to deliver any results. This only adds to your distress. After several unsuccessful attempts with others, I discovered a genuine expert. This individual was highly capable and provided excellent assistance. They successfully recovered my stolen cryptocurrency. I was finally able to find peace of mind. If you have lost crypto, you should contact them. talk to [email protected] for help. You can also send a text message via WhatsApp to +447366445035, Stop losing time on scams. They can help you get your money back.

  • 10.09.25 00:45 robertalfred175

    CRYPTO SCAM RECOVERY SUCCESSFUL – A TESTIMONIAL OF LOST PASSWORD TO YOUR DIGITAL WALLET BACK. My name is Robert Alfred, Am from Australia. I’m sharing my experience in the hope that it helps others who have been victims of crypto scams. A few months ago, I fell victim to a fraudulent crypto investment scheme linked to a broker company. I had invested heavily during a time when Bitcoin prices were rising, thinking it was a good opportunity. Unfortunately, I was scammed out of $120,000 AUD and the broker denied me access to my digital wallet and assets. It was a devastating experience that caused many sleepless nights. Crypto scams are increasingly common and often involve fake trading platforms, phishing attacks, and misleading investment opportunities. In my desperation, a friend from the crypto community recommended Capital Crypto Recovery Service, known for helping victims recover lost or stolen funds. After doing some research and reading multiple positive reviews, I reached out to Capital Crypto Recovery. I provided all the necessary information—wallet addresses, transaction history, and communication logs. Their expert team responded immediately and began investigating. Using advanced blockchain tracking techniques, they were able to trace the stolen Dogecoin, identify the scammer’s wallet, and coordinate with relevant authorities to freeze the funds before they could be moved. Incredibly, within 24 hours, Capital Crypto Recovery successfully recovered the majority of my stolen crypto assets. I was beyond relieved and truly grateful. Their professionalism, transparency, and constant communication throughout the process gave me hope during a very difficult time. If you’ve been a victim of a crypto scam, I highly recommend them with full confidence contacting: 📧 Email: [email protected] 📱 Telegram: @Capitalcryptorecover Contact: [email protected] 📞 Call/Text: +1 (336) 390-6684 🌐 Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 10.09.25 00:45 robertalfred175

    CRYPTO SCAM RECOVERY SUCCESSFUL – A TESTIMONIAL OF LOST PASSWORD TO YOUR DIGITAL WALLET BACK. My name is Robert Alfred, Am from Australia. I’m sharing my experience in the hope that it helps others who have been victims of crypto scams. A few months ago, I fell victim to a fraudulent crypto investment scheme linked to a broker company. I had invested heavily during a time when Bitcoin prices were rising, thinking it was a good opportunity. Unfortunately, I was scammed out of $120,000 AUD and the broker denied me access to my digital wallet and assets. It was a devastating experience that caused many sleepless nights. Crypto scams are increasingly common and often involve fake trading platforms, phishing attacks, and misleading investment opportunities. In my desperation, a friend from the crypto community recommended Capital Crypto Recovery Service, known for helping victims recover lost or stolen funds. After doing some research and reading multiple positive reviews, I reached out to Capital Crypto Recovery. I provided all the necessary information—wallet addresses, transaction history, and communication logs. Their expert team responded immediately and began investigating. Using advanced blockchain tracking techniques, they were able to trace the stolen Dogecoin, identify the scammer’s wallet, and coordinate with relevant authorities to freeze the funds before they could be moved. Incredibly, within 24 hours, Capital Crypto Recovery successfully recovered the majority of my stolen crypto assets. I was beyond relieved and truly grateful. Their professionalism, transparency, and constant communication throughout the process gave me hope during a very difficult time. If you’ve been a victim of a crypto scam, I highly recommend them with full confidence contacting: 📧 Email: [email protected] 📱 Telegram: @Capitalcryptorecover Contact: [email protected] 📞 Call/Text: +1 (336) 390-6684 🌐 Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 11.09.25 03:31 DAVEortega1010

    Be wary of fraudulent cryptocurrency recovery services. Many promise to recover your lost digital currency. These services often provide excuses or fail to deliver any results. This only adds to your distress. After several unsuccessful attempts with others, I discovered a genuine expert. This individual was highly capable and provided excellent assistance. They successfully recovered my stolen cryptocurrency. I was finally able to find peace of mind. If you have lost crypto, you should contact them. talk to [email protected] for help. You can also send a text message via WhatsApp to +447366445035, Stop losing time on scams. They can help you get your money back.

  • 11.09.25 13:44 grace

    i fell for an investment scam also and lost $250k worth of bitcoin luckily i found anthonydavies01 on telegram with his assistance i got back over 85% of my money. him and his team are top notch

  • 11.09.25 15:03 stevensjonas

    Recovery of Stolen Ethereum Wallet. Hire: Supreme Peregrine Recovery. I would like to express my sincere gratitude to Supreme Peregrine Recovery for their outstanding help in recovering my stolen Ethereum wallet, which held $594,684 worth of assets. I thought my money was lost forever after falling for a scam that imitated a reliable cryptocurrency platform, but I was referred to them because their staff was professional, knowledgeable, and genuinely concerned from the start. Their commitment, openness, and expertise are unparalleled. I am immensely appreciative of their assistance and heartily recommend Supreme Peregrine Recovery to anyone dealing with cryptocurrency theft. They transformed a nightmare into a tale of hope and recovery. They carefully examined my case, gave me clear updates at every stage, and used cutting-edge Blockchain tracing tools to recover the entire amount. +1,3,1,8,5,5,3,0,6,7,9 Mail: supremeperegrinerecovery(@)proton(.)me supremeperegrinerecovery567(@)zohomail(.)com info(@)supremeperegrinerecovery(.)com

  • 11.09.25 18:51 patricialovick86

    How To Recover Your Bitcoin Without Falling Victim To Scams: A  Testimony Experience With Capital Crypto Recover Services, Contact Telegram: @Capitalcryptorecover Dear Everyone, I would like to take a moment to share my positive experience with Capital Crypto Recover Services. Initially, I was unsure if it would be possible to recover my stolen bitcoins. However, with their expertise and professionalism, I was able to fully recover my funds. Unfortunately, many individuals fall victim to scams in the cryptocurrency space, especially those involving fraudulent investment platforms. However, I advise caution, as not all recovery services are legitimate. I personally lost $273,000 worth of Bitcoin from my Binance account due to a deceptive platform. If you have suffered a similar loss, you may be considering crypto recovery, The Capital Crypto Recover is the most knowledgeable and effective Capital Crypto Recovery Services assisted me in recovering my stolen funds within 24 hours, after getting access to my wallet. Their service was not only prompt but also highly professional and effective, and many recovery services may not be trustworthy. Therefore, I highly recommend Capital Crypto Recover to you. i do always research and see reviews about their service, For assistance finding your misplaced cryptocurrency, get in touch with them, They do their jobs quickly and excellently, Stay safe and vigilant in the crypto world. Contact: [email protected]  You can reach them via email at [email protected] OR Call/Text Number +1 (336)390-6684 his contact website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 11.09.25 18:51 patricialovick86

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  • 11.09.25 18:51 patricialovick86

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  • 12.09.25 13:11 grace

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  • 14.09.25 00:54 robertalfred175

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  • 14.09.25 00:54 robertalfred175

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  • 14.09.25 02:37 luciajessy3

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  • 14.09.25 12:44 robertalfred175

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  • 14.09.25 12:44 robertalfred175

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  • 14.09.25 15:13 estherfords

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  • 14.09.25 15:13 estherfords

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  • 14.09.25 17:48 robertalfred175

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  • 14.09.25 17:48 robertalfred175

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  • 14.09.25 20:49 Clinton

    I know firsthand how devastating it feels to lose money to a scam. When it happened to me, I was left frustrated, hopeless, and unsure where to turn. Complaining to apps about being scammed on their platforms didn’t change anything it felt like no one cared. But through a friend’s advice, I connected with a recovery professional who gave me real hope. With their help, I was able to get my funds back, something I thought was impossible. I’m sharing this because I don’t want anyone else to feel as lost as I once did. Whether you’ve been scammed through crypto platforms, dating scams, real-estate or mortgage fraud, or even fake ICOs, please know there’s still a way forward. If you’ve lost money, reach out to ([email protected]) or (WhatsApp) at (+)44 7366445035 for consultation and recovery services.

  • 14.09.25 22:16 Berrysmith

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  • 15.09.25 10:25 aliceforemanlaw

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  • 15.09.25 12:49 robertalfred175

    CRYPTO SCAM RECOVERY SUCCESSFUL – A TESTIMONIAL OF LOST PASSWORD TO YOUR DIGITAL WALLET BACK. My name is Robert Alfred, Am from Australia. I’m sharing my experience in the hope that it helps others who have been victims of crypto scams. A few months ago, I fell victim to a fraudulent crypto investment scheme linked to a broker company. I had invested heavily during a time when Bitcoin prices were rising, thinking it was a good opportunity. Unfortunately, I was scammed out of $120,000 AUD and the broker denied me access to my digital wallet and assets. It was a devastating experience that caused many sleepless nights. Crypto scams are increasingly common and often involve fake trading platforms, phishing attacks, and misleading investment opportunities. In my desperation, a friend from the crypto community recommended Capital Crypto Recovery Service, known for helping victims recover lost or stolen funds. After doing some research and reading multiple positive reviews, I reached out to Capital Crypto Recovery. I provided all the necessary information—wallet addresses, transaction history, and communication logs. Their expert team responded immediately and began investigating. Using advanced blockchain tracking techniques, they were able to trace the stolen Dogecoin, identify the scammer’s wallet, and coordinate with relevant authorities to freeze the funds before they could be moved. Incredibly, within 24 hours, Capital Crypto Recovery successfully recovered the majority of my stolen crypto assets. I was beyond relieved and truly grateful. Their professionalism, transparency, and constant communication throughout the process gave me hope during a very difficult time. If you’ve been a victim of a crypto scam, I highly recommend them with full confidence contacting: 📧 Email: [email protected] 📱 Telegram: @Capitalcryptorecover Contact: [email protected] 📞 Call/Text: +1 (336) 390-6684 🌐 Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 15.09.25 12:49 robertalfred175

    CRYPTO SCAM RECOVERY SUCCESSFUL – A TESTIMONIAL OF LOST PASSWORD TO YOUR DIGITAL WALLET BACK. My name is Robert Alfred, Am from Australia. I’m sharing my experience in the hope that it helps others who have been victims of crypto scams. A few months ago, I fell victim to a fraudulent crypto investment scheme linked to a broker company. I had invested heavily during a time when Bitcoin prices were rising, thinking it was a good opportunity. Unfortunately, I was scammed out of $120,000 AUD and the broker denied me access to my digital wallet and assets. It was a devastating experience that caused many sleepless nights. Crypto scams are increasingly common and often involve fake trading platforms, phishing attacks, and misleading investment opportunities. In my desperation, a friend from the crypto community recommended Capital Crypto Recovery Service, known for helping victims recover lost or stolen funds. After doing some research and reading multiple positive reviews, I reached out to Capital Crypto Recovery. I provided all the necessary information—wallet addresses, transaction history, and communication logs. Their expert team responded immediately and began investigating. Using advanced blockchain tracking techniques, they were able to trace the stolen Dogecoin, identify the scammer’s wallet, and coordinate with relevant authorities to freeze the funds before they could be moved. Incredibly, within 24 hours, Capital Crypto Recovery successfully recovered the majority of my stolen crypto assets. I was beyond relieved and truly grateful. Their professionalism, transparency, and constant communication throughout the process gave me hope during a very difficult time. If you’ve been a victim of a crypto scam, I highly recommend them with full confidence contacting: 📧 Email: [email protected] 📱 Telegram: @Capitalcryptorecover Contact: [email protected] 📞 Call/Text: +1 (336) 390-6684 🌐 Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 15.09.25 12:49 robertalfred175

    CRYPTO SCAM RECOVERY SUCCESSFUL – A TESTIMONIAL OF LOST PASSWORD TO YOUR DIGITAL WALLET BACK. My name is Robert Alfred, Am from Australia. I’m sharing my experience in the hope that it helps others who have been victims of crypto scams. A few months ago, I fell victim to a fraudulent crypto investment scheme linked to a broker company. I had invested heavily during a time when Bitcoin prices were rising, thinking it was a good opportunity. Unfortunately, I was scammed out of $120,000 AUD and the broker denied me access to my digital wallet and assets. It was a devastating experience that caused many sleepless nights. Crypto scams are increasingly common and often involve fake trading platforms, phishing attacks, and misleading investment opportunities. In my desperation, a friend from the crypto community recommended Capital Crypto Recovery Service, known for helping victims recover lost or stolen funds. After doing some research and reading multiple positive reviews, I reached out to Capital Crypto Recovery. I provided all the necessary information—wallet addresses, transaction history, and communication logs. Their expert team responded immediately and began investigating. Using advanced blockchain tracking techniques, they were able to trace the stolen Dogecoin, identify the scammer’s wallet, and coordinate with relevant authorities to freeze the funds before they could be moved. Incredibly, within 24 hours, Capital Crypto Recovery successfully recovered the majority of my stolen crypto assets. I was beyond relieved and truly grateful. Their professionalism, transparency, and constant communication throughout the process gave me hope during a very difficult time. If you’ve been a victim of a crypto scam, I highly recommend them with full confidence contacting: 📧 Email: [email protected] 📱 Telegram: @Capitalcryptorecover Contact: [email protected] 📞 Call/Text: +1 (336) 390-6684 🌐 Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 16.09.25 12:25 aliceforemanlaw

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  • 16.09.25 12:26 aliceforemanlaw

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  • 16.09.25 13:25 marcushenderson624

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  • 16.09.25 13:25 marcushenderson624

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  • 17.09.25 02:56 peju1213

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  • 17.09.25 11:16 [email protected]

    Sylvester Bryant helped me recover $510,000 in Ethereum, and I highly recommend his services. He specializes in helping people recover funds lost to scams. Scammers can cause significant stress, but Mr. Bryant's professionalism and expertise in the technical aspects of recovery earned my trust. If you've lost money through scams, you can reach him at [ yt7cracker@gmail. com ] or on WhatsApp at +1 512 577 7957. His dedication to helping people get their stolen funds back is clear, and his support made a huge difference in my case.

  • 17.09.25 11:16 [email protected]

    Sylvester Bryant helped me recover $510,000 in Ethereum, and I highly recommend his services. He specializes in helping people recover funds lost to scams. Scammers can cause significant stress, but Mr. Bryant's professionalism and expertise in the technical aspects of recovery earned my trust. If you've lost money through scams, you can reach him at [ yt7cracker@gmail. com ] or on WhatsApp at +1 512 577 7957. His dedication to helping people get their stolen funds back is clear, and his support made a huge difference in my case.

  • 17.09.25 23:50 marcushenderson624

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  • 17.09.25 23:50 marcushenderson624

    Bitcoin Recovery Testimonial After falling victim to a cryptocurrency scam group, I lost $354,000 worth of USDT. I thought all hope was lost from the experience of losing my hard-earned money to scammers. I was devastated and believed there was no way to recover my funds. Fortunately, I started searching for help to recover my stolen funds and I came across a lot of testimonials online about Capital Crypto Recovery, an agent who helps in recovery of lost bitcoin funds, I contacted Capital Crypto Recover Service, and with their expertise, they successfully traced and recovered my stolen assets. Their team was professional, kept me updated throughout the process, and demonstrated a deep understanding of blockchain transactions and recovery protocols. They are trusted and very reliable with a 100% successful rate record Recovery bitcoin, I’m grateful for their help and highly recommend their services to anyone seeking assistance with lost crypto. Contact: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Email: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 17.09.25 23:50 marcushenderson624

    Bitcoin Recovery Testimonial After falling victim to a cryptocurrency scam group, I lost $354,000 worth of USDT. I thought all hope was lost from the experience of losing my hard-earned money to scammers. I was devastated and believed there was no way to recover my funds. Fortunately, I started searching for help to recover my stolen funds and I came across a lot of testimonials online about Capital Crypto Recovery, an agent who helps in recovery of lost bitcoin funds, I contacted Capital Crypto Recover Service, and with their expertise, they successfully traced and recovered my stolen assets. Their team was professional, kept me updated throughout the process, and demonstrated a deep understanding of blockchain transactions and recovery protocols. They are trusted and very reliable with a 100% successful rate record Recovery bitcoin, I’m grateful for their help and highly recommend their services to anyone seeking assistance with lost crypto. Contact: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Email: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 18.09.25 11:55 Mundo

    Sylvester Bryant recovered £400,000 in Ethereum for me. I strongly advise using his services. He focuses on retrieving money lost to fraudulent schemes. Scams cause immense worry. Mr. Bryant's expert knowledge and calm approach in getting funds back reassured me. If you have lost money to scams, contact him via email at [email protected]. You can also reach him on WhatsApp at +1 512 577 7957. He is committed to helping people recover their stolen assets. His support was invaluable in my situation.

  • 18.09.25 11:55 Mundo

    Sylvester Bryant recovered £400,000 in Ethereum for me. I strongly advise using his services. He focuses on retrieving money lost to fraudulent schemes. Scams cause immense worry. Mr. Bryant's expert knowledge and calm approach in getting funds back reassured me. If you have lost money to scams, contact him via email at [email protected]. You can also reach him on WhatsApp at +1 512 577 7957. He is committed to helping people recover their stolen assets. His support was invaluable in my situation.

  • 18.09.25 12:22 wendytaylor015

    My name is Wendy Taylor, I'm from Los Angeles, i want to announce to you Viewer how Capital Crypto Recover help me to restore my Lost Bitcoin, I invested with a Crypto broker without proper research to know what I was hoarding my hard-earned money into scammers, i lost access to my crypto wallet or had your funds stolen? Don’t worry Capital Crypto Recover is here to help you recover your cryptocurrency with cutting-edge technical expertise, With years of experience in the crypto world, Capital Crypto Recover employs the best latest tools and ethical hacking techniques to help you recover lost assets, unlock hacked accounts, Whether it’s a forgotten password, Capital Crypto Recover has the expertise to help you get your crypto back. a security company service that has a 100% success rate in the recovery of crypto assets, i lost wallet and hacked accounts. I provided them the information they requested and they began their investigation. To my surprise, Capital Crypto Recover was able to trace and recover my crypto assets successfully within 24hours. Thank you for your service in helping me recover my $647,734 worth of crypto funds and I highly recommend their recovery services, they are reliable and a trusted company to any individuals looking to recover lost money. Contact email [email protected] OR Telegram @Capitalcryptorecover Call/Text Number +1 (336)390-6684 his contact: [email protected] His website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 18.09.25 12:22 wendytaylor015

    My name is Wendy Taylor, I'm from Los Angeles, i want to announce to you Viewer how Capital Crypto Recover help me to restore my Lost Bitcoin, I invested with a Crypto broker without proper research to know what I was hoarding my hard-earned money into scammers, i lost access to my crypto wallet or had your funds stolen? Don’t worry Capital Crypto Recover is here to help you recover your cryptocurrency with cutting-edge technical expertise, With years of experience in the crypto world, Capital Crypto Recover employs the best latest tools and ethical hacking techniques to help you recover lost assets, unlock hacked accounts, Whether it’s a forgotten password, Capital Crypto Recover has the expertise to help you get your crypto back. a security company service that has a 100% success rate in the recovery of crypto assets, i lost wallet and hacked accounts. I provided them the information they requested and they began their investigation. To my surprise, Capital Crypto Recover was able to trace and recover my crypto assets successfully within 24hours. Thank you for your service in helping me recover my $647,734 worth of crypto funds and I highly recommend their recovery services, they are reliable and a trusted company to any individuals looking to recover lost money. Contact email [email protected] OR Telegram @Capitalcryptorecover Call/Text Number +1 (336)390-6684 his contact: [email protected] His website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 18.09.25 13:04 Mundo

    Sylvester Bryant recovered £400,000 in Ethereum for me. I strongly advise using his services. He focuses on retrieving money lost to fraudulent schemes. Scams cause immense worry. Mr. Bryant's expert knowledge and calm approach in getting funds back reassured me. If you have lost money to scams, contact him via email at [email protected]. You can also reach him on WhatsApp at +1 512 577 7957. He is committed to helping people recover their stolen assets. His support was invaluable in my situation.

  • 18.09.25 16:46 carolinehudso83

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  • 19.09.25 00:54 frank2025

    Anthony davies played a crucial role in successfully recovering my stolen USDT, which was valued at more than $300,000. His expertise and dedication made the recovery process smooth and efficient. Throughout the entire time, he demonstrated himself to be a reliable recovery agent. His professionalism and commitment to his clients are evident in the results he achieves. If you find yourself in a similar situation or need assistance, he is available for contact. You can reach anthony through email at (anthonydaviestech AT gmail dot com). Alternatively, he is also accessible via telegram at anthonydavies01. Reaching out to him could be the first step toward recovering your lost assets

  • 19.09.25 10:02 faithlawrence

    Sylvester Bryant recovered £400,000 in Ethereum for me. I strongly advise using his services. He focuses on retrieving money lost to fraudulent schemes. Scams cause immense worry. Mr. Bryant's expert knowledge and calm approach in getting funds back reassured me. If you have lost money to scams, contact him via email at [email protected]. You can also reach him on WhatsApp at +1 512 577 7957. He is committed to helping people recover their stolen assets. His support was invaluable in my situation.

  • 19.09.25 10:02 faithlawrence

    Sylvester Bryant recovered £400,000 in Ethereum for me. I strongly advise using his services. He focuses on retrieving money lost to fraudulent schemes. Scams cause immense worry. Mr. Bryant's expert knowledge and calm approach in getting funds back reassured me. If you have lost money to scams, contact him via email at [email protected]. You can also reach him on WhatsApp at +1 512 577 7957. He is committed to helping people recover their stolen assets. His support was invaluable in my situation.

  • 19.09.25 15:27 tonykith01477

    There are not many reviews about free crypto recovery fixed but the ones that exist are mostly positive. I have no idea how that is possible, but it is clear that they are fabricated. However, there are also negative reviews – and I highly recommend paying attention to them. These are real people describing their unfortunate experiences with this scam. It’s the same story as always – fraudsters create a fake website to con people out of money. Nothing new but look no more and contact FASTRECOVERYAGENT These types of scams are everywhere. If you have already lost money to scammers i mean any type be it sending to scammers account , or if you have a case about stolen bitcoin , usdt, or any type of cryptocurrency whatsoever just reach out to www.fastrecoveryagent.com, i really owe this group of recovery expert because they saved me after bad investment with a fake broker, i literally owe them my life as they saved me from some bunch of scammers, but see how life is , i got every cent of my investment back with the profit , reach out to to them today and tell them from Mary because i promise them i will tell the whole world when the recovery is complete, and here i go after i got my recovered assets thats why im doing what i promised. do not fall for another scam. contact the,m today!!!!

  • 19.09.25 17:12 wendytaylor015

    My name is Wendy Taylor, I'm from Los Angeles, i want to announce to you Viewer how Capital Crypto Recover help me to restore my Lost Bitcoin, I invested with a Crypto broker without proper research to know what I was hoarding my hard-earned money into scammers, i lost access to my crypto wallet or had your funds stolen? Don’t worry Capital Crypto Recover is here to help you recover your cryptocurrency with cutting-edge technical expertise, With years of experience in the crypto world, Capital Crypto Recover employs the best latest tools and ethical hacking techniques to help you recover lost assets, unlock hacked accounts, Whether it’s a forgotten password, Capital Crypto Recover has the expertise to help you get your crypto back. a security company service that has a 100% success rate in the recovery of crypto assets, i lost wallet and hacked accounts. I provided them the information they requested and they began their investigation. To my surprise, Capital Crypto Recover was able to trace and recover my crypto assets successfully within 24hours. Thank you for your service in helping me recover my $647,734 worth of crypto funds and I highly recommend their recovery services, they are reliable and a trusted company to any individuals looking to recover lost money. Contact email [email protected] OR Telegram @Capitalcryptorecover Call/Text Number +1 (336)390-6684 his contact: [email protected] His website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 19.09.25 17:12 wendytaylor015

    My name is Wendy Taylor, I'm from Los Angeles, i want to announce to you Viewer how Capital Crypto Recover help me to restore my Lost Bitcoin, I invested with a Crypto broker without proper research to know what I was hoarding my hard-earned money into scammers, i lost access to my crypto wallet or had your funds stolen? Don’t worry Capital Crypto Recover is here to help you recover your cryptocurrency with cutting-edge technical expertise, With years of experience in the crypto world, Capital Crypto Recover employs the best latest tools and ethical hacking techniques to help you recover lost assets, unlock hacked accounts, Whether it’s a forgotten password, Capital Crypto Recover has the expertise to help you get your crypto back. a security company service that has a 100% success rate in the recovery of crypto assets, i lost wallet and hacked accounts. I provided them the information they requested and they began their investigation. To my surprise, Capital Crypto Recover was able to trace and recover my crypto assets successfully within 24hours. Thank you for your service in helping me recover my $647,734 worth of crypto funds and I highly recommend their recovery services, they are reliable and a trusted company to any individuals looking to recover lost money. Contact email [email protected] OR Telegram @Capitalcryptorecover Call/Text Number +1 (336)390-6684 his contact: [email protected] His website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 20.09.25 15:05 faithlawrence

    I can’t recommend Sylvester Bryant enough. He successfully recovered €210,000 in Ethereum for me after I had lost hope. His expertise in tracing and reclaiming funds from scams is truly remarkable. What stood out most was his calm, professional approach and deep technical knowledge, which gave me complete confidence throughout the process. If you’ve lost money to a scam, I strongly encourage you to reach out to him. You can contact him via email at [[email protected] ] or on WhatsApp at +1 512 577 7957. He is genuinely dedicated to helping people recover what they’ve lost, and his support has been invaluable to me.

  • 20.09.25 15:53 blessing1198

    It is distressing to lose USDT due to a bitcoin wallet hack. Although it is challenging, stolen USDT can be recovered. Taking prompt, wise action increases your chances. Marie can help you with reporting the theft, what to do right away, and USDT recovery. Contact her on WhatsApp at +1 7127594675, or email [email protected].

  • 21.09.25 12:05 star1121

    Consider this: In cryptocurrency, you see what appears to be a fantastic opportunity. After investing your hard-earned money, you see it disappear into the wallet of a con artist. Your bank account seems empty as rage and regret merge in this stomach punch. These days, cryptocurrency frauds are very common, however recovering your cryptocurrency from scammers is still possible. You can track down and possibly recover what you lost with shrewd actions. Marie can help; contact her at [email protected] and on WhatsApp at +1 7127594675.

  • 23.09.25 03:23 robertalfred175

    CRYPTO SCAM RECOVERY SUCCESSFUL – A TESTIMONIAL OF LOST PASSWORD TO YOUR DIGITAL WALLET BACK. My name is Robert Alfred, Am from Australia. I’m sharing my experience in the hope that it helps others who have been victims of crypto scams. A few months ago, I fell victim to a fraudulent crypto investment scheme linked to a broker company. I had invested heavily during a time when Bitcoin prices were rising, thinking it was a good opportunity. Unfortunately, I was scammed out of $120,000 AUD and the broker denied me access to my digital wallet and assets. It was a devastating experience that caused many sleepless nights. Crypto scams are increasingly common and often involve fake trading platforms, phishing attacks, and misleading investment opportunities. In my desperation, a friend from the crypto community recommended Capital Crypto Recovery Service, known for helping victims recover lost or stolen funds. After doing some research and reading multiple positive reviews, I reached out to Capital Crypto Recovery. I provided all the necessary information—wallet addresses, transaction history, and communication logs. Their expert team responded immediately and began investigating. Using advanced blockchain tracking techniques, they were able to trace the stolen Dogecoin, identify the scammer’s wallet, and coordinate with relevant authorities to freeze the funds before they could be moved. Incredibly, within 24 hours, Capital Crypto Recovery successfully recovered the majority of my stolen crypto assets. I was beyond relieved and truly grateful. Their professionalism, transparency, and constant communication throughout the process gave me hope during a very difficult time. If you’ve been a victim of a crypto scam, I highly recommend them with full confidence contacting: 📧 Email: [email protected] 📱 Telegram: @Capitalcryptorecover Contact: [email protected] 📞 Call/Text: +1 (336) 390-6684 🌐 Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 23.09.25 03:23 robertalfred175

    CRYPTO SCAM RECOVERY SUCCESSFUL – A TESTIMONIAL OF LOST PASSWORD TO YOUR DIGITAL WALLET BACK. My name is Robert Alfred, Am from Australia. I’m sharing my experience in the hope that it helps others who have been victims of crypto scams. A few months ago, I fell victim to a fraudulent crypto investment scheme linked to a broker company. I had invested heavily during a time when Bitcoin prices were rising, thinking it was a good opportunity. Unfortunately, I was scammed out of $120,000 AUD and the broker denied me access to my digital wallet and assets. It was a devastating experience that caused many sleepless nights. Crypto scams are increasingly common and often involve fake trading platforms, phishing attacks, and misleading investment opportunities. In my desperation, a friend from the crypto community recommended Capital Crypto Recovery Service, known for helping victims recover lost or stolen funds. After doing some research and reading multiple positive reviews, I reached out to Capital Crypto Recovery. I provided all the necessary information—wallet addresses, transaction history, and communication logs. Their expert team responded immediately and began investigating. Using advanced blockchain tracking techniques, they were able to trace the stolen Dogecoin, identify the scammer’s wallet, and coordinate with relevant authorities to freeze the funds before they could be moved. Incredibly, within 24 hours, Capital Crypto Recovery successfully recovered the majority of my stolen crypto assets. I was beyond relieved and truly grateful. Their professionalism, transparency, and constant communication throughout the process gave me hope during a very difficult time. If you’ve been a victim of a crypto scam, I highly recommend them with full confidence contacting: 📧 Email: [email protected] 📱 Telegram: @Capitalcryptorecover Contact: [email protected] 📞 Call/Text: +1 (336) 390-6684 🌐 Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 23.09.25 03:23 robertalfred175

    CRYPTO SCAM RECOVERY SUCCESSFUL – A TESTIMONIAL OF LOST PASSWORD TO YOUR DIGITAL WALLET BACK. My name is Robert Alfred, Am from Australia. I’m sharing my experience in the hope that it helps others who have been victims of crypto scams. A few months ago, I fell victim to a fraudulent crypto investment scheme linked to a broker company. I had invested heavily during a time when Bitcoin prices were rising, thinking it was a good opportunity. Unfortunately, I was scammed out of $120,000 AUD and the broker denied me access to my digital wallet and assets. It was a devastating experience that caused many sleepless nights. Crypto scams are increasingly common and often involve fake trading platforms, phishing attacks, and misleading investment opportunities. In my desperation, a friend from the crypto community recommended Capital Crypto Recovery Service, known for helping victims recover lost or stolen funds. After doing some research and reading multiple positive reviews, I reached out to Capital Crypto Recovery. I provided all the necessary information—wallet addresses, transaction history, and communication logs. Their expert team responded immediately and began investigating. Using advanced blockchain tracking techniques, they were able to trace the stolen Dogecoin, identify the scammer’s wallet, and coordinate with relevant authorities to freeze the funds before they could be moved. Incredibly, within 24 hours, Capital Crypto Recovery successfully recovered the majority of my stolen crypto assets. I was beyond relieved and truly grateful. Their professionalism, transparency, and constant communication throughout the process gave me hope during a very difficult time. If you’ve been a victim of a crypto scam, I highly recommend them with full confidence contacting: 📧 Email: [email protected] 📱 Telegram: @Capitalcryptorecover Contact: [email protected] 📞 Call/Text: +1 (336) 390-6684 🌐 Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 23.09.25 03:54 robertalfred175

    CRYPTO SCAM RECOVERY SUCCESSFUL – A TESTIMONIAL OF LOST PASSWORD TO YOUR DIGITAL WALLET BACK. My name is Robert Alfred, Am from Australia. I’m sharing my experience in the hope that it helps others who have been victims of crypto scams. A few months ago, I fell victim to a fraudulent crypto investment scheme linked to a broker company. I had invested heavily during a time when Bitcoin prices were rising, thinking it was a good opportunity. Unfortunately, I was scammed out of $120,000 AUD and the broker denied me access to my digital wallet and assets. It was a devastating experience that caused many sleepless nights. Crypto scams are increasingly common and often involve fake trading platforms, phishing attacks, and misleading investment opportunities. In my desperation, a friend from the crypto community recommended Capital Crypto Recovery Service, known for helping victims recover lost or stolen funds. After doing some research and reading multiple positive reviews, I reached out to Capital Crypto Recovery. I provided all the necessary information—wallet addresses, transaction history, and communication logs. Their expert team responded immediately and began investigating. Using advanced blockchain tracking techniques, they were able to trace the stolen Dogecoin, identify the scammer’s wallet, and coordinate with relevant authorities to freeze the funds before they could be moved. Incredibly, within 24 hours, Capital Crypto Recovery successfully recovered the majority of my stolen crypto assets. I was beyond relieved and truly grateful. Their professionalism, transparency, and constant communication throughout the process gave me hope during a very difficult time. If you’ve been a victim of a crypto scam, I highly recommend them with full confidence contacting: 📧 Email: [email protected] 📱 Telegram: @Capitalcryptorecover Contact: [email protected] 📞 Call/Text: +1 (336) 390-6684 🌐 Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 23.09.25 14:45 Raymondkrisitina

    Sylvester Bryant gets my full recommendation. He helped me get back €230,000 in Ethereum when I thought it was gone forever. His skills in tracking and retrieving scam-lost funds amaze me. I appreciated his steady, expert manner and strong tech know-how. That built my trust every step of the way. If a scam has taken your money, get in touch with him right away. Email him at yt7cracker@gmail. com or message on WhatsApp at +1 512 577 7957. He truly commits to aiding folks in regaining their assets. His help meant everything to me.

  • 23.09.25 19:27 beverlyalex010

    In 2022, I lost 1.5 ETH in what I thought was a promising Twitter investment. I reached out to the so-called brokers behind it, but they vanished and stopped replying. For years, I carried the heavy belief that my crypto was gone forever. Then, by chance, I discovered RecoveryFundProvider [email protected] WhatsApp at +44 736-644-5035 through a finance podcast. That moment changed everything. Their team didn’t lure me in with false promises or flashy guarantees. Instead, they explained their process clearly specializing in advanced blockchain tracing, smart contract forensics, and even transaction reversal in certain cases. Skeptical but hopeful, I allowed them to review my case. What followed was beyond my expectations. They dug deep into the blockchain ledger, followed the coin’s complex movements across multiple addresses, and even collaborated with global nodes to trace every trail. Two weeks later, I received an alert I never thought I’d see again: my crypto had been fully recovered and safely transferred back to me. I cried tears of relief. What sets RecoveryFundProvider apart isn’t just their cutting-edge expertise, but their unwavering ethics and dedication. They treat every client like more than just another case number even years after a loss. Today, I can confidently say they live up to their name, and I’m endlessly grateful.

  • 23.09.25 22:38 Raymondkrisitina

    Sylvester Bryant gets my full recommendation. He helped me get back €230,000 in Ethereum when I thought it was gone forever. His skills in tracking and retrieving scam-lost funds amaze me. I appreciated his steady, expert manner and strong tech know-how. That built my trust every step of the way. If a scam has taken your money, get in touch with him right away. Email him at yt7cracker@gmail. com or message on WhatsApp at +1 512 577 7957. He truly commits to aiding folks in regaining their assets. His help meant everything to me.

  • 24.09.25 12:22 beverlyalex010

    In 2022, I lost 1.5 ETH in what I thought was a promising Twitter investment. I reached out to the so-called brokers behind it, but they vanished and stopped replying. For years, I carried the heavy belief that my crypto was gone forever. Then, by chance, I discovered RecoveryFundProvider [email protected] WhatsApp at +44 736-644-5035 through a finance podcast. That moment changed everything. Their team didn’t lure me in with false promises or flashy guarantees. Instead, they explained their process clearly specializing in advanced blockchain tracing, smart contract forensics, and even transaction reversal in certain cases. Skeptical but hopeful, I allowed them to review my case. What followed was beyond my expectations. They dug deep into the blockchain ledger, followed the coin’s complex movements across multiple addresses, and even collaborated with global nodes to trace every trail. Two weeks later, I received an alert I never thought I’d see again: my crypto had been fully recovered and safely transferred back to me. I cried tears of relief. What sets RecoveryFundProvider apart isn’t just their cutting-edge expertise, but their unwavering ethics and dedication. They treat every client like more than just another case number even years after a loss. Today, I can confidently say they live up to their name, and I’m endlessly grateful.

  • 24.09.25 15:50 michaeldavenport218

    I was recently scammed out of $53,000 by a fraudulent Bitcoin investment scheme, which added significant stress to my already difficult health issues, as I was also facing cancer surgery expenses. Desperate to recover my funds, I spent hours researching and consulting other victims, which led me to discover the excellent reputation of Capital Crypto Recover, I came across a Google post It was only after spending many hours researching and asking other victims for advice that I discovered Capital Crypto Recovery’s stellar reputation. I decided to contact them because of their successful recovery record and encouraging client testimonials. I had no idea that this would be the pivotal moment in my fight against cryptocurrency theft. Thanks to their expert team, I was able to recover my lost cryptocurrency back. The process was intricate, but Capital Crypto Recovery's commitment to utilizing the latest technology ensured a successful outcome. I highly recommend their services to anyone who has fallen victim to cryptocurrency fraud. For assistance contact [email protected] and on Telegram OR Call Number +1 (336)390-6684 via email: [email protected] you can visit his website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 24.09.25 15:50 michaeldavenport218

    I was recently scammed out of $53,000 by a fraudulent Bitcoin investment scheme, which added significant stress to my already difficult health issues, as I was also facing cancer surgery expenses. Desperate to recover my funds, I spent hours researching and consulting other victims, which led me to discover the excellent reputation of Capital Crypto Recover, I came across a Google post It was only after spending many hours researching and asking other victims for advice that I discovered Capital Crypto Recovery’s stellar reputation. I decided to contact them because of their successful recovery record and encouraging client testimonials. I had no idea that this would be the pivotal moment in my fight against cryptocurrency theft. Thanks to their expert team, I was able to recover my lost cryptocurrency back. The process was intricate, but Capital Crypto Recovery's commitment to utilizing the latest technology ensured a successful outcome. I highly recommend their services to anyone who has fallen victim to cryptocurrency fraud. For assistance contact [email protected] and on Telegram OR Call Number +1 (336)390-6684 via email: [email protected] you can visit his website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 24.09.25 15:50 michaeldavenport218

    I was recently scammed out of $53,000 by a fraudulent Bitcoin investment scheme, which added significant stress to my already difficult health issues, as I was also facing cancer surgery expenses. Desperate to recover my funds, I spent hours researching and consulting other victims, which led me to discover the excellent reputation of Capital Crypto Recover, I came across a Google post It was only after spending many hours researching and asking other victims for advice that I discovered Capital Crypto Recovery’s stellar reputation. I decided to contact them because of their successful recovery record and encouraging client testimonials. I had no idea that this would be the pivotal moment in my fight against cryptocurrency theft. Thanks to their expert team, I was able to recover my lost cryptocurrency back. The process was intricate, but Capital Crypto Recovery's commitment to utilizing the latest technology ensured a successful outcome. I highly recommend their services to anyone who has fallen victim to cryptocurrency fraud. For assistance contact [email protected] and on Telegram OR Call Number +1 (336)390-6684 via email: [email protected] you can visit his website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 24.09.25 19:08 Raymondkrisitina

    Sylvester Bryant gets my full recommendation. He helped me get back €230,000 in Ethereum when I thought it was gone forever. His skills in tracking and retrieving scam-lost funds amaze me. I appreciated his steady, expert manner and strong tech know-how. That built my trust every step of the way. If a scam has taken your money, get in touch with him right away. Email him at yt7cracker@gmail. com or message on WhatsApp at +1 512 577 7957. He truly commits to aiding folks in regaining their assets. His help meant everything to me.

  • 24.09.25 19:50 Raymondkrisitina

    Sylvester Bryant gets my full recommendation. He helped me get back €230,000 in Ethereum when I thought it was gone forever. His skills in tracking and retrieving scam-lost funds amaze me. I appreciated his steady, expert manner and strong tech know-how. That built my trust every step of the way. If a scam has taken your money, get in touch with him right away. Email him at yt7cracker@gmail. com or message on WhatsApp at +1 512 577 7957. He truly commits to aiding folks in regaining their assets. His help meant everything to me.

  • 24.09.25 19:55 Athea5130

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  • 24.09.25 19:56 Athea5130

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  • 24.09.25 19:56 Athea5130

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  • 24.09.25 20:52 elizabethrush89

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  • 24.09.25 20:52 elizabethrush89

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  • 12:29 beverlyalex010

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