Hi everyone,
I found this cool article about some noise cancellation headphones scientists have made using AI. According to the article:
Scientists have built noise-canceling headphones that filter out specific types of sound in real-time — such as birds chirping or car horns blaring — thanks to a deep learning artificial intelligence (AI) algorithm.
The system, which researchers at the University of Washington dub "semantic hearing," streams all sounds captured by headphones to a smartphone, which cancels everything before letting wearers pick the specific types of audio they'd like to hear. They described the protoype in a paper published Oct. 29 in the journa IACM Digital Library.
Once sounds are streamed to the app, the deep learning algorithm embedded in the software means they can use voice commands, or the app itself, to choose between 20 categories of sound to allow. These include sirens, baby cries, vacuum cleaners, and bird chips among others. They chose these 20 categories because they felt humans could distinguish between them with reasonable accuracy, according to the paper. The time delay for this entire process is under one-hundredth of a second.
The full article will be below if anyone wants to read it:
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Amity Park hates the Justice League but loves Red Hood and sometimes other heroes
A/n: I got this random idea so here it is. Oh, and this is good reveal AU ok?
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Due to the Justice League mocking them and ignoring their villain problems that were also publicly interdimensional problems, everyone hates the JL. It got worst with the GIW coming in, who blatantly went against the meta-laws (which included aliens, demons and so much more that weren't human from the beginning). They started to think the Justice League supported them.
In the Infinite Realms, however, there's a revenant that many adored and others respected. He did not hold back against criminals. Criminals that would rape, kill, traffic, sell drugs, and more to people. He especially didn't like when they brought kids into this. He'd avenge people the way they should've been: by promising that their abuser/killer/whatever wouldn't be able to do it again. And in the place they lived in, the only way for that to be possible was by major injury, heavy social outcasting, and/or death. Most prefer the 3rd.
And after how long the Amitians dealt with the attacks which eventually came to a slow once or twice a week type thing, they started opening their minds to the idea of coexistence. Well, further than they had. So when people started to cross over and start making their small haunts in their side of the veil, the Amitian's began to become aware of the popular hero Red Hood. He was part of the undead community, which was trustworthy in everyone's books.
So Amity Park started making merch. Most of it was for Team Phantom, but there was plenty for Red Hood as well. There were other heroes on the side, like for Superboy 1 (who they renamed to Supernova due to their hatred for Superman for 2 reasons, the obvious and that he rejected a mirror-born), and Raven (the half demon).
And with this coexistence, Team Phantom had noticed the positive feedback about killing in the name of vengeance. So they went on the offensive, and after a good year of that, the GIW lost funding for producing no results and just taking up resources. The acts were still there, but nobody enacted them in Amity, and nobody actually knew or believed them outside of the haunted city.
Then the Justice League find out about the hero group there due to tracking merchandise after they started to sell outside of the city. Superman was the guy everyone liked, so he was sent over. He immediately got thrown out and was now questioning who the heck Supernova was and when he rejected him.
Flash? Outcast. Everyone ignored and walked away from him. they had the police, who never did anything or even had to anymore, kick him out.
Green Lanter? Oh the poor guy. He had his ring taken away and thrown out of the city somehow. It took hours to find it.
Wonder Woman, they had to be ok with her. Not at first, but once Phantom had a talk with her and people learned that they were cousins through Clockwork (Kronos) and Pandora, they were ok. ish. Tolerated was the best word and she got the info back to the league.
The batfamily took a trip there, dragging Red Hood along somehow. And right when Red Hood was noticed, a crowd began to form as everyone practically worshipped him. There were many victims he had avenged and an Ancient (Lady Gotham) came and gave him the gifts she couldn't without scaring the guy.
At one point, the poor guy even cried.
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You know what? You know what I think?
I think that if we lived as we were meant to, in larger intimate ("extended family") groups and with more shared labor and time to do it (UBI NOW) people like me would not feel so useless and burdensome because there would be people around to help and to do what neurodivergent people can't while making valuable space for the neurodivergent to do what they ARE good at.
The way we live right now, all right, the way we live right now forces units of two adults to be able to do EVERYTHING or PAY to have someone come do it for them. I have to do the housework. I have to do it! But I am having to do a million different things and most of them I am not good at. I suck at them.
I wouldn't feel like shit, okay, if I had more than one other person around who was not a child and who could do the things I can't, like do the yard and cook and do repairs and basic maintenance; and someone else to split everything else that I like but is too much for me. It would free me to do what I am good at and enjoy. Cleaning, as in the sink and toilet, the windows, the blinds. Taking out trash. Folding, hanging, and sorting laundry.
But because all the shit I can do often relies on other shit being done first, and I can't do or have trouble doing those things, the shit I can do often can't be done. And even the shit I can do, I can't do ALL of it. So I can't keep up, and things get very bad.
We aren't meant to live like this. We are not meant to live like this.
That thought hurts so much because being able to flee the birth family is integral to survival for so many people. I'm so afraid that living in larger family groups would create more opportunities for, say, queer kids to be isolated, rejected, bullied, and abused. But if we gave people enough money to survive, and stopped considering children the property of their parents with no system in place to help them escape bad situations except a system that is often just as bad, just different.
I'm aware that communes and collectives aren't all that successful and are kind of a joke. I don't mean that. I mean a fundamental shift to multigenerational families where taking in "strays" (which my family did) is also normalized so people escaping abuse into existing households was accepted, with these families centered in maybe a couple of different larger residences so not everyone has to buy and maintain their own fucking washing machine and vacuum cleaner, and so people can benefit from large group meals that yield leftovers, and so child and elder care can also be centralized.
Then disabled people and the neurodivergent and sick and injured people, and pregnant people, and grieving people, would not have to either labor through all those stressors or consign themselves to living off an unlivable pittance or being put under legal guardianship.
I'm not saying anything new. People live like this in other parts of the world and maybe it sucks and I am wrong. But I'm just really mad right now because I can either do laundry or clean the sink but not both, and I really think we could improve society somewhat by making it so I did not have to choose one without sacrificing the other.
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I don’t think I ever mentioned it, but having rewatched the T-Dock scene after seeing Essek being in love and settled with Caleb seven years on, I think it’s pretty likely that if they weren’t already together when they destroyed the T-Dock, Essek was fully aware of the depth of his feelings for Caleb at that point.
The love was already in everything Essek said in that scene, but it becomes obvious just how open he was being with his feelings once you know what Essek-in-love looks like.
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Chilchuck analysis speedrun: As a hardworking half-foot who grew up poor and discriminated against and had his gullibility taken advantage of multiple times in his early adventuring days, Chilchuck thinks optimism is a dangerous flaw. He’s stressed and strict all the time because his job is noticing details like traps that could get everyone killed before anyone knows it, he takes the lives of everyone to be on his shoulders, and with the way he speaks about it that probably partly reflects how he felt about taking it upon himself to provide for his family too. His life’s always been pretty centered around work and has become even moreso now that his wife left and everyone is independent, and due to past events he’s very iffy with bonding with coworkers. He thinks feelings and job are a disaster mix. Like with his wife or with parties hiring him as sacrifice, being open or having good faith is vulnerability which can get you hurt, so he processes and shows all his stress as anger instead of worry. Doing strict dieting probably isn’t helping the irritability what with hunger, and on top of being a hunger suppressant alcohol might be the main stress reliever he has.
His grey hairs are so earned
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I think you can tell when someone’s favorite is scout but they don’t really understand him as a character very well when they draw him like an 18 year old boy. And not even a gangly 18 year old boy but like. A smooth faced little valedictorian boy. Like I know he’s the youngest merc but please for the love of god spare him one (1) singular wrinkle on his face. You’re ironing him out and he can’t survive in those conditions
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