2017-11-30

[public] 41.0K views, 2.05K likes, 35.0 dislikes audio only

BrainCraft

*CHANNELS TO WATCH* 🔥

Origins of Everything: https://www.youtube.com/channel/UCiB8h9jD2Mlxx96ZFnGDSJw

Up and Atom: https://youtu.be/3bJ7RChxMWQ

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More BrainCraft:

4 Weird Audio Illusions! /youtube/video/kbzL9PxtFf0

Do You Trust Your Senses? https://www.youtube.com/playlist?list=PLQwg0PxpUPlrCbBDdUdLcYga4AANBUWkI

The Cocktail Party Effect is an auditory phenomena that, really, humans shouldn't have to solve – normally we can automatically separate different sounds and voices through our selective attention. But it's hard, right? Well Artificial Intelligence found it even harder – a machine found it difficult to determine the difference between audio tracks. Recent breakthroughs in machine learning allowed machines to experience the Cocktail Party Effect themselves.

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BrainCraft was created by Vanessa Hill (@nessyhill) and is brought to you by PBS Digital Studios. Talking psychology, neuroscience & why we act the way we do.

Produced, Hosted and Edited by Vanessa Hill

Writing and Animation: Jade Tan-Holmes (https://www.youtube.com/channel/UCSIvk78tK2TiviLQn4fSHaw)

Fact Checking: Bahar Gholipour

Camera: Dominique Taylor

Sound Mix: Mike Rugnetta

REFERENCES 📚

Cocktail Party Effect Stuff:

https://www.technologyreview.com/s/537101/deep-learning-machine-solves-the-cocktail-party-problem/

Deep Karaoke: Extracting Vocals from Musical Mixtures Using a Convolutional Deep Neural Network - Andrew J.R. Simpson et al.

http://www.spring.org.uk/2009/03/the-cocktail-party-effect.php

Deep Learning:

https://steemit.com/technology/@adipranatahendi/deep-learning-simplified

https://www.technologyreview.com/s/513696/deep-learning/

Robots cooking by watching YouTube vids:

https://spectrum.ieee.org/automaton/robotics/artificial-intelligence/robots-learning-to-cook-by-watching-youtube-videos

Robot Learning Manipulation Action Plans by “Watching” Unconstrained Videos from the World Wide Web - Yezhou Yang et al.

Google beats human at image recognition:

https://www.eetimes.com/document.asp?doc_id=1325712

Neocortex and Deep Learning:

https://www.technologyreview.com/s/513696/deep-learning/ behavioral science