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Scientists have taught a neural network to choreograph Dance Dance Revolution levels

EunSoo
By EunSoo
in Tech News
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Source: http://www.theverge.com/2017/3/24/15047328/dance-dance-revolution-ai-neural-network-choreography

 

Usually Dance Dance Revolution levels are created by hand, which is a very time-consuming process, by either its game devs or fans. Computer Engineers have created a new and quicker way to generate step charts for any song using the power of neural networks.

 

In a paper, that they released, they describe their process of training the neural network to generate step charts, study the data, analyize patterns and create similar outputs. The researchers used two main datasets from different choreographers, with the total training data spanning 35 hours of annotated music and more than 350,000 steps.

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The trained neural net generates new step charts using a series of simple actions. First, songs are converted into spectrograms — visual representations of audio frequencies, which the neural network uses to identify features like pitch and rhythm. Next, a step placement algorithm slices the song into 10-millisecond samples, and decides whether or not any single sample could contain a step based on the presence (or absence) of relevant audio features. Then, a step selection algorithm maps these choices out using different moves, creating a fully fledged DDR step chart.

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The results are perfectly human-playable, but, as with many creative forays by artificial intelligence, professionals can still tell the difference. Speaking to The Register, step chart creator Fraxtil, who made many of the charts used to train the neural network, said, “It’s pretty easy to tell that its output is synthetic.”

 - http://www.theverge.com/2017/3/24/15047328/dance-dance-revolution-ai-neural-network-choreography

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Well I am glad we are using multi million dollar computers to make dance dance revolution levels...

▓ƆԀ▓ S▓₱▓Ɇ▓c▓s▓: i7 6ʇɥפᴉƎ00K (4.4ghz), Asus DeLuxe X99A II, GT҉X҉1҉0҉8҉0 Zotac Amp ExTrꍟꎭe),Si6F4Gb D???????r PlatinUm, EVGA G2 Sǝʌǝᘉ5ᙣᙍᖇᓎᙎᗅᖶt, Phanteks Enthoo Primo, 3TB WD Black, 500gb 850 Evo, H100iGeeTeeX, Windows 10, K70 R̸̢̡̭͍͕̱̭̟̩̀̀̃́̃͒̈́̈́͑̑́̆͘͜ͅG̶̦̬͊́B̸͈̝̖͗̈́, G502, HyperX Cloud 2s, Asus MX34. פN∩SW∀S 960 EVO

Just keeping this here as a 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Posted

The singularity is getting closer and closer...

 

Still waiting to know wether i can play that game or not about how to protect humanity in the future in the events of an artificial intelligence takeover .-.

Groomlake Authority

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Posted

Dance Dance Revolution > Double Data Rate (DDR)

Fight me

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Posted
12 minutes ago, SamStrecker said:

Well I am glad we are using multi million dollar computers to make dance dance revolution levels...

The future is now old man

"There is a fine line between not listening, and not caring. I'd like to think I walk that line every day of my life."

 

 

Spoiler

Desktop:

Spoiler

CPU: Ryzen 5 2600X w/stock cooler, Motherboard: MSI X370 GAMING PLUS, RAM: Corsair Vengeance LPX 24gb DDR4-2600, GPU: EVGA RTX 2070 SUPER XC, Case: NZXT S340, PSU: Corsair RMx 750w, Keyboard: Corsair K50, Mouse: Corsair Ironclaw

Laptop:

Spoiler

Lenovo IdeaPad S540

 

 

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Posted
6 minutes ago, PCMasterDebater said:

People still play DDR? Thought that shit died with the Arcades took a plunge...

Theres a fan made pc version thats very popular with a upteenbajillion songs to download. 

CPU: Amd 7800X3D | GPU: AMD 7900XTX

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Posted
5 hours ago, SamStrecker said:

Well I am glad we are using multi million dollar computers to make dance dance revolution levels...

Well, we built super computer in Slovakia at around the same time as our Czech neighbours.

The main difference is that our is way less powerful and more expensive and is not running even at 50% because electricity is expensive....

I think that letting super computer make Dance Dance Revolution levels is more reasonable :D

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Posted

Umm, cool.

 

Kinda ruins the reason why people make StepMania levels to begin with, however. Only thing this is good for is for shitting a lot of maps at any given time.

 

I'd still like to try out the charts myself .

 

 

 

Your resident osu! player, destroyer of keyboards.

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