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Two Minute Papers · 发布于 2016年7月17日
The Scholarly Store is available here: https://shop.spreadshirt.net/TwoMinutePapers Using the power of deep learning, it is now possible to create a technique that looks at a silent video and synthesize appropriate sound effects for it. The usage is at the moment, limited to hitting these objects with a drumstick. Note: The authors seem to lean on a database of sounds, i.e., the synthesis does not happen from scratch, but they are not merely fetching the database entry for a given sound, but performing example-based synthesis (Section 5.2 in the paper below). In the video and the paper, they both use the words "synthesized sound" and "predicted sound", and it may be a bit unclear what degree of synthesis qualifies as a "synthesized sound". I think this is definitely worthy of further scrutiny. _____________________________________ The paper "Visually Indicated Sounds" is available here: https://arxiv.org/abs/1512.08512 Recommended for you: What Do Virtual Objects Sound Like? - https://www.youtube.com/watch?v=ZaFqvM1IsP8&index=37&list=PLujxSBD-JXgnqDD1n-V30pKtp6Q886x7e Synthesizing Sound From Collisions - https://www.youtube.com/watch?v=rskdLEl05KI&index=51&list=PLujxSBD-JXgnqDD1n-V30pKtp6Q886x7e Reconstructing Sound From Vibrations - https://www.youtube.com/watch?v=2i1hrywDwPo&index=83&list=PLujxSBD-JXgnqDD1n-V30pKtp6Q886x7e Our deep learning-related videos are available here (if you are looking for convolutional neural networks, recurrent neural networks): https://www.youtube.com/playlist?list=PLujxSBD-JXglGL3ERdDOhthD3jTlfudC2 WE WOULD LIKE TO THANK OUR GENEROUS PATREON SUPPORTERS WHO MAKE TWO MINUTE PAPERS POSSIBLE: David Jaenisch, Sunil Kim, Julian Josephs, Daniel John Benton. https://www.patreon.com/TwoMinutePapers We also thank Experiment for sponsoring our series. - https://experiment.com/ Subscribe if you would like to see more of these! - http://www.youtube.com/subscription_center?add_user=keeroyz The thumbnail background image was created by slgckgc - https://flic.kr/p/9x93qE Splash screen/thumbnail design: Felícia Fehér - http://felicia.hu Károly Zsolnai-Fehér's links: Facebook → https://www.facebook.com/TwoMinutePapers/ Twitter → https://twitter.com/karoly_zsolnai Web → https://cg.tuwien.ac.at/~zsolnai/
