I was talking to a friend a few months ago that this kind of technology would be amazing for voice acting in games. Kind of wondering if someone has created a script for this? [–]Sirisian 3 points4 points5 points 11 months ago (0 children). I see why you're saying that since you think the voice "belongs" to the person that speaks it, but that's just not a workable way to approach creativity. 15.Aİ iS uNDeRgOinG tEmPOrAry maInteNANce. It was later discovered that the dataset was corrupted for this character, which caused extreme instabilities during training and inference; the model will be retrained in the future. edit: Ah yeah, the MLP one you can hear the slight difference. It's far from obvious, and I found no decisive case law or legal opinions on the matter when I went looking last year. Of all the characters they could have chosen...why...why would you pick my little pony characters... [–]Gamegear12 2 points3 points4 points 11 months ago (0 children), clippers from /mlp/ already did the clipping and have the dataset available, [–]orthomonas 4 points5 points6 points 11 months ago (0 children). Just because people are obsessed with a show doesn't mean it's a good candidate for machine learning. If you are a business manager or an executive, or a student who wants to learn and apply machine learning in Real world problems of business, this course will give you a solid base for that by teaching you the most popular techniques of machine learning. So? [–]Lev-- 0 points1 point2 points 11 months ago (3 children). I probably need to try different sentences. But the application posted already handles punctuation? While 15 has used the dataset formed as a result of the project, the Acknowledgments section states that the project had been kickstarted two years ago. Learning Mind is a blog created by Anna LeMind, B.A., with the purpose to give you food for thought and solutions for understanding yourself and living a more meaningful life. It's not open source though. [–]carbonat38 0 points1 point2 points 11 months ago (1 child). If you were worried about abuse, you should've started being worried back in 2016 or so - the writing was on the wall at least as late as Wavenet, and if you only became concerned afterwards, you must not've been paying attention... * does a voice actor have any 'privacy' or 'personality rights' to a fake voice solely invented for a fictional character, as imitated or cloned? Creating a Chatbot with Deep Learning, Python, and TensorFlow. [D] Which support do you use to read papers ? [–]megaman0711 1 point2 points3 points 11 months ago (0 children), [–]p_hennessey 3 points4 points5 points 11 months ago (7 children). Start. [R] [P] 15.ai - A deep learning text-to-speech tool for generating natural high-quality voices of characters with minimal data (MIT), https://www.gwern.net/docs/ai/music/2020-03-06-fifteenai-fluttershy-sithcode.mp3, https://www.gwern.net/docs/ai/music/2020-03-06-fifteenai-twilightsparkle-sithcode.mp3, https://boards.4channel.org/mlp/thread/35063790/pony-preservation-project-thread-32-its-happening, https://docs.google.com/document/d/1xe1Clvdg6EFFDtIkkFwT-NPLRDPvkV4G675SUKjxVRU, https://google.github.io/tacotron/publications/end_to_end_prosody_transfer/. A pure discussion of programming with a strict policy of programming-related discussions.. As a general policy, if your article doesn't have a few lines of code in it, it probably doesn't belong here. Before Bronies used this to extract and silence the voices from musical segments to get pure instrumentals. It takes some work to get good results - I've linked here some extracts from a mainly abandoned project to do an audio recording of R.A. Lafferty's The Fall of Rome. This project is borderline stealing other people’s likeness. [D] Video Upscaling: Topaz Labs v.s. For comparison, here's what you can get out of some PPP TwAIlight model. This algorithm seemingly has a wide range of 30 minutes to 120 minutes of recorded audio with some minor audio mistakes. The changelog of the website explains this as well: The Narrator (The Stanley Parable, MOS = 3.73). Yes, agreed. This is very explicitly not for commercial benefit because it's not commercial. Just like any other character from any other media. I'd expect being able to detect exclamation marks or question marks and handle them would be ideal also even if it's just done with separate models. ...These are some of the most popular characters in television and video games. Learning Mind has over 50,000 email subscribers and more than 1,5 million followers on social media. [–]jtn19120 1 point2 points3 points 11 months ago (0 children), There's a lot of competing businesses in this tech. Looks like you're using new Reddit on an old browser. That this seemingly works with small amounts of recorded audio is perfect. This project demonstrates a significant reduction in the amount of audio required to realistically clone voices while retaining their affective prosodies. [D]ZFNet paper, problem with understanding. Tutorial video links - these are commonly spammed and abused. 15 isn't revealing anything about the voice actors involved. Unless you are living under a rock a lot of people are like obsessed with the show not to mention the mountain of r34, being able to replicate the voices to say weird shit is probably a dream come true for them. RTVC works well if the voice you're trying to clone was in the original dataset. [–]funnyjake2020[] 2 points3 points4 points 11 months ago (0 children), Use the narrator voice in Stanley parable for a voice for the demon creature in little misfortune, [–]Deepblue129 9 points10 points11 points 11 months ago* (15 children). Finding what script one could read that does this best seems like it would help to create better data sets. Current /mlp/ thread: https://boards.4channel.org/mlp/thread/35063790/pony-preservation-project-thread-32-its-happening Docs: https://docs.google.com/document/d/1xe1Clvdg6EFFDtIkkFwT-NPLRDPvkV4G675SUKjxVRU https://derpy.me/YTJ94 Torrent: https://derpy.me/ZJNca, [–]T_White 2 points3 points4 points 11 months ago (1 child), [–]gwern 1 point2 points3 points 11 months ago (0 children), Thanks! [–]LinneaaSB 1 point2 points3 points 11 months ago (1 child). She wrote over 200 horror stories collaboratively with humans, by learning from their nightmarish ideas, and creating the best scary tales ever. Currently it only allows new users to create voice prints, but you can contact Replica directly to let them upload audio for you. Learn how to create a deep learning chatbot using Reddit comments. And I don’t think you bothered to read the text on the website. [–]Rick_grinML Engineer 1 point2 points3 points 11 months ago (0 children). Large existing high quality dataset apparently. [–]wedewdw 1 point2 points3 points 11 months ago (3 children). https://github.com/CorentinJ/Real-Time-Voice-Cloning, (edit - I'll deprecate my own comment here in favor of that of normandantzing's above - and I'm excited to try it out), [–]mechanical-sen 2 points3 points4 points 11 months ago (1 child). The Jordan Peterson AI used 40 hours of audio while this used 30 minutes. I've hoped for a long time that games could use text-to-speech to say anything, like "I have 57 green apples, and I sense you like specifically green apples very much due to previous purchases, so how many do you want?" I'd expect being able to detect exclamation marks or question marks and handle them would be ideal also even if it's just done with separate models. [–]PubertyFace 0 points1 point2 points 11 months ago (0 children). Just tried a few others. It's called "prosody transfer". hey, can you add scout, heavy and medic from tf2 on 15.ai? see list of known programming language subreddits. Use of this site constitutes acceptance of our User Agreement and Privacy Policy. Apparently some of the audio clips taken from the game actually had background noise and/or music in the source files. It would be an awesome thing for modding games with existing dialog. You'd have to retrain the network, so I wouldn't say it's "easily-trained". A Verifiable Certificate of Completion is presented to all students who undertake this Machine learning basics course.. [–]Lev-- 0 points1 point2 points 11 months ago (0 children), [–]DenseBarracuda 0 points1 point2 points 11 months ago (1 child), [–]RemindMeBot 0 points1 point2 points 11 months ago (0 children), I will be messaging you in 1 day on 2020-03-09 23:32:56 UTC to remind you of this link. Successful academic career depend on how deep the understanding of student in English because in international standard education English is the primary language which used in learning process. I started watching the /mlp/ threads back in August or so, when the best pony voices were hardly distinguishable from static. [–]mechanical-sen 3 points4 points5 points 11 months ago (0 children). Some words on building a PC. [–]p_hennessey 0 points1 point2 points 11 months ago (2 children). I tried a few examples and didn't notice it. The github thing doesn't have a releases tab and the rest is all gobbledegook to me. [–]cannotbecensored 12 points13 points14 points 11 months ago (6 children). The voices are generated in real time using multiple audio synthesis algorithms and customized deep neural networks trained on very little available data (between 30 and 120 minutes of clean dialogue for each character). What all of these have in common is that you have a group of voice actors and actresses who have made a large library of consistently sounding audio clips, which is important for such a project. State of the Art. DGL is an easy-to-use, high performance and scalable Python package for deep learning on graphs. Also MLP has an extremely dedicated base to work on annotating all of the content which means the machine is going to learn faster with so much input from people. © 2021 reddit inc. All rights reserved. Interested in programming? [D] GAN Paper/code for background completion? It's another example of how important datasets are in ML; they are upstream of the modeling work, and often a limiting factor. [P] I made Communities: a library of clustering algorithms for network graphs (link in comments), [R] DeepMind and University College London Introduce Alchemy, A Novel Open-Source Benchmark For Meta-Reinforcement learning (RL) Research. Also when we discussed this we came to the conclusion that one would need to craft a script for paid voice actors that generates an "ideal" minimal training set for the algorithm. There's got to be a technical reason for it. Learn how to build AI in StarCraft II, a multi-player strategy computer game, with Python! [–]ChefCheeseVids 0 points1 point2 points 9 months ago (0 children), [–]proxmaxi 0 points1 point2 points 9 months ago (0 children), [–]samurzele 0 points1 point2 points 8 months ago (0 children), sad that its not open source its the best out there right now i think, [–]StrangeUsernames 0 points1 point2 points 8 months ago (0 children), [–]LCMC-Productions-Inc 0 points1 point2 points 8 months ago (0 children), Can I ask why 15.ai is currently stuck in "temporary maintenance"? The course provides students with practical experience in various self-driving vehicles concepts such as machine learning and computer vision. [–]normandantzig 12 points13 points14 points 11 months ago (0 children), [–]mbanana 3 points4 points5 points 11 months ago* (2 children). Why the game creators included it in the source files is beyond me. The model has been left up for demonstration. Corentinj's Real Time Voice Cloning software on github is probably the best easily-trained publicly available one at the moment (someone please do correct me if I'm wrong). The Deep Learning groupâs mission is to advance the state-of-the-art on deep learning and its application to natural language processing, computer vision, multi-modal intelligence, and for making progress on conversational AI. [–]AlertSignificance5[S] 4 points5 points6 points 11 months ago (2 children). He more audio clips you annotate and give to the machine to study and learn, the more natural and less robotic it will start to sound. are there any open source text to speech projects that sound as good? [–]gwern 2 points3 points4 points 11 months ago (0 children). Typical monitor layout when I do deep learning: Left: Papers, Google searches, gmail, stackoverflow; middle: Code; right: Output windows, R, folders, systems monitors, GPU monitors, to-do list, and other small applications. For asking language specific questions, see list of known programming language subreddits. It's a tricky problem to solve as it's not clear what's needed. [–]mechanical-sen 7 points8 points9 points 11 months ago* (2 children). My apologies if that really is the case, but GLaDOS is one of the best known video game characters of all time, and the Doctor is one of the best known television characters of all time. https://discord.gg/Er4Sjq6 Either way recently set up a discord for this topic where people can help each other/improve software etc. They have demos here: https://google.github.io/tacotron/publications/end_to_end_prosody_transfer/. The quality isn't perfect, but is tolerable. I am using WEKA and used ANN to build the prediction model. [–]watercolorheart -2 points-1 points0 points 11 months ago (0 children), [–]emilrocks888 -2 points-1 points0 points 11 months ago (0 children). I haven’t seen anyone give an answer sufficient enough but here’s this: My Little Pony: Friendship is Magic has 9 seasons on the main show, several spinoff movies which then spawned a small spinoff show, there have been several short animations, and a movie. We're working on the script side of things now. Notably, the author thanks specific boards on the anonymous imageboard 4chan for their respective roles in the project, which he references throughout the website via its various in-jokes and memes. "I made this!" 15's site was developed responsibly with special attention given to both its legality and morality, and this is clear from its About and Thanks pages. [–]AlertSignificance5[S] 2 points3 points4 points 11 months ago (0 children). If you write an article explaining it, the technical challenges, etc. How are you doing this? If you're going to spam links about irrelevant things like an actor claiming something in a will, please quote the parts you feel prove that it is 100% clear as a matter of settled IP law that any imitation of any voice is fully protected and covers 15.ai and any fair use or other defenses which might be made. [–]Kibate 0 points1 point2 points 11 months ago (0 children), Woah, i just tested it out, and while Glados ironically doesn't sound very good despite already being robotic, the MLP ones are just amazing! These are all voice roles, which aren't anyone's actual voice (the same voice actor will voice many different roles, like Hank Azaria doing everyone from Moe to Comic Book Guy to Apu on The Simpsons*), so it's not borderline anything. [–]TheOnlyBongo 0 points1 point2 points 9 months ago (0 children). etc. Eh. I've been trying to figure out why for so long tbh, [–]AnnoyedArt1256 0 points1 point2 points 7 months ago (0 children). [–]AlertSignificance5[S] 3 points4 points5 points 11 months ago* (2 children). Literally how is any background noise a problem if all you have to to is extracting/using the audio files from the game? Not open source, but through Replica you can produce some really good quality voices. You have to separate the creation of the technology from its use, otherwise these discussions will go nowhere, and only the "bad guys" will have access to powerful technology like this. Unlike deepfakes, TTS has achieved human-parity. For example, both of your links are clear that the totality of a character may (or may not) be protected, but it is far from clear that IP law bans all imitations of a specific aspect of the character, and neither of them address voices. To note: the project on /mlp/ is separate from 15.ai. - See above - this is a place for the discussion of programming, not advertising your product, and not showing off something which is tangentially relevant to people who code. When we looked it up before other algorithms require large amounts of input data in order to get results. (Specifically roguelikes with a heavy amount of text). SCOPE OF THE REPORT The âAI-based Drug Discovery Market: Focus on Machine Learning and Deep Learning, 2020-2030â report features an extensive study of ⦠Learn how to build your own Social Distancing Tool using your Deep Learning and Computer Vision skills Understand the State-of-the-Art architectures (SOTA) for Object Detection Hands-on with Detectron 2 â FAIR library for Object Detection and Segmentation â required to build ⦠However, things directly related to the actual process of programming - libraries, tools, and so on - are all okay, but please use discretion. I don't see what's the big deal. It also happens to be trained on a large chunk of Reddit, since the author decided that this was undeniably the perfect location to obtain high quality, impeccable prose. [–]PastelDeUva 0 points1 point2 points 8 months ago (0 children). It's a testament to deep learning that here we are, 6 months later, and the quality is now so high that they would fool an unsuspecting listener. Cookies help us deliver our Services. [–]Lev-- 0 points1 point2 points 10 months ago (1 child), [–]ThunderousBlade 0 points1 point2 points 8 months ago* (0 children). [–]gwern 9 points10 points11 points 11 months ago* (5 children). Get an ad-free experience with special benefits, and directly support Reddit. [–]Helpmetoo 0 points1 point2 points 10 months ago (2 children). Therefore, identification of DTIs is a crucial step in drug discovery. And you need a LOT of dialogue of varying inflections to try and get as much annotations for the machine to use. [–]gwern 1 point2 points3 points 11 months ago* (2 children). Did you achieve a good custom ouput with custom code? [–]mbanana 3 points4 points5 points 11 months ago (0 children). Siri was voiced by an actual person with tens of hours of audio for the purpose of making a text-to-speech system. [–]AlertSignificance5[S] 5 points6 points7 points 11 months ago (0 children). You can post links, but none of them support your claims. The application currently includes characters such as GLaDOS from Portal, the Narrator from The Stanley Parable, the Tenth Doctor from Doctor Who, and Twilight Sparkle and Fluttershy from My Little Pony. (Except like Lyrebird). No articles forthcoming on voices, though, we're still working on MIDI and anime generation. Are there any alternatives or websites similar to this? This project aims to clone a voice using only 30 minutes of audio from limited sources. The Pony Preservation Project is impressive; they've crowdsourced transcriptions of all 9 seasons, the movie, the spinoffs, and various other things voiced by the same voice actresses in case that might help, while processing to remove noise or using 'leaked' original data from Hasbro for higher quality still. Research[R] [P] 15.ai - A deep learning text-to-speech tool for generating natural high-quality voices of characters with minimal data (MIT) (self.MachineLearning), submitted 11 months ago * by AlertSignificance5. Concepts such as lane detection, traffic sign classification, vehicle/object detection, artificial intelligence, and deep learning will be presented. For Beginner questions please try /r/LearnMachineLearning , /r/MLQuestions or http://stackoverflow.com/, For career related questions, visit /r/cscareerquestions/. And I was questioning whether to take your comment at face value since you claimed that you've never heard of the characters before. It's really insane how far technology has come, that this kind of software is done not by a huge cooperation, but by just some inspired programmers who do this for free, [–]Waterphoenix59 0 points1 point2 points 10 months ago (0 children). Is that an active area of research? The Wikipedia page you linked states that this applies to commercial uses of someone's voice and a privacy right to not be represented in public. [R] Are there any interesting papers that have come out recently that are NOT based on neural networks? The Tacotron team at Google has done it. While it offers no comfort to realize that most people already seem to believe what they want regardless of the evidence or credibility of sources, I guess it means this technology itself shouldn't be a particularly scary turning point. Adobe's been working on a project too, [–]autumns 1 point2 points3 points 11 months ago (0 children). I am well-aware, but his project wouldn't work nearly as well without PPP's dataset (again, just play with the other voices to see that), and I felt your summary didn't convey the sheer extent of PPP and how critical it was.
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