deepfake voice github
Recently, many deepfake detection methods based on forged features have been proposed. These tools & resources can be pretty fun to play with.The list below features a range of types & quality, from face swap technology to voice synthesizers, it's all out there to try. GitHub - dessa-oss/fake-voice-detection: Using temporal ... Here's a high-level overview of the model's architecture: First, raw audio is preprocessed and converted into a mel-frequency spectrogram — this is the input for the model. Realistic Deepfakes in 5 Minutes on Colab - Hong Jing ... Earlier deepfake videos, even some from just a few years ago, are easier to detect as doctored. Film industry can also benefit from DeepFake as it can reduce re shoots when its not feas. This help to create deep fake voice. As i am getting more familiar with deep learning, i discover many new programs that are cool yet sometime creepy, one of which is this real time voice clonin. GitHub - iperov/DeepFaceLab: DeepFaceLab is the leading ... It will be used on camera image and point cloud data in parallel with a few classification heads, so the network will be rather large (but still as small/fast as possible). Clone anyone's voice for free using a simple Python Project . Learning to create voices from YouTube clips, and tr. Voice swap; As with deepfake videos, it relies on a machine-learning algorithm to mimic the sound of the target. GitHub - kahxuan/singing_deepfake It can be beneficial to academicians who want to apply deep learning in video and audio processing. (2019) A deepfake of Nixon's Moon Disaster Speech created by Canny AI. Answer (1 of 16): DeepFake benefits those who want to synthesize false videos from already existing videos. The new method can perform faceswaps that outperform all other existing . Freely available voice-mimicking software can deceive people and voice-activated tools like smart assistants, according to University of Chicago scientists. Viewers might notice that a voice isn't matching up with mouth movements, or that something about the person's face appears off in an almost unsettling way. A New and Simpler Deepfake Method That Outperforms Prior Approaches. $16 (Avg Bid) $16 Avg Bid. For the most part, FaceSwap has the same pros and cons as DeepFaceLab. . Create realistic text-to-speech AI voices with Resemble's voice cloning software. Visit GitHub (Free) 7. Others targeted by deepfake abuse images have said they are . GitHub Stars Open-source code repositories are the backbone of modern machine learning projects, and deepfake creation tools are no exception. Open your miniconda command prompt, navigate to the avatarify-windows folder and run: install.bat. DeepFake 入门了解 换脸到底是什么样的操作. This video is a simple tutorial on creating your own deep fake Voice.You'll be able to generate speech notes with your own vo. If playback doesn't begin shortly, try restarting your device. Deep Voice . Deepstar aka deep* is an open source, AI based toolkit in python that helps you detect deepfake videos. Deepfake audio is a fast-growing field that has an enormous number of applications. This is done with a mix of faceswap results from both the dfaker and . If you have a free computer with 2080TI or better card with 12GB+ VRAM, you can give me remote access to it. We have achived deepfake detection by using transfer learning where the pretrained RestNext CNN is used to obtain a feature vector, further the LSTM layer is trained using the features. List of Deepfake Tools These tools & resources can be pretty fun to play with.The list below features a range of types & quality, from face swap technology to voice synthesizers, it's all out there to try. "Avatarify" live deepfake tool for Zoom and Skype released on Github Two computer vision engineers released Avartarify , an open-source tool for creating basic live facial reenactment . A Short History of Deepfakes. To record or alter your voice to sound like a girl, you can click the People folder from the left panel, and choose any female pre-set. The model performs convolutions over the time dimension of the spectrogram, then . We need to develop a deepfake video MVP with just 6 seconds and based on the original video we need to change what the person is saying by another speech, but using the voice of the original video. Microsoft-owned GitHub continues to host the source code for . Here's a high-level overview of the model's architecture: First, raw audio is preprocessed and converted . Voice Cloning for Content Creators. A new Github project introduces a remarkable Real-Time Voice Cloning Toolbox that enables anyone to clone a voice from as little as five seconds of sample audio. Deepfake,是由"deep machine learning"(深度机器学习)和"fake photo"(假照片)组合而成,本质是一种深度学习模型在图像合成、替换领域的技术框架,属于深度图像生成模型的一次成功应用。 A few of my friends sent it to me and, while something . Artificial Intelligence Computer Vision Deep Learning Video Editing Video Services. Simply put, creators feed a computer data consisting of a lot of facial expressions of a person and find someone who can imitate that person's voice. An audio deepfake is when a "cloned" voice that is potentially indistinguishable from the real person's is used to produce synthetic audio. What is a deepfake? Those wanting to advance deepfake detection themselves can build on our contribution by accessing the open source model code and data. Mostly I would recommend giving a quick look to the figures beyond the introduction. Real-time API's and 44kHz audio. You can train fakes for free using Google Colab.Linux (github)by @nagaditCentOS Linux (github)May be outdated. You do not need a Ph.D., and you don't have to train models for hours, you don't even have to take a Generative Adversarial Network course. Unlike other deepfake apps that turn your face into a deepfake video, Toongineer Cartoonizer can create deepfake cartoon images based on your selfies. It's one of the most common names in the world of deepfake audio apps: Lyrebird AI. This subreddit is dedicated to SFW machine learning and other DF resources, including audio deepfakes. Learn Tensorflow with Chris Mattmann (ASF/NASAJPL). We can either get 3x (Quadro) RTX A6000 or 6x RTX 3090 for the same price. With the popularity and capabilities of audio deep fakes on the rise, creating defenses against deep fakes used for malicious intent is becoming more important than ever. Deepfake Audio. All you need is a full-body picture of yourself, just a still image. Use torrent client to download.Windows (Mega.nz)Contains new and prev releases.Google Colab (github)by @chervonij . For people who make podcasts. It is a method of creating human images based on artificial intelligence (AI). If you'd like to read more about why we decided to build this, click . Attackers use machine learning to clone a target's voice, and then call companies, trying to convince employees to move money where it . Deep Voice is a TTS system developed by the researchers at Baidu.Its first version, Deep Voice 1 was inspired by the traditional text-to-speech pipelines. Deepfake native resolution progress. 2. Improved version for StyleGAN. By @elemantalcode r/SFWdeepfakes. so you asked and its here.create your own deepfake audio files using this video.Just go to below c. These consist of an encoder, which reduces an image to a lower dimensional latent space, and a decoder, which reconstructs the image from the latent representation. For other deep-learning Colab notebooks, visit tugstugi/dl-colab-notebooks . The bottom line is that artificial intelligence is used to … Not only can the software mimic an input voice, but it can also change it to reflect another gender or even . This repository is an implementation of Transfer Learning from Speaker Verification to Multispeaker Text-To-Speech Synthesis (SV2TTS) with a vocoder that works in real-time. Others targeted by deepfake abuse images have said they are . The worst part is that these videos are very easy to make. Deepfake videos are becoming more and more realistic, making it seem like politicians and presidents are saying things they never said themselves. Face Swap. An audio deepfake is when a "cloned" voice that is potentially indistinguishable from the real person's is used to produce synthetic audio. Voice swap; As with deepfake videos, it relies on a machine-learning algorithm to mimic the sound of the target. But how do you create deepfake videos? This Github repository was open . Deepfake voice program for free because others have already written scripts to do that. I will train 1 model in a month. Top 10 Best Deepfake Voice Generators to Try in 2021. The Google of China, Baidu, has just released a white paper showing its latest development in artificial intelligence (AI): a program that can clone voices after analyzing even a seconds-long clip, using a neural network. Feel free to check my thesis if you're curious or if you're looking for info I haven't documented. Feeling that way while watching a video could potentially indicate that it's a deepfake. Let's adjust that stigma. … Deep Fake Tools - Make Your Own Deep Fake Videos Read . But you do need people that are willing to do audio tutoring their own students. Deep Art is another app which went viral a few weeks ago. When Canadian AI company Dessa (now owned by Square) used the talk show host Joe Rogan's voice to utter sentences he never said, GANs were not involved. Deepfake Audio. I've been working on a project for the past year using deepfake faceswap to bring Salvador Dali "back to life" on some interactive screens at the Dali Museum. Download and install the latest Windows release of OBS-VirtualCam. The deepfake detector model is a deep neural network that uses Temporal convolution. The faceswap source code from the anonymous /r/ Listen to the audio used in a would-be deepfake scam. 15.8k. 1. Deepfakes are realistic videos or audio created from the output of a deep neural network. This is a GitHub-based deepfake app that allows you to create deepfake videos on Instagram. Let's break down the solution into two parts - Voice Cloning; Video Lip Syncing; Voice Cloning part of Deepfakes Deepfake technology used to create facial morphing. Among the popular forged features, textural . Till now, the technology has largely been used for entertainment and leisure, but the 45-second deepfake in the documentary cements the idea that the technology can have concrete and practical usage too. A collaboration between a Chinese AI research group and US-based researchers has developed what may be the first real innovation in deepfakes technology since the phenomenon emerged four years ago. This is a system developed by a group of CS student from Monash University Malaysia. IIIV1V2V3V4V5V6 for 10s 5000 values per lead. Analysis from an independent researcher tracking the websites, who does not want to be named, due to the sensitive subject nature, says Bravo's website had 630 paying customers in the three days after its launch in August. The deepfake detector model is a deep neural network that uses Temporal convolution. It is a technique for human image synthesis based on artificial intelligence. Resemble AI is a very powerful text-to-speech and deepfake audio software . The Google of China, Baidu, has just released a white paper showing its latest development in artificial intelligence (AI): a program that can clone voices after analyzing even a seconds-long clip, using a neural network. Primarily meant for the game Eastside Hockey Manager (EHM), this project can generate portraits either one-at-a-time or in batches (the resulting batches are called facepacks). We use cookies to let us know when you visit SoundCloud, to understand how you interact with us, to enrich and personalize your user experience, to enable social media functionality and to customize your relationship with SoundCloud, including providing you with more relevant advertising. This is made on top of a deep learning project Support me on Patreonhttps://www.patreon.com/mis. I could see situations where low budget video games decide to use synthesized versions of famous voice actors - with no compensation, mention, etc. The word "Deepfake" was creating by mashing "deep learning" and "fake" together. Lyrebird AI. Bravo claims he did earn […] Visual DeepFake Detection: This tool takes a different approach for detecting deepfakes. EHM_Faces is a machine learning project that can generate high-quality, realistic ice hockey player portraits. Anthony Bourdain's deepfake voice in Roadrunner is the first prominent use of deepfakes in a high-profile film release. Not only can the software mimic an input voice, but it can also change it to reflect another gender or even . In addition to developing a deepfake software windows version, it also has supports to work on Linux and MacOS. Deepfake sound is now more straightforward than deepfake video. It is free, open-sourced, and relatively easy to learn. Deepfakes has taken the internet by the storm, resulting in some hilarious, weird, and unsettling videos. Deepfake is similar in that you gather a very large database of images of a person's face in various lighting scenarios, angles, facial expressions, etc, and then it essentially creates a 3D image of someone's face that it can then look at a video for patterns of the target's face and replace it with that 3D image. A skill in programs such as AfterEffects or Davinci Resolve is also desirable. The Google of China, Baidu, has just released a white paper showing its latest development in artificial intelligence (AI): a program that can clone voices after analyzing even a seconds-long clip . Tags: License: Development state: Current version:Energy User's Guide. Realistic audio deepfakes can now be made using deep learning algorithms with just a few hours or minutes of audio of the person whose voice is being cloned, and once a model of a voice is made, that person can be made to say anything. However, bad Photoshop jobs are easily debunked. Doing research to see where we currently are with faking voice audio with neural networks/deep learning. One key concern for businesses is fraudsters using impersonation over the phone to deceive company employees. Microsoft-owned GitHub continues to host the source code for . End users can provide their frontal face image, select a song they want to sing to, select the singing voice . Real-Time Voice Cloning This is a colab demo notebook using the open source project CorentinJ/Real-Time-Voice-Cloning to clone a voice. It is also extensible enough to be able to facilitate testing of new detection algorithms. This deepfake software is also open-source and needs to be downloaded from GitHub. Back in early 2018, a video starring Jordan Peele and President Obama was making its way around the internet. Check out it's GitHub repository. Simply put, if you are a student specializing in computer vision, DeepFaceLab can be a great tool to understand deepfake videos. Past that, prices start at $30/mo. I've been using a new tool, Descript, for editing audio and video, and it's definitely made my life a lot easier. This projects aims in detection of video deepfakes using deep learning techniques like RestNext and LSTM. Arabic subtitles are available. "Avatarify" live deepfake tool for Zoom and Skype released on Github Two computer vision engineers released Avartarify , an open-source tool for creating basic live facial reenactment . You can fine-tune the girl voice by adjusting a combination of several effects. . Ladies and gentlemen, Deepfake videos are so easy to create that anyone can make one. The system aims to generate a video of users singing and moving along with the selected song, using lyrics customised by the users. What is Deepfake? For more details follow the documentaion. Forged videos generated by deepfaking have been widely spread and have caused severe societal impacts, which stir up public concern about automatic deepfake detection technology. Female voice settings in Voxal: There are several girl voices pre-loaded in Voxal voice changer. I need the computing power to train models. However, with. According to benchmarks, the 3090 based setup should be about 1.8x faster. "It's like Photoshop for voice," said Zohaib Ahmed, CEO of Resemble AI, about his company's voice-cloning technology. After deep fake video part you asked for deep fake audio . All you need is a webcam. Register github account and push "Star" button. Voice mimicking AI dupes Alexa and other voice recognition devices . In this article, we demonstrate that Google's state-of-the-art dataset used to detect real-world deepfakes falls short, and what can be done to fix it. Contribute to Pawandeep-prog/deepfake-voice development by creating an account on GitHub. We can now create a deepfake with just 1 small source video of the person. Deepfake-Audio. We are hearing a lot about "Deep Fake" in recent months but What is Deep Fake? This could have earned Bravo anywhere between $7,553 and $57,323, the analysis says. Deepfake sound is now more straightforward than deepfake video. Videos you watch may be added to the TV's watch history and influence TV recommendations. You should spend time studying the workflow and growing your skills. Price: 2 minutes of audio for free. Enter DeepFaceLab, a popular deepfake software for Windows which uses machine learning to create face-swapped videos. To output to webcam, download and install OBS. Please refrain from posting self-promotion and promotions for products and services except in designated areas or by moderator approval. Here is a simple guide: 1. SoundCloud may request cookies to be set on your device. Now execute run.bat - you should now see the application running, and two windows will appear, if everything is working correctly. You can simply collect target audio data from public sources such as speeches for the audio model that will feed the training algorithm. Examples of people I've used to get the job done is the following. There's an article about the project in The Verge and this behind the scenes video explains the project. Deepfakes rely on a type of neural network called an autoencoder. Unfortunately, there is no "make everything ok" button in DeepFaceLab. — both of which are open-source and freely available on Github. "Punished for being a woman with a public voice of any kind." . has identified similar cases of deepfake voice scams . This resulted in the selection of three deepfake voice apps that utilize AI and machine learning algorithms at their core. 1. We'll start with the most notable one, which is the much-debated and controversial app called Lyrebird AI. I imagine that the rights of people that have huge amounts of their voice recorded in a quality that allows for high quality voice synthesis must be protected in some way. Real-Time Voice Cloning. Create speech that's indistinguishable from the original speaker. The researchers used two deepfake voice synthesis systems from GitHub to mimic voices: the AutoVC tool requires up to five minutes of speech to generate a passable mimic, while the SV2TTS . Significant progress has been made in generating counterfeit images and videos. It's not a deepfake video app, however, it can create deepfake images based on art, ancient structures, and paintings. This allowed the model to generalize and perform a speech that Nixon himself had never read publically. 04272020 by Luca Guarnera et al. It is hosted on GitHub and has spawned countless tutorials on the internet. Deep Art. In one example, a British energy firm lost $243,000 when a deepfake voice was used to trick the CEO into believing that the head of the parent company was requesting an emergency transfer of . How to Spot a Deepfake? We built a fake audio detection model with Foundations Atlas, for anyone to use. This is the unique part of this deepfake app, which uses AI and deep learning to turn any of your portrait into a stunning cartoon. Yes, that is now easily possible with the latest advancements in neural networks. When most people hear the term "deepfake" they automatically think of something NSFW. Resemble. Custom AI Voice Generator. Topics include podcasting news, how to guides, gear, marketing, and anything related to podcasters. The audio was generated synthetically by training a model on Nixon's past speech. Perfect for filmmakers, game developers, and other content creators. The voice samples uploaded to the software are eventually merged, creating a fake voice that mimics the person in the original recordings. Contact me (iperov#6528) in Discord channel. DeepFake Audio Detection. "Punished for being a woman with a public voice of any kind." . Train employees in deepfake audio detection. It adopts the same . It's actually a game-changer. Singing Deepfake. This deepfake creator is very powerful but not exactly easy to use. Read to know more! Project. The term deepfake is a contraction of 'deep learning' and 'fake'. 5 deepfake pornography websites, as well as the top 14 deepfake YouTube channels that host . deepfakes/faceswap (Github) []iperov/DeepFaceLab (Github) [] []Fast face-swap using convolutional neural networks (2017 ICCV) []On face segmentation, face swapping, and face perception (2018 FG) [] []RSGAN: face swapping and editing using face and hair representation in latent spaces (2018 arXiv) []FSNet: An identity-aware generative model for image-based face swapping (2018 ACCV) [] cases where synthetic voice audio and images . In fact, the lion's . Once that happens, the person using the software can make the voice say just about anything they want it to in real time using a text-to-speech program. It is used to combine and superimpose existing images and videos onto source images or videos using a machine learning AI technique known as generative adversarial network. Over the time dimension of the most common names in the Verge and this behind the scenes explains... //Github.Com/Amey-Thakur/Deepfake-Audio '' > make your own Deep Fake voice easily than deepfake video is powerful... This Tool takes a different approach for detecting deepfakes it & # x27 ; s a?! Energy User & # x27 ; s past speech audio tutoring their students. As AfterEffects or Davinci Resolve is also extensible enough to be able facilitate. Include podcasting news, how to guides, gear, marketing, and deepfake creation Tools are no.... A video could potentially indicate that it & # x27 ; s and 44kHz audio group of student... Very powerful but not exactly easy to make near you as well as the top deepfake! While watching a video of users singing and moving along with the latest advancements in networks... A very powerful but not exactly easy to learn make everything ok & quot button! Tools | PenTestIT < /a > deepfake Guide - Telegraph < /a > Deepfake-Audio image based!, click something NSFW also has supports to work on Linux and MacOS different approach for deepfakes. Adjust that stigma can Train fakes for free using Google Colab.Linux ( GitHub ) may be to. Software windows version, it also has supports to work on Linux and MacOS that can generate high-quality realistic. A few weeks ago other Content Creators, but it can be beneficial to academicians want! > a Short history of deepfakes deepfakes are realistic videos or audio created from the speaker... Never read publically on artificial intelligence human images based on forged features have proposed... Is dedicated to SFW machine learning and other Content Creators feed the algorithm! The internet YouTube < /a > Train employees in deepfake audio software version for StyleGAN are easy! Along with the selected song, using lyrics customised by the users programs such as or! Videos you watch may be added to the TV & # x27 s. For people who make podcasts as speeches for the most notable one, is. Facilitate testing of new detection algorithms detection themselves can build on our contribution by accessing open. Supports to work on Linux and MacOS President Obama was making its way around the.... This is made on top of a Deep neural network called an autoencoder 1.8x faster is! Of my friends sent it to reflect another gender or even resolution.! ) may be outdated an input voice, but it can reduce re shoots when its not feas Foundations. Discord channel there are some benefits to deepfake playback doesn & # x27 s. S past speech these videos are very easy to make of neural.. > DeepFaceLive: Live Deep Fake voice easily on artificial intelligence ( AI ), game developers and. Any kind. & quot ; Punished for being a woman with a public voice of kind.... Which are open-source and freely available on GitHub and has spawned countless tutorials on the internet Cloning deepfake voice github. In DeepFaceLab detecting deepfakes s a deepfake software windows version, it also has supports work! Shortly, try restarting your device picture of yourself, just a still image should spend time studying the and! Dfaker and computer with 2080TI or better card with 12GB+ VRAM, you can Train fakes free! Public sources such as AfterEffects or Davinci Resolve is also extensible enough be! Of people I & # x27 ; ve used to get the job done is the leading... < >... In fact, the lion & # x27 ; s actually a game-changer are some benefits deepfake. T begin shortly, try restarting your device Fake voice easily these videos are very to. Deepfake 入门了解 换脸到底是什么样的操作 performs convolutions over the time dimension of the most notable one which. By moderator approval - iperov/DeepFaceLab: DeepFaceLab is the leading... < /a > deepfake native progress... Term & quot ; button users singing and moving along with the latest advancements in neural networks and., which is the much-debated and controversial app called Lyrebird AI the backbone of modern machine learning other. Github continues to host the source code for news, how to guides gear... Do you think there are some benefits to deepfake > GitHub - kahxuan/singing_deepfake < /a > deepfake audio:! Willing to do audio tutoring their own students creation Tools are no exception high-quality, realistic ice player. 16 Avg Bid simply collect target audio data from public sources such AfterEffects! Picture of yourself, just a still image those wanting to advance deepfake Tools... A free computer with 2080TI or better card with 12GB+ VRAM, you can fine-tune the voice. And freely available on GitHub ve used to get the job done is the much-debated and controversial called! Themselves can build on our contribution by accessing the open source model code and data as.... ~ Filme Biz < /a > voice Cloning software be added to the TV & # x27 ; s speech... With 2080TI or better card with 12GB+ VRAM, you can simply collect target data! T begin shortly, try restarting your device deepfake native resolution progress anyone to use (! Davinci Resolve is also extensible enough to be able to facilitate testing of new detection algorithms - Pawandeep-prog/deepfake-voice: Tool! This subreddit is dedicated to SFW machine learning project Support me on Patreonhttps: //www.patreon.com/mis RTX A6000 6x. This subreddit is dedicated to SFW machine learning project Support me on Patreonhttps: //www.patreon.com/mis YouTube channels that host public! Sound is now easily possible with the selected song, using lyrics customised by the users be beneficial academicians. Pros and cons as DeepFaceLab: //www.reddit.com/r/podcasting/comments/cv5wvv/your_podcast_voice_sux_use_a_deepfake_audio_voice/ '' > DeepFaceLive: Live Fake!: Energy User & # x27 ; s an deepfake voice github about the project along the! Colab.Linux ( GitHub ) may be added to the figures beyond the introduction Fake in python < >. Deepfake detection methods based on artificial intelligence generalize and perform a speech that & # x27 ; s Cloning... Detection Tool | Raju Nekadi < /a > Real-Time voice Cloning actually a game-changer t begin shortly deepfake voice github try your... Voice by adjusting a combination of several effects re shoots when its not feas audio apps Lyrebird! Few of my friends sent it to reflect another gender or even are they?! Network called an autoencoder, and anything related to podcasters making its way around the.. Deepfake as it can also benefit from deepfake as it can reduce re shoots when deepfake voice github not.. Realistic ice hockey player portraits freely available on GitHub and has spawned countless tutorials on internet... Powerful but not exactly easy to make a system developed by a of! Accessing the open source model code and data generated synthetically by training a model on Nixon & x27! Free using Google Colab.Linux ( GitHub ) may be outdated, it also has supports to work Linux... Able to facilitate testing of new detection algorithms ; ll start with the song... On Nixon & # x27 ; s and 44kHz audio ll start with the latest windows release of.! Powerful text-to-speech and deepfake audio python < /a > voice Cloning software are open-source and available! For free using Google Colab.Linux ( GitHub ) may be added to the TV & # ;! Version: Energy User & # x27 ; ll start with the selected song, using customised... App that allows you to create deepfake videos on Instagram in video and audio processing iperov/DeepFaceLab: DeepFaceLab the... 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To host the source code for audio / voice... < /a > 入门了解! An account on GitHub same price contact me ( iperov # 6528 ) in Discord channel just a still.. And moving along with the selected song, using lyrics customised by the users for detecting deepfakes then! On Linux and MacOS could potentially indicate that it & # x27 s. Concern for businesses is fraudsters using impersonation over the phone to deceive company employees girl voice by adjusting a of. Their frontal face image, select the singing voice and 44kHz audio promotions for and. //Pentestit.Com/Open-Source-Deepfake-Detection-Tool-List/ '' > GitHub - Billy1900/Awesome-DeepFake-Learning: the approach... < /a > audio., marketing, and anything related to podcasters anywhere between $ 7,553 and $ 57,323, 3090., FaceSwap has the same price > r/SFWdeepfakes the spectrogram, then ) in Discord.... S a deepfake audio detection Tool | Raju Nekadi < /a > deepfake Generator GitHub ~ Filme Train employees in deepfake audio / voice <...: the approach... < /a > Train employees in deepfake audio apps: Lyrebird AI singing deepfake making way...
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