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Н Новости

Эксперимент: создаем цифровых двойников Ленина и Николая II

Идея этого эксперимента возникла во время изучения возможностей сервиса HeyGen. Казалось, что задумка проста и гениальна. Мне, как любителю истории, очень хотелось узнать ответы на целый ряд вопросов непосредственно из уст Императора. Но, забегая вперед, скажу, что трудности возникли, причем в очень неожиданном месте - пришлось не раз применять смекалку, чтобы их преодолеть.

Для создания исторически обоснованного диалога были собраны 54 тома сочинений Ленина, которые были загружены в специальный модуль системы ChatGpt для обработки больших массивов данных. Следом за ними сервису были скормлены дневники Николая II и сборники его речей. Эти материалы были в дореволюционной орфографии, но после оцифровки проблем с их обработкой у нейросети не возникло.

Оригинальный отрывок из сборника речей императора
Оригинальный отрывок из сборника речей императора

На основе исходных данных нейросеть по моему запросу попыталась воссоздать лингвистического двойника со всеми нюансами личности Ленина, и в манере его речей и записей составила список вопросов Николаю. После серии промптов удалось даже повторить нюансы его произношения, ведь известно что Ленин не выговаривал некоторые буквы. Затем система воссоздала личность Императора.

Генерация и создание слепка голоса
Генерация и создание слепка голоса

Для воссоздания голоса использовалась система ElevenLabs. Туда я загрузил две сохранившиеся оригинальные аудиозаписи - речь императора на французском языке, а также речь на параде. Удивительно, но несмотря на плохое качество исходников, после загрузки старых записей удалось получить годные для дальнейшей работы слепки голоса. Подобная работа была проделана и с записями речей вождя революции.

После обработки, эти голоса через API можно задействовать в сторонних AI-сервисах. Единственная проверка - пришлось галочкой подтвердить, что данные голоса принадлежат именно мне (зуб даю!).

Для визуализации диалога сперва планировал применять HeyGen, но сразу возник ряд трудностей. Во-первых, создатели сервиса добавили умную проверку, где нужно с веб-камерой доказать, что это ты.

Проверка личности
Проверка личности

Без данной проверки разрешено создавать только видеоряд, где статичная фотография шевелит губами. Но даже с этим была сложность: оказалось, что при загрузке фотографий Heygen хорошо распознает знаменитостей - и не позволяет добавлять фото Ленина и Николая.

К слову, сейчас такая проверка есть и в сервисах генерации изображений, в том числе отечественных. Она не позволяет генерировать фотографии знаменитости почти везде, от Шедеврума до Dall-e - за исключением Кандинского от Сбера, который рисует настолько непохожих на исходный запрос людей, что подобная проверка там бесполезна.

После ряда настойчивых попыток удалось достичь определенного успеха - прокатила загрузка состаренного императора, а также редкая фотография Ленина.

Так мог бы выглядеть Император, если бы дожил до старости. Автор изображения неизвестен.
Так мог бы выглядеть Император, если бы дожил до старости. Автор изображения неизвестен.

Но результат генерации разочаровал. Губы шевелились на статичной фотографии, и это, мягко говоря не тот результат, который хотелось получить - как в баянистых роликах про надоедливый апельсин на Ютубе.

Ну и губы
Ну и губы

Пришлось идти другим путем. Попробовал взять фрагменты оригинальных роликов и заставить Н2 и Ленина говорить текст. Но оригинальные видео были в очень плохом качестве, и даже инструменты по типу CodeFormer RealEsrGan не смогли исправить ситуацию:

Пример работы CodeFormer
Пример работы CodeFormer

Хотя в описании они дают потрясающие результаты.

Пример работы из документации одного из сервисов улучшения изображений
Пример работы из документации одного из сервисов улучшения изображений

Поэтому пришлось мыслить творчески. Я взял за основу хорошие фрагменты из фильмов и заменил лица, используя процедуру FaceSwap через утилиту Roop, после чего наложил звуковую дорожку из IIlevenlabs и анимировал движения губ с помощью скрипта Wav2Lip.

Фильмов про Николая Второго не так много, до 1960х годов его показ был под строжайшим запретом, но все же нашлась кинокартина “Пролог”, которую и взяли за основу. С Лениным же проблем не возникло.

1749a15abf3519261cfd3b5ad73a60af.png

Был вырезан подходящий фрагмент, затем в дело пошли инструменты Roop и Wav2Lip. Удобно, что гугл предоставляет условно-бесплатную среду Colab, позволяющую запускать разные скрипты - таким образом процедуры преобразования видео можно и делать на компьютерах со слабыми видеокартами.

Запуск Wav2Lip в GoogleColab
Запуск Wav2Lip в GoogleColab

Для лучшего результата было сделано несколько прогонов, получилась такая схема:

FaceSwap (замена лиц на видео) -> Wav2Lip (озвучка и шевеление губ) -> Faceswap (улучшение результата).

В начале казалось, что на весь эксперимент уйдет пара часов - но ушло гораздо больше времени. В ходе данной работы я убедился, что эпоха Дикого Запада в нейросетях проходит - крупные сервисы уже достаточно жестко регулируются, и там довольно много проверок, хотя на локальных компьютерах пока еще можно запускать какие угодно скрипты. Плюс некоторое пространство для экспериментов предоставляют такие площадки как Goggle Colab, Runpod.io и их аналоги.

Если было интересно, буду рад вашей подписке на телеграм-канал про нейросети от создателя этого ролика.

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    God bless Capital Crypto Recover Services for the marvelous work you did in my life, I have learned the hard way that even the most sensible investors can fall victim to scams. When my USD was stolen, for anyone who has fallen victim to one of the bitcoin binary investment scams that are currently ongoing, I felt betrayal and upset. But then I was reading a post on site when I saw a testimony of Wendy Taylor online who recommended that Capital Crypto Recovery has helped her recover scammed funds within 24 hours. after reaching out to this cyber security firm that was able to help me recover my stolen digital assets and bitcoin. I’m genuinely blown away by their amazing service and professionalism. I never imagined I’d be able to get my money back until I complained to Capital Crypto Recovery Services about my difficulties and gave all of the necessary paperwork. I was astounded that it took them 12 hours to reclaim my stolen money back. Without a doubt, my USDT assets were successfully recovered from the scam platform, Thank you so much Sir, I strongly recommend Capital Crypto Recover for any of your bitcoin recovery, digital funds recovery, hacking, and cybersecurity concerns. You reach them Call/Text Number +1 (336)390-6684 His Email: [email protected] Contact Telegram: @Capitalcryptorecover Via Contact: [email protected] His website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 14.10.25 01:15 tyleradams

    Hi. Please be wise, do not make the same mistake I had made in the past, I was a victim of bitcoin scam, I saw a glamorous review showering praises and marketing an investment firm, I reached out to them on what their contracts are, and I invested $28,000, which I was promised to get my first 15% profit in weeks, when it’s time to get my profits, I got to know the company was bogus, they kept asking me to invest more and I ran out of patience then requested to have my money back, they refused to answer nor refund my funds, not until a friend of mine introduced me to the NVIDIA TECH HACKERS, so I reached out and after tabling my complaints, they were swift to action and within 36 hours I got back my funds with the due profit. I couldn’t contain the joy in me. I urge you guys to reach out to NVIDIA TECH HACKERS on their email: [email protected]

  • 14.10.25 08:46 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

  • 14.10.25 08:46 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

  • 14.10.25 08:46 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

  • 15.10.25 18:07 crypto

    Cryptocurrency's digital realm presents many opportunities, but it also conceals complex frauds. It is quite painful to lose your cryptocurrency to scam. You can feel harassed and lost as a result. If you have been the victim of a cryptocurrency scam, this guide explains what to do ASAP. Following these procedures will help you avoid further issues or get your money back. Communication with Marie ([email protected] and WhatsApp: +1 7127594675) can make all the difference.

  • 15.10.25 21:52 harristhomas7376

    "In the crypto world, this is great news I want to share. Last year, I fell victim to a scam disguised as a safe investment option. I have invested in crypto trading platforms for about 10yrs thinking I was ensuring myself a retirement income, only to find that all my assets were either frozen, I believed my assets were secure — until I discovered that my BTC funds had been frozen and withdrawals were impossible. It was a devastating moment when I realized I had been scammed, and I thought my Bitcoin was gone forever, Everything changed when a close friend recommended the Capital Crypto Recover Service. Their professionalism, expertise, and dedication enabled me to recover my lost Bitcoin funds back — more than €560.000 DEM to my BTC wallet. What once felt impossible became a reality thanks to their support. If you have lost Bitcoin through scams, hacking, failed withdrawals, or similar challenges, don’t lose hope. I strongly recommend Capital Crypto Recover Service to anyone seeking a reliable and effective solution for recovering any wallet assets. They have a proven track record of successful reputation in recovering lost password assets for their clients and can help you navigate the process of recovering your funds. Don’t let scammers get away with your hard-earned money – contact Email: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Contact: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 15.10.25 21:52 harristhomas7376

    "In the crypto world, this is great news I want to share. Last year, I fell victim to a scam disguised as a safe investment option. I have invested in crypto trading platforms for about 10yrs thinking I was ensuring myself a retirement income, only to find that all my assets were either frozen, I believed my assets were secure — until I discovered that my BTC funds had been frozen and withdrawals were impossible. It was a devastating moment when I realized I had been scammed, and I thought my Bitcoin was gone forever, Everything changed when a close friend recommended the Capital Crypto Recover Service. Their professionalism, expertise, and dedication enabled me to recover my lost Bitcoin funds back — more than €560.000 DEM to my BTC wallet. What once felt impossible became a reality thanks to their support. If you have lost Bitcoin through scams, hacking, failed withdrawals, or similar challenges, don’t lose hope. I strongly recommend Capital Crypto Recover Service to anyone seeking a reliable and effective solution for recovering any wallet assets. They have a proven track record of successful reputation in recovering lost password assets for their clients and can help you navigate the process of recovering your funds. Don’t let scammers get away with your hard-earned money – contact Email: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Contact: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

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