#Audio Data Collection
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globosetechnologysolutins · 11 months ago
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Understanding Audio Data Collection: Importance, Methods, and Applications
In the ever-evolving landscape of artificial intelligence and machine learning, audio data collection has emerged as a crucial component. This process involves gathering audio samples to train and enhance the performance of AI models, particularly in the realms of speech recognition, natural language processing, and sound analysis. As the demand for more intuitive and human-like interactions with technology grows, the significance of audio data collection cannot be overstated.
The Importance of Audio Data Collection
Audio data collection plays a pivotal role in developing systems that understand and process spoken language and sounds. Here are a few key reasons why it is essential:
Enhancing Speech Recognition: High-quality and diverse audio datasets are fundamental for training speech recognition systems. These systems, such as virtual assistants (e.g., Siri, Alexa), rely on accurate audio data to understand and respond to user commands effectively.
Improving Natural Language Processing (NLP): Audio data helps NLP models to comprehend and generate human language more naturally. This is crucial for applications like real-time translation, sentiment analysis, and voice-driven interfaces.
Sound Analysis: In various industries, sound analysis is critical. For example, in healthcare, audio data can be used to detect anomalies in heartbeats or respiratory sounds, aiding in early diagnosis and treatment.
Methods of Audio Data Collection
The process of audio data collection involves several steps to ensure the data is suitable for training AI models. Here are some common methods:
Field Recording: This involves capturing audio data in real-world environments using portable recording devices. Field recording is essential for collecting diverse audio samples that reflect real-life scenarios, such as different accents, dialects, and background noises.
Crowdsourcing: Platforms like Amazon Mechanical Turk enable the collection of audio data from a large and diverse group of people. Crowdsourcing helps gather varied audio samples quickly and cost-effectively.
Synthetic Data Generation: In some cases, synthetic audio data is created using text-to-speech (TTS) technologies. While not a replacement for real-world data, synthetic data can supplement datasets and help in training models where data scarcity is an issue.
Collaboration with Institutions: Partnering with academic institutions, research organizations, and private companies can provide access to large volumes of high-quality audio data.
Applications of Audio Data Collection
The applications of audio data collection are vast and span across multiple industries. Here are a few notable examples:
Healthcare: Audio data is used to develop diagnostic tools that can analyze sounds such as coughs, heartbeats, and breathing patterns. These tools can assist in early detection of diseases and monitor patient health remotely.
Automotive: In the automotive industry, audio data collection helps in developing advanced driver assistance systems (ADAS) and in-car voice assistants. These systems improve safety and provide a seamless user experience.
Customer Service: Companies use audio data to train AI models for customer service applications. These models can understand and respond to customer queries, providing efficient and accurate support.
Entertainment: In the entertainment industry, audio data collection aids in the development of music recommendation systems, audio search engines, and sound effects for movies and games.
Security: Audio data is used in security applications such as surveillance, where sound detection algorithms can identify unusual noises and alert security personnel to potential threats.
Challenges in Audio Data Collection
Despite its significance, audio data collection faces several challenges:
Privacy Concerns: Collecting audio data often involves recording personal conversations, raising privacy issues. Ensuring data anonymization and obtaining consent is critical to address these concerns.
Data Quality: High-quality audio data is essential for effective model training. Background noise, low-quality recordings, and inconsistent audio samples can hinder the performance of AI systems.
Language and Accent Diversity: For global applications, collecting audio data that encompasses various languages, accents, and dialects is challenging but necessary to ensure inclusivity and accuracy.
Conclusion
Audio data collection is a cornerstone of modern AI development, enabling advancements in speech recognition, NLP, and sound analysis. As technology continues to evolve, the importance of high-quality and diverse audio datasets will only grow. Overcoming the challenges associated with audio data collection will pave the way for more intuitive, efficient, and human-like AI systems, transforming how we interact with technology in our daily lives.
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jcmarchi · 2 days ago
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Unlock the other 99% of your data - now ready for AI
New Post has been published on https://thedigitalinsider.com/unlock-the-other-99-of-your-data-now-ready-for-ai/
Unlock the other 99% of your data - now ready for AI
For decades, companies of all sizes have recognized that the data available to them holds significant value, for improving user and customer experiences and for developing strategic plans based on empirical evidence.
As AI becomes increasingly accessible and practical for real-world business applications, the potential value of available data has grown exponentially. Successfully adopting AI requires significant effort in data collection, curation, and preprocessing. Moreover, important aspects such as data governance, privacy, anonymization, regulatory compliance, and security must be addressed carefully from the outset.
In a conversation with Henrique Lemes, Americas Data Platform Leader at IBM, we explored the challenges enterprises face in implementing practical AI in a range of use cases. We began by examining the nature of data itself, its various types, and its role in enabling effective AI-powered applications.
Henrique highlighted that referring to all enterprise information simply as ‘data’ understates its complexity. The modern enterprise navigates a fragmented landscape of diverse data types and inconsistent quality, particularly between structured and unstructured sources.
In simple terms, structured data refers to information that is organized in a standardized and easily searchable format, one that enables efficient processing and analysis by software systems.
Unstructured data is information that does not follow a predefined format nor organizational model, making it more complex to process and analyze. Unlike structured data, it includes diverse formats like emails, social media posts, videos, images, documents, and audio files. While it lacks the clear organization of structured data, unstructured data holds valuable insights that, when effectively managed through advanced analytics and AI, can drive innovation and inform strategic business decisions.
Henrique stated, “Currently, less than 1% of enterprise data is utilized by generative AI, and over 90% of that data is unstructured, which directly affects trust and quality”.
The element of trust in terms of data is an important one. Decision-makers in an organization need firm belief (trust) that the information at their fingertips is complete, reliable, and properly obtained. But there is evidence that states less than half of data available to businesses is used for AI, with unstructured data often going ignored or sidelined due to the complexity of processing it and examining it for compliance – especially at scale.
To open the way to better decisions that are based on a fuller set of empirical data, the trickle of easily consumed information needs to be turned into a firehose. Automated ingestion is the answer in this respect, Henrique said, but the governance rules and data policies still must be applied – to unstructured and structured data alike.
Henrique set out the three processes that let enterprises leverage the inherent value of their data. “Firstly, ingestion at scale. It’s important to automate this process. Second, curation and data governance. And the third [is when] you make this available for generative AI. We achieve over 40% of ROI over any conventional RAG use-case.”
IBM provides a unified strategy, rooted in a deep understanding of the enterprise’s AI journey, combined with advanced software solutions and domain expertise. This enables organizations to efficiently and securely transform both structured and unstructured data into AI-ready assets, all within the boundaries of existing governance and compliance frameworks.
“We bring together the people, processes, and tools. It’s not inherently simple, but we simplify it by aligning all the essential resources,” he said.
As businesses scale and transform, the diversity and volume of their data increase. To keep up, AI data ingestion process must be both scalable and flexible.
“[Companies] encounter difficulties when scaling because their AI solutions were initially built for specific tasks. When they attempt to broaden their scope, they often aren’t ready, the data pipelines grow more complex, and managing unstructured data becomes essential. This drives an increased demand for effective data governance,” he said.
IBM’s approach is to thoroughly understand each client’s AI journey, creating a clear roadmap to achieve ROI through effective AI implementation. “We prioritize data accuracy, whether structured or unstructured, along with data ingestion, lineage, governance, compliance with industry-specific regulations, and the necessary observability. These capabilities enable our clients to scale across multiple use cases and fully capitalize on the value of their data,” Henrique said.
Like anything worthwhile in technology implementation, it takes time to put the right processes in place, gravitate to the right tools, and have the necessary vision of how any data solution might need to evolve.
IBM offers enterprises a range of options and tooling to enable AI workloads in even the most regulated industries, at any scale. With international banks, finance houses, and global multinationals among its client roster, there are few substitutes for Big Blue in this context.
To find out more about enabling data pipelines for AI that drive business and offer fast, significant ROI, head over to this page.
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detectivehole · 1 year ago
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i absolutely love playing with the data visualizations on citizen dj and creating what is to other people apparently auditory sensory hell but to me is the correct amount of noise anything should make. please try it
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gts-ai · 10 months ago
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Unlock the full potential of AI by harnessing the power of sound. High-quality audio datasets are the foundation for groundbreaking innovations in speech recognition, voice assistants, and more. By using diverse and meticulously curated audio data, your AI models can achieve superior accuracy and responsiveness. At GTS.ai, we specialize in providing the audio datasets that drive AI advancements, enabling your systems to interact more naturally and effectively with users. Elevate your AI projects with the sound data they need to innovate and succeed.
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Engaging Communities: A Closer Look at the Big Backyard BioBlitz
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bonsubear · 2 months ago
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You're Dead Everywhere But Here │ Invincible Variants x Female! Reader x Mainstream Invincible │#2
#1, #2, #3
tysm for the comments on the previous post, it was a blast seeing the traction it got !! I hope update is satisfactory, decided to make this a full fic series so more to come
CW: OOC Cecil(?), mention/talks of suicide, violence, slight freakiness but eh not really
WC: 6,7k
@weaponxgames, @martinys-world, @lagataprrr, @lizurich, @katsukiswiife, @oxymorondemon, @sweetb3rry, @ashleeytrx, @pixviee, @pookiei-bookie, @cheesycheddarr
Cecil approached the big screens, his hands in his suit pockets as he narrowed his eyes. "Donald, what is this? What going on with now?" He asked, his voice stern but confused. The dots on the map indicate that multiple Invincible variants were gathered at one place—and you were smacked in the middle of it.
He had given orders to throw you out there in hopes to help the war effort, strapping you with an electric dog collar with a tracker embedded into it. With Evil Invincibles causing havoc all over the world, everything was getting stretched thin. He needed more manpower to pour into this war, and he wasn't against using a criminal to achieve that.
Cecil had seen multiple times you hold your own against their Invincible, hell, even had the upper hand a couple of times with how you left Invincible riddled with injuries.
Whatever reason why you chose to injure him than kill him wasn't something Cecil was going to do gymnastics to understand. Donald's running theory was that you more so enjoyed causing destruction than killing anyone. There's been times where you have, but they were so rare it's been assumed to be more of a 'last resort' thing for you when cornered.
Honestly, all of that didn't matter to him, you were still a destructive piece of shit at the end of the day.
But having collected data about you, he was confident that you could at least remove one or two of the evil variants when push came to shove. The 'shove' being a shock collar and the threat of never seeing daylight again.
Though it appears you were surrounded by four variants, and while you were one tough cookie, you should certainly be dead. There was one of you and four of them, it was a no brainer to guess who would lose. However, the blinking green dot on the screen indicated you were alive and well.
"It seems like they're not fighting her. She's been more of the aggressor so far, actually." Donald noted, pushing his glasses up. "She was fighting this one," He pointed at a red dot on the screen, "then these three showed up." His finger drifted to the other circles.
"Pull up the cameras around there." Cecil ordered, and Donald's fingers were quick on the keyboard to pull up the surveillance around the area.
A window appeared on the screen, and while the lens was cracked it was clear to see that you were surprisingly not beaten up and battered as he would expect. He watched you leap into the air, bolting through the sky and an Invincible dressed in a white uniform followed suit, the two of you becoming a blur in the distance.
An Invincible dressed in a similar fashion as Omni-man crossed his arms, speaking to the others. Whatever he said made the others upset, the one with a fully covered black mask shaking his head while the variant with the mohawk rolled his eyes as he stomped his foot.
"Is there no audio on this thing?"
"Nope."
"Great." Cecil popped his lips, his grainy voice filled with sarcasm. He continued to observe the three variants—they obviously didn't like each other, their body language tense and ready to pounce if one of them moved yet held the conversation anyway.
He squinted, trying to decipher what they could be discussing about. The men would occasionally glance over at the direction you had sped off to.
Donald spoke up. "I think they're discussing (Y/N)."
"(Y/N)?"
"(Y/N) (L/N) is Vandal's real name." Donald mentioned, looking over at Cecil. Vandal had become your nickname since you never proclaimed a villain identity for yourself. From the heaps of destruction and damage you caused to property before your capture, it was a fitting name. Albeit a little lazy.
He let out a sigh, turning around to step away. His mind was turning gears as he thought about you, his mind drifting to Mark who was still by Eve's bed side.
What he was thinking of was an... odd idea, but it couldn't hurt to give it a shot. Mark Grayson always held this odd air towards you. It was hard to not notice how he practically jumped at the chance to be the first to respond to a scene that had something to do with you, always butting heads with other superheroes that tried to respond first.
The weird behavior was subtle, but Cecil noted a few things.
Whatever harm that he'd inflicted would conveniently be places where it wouldn't hurt too badly.
You would always somehow end up escaping from his grasp after each fight. Even with how Mark had improved, you always seemed to run off.
When you were finally captured thanks to a G.D.A agent, Mark threw quite a fit.
"I had it all under control!" He yelled, glaring at Cecil with so much anger. Possessiveness seeped into his voice as he spat his words, and Cecil was taken aback with how worked up he was over you. "You guys didn't have to step in like that."
"Talking to her, throwing a couple of punches and letting her escape each time is not you having it 'under control,' Mark." Cecil rebutted. "She needed to be contained, and you were doing a lousy job at doing that."
"I was gonna—"
"If I had let this ridiculous method of yours play out, she would've continued to destroy more property. That means more tax dollars are being poured into rebuilding the constant messes she leaves behind." Cecil lectured, stern and logical. Not giving him a moment to defend himself. "That money is better off spent on better things, not Little Miss Vandalism."
His logic and common sense only seemed to fuel Mark's anger. Cecil paused, before releasing an exhausted sigh as he flickered his gaze away from Mark to stare at a wall.
He needed to calm him down, having him upset would get in the way of calling him for help. Cecil's eyes flickered back to Mark.
"Kid, she'll be in jail at the G.D.A. Fed, clothed, and away from being a menace." He continued, and he noticed how Mark seemed to become calm about you being fed and clothed than the fact your destructive habits would now come to a halt. "You can... even visit her."
"... I can?"
He was a little too happy to hear that, his anger completely evaporated.
"Yeah. After we deal with everything first, I'll authorize how many visits you want."
"I'm going to pay a visit to Mark. I'm sure he'd love to hear what his favorite villain is up to." Cecil turned his head to Donald who only stared, clear he didn't understand what telling Mark about this would achieve.
Without elaborating, he teleported with a flash of blue.
You took another glance behind you, the wind rushing past you. It howled in your ear as you met the intense stare of the evil variant in white. His features were unmoving as the wind pushed his hair and his eyes hard.
"Take a picture, it'll last longer!" You shouted. His eyes were unblinking as he was unresponsive to your words, and you just rolled your eyes as you tore your eyes off him.
Even though you would love to continue being in the air for longer, if you do it was evident he would catch up to you. With each glance he was inching closer and closer, and there were a number of things that would go against your favor if this White Invincible got ahold of you in the air.
You scanned up ahead, seeing a large building. The path you were on currently would've made you slam your head against a solid wall. Shifting to the right, you brought your arms to your head as you braced for impact.
The glass window immediately shattered as you rammed through it, different sizes of glass shards falling. You dodged the walls of the office floor, breaking through windows and passing by cubicles.
Breaking out of the other side of the building, the sunlight basked on you as you pushed yourself to be above the building. Not a minute later, the building vibrated widely as the sound of walls breaking filled the air.
You let out an amused scoff. He continued the flight path you were previously on and busted through the walls.
The white variant broke through the final wall, leaving a gaping hole on the side of the building. He looked to the left and right of him, searching for a sign in which direction you went.
"Up here!" You sang out, diving down with your hands raised together and joined together to make a ball. You brought it down, sending him flying downwards to the road. The Invincible's reflex was incredible, his arms quickly rising to protect his head before being slammed to the ground.
The harsh impact made a big crater on the ground, with him in the middle. The abandoned cars near the crash site began blaring, the headlights flashing crazy.
"You're strong." He flatly commented, his eyes gazing up at you as the dust settled. With Mohawk, his laugh lines were prominent and bold. Yet with this variant, his face was completely smooth with no form of wrinkles in sight.
His arms tingled from your attack, and he tilted his head. A corner of his lip raised slightly. "You were never strong in my dimension."
"Does that burst your bubble, Whitey?" You fake whined, copying the tilt of his head as you stared down at him. "Disappointed I'm not a damsel in distress? Not the perfect little girlfriend for you?"
"I'm not disappointed." He shook his head. "You were always perfect, (Y/N). Perfect for me and I made Viltrum perfect for you. You're still perfect, no matter the differences across universes." He replied, hovering towards you. There was a deep-rooted longing in his eyes.
You gritted your teeth as you heard his monologue. You hated how he was speaking to you as if you were the version he knew personally. It was already becoming insufferable.
"I've missed you, my wife. The spot I carved out for you remains empty since the day I lost you." He whispered, looking like a battered dog lost without its owner. "You miss me too."
"Is that a question or a command?" You rolled your eyes. "I'm not her. Do you hear yourself?"
"You are her."
"I'm not. And I'm going to put that through that thick skull of yours." You didn't hesitate to dash towards him, your hand grabbing a hold of the top of his head as you slammed it down—the back of his head hitting the cracked concrete of the crater.
You dug your nails inside his scalp, lifting it and smashing it back down repeatedly. The hole inside the ground deepened as you continued.
Viltrumite Mark let his head be slammed against the pavement, your fingernails digging inside his scalp. The dulling pain at the back of his head ached at him, but he didn’t care. How long has it been since he last felt your touch? How long has it been since you committed suicide? How many long nights did he go without you?
It’s been so long since he felt your fingers through his hair. The throbbing pain didn’t mean anything with the sensation of your hand holding him. It was always blissful when he would come back to you after having to deal with the responsibilities of the Viltrum Empire, welcoming him home with open arms.
Oh, how he loved laying his head on your stomach while you massaged his head—running your delicate fingers through his hair as you asked all sorts of questions. Usually about what he did, Viltrum, and what was happening outside the walls of the home you two shared. Mark didn’t like to think about the outside world when he was inside the haven of the bedroom, but indulging in your curiosity was always cute and made you happy.
You were also eager, albeit more than he liked, to learn any updates about Earth. Even if it was something minor, you always liked hearing about the planet you once lived on. Sometimes you'd ask if you could "finally go out" and be somewhere else on Viltrum beside the house, even hinting the idea to go visit Earth—but Mark always shot it down.
He guessed he understood in some capacity why you would ask that, it was natural for any species to think about home and long to go back to it. Though, that doesn't mean Mark didn't find it ridiculous—you shouldn't want to go back to Earth even for a visit. Viltrum is your home now and a much better suited place for you because he was here.
Mark would've granted permission for you to walk around Viltrum alone, but when you had first arrived at this planet you had such antsy feet. You would go run off, trying to escape from the planet and it was always a hassle to bring you back. You could've gotten into danger and if he hadn't been alerted each time you ran off and arrived at the nick of time. You could've hurt yourself.
You cried, you begged, and you pleaded whenever you were caught. It hurt to see you like that, he couldn't bare for those situations to happen anymore so he had momentarily removed those privileges.
He was going to give them back, he swore he would've at one point. However, he hadn't noticed so much time had passed.
For him, it seemed so short—while for you it had been excruciating years. You couldn't take it anymore; Mark's monopolization was suffocating.
So, one day when Mark arrived back home after a mission, your lifeless boy awaited him. Pale, empty, and unresponsive—but free.
For what happened, Viltrum Mark will let you hurt him as punishment for being such a neglectful husband. Being pummeled was what he deserved for being forgetful.
You go of your hold of the white variant's head, snatching a hold of his arm and standing up. You lifted him off the ground only using the arm you had just grabbed, throwing him at the loud line of cars. During the process you had twisted his arm, causing him to wince as he felt his bone dislocate before he collided with the line of blaring vehicles.
The obnoxious honks stopped, and you huffed as you straightened your back. You sneered in disgust as you realized a small smear of blood that made its way to your fingertips, being quick to wipe it on your clothes.
However, in the blink of an eye, a white flash appeared before you. Arms wrapped around your torso, and you were shoved into a wall.
As soon as your back hit the wall, you grunted, the wind being knocked out of you. You felt the Invincible nestle his face to your stomach, his arms tightening around you and you shrieked.
Even though there was a clothing barrier between your bare skin and his face thanks to the prison uniform the G.D.A had you worn, it was thin. This act was clearly intimate, and you flushed in anger as he was taking an opportunity to feel you?
“Get off of me you bastard!” You demanded, using your elbow to dig inside his back, striking down rapidly.
His grip loosened with each hit but would recover, returned to holding you. With how hard you were hitting, it was a guarantee there would be multiple splotches of bruises stretched along his back, the muscles soon to have developing colors of purple.
You repositioned your elbow that was nearest to his twisted shoulder, slamming it. A grunt howled from the variant’s throat, his arms untangling from your waist. He fell to the ground, on his knees as he hurriedly grabbed his shoulder—popping the dislocated shoulder back in place.
He picked himself up, swiping at your shin. Caught off guard, you wobbled and the viltrumite didn't waste time to place your leg on his shoulder—the one that he had corrected the displacement of the bone—and leaned forward to you.
Being off balanced and your leg being pushed up with your back against the cracked wall, you slid down. His height towered over you as you were in a compromising position. You cursed, your hands reaching behind you to grip the wall.
"That was enough to atone for my neglectful mind. Your death alone already served as punishment for how blind I was towards time." He spoke, staring down at you. A small line of blood traveled from his scalp to the back of his neck. "I'll be a much better husband for you, I swear to it, (Y/N)." the Invincible breathed out, turning his head to your leg that was lifted to his shoulder.
Even though his voice was monotonous, there was a scratch of pleading behind his voice. He said it in hopes you'll believe it and in turn that he himself would believe he'll actually be better towards you.
It wasn't hard to piece together that whatever happened to his version of you, you had died, and he played a role in it.
He exhaled; his lips parted slightly as they were just centimeters away from your leg.
“You can’t be a better one if she’s dead.”
“Don’t say that.” He snapped, pushing your leg further up, making you suck in a breath. “You’re right here. Even if you don’t remember me that doesn't mean you can't be my wife once again.“ The grip he had on your raised leg was firm, and his hand snaked up to your knee.
His hand squeezed, feeling the muscles and bone. "I'll take you back home. Back to Viltrum. Back with me."
Your breath hitched, the mention of being taken to another place caused goosebumps to crawl all over your skin. The fully masked Invincible had mentioned something about bringing you 'home’ as well, and now this one mentioned taking you somewhere else too.
Something nagged at you that this would be a pattern among the other copies—and your survival instincts screamed at you to not let any of them take you. You were better off dead than with any of them.
"I will rather die like her than ever go anywhere with you." You spat; venom laced with each word. "Whatever way she went was probably a blessing in disguise." You smirked, watching how his eyes dulled at your taunt.
Clenching your jaw, you wheeled your head forward and then slammed it behind you. The building shook behind you, cracks branching out from the point of origin. You used the back of your head to hit it once more, pooling all your strength together.
The thick wall crumbled, and no longer being shoved against a wall you wrapped the leg that was on his shoulder around his neck and your other leg around his torso, seizing his whole body and throwing him over you.
The viltrumite burst through the multitude of walls, making the building unstable. Sounds of the building cracking and falling apart filled the air, the structure collapsing. You scrambled to run, the building collapsing in your direction. Though your foot slipped on a piece of debris, causing you to trip onto the ground.
Whoosh!
The office building collapsed, and you blinked. You were looking down at the collapsed structure that once stood tall now closer to the ground than ever.
Your legs dangled in the air, and your eyes traveled to your chest as there was an arm was slung underneath your breasts—holding you loosely.
"Ha! Now that was a funny sight to watch. You really got some sweet upgrades to you—fun." He commented, pointing out the superhuman strength you possessed, a dangerous edge embedded with his words. You whipped your head around, an Invincible with a black and yellow suit grinned wildly at you.
Sinister Mark looked deeply in your eyes as he used his exceptional hearing to focus on your heart. He had memorized the way your heartbeat, pumping blood through your system. It was a window for him to decipher how you really felt at any given moment, and listening to the beating organ was like music to his ears.
He hated how he missed it. He hated how he immediately recognized it from a miles away. He hated how his ears subconsciously trained itself to zone in on that beautiful beating heart of yours, your heart so distinct that it was a melody that drew him out.
He hated that he came as quickly as he can at the first beat, knowing that it was you. This dimension's version of you, anyway.
"Another one?" You snarled, not happy to see another variant.
This dimension's version of you was feisty, just like his—though more powerful considering you did some damage to Viltrum Mark having watched from afar. Though he didn't pay much attention to that guy, more swooped up on the fact he was on cloud nine with how he was able to hold you like this again.
He let out a deranged laugh, throwing his head back. "Ha! Ha-ha! I forgot how much better you felt with your flesh still intact." He laughed, rearing his head back to shove his face to your cheek. "Soft, squishy—so much more different compared to your skeleton."
... Skeleton?
"Jesus, I went insane after I killed you." He took a large exhale, the memories of the temper tantrum he made after accidentally going too rough on you, breaking you, resurfacing.
Everyone and everything weren’t safe from his rampage, the rampage fueled with the rage of killing you. "I kept your body, watched the stages of your corpse bloat then decay—leaving the dry remains of your skeleton behind." He spoke of it with a smile on his face, but you felt the hand that was wrapped around you flinch, tightening.
"It wasn't as fun when you were alive, but it was still you, so I made do." He vaguely referenced, and your skin crawled at what he could possibly be implying. All sort of things popped in your head, and whatever you brain conjured may have been tamer than whatever this... thing did to his alternate version of you—dead or alive.
"I don’t have to know more to know you're a sick fuck."
"And I made you like it." He hissed, his hot breath hitting your skin. He tilted his head away, his eyes wandering to the electric collar around your neck. Cecil throwing you in this war and forcing you to work for him meant you were tough, and Mark was excited to see how exactly tough you were. "And I can do it again. Just this time, you won't be so easy to break.”
Cecil sighed as his eyes fell upon Mark Grayson still near Eve's bedside, having not moved an inch since the last time he saw him. Both of his hands were cupped onto Eve's hand that lay motionless on the bed.
"What do you want, Cecil?" His tired voice called out, not having to turn around to know that the old man was behind him. "I told you I wasn't working with you ever again."
"I heard that loud and clear, Mark." Cecil continued, "I figured you weren't against updates, though."
The young man merely stayed silent, his whole body language screaming that he didn't want to hear him speak anymore. Cecil grimaced, biting the inside of his cheek. The idea he had seemed like it wasn't going to work, only made up with a few clues then and there, but he was already here so it would be a waste to not try it.
"There's a lot happening out there. It's difficult to keep up with everything."
Mark stayed silent, unresponsive as his eyes were staring only at Eve.
Cecil carried on, "I had to come up with creative solutions to the issues of not having resources, people, superheroes to go out there and protect the world."
Mark stayed unmoving, not reacting an inch.
"Do you remember the criminal you helped capture? Vandal? —"
"It's (Y/N)." Grayson jolted, turning to look at Cecil with stern eyes. His hands were still on Eve's, though he noted the small pull away. "Her name is (Y/N)."
"That's interesting, I didn't find out until today that was their actual name." The older man was quick to point out, raising a brow. "How did you know that? Didn't care to share with the rest of us?"
Mark hesitated, his eyes flickering away from Cecil. "She told me it the first time we fought. Must've slipped my mind." He vaguely dismissed, clearing his throat.
He had accidentally crossed your path when he first started out his journey as Invincible. He was still getting a hang on things, training to be a great hero just like his dad.
It took him a little bit too long to register that you were a villain—a criminal that he should've jumped to stop as soon as his eyes laid on the path of destruction you caused without a care of who you hurt.
Then it took him even longer to move from his spot with how strangely enamored he was with you. Mark was overcome by this rush of attraction that he had subconsciously held his breath. If it weren't for his viltrumite make up, he would've passed out with how much oxygen he deprived from his lungs.
Did villains usually have this effect on heroes? Fascinated, interested, curious, enamored? (Mark later found out that no, villains did not have this effect—for whatever reason, it was only you).
Once he finally snapped out of it, he was quick to try and stop you. Though with how inexperienced he was with fighting and your brawniness, you won. Beaten to a pulp, his body was sore and tired as he laid on the ground, groaning from the punches.
"Ah—shit." A whine escaped his throat. Was being a superhero going to be this painful?
You crouched down to his level, eyeing his costume that hugged his body. "It isn't a good idea to jump at a girl wrecking the place while being a baby super." You commented, your eyes filled with pity. You didn't take amusement in practically beating up an infant. "Downright idiotic."
"Idiotic and invincible shares the same starting letter," he coughed, shifting to look at you but a sharp pain jolted up his spine. "Ah, that hurts—so I guess they go hand in hand." He let out a nervous smile, giddiness budding at the pit of his stomach as he wiped off the blood that had dried out his upper lip.
It's wrong to feel so... so excitedly nervous about how close you were. Sure okay, you got close so you could punch and throw him around while you two fought—but right now Mark had the time to take you in fully.
You snorted, a giggle jumping out your lips. You weren't expecting him to crack a joke like that while he was beaten to a pulp and wow—that giggle of yours was beautiful. That made his heart dance and his stomach sick with how many butterflies there were.
You quickly covered your laughter, rubbing a hand over your mouth. "Invincible is a stupid name."
"What's yours? We can compare."
"… I earned the name Vandal, it's a stupid name too." You shrugged, pushing yourself to stand.
He tried to sit up, though shots of pain riddled him to fall. He didn't want you to leave so quickly—not out of fear you would go back to destroying stuff but out of fear he may not ever see you again.
"Is there another name I can call you? I-I mean, I would like the villain who beat me up to at least like their name." Mark stuttered out, a strained smile on his face.
You eyed him, raising a brow. Unimpressed at his lame reasoning. "What kind of reason is that?"
"Uh, I—well you know, erm—" His cheeks flushed a baby pink.
You sighed, finding yourself pitying the new hero. "Fine." You’ll humor this. Giving you his name wouldn't hurt, besides even if he told others, it wasn't enough to track you down. “It’s (Y/N).”
"Hm. Okay. Moving on." Cecil hummed, not convinced. “I had her be taken out of her cell. She's out on the field."
Now that got a response out of Mark. He let go of Eve's hand, his body moving in the blink of an eye as he appeared in front of Cecil. It caught the older man by surprise, taking a hurried step back.
“What do you mean out in the field? She shouldn’t be out there. She’s supposed to be in a prison cell. She’s supposed to be safe. I remember you saying that she will be!”
“That was after this shitshow started. Prior arrangements had to be moved around and changed.” He defended himself, narrowing his eyes at how quick he was to anger when you were handled in a manner he disagreed with. This pattern of possessiveness he had over a criminal was wrong.
Cecil had chosen to ignore this, chalking it up to some petty rivalry over the fact you had beaten him a couple of times—but now it was clear as day that it was definitely way more than that.
Just how much more was what Cecil was curious about. He needed to see exactly what you meant to him and if he could use that for his own gain. “If she can handle fighting against you, then hell, she can certainly handle herself against one of those variants. I needed all the manpower I can get, and she was the perfect option.”
“That still gave you no right!” He screamed.
“It does when the guy who can go head to toe with those invaders out there won’t leave this goddamn room.” Cecil retorted.
“So—So what?! She can die, Cecil.” He huffed, his fists clenching at the idea you were out there in harm’s way.
“Why does that matter so much to you, Mark? What exactly is she to you for you to be worked over this? I don’t have to omnipotent to know she doesn’t give a damn about you—not a single thought. Yet you’re here caring for her as if you’re her friend.” He paused, “Are you?”
Mark hitched breath, a lump in his throat as he brought his hands to hold onto his face.
He hadn’t been able to stop thinking about you, and he knew that he shouldn’t be thinking about you as much as he should, but he couldn’t stop. His mind always wandered. Day and night without fail at some point his thoughts would be consumed by you, someone he barely knew anything about—someone that he shouldn’t be thinking of.
Mark tried to stay away from you—at least that’s what he told himself to make him feel better. He always jumped at the chance to go to you whenever you were back on your rampaging antics. Other heroes noticed, offering to take his place instead but he sternly refused.
He was territorial about being the one to stop you, being the one to fight you, being the one to be with you.
Mark told himself that he thought about you so frequently because of that pitiful ‘kindness’ you showed him at your guys’ first encounter. From that, you must be much better being a reformed criminal than a villain who took pleasure in seeing destruction.
 So, he tried to convince you to change your ways.
That’s what a superhero does, right? Not just help distressed citizens but everyone, even villains. He offered to help you lead a better life than the one you are right now, guide you how to use your powers for good rather than bad.
He also offered you companionship, friendship—a chance to have a deeper relationship than the close to nothing relationship you two currently had.
Though he was hurt every time you rejected him. Not hurt from the fact you rejected turning a new leaf but hurt that you rejected his friendship. Fine, you turned down being a good guy, but why turn him down?
Couldn’t you see that Mark ran to you each time? Couldn’t you see that he had got stronger, faster, better, each time you fought just to impress you? Couldn’t you see that he craved to know you more, the girl who he knew nothing about yet haunts him every day?
The bruises that you left on his body were the only thing you gave him that held a part of you—and he would stare at them in the mirror as he traced over them remembering the fists he came to memorize.
The bruises were the only thing you didn’t reject to give, and he hoped they never faded so he can carry the ghost of your touch on his body.
Mark Grayson tried to drop it—drop you. He was driving himself crazy over a stranger that wanted nothing to do with him. He tried tearing himself away from the idea of you, but he came back running whenever he heard you were out there.
Cecil voice snapped him out of his thoughts. “Well, Mark, are you?”
“No, we’re not friends.” He responded, his torn voice muffled by his hands.
“Then what is it? What is it ‘cause with how I’m seeing things no one should be caring about a stranger as much as much as you are right now.” Cecil bombarded, continuing to pile more questions on him relentlessly, pushing the boy’s buttons.
The half-viltrumite ran his hands to his hair, his fingers intertwining with his black locks as he let out an exhausted groan.
“Mark, say something. Say something Mark. For the love of God, fucking say something—”
“No! No, I don’t know her at all, I don’t mean anything to her! I’m not her friend. I’m nothing.” He snapped, his voice raised and shouting, his mouth running wild.  “That doesn’t mean that I don’t want her safe! That doesn’t mean I don’t care about her! That doesn’t mean I don’t want her.”
A tense silence fell on the room, the only sound was of the machines next to Eve’s bed.
“So that’s it. Your whipped for (Y/N).” Cecil finally broke the silence, scoffing in disbelief at what he had just discovered. “What twisted fascination do you have with her? A villain who never gave you the light of day, yet you hold this …” His face contorted, looking away from Mark. “I don’t even know what to call this. Sick? Twisted? Pathetic?”
“… Shut up. Just shut up.”
“Can’t do that because I’m not done talking.” He side eyed, “Your little crush is being jumped by multiple variants. Last I checked she ran, but got a suspicion it won’t be easy for her to get rid of them.”
Cecil felt himself slammed to the wall, the white collar of his shirt being tightly gripped. “What? Why didn’t you lead with that!”
“Sorry, kid, didn’t expect your type to be bad girls.” He grunted, staring into Mark’s brown eyes.
“Just tell me where she is.”
“Thinking of joining the fight now? Don’t want to stay here by Eve anymore? All I had to do was dangle something you can never have in front of your face to finally leave this room?”
Mark raised a fist and hit the wall behind the man he had pinned. “Tell me where (Y/N) is.”
Cecil dug his hand into his suit pocket, pushing an earpiece to his chest which Mark quickly caught. “Plug that in and Donald will tell you.” He stated. The grip Mark had on his collar loosened, pushing him aside as he went to grab his mask from the end of the bed.
As always, he comes running when he hears you’re out there.
"I am having a blast," This sinister version of Invincible smirked, his breathing heavy as he had you pinned to the ground. You made him work up quite a sweat, and he was getting quite thirsty. "You're so new, so fun, so entertaining, so enticing. I'm working up an appetite."
It felt like it has been ages since you were stuck fighting for your life against this man, but it has been only a couple of minutes.
Your face distorted in disgust. A hand of his was holding your two legs together so that you couldn't kick him away even though you were desperately trying to squirm your legs away from his tight grasp.
"Eat shit." You cursed, collecting the saliva that accumulated in your mouth and spitting it to his face—the wad of spit hitting the corner of his lips.
His smile faltered, before grinning again as he cooed at you. "That bitch of a mouth of yours needs work, though." Sinister Invincible parted his lips, his tongue licking the side of his face, collecting the saliva you had thrown at him and swallowing.
"You gross sick fu—hhmp!" You quickly got muffled as he had snaked his gloved fingers inside your mouth with his free hand, the taste of rubber filling your taste buds as you thrashed under his hold. You used your hands to scratch and slap his face, though that seemed to only entertain him further.
His fingers moved to feel your teeth, your tongue that tried to escape the taste of his gloves, and the soft as well as hard palate. You yelled muffled profanities, biting down on his fingers.
Your canine fangs broke through the rubber material of the glove, and he let out a small—was that fucking moan?—sound as that only served to give him more reason to push his fingers deeper down your mouth, his fingertips scooting to the entrance of your throat.
"Bite harder, cunt." He demanded, and you instinctively listened.
Your teeth pressed down on his skin, the bite breaking it as a metallic taste seeped into your taste buds joining the taste of the rubber gloves.
"Ouggh my god." Sinister Mark moaned; the pain brought by your fangs serving to be pleasurable. That hand he used to hold down your legs he shifted over to one, squeezing hard against the muscles and into the bone.
Crack!
"HHMP!" Your scream muffled into his glove, and you gagged soon after from his fingers hitting the back of your throat. The scratch and hits to his head were doing nothing to him, and you grimaced as your eyes darted around to find any way to get out of this.
You noticed how your broken leg wasn't immediately healing, like how it should be, and your eyes widen as you remembered the collar the G.D.A had placed around your neck. You had forgotten about it, and you closed your eyes as you knew what to do.
Your hands reached eagerly to the shock collar, digging your fingers between the metal and your neck as you began to tear away at it. It instantly began sending electricity through your body, riddling your body to the seizing and overwhelming pain that resembled the same sensation when you were hit with that gun. Your eyes opened, rolling to the back of your skull from the intensity.
You clenched your jaw as you continued to rip it from your neck, trying to keep your eyes open and not lose consciousness as the metal began to rip apart—the wires being revealed.
Whatever was sending the electricity was no longer contained to just your body, zapping in the air and reaching to the black and yellow Invincible that was on top of you.
The electrifying pain met him too, and he yanked his digits out of your mouth as the bolts traveled up to his entire body. You felt his weight lift off as you ripped the collar in two, gasping for air and rolling to your side.
Your body twitched as there was still electricity coursing through your body—and you felt an intense wave of exhaustion flood you.
No, I can't pass out, I need to get out of here. No, no—
You tried to resist, though black spots were already filling your vision as shapes and colors became a blur. Even then, you tried to crawl to distance yourself from the Invincible, but a sudden tight grip to your hair pulled you toward his direction.
"You disobedient bitch. Who told you to do that?" You heard a growl, the pull of your hair making you whine.
Your hair was suddenly released, feeling a strong gust of wind behind you as Sinister’s Mark voice off to the distance. You didn’t care to look back, trying to squint to see what was ahead of you.
Although your vision became increasingly blurry and you gagged from having his hand shoved down your throat a few seconds ago. You tried to sit up but failed, you head feeling heavy as it hit the ground.
You internally screamed to stay awake, but darkness hugged you. Before that however, you felt someone crouch next to you, a hand draped over your forehead as they said something to you. Whatever they said, you couldn’t tell, and you just prayed they were more of a friend than a foe another crazy Invincible.
sorry if this was boring, wanted to focus on Mainstream Mark in this one :P !!
Am I cray cray to think Sinister Mark loves dishing out and receiving pain
UMM anyway, we ignore how you can tell I’m new to writing action scenes tyyy 🫣🙈 oh also the plot holes shh
-bonsubear
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stellophiliac · 11 months ago
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how to build a digital music collection and stuff
spotify sucks aaaass. so start downloading shit!!
file format glossary
.wav is highest quality and biggest
.mp3 is very small, but uses lossy compression which means it's lower quality
.flac is smaller than .wav, but uses lossless compression so it's high quality
.m4a is an audio file format that apple uses. that's all i really know
downloading the music
doubledouble.top is a life saver. you can download from a variety of services including but not limited to apple music, spotify, soundcloud, tidal, deezer, etc.
i'd recommend ripping your music from tidal or apple music since they're the best quality (i think apple music gives you lossless audio anyway. .m4a can be both lossy and lossless, but from the text on doubledouble i assume they're ripping HQ files off apple music)
i also love love love cobalt.tools for ripping audio/video from youtube (they support a lot of other platforms too!)
of course, many artists have their music on bandcamp — purchase or download directly from them if you can. bandcamp offers a variety of file formats for download
file conversion
if you're downloading from apple music with doubledouble, it spits out an .m4a file.
.m4a is ok for some people but if you prefer .flac, you may wanna convert it. ffmpeg is a CLI (terminal) tool to help with media conversion
if you're on linux or macOS, you can use parameter expansion to batch convert all files in a folder. put the files in one place first, then with your terminal, cd into the directory and run:
for i in *.m4a; do ffmpeg -i "$i" "${i%.*}.flac"; done
this converts from .m4a to .flac — change the file extensions if needed.
soulseek
another way to get music is through soulseek. soulseek is a peer-to-peer file sharing network which is mainly used for music. nicotine+ is a pretty intuitive (and open-source) client if you don't like the official one.
you can probably find a better tutorial on soulseek somewhere else. just wanted to make this option known
it's bad etiquette to download from people without sharing files of your own, so make sure you've got something shared. also try to avoid queuing up more than 1-2 albums from one person in a row
tagging & organizing your music
tagging: adding metadata to a music file (eg. song name, artist name, album) that music players can recognize and display
if you've ripped music from a streaming platform, chances are it's already tagged. i've gotten files with slightly incorrect tags from doubledouble though, so if you care about that then you might wanna look into it
i use musicbrainz picard for my tagging. they've got pretty extensive documentation, which will probably be more useful than me
basically, you can look up album data from an online database into the program, and then match each track with its file. the program will tag each file correctly for you (there's also options for renaming the file according to a certain structure if you're into that!)
there's also beets, which is a CLI tool for... a lot of music collection management stuff. i haven't really used it myself, but if you feel up to it then they've got extensive documentation too. for most people, though, it's not really a necessity
how you wanna organize your music is completely up to you. my preferred filestructure is:
artist > album > track # track
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using a music player
the options for this are pretty expansive. commonly used players i see include VLC, foobar2000, clementine (or a fork of it called strawberry), and cmus (for the terminal)
you can also totally use iTunes or something. i don't know what audio players other systems come with
i personally use dopamine. it's a little bit slow, but it's got a nice UI and is themeable plus has last.fm support (!!!)
don't let the github page fool you, you don't have to build from source. you can find the releases here
click the "assets" dropdown on the most recent release, and download whichever one is compatible with your OS
syncing
if you're fine with your files just being on one device (perhaps your computer, but perhaps also an USB drive or an mp3 player), you don't have to do this
you can sync with something like google drive, but i hate google more than i hate spotify
you can get a free nextcloud account from one of their providers with 2GB of free storage. you can use webDAV to access your files from an app on your phone or other device (documents by readdle has webDAV support, which is what i use)
disroot and blahaj.land are a couple providers i know that offer other services as well as nextcloud (so you get more with your account), but accounts are manually approved. do give them a look though!!
if you're tech-savvy and have an unused machine lying around, look into self-hosting your own nextcloud, or better yet, your own media server. i've heard that navidrome is a pretty good audio server. i unfortunately don't have experience with self-hosting at the moment so i have like zero advice to give here. yunohost seems to be a really easy way to manage a server
afterword
i don't know if any of this is helpful, but i just wanted to consolidate my personal advice in one place. fuck big tech. own your media, they could take it away from you at any moment
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pillowfort-social · 1 year ago
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Generative AI Policy (February 9, 2024)
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As of February 9, 2024, we are updating our Terms of Service to prohibit the following content:
Images created through the use of generative AI programs such as Stable Diffusion, Midjourney, and Dall-E.
This post explains what that means for you. We know it’s impossible to remove all images created by Generative AI on Pillowfort. The goal of this new policy, however, is to send a clear message that we are against the normalization of commercializing and distributing images created by Generative AI. Pillowfort stands in full support of all creatives who make Pillowfort their home. Disclaimer: The following policy was shaped in collaboration with Pillowfort Staff and international university researchers. We are aware that Artificial Intelligence is a rapidly evolving environment. This policy may require revisions in the future to adapt to the changing landscape of Generative AI. 
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Why is Generative AI Banned on Pillowfort?
Our Terms of Service already prohibits copyright violations, which includes reposting other people’s artwork to Pillowfort without the artist’s permission; and because of how Generative AI draws on a database of images and text that were taken without consent from artists or writers, all Generative AI content can be considered in violation of this rule. We also had an overwhelming response from our user base urging us to take action on prohibiting Generative AI on our platform.  
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How does Pillowfort define Generative AI?
As of February 9, 2024 we define Generative AI as online tools for producing material based on large data collection that is often gathered without consent or notification from the original creators.
Generative AI tools do not require skill on behalf of the user and effectively replace them in the creative process (ie - little direction or decision making taken directly from the user). Tools that assist creativity don't replace the user. This means the user can still improve their skills and refine over time. 
For example: If you ask a Generative AI tool to add a lighthouse to an image, the image of a lighthouse appears in a completed state. Whereas if you used an assistive drawing tool to add a lighthouse to an image, the user decides the tools used to contribute to the creation process and how to apply them. 
Examples of Tools Not Allowed on Pillowfort: Adobe Firefly* Dall-E GPT-4 Jasper Chat Lensa Midjourney Stable Diffusion Synthesia
Example of Tools Still Allowed on Pillowfort: 
AI Assistant Tools (ie: Google Translate, Grammarly) VTuber Tools (ie: Live3D, Restream, VRChat) Digital Audio Editors (ie: Audacity, Garage Band) Poser & Reference Tools (ie: Poser, Blender) Graphic & Image Editors (ie: Canva, Adobe Photoshop*, Procreate, Medibang, automatic filters from phone cameras)
*While Adobe software such as Adobe Photoshop is not considered Generative AI, Adobe Firefly is fully integrated in various Adobe software and falls under our definition of Generative AI. The use of Adobe Photoshop is allowed on Pillowfort. The creation of an image in Adobe Photoshop using Adobe Firefly would be prohibited on Pillowfort. 
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Can I use ethical generators? 
Due to the evolving nature of Generative AI, ethical generators are not an exception.
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Can I still talk about AI? 
Yes! Posts, Comments, and User Communities discussing AI are still allowed on Pillowfort.
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Can I link to or embed websites, articles, or social media posts containing Generative AI? 
Yes. We do ask that you properly tag your post as “AI” and “Artificial Intelligence.”
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Can I advertise the sale of digital or virtual goods containing Generative AI?
No. Offsite Advertising of the sale of goods (digital and physical) containing Generative AI on Pillowfort is prohibited.
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How can I tell if a software I use contains Generative AI?
A general rule of thumb as a first step is you can try testing the software by turning off internet access and seeing if the tool still works. If the software says it needs to be online there’s a chance it’s using Generative AI and needs to be explored further. 
You are also always welcome to contact us at [email protected] if you’re still unsure.
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How will this policy be enforced/detected?
Our Team has decided we are NOT using AI-based automated detection tools due to how often they provide false positives and other issues. We are applying a suite of methods sourced from international universities responding to moderating material potentially sourced from Generative AI instead.
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How do I report content containing Generative AI Material?
If you are concerned about post(s) featuring Generative AI material, please flag the post for our Site Moderation Team to conduct a thorough investigation. As a reminder, Pillowfort’s existing policy regarding callout posts applies here and harassment / brigading / etc will not be tolerated. 
Any questions or clarifications regarding our Generative AI Policy can be sent to [email protected].
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globosetechnologysolutins · 11 months ago
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Understanding Audio Data Collection: Importance, Methods, and Applications
In the ever-evolving landscape of artificial intelligence and machine learning, audio data collection has emerged as a crucial component. This process involves gathering audio samples to train and enhance the performance of AI models, particularly in the realms of speech recognition, natural language processing, and sound analysis. As the demand for more intuitive and human-like interactions with technology grows, the significance of audio data collection cannot be overstated.
The Importance of Audio Data Collection
Audio data collection plays a pivotal role in developing systems that understand and process spoken language and sounds. Here are a few key reasons why it is essential:
Enhancing Speech Recognition: High-quality and diverse audio datasets are fundamental for training speech recognition systems. These systems, such as virtual assistants (e.g., Siri, Alexa), rely on accurate audio data to understand and respond to user commands effectively.
Improving Natural Language Processing (NLP): Audio data helps NLP models to comprehend and generate human language more naturally. This is crucial for applications like real-time translation, sentiment analysis, and voice-driven interfaces.
Sound Analysis: In various industries, sound analysis is critical. For example, in healthcare, audio data can be used to detect anomalies in heartbeats or respiratory sounds, aiding in early diagnosis and treatment.
Methods of Audio Data Collection
The process of audio data collection involves several steps to ensure the data is suitable for training AI models. Here are some common methods:
Field Recording: This involves capturing audio data in real-world environments using portable recording devices. Field recording is essential for collecting diverse audio samples that reflect real-life scenarios, such as different accents, dialects, and background noises.
Crowdsourcing: Platforms like Amazon Mechanical Turk enable the collection of audio data from a large and diverse group of people. Crowdsourcing helps gather varied audio samples quickly and cost-effectively.
Synthetic Data Generation: In some cases, synthetic audio data is created using text-to-speech (TTS) technologies. While not a replacement for real-world data, synthetic data can supplement datasets and help in training models where data scarcity is an issue.
Collaboration with Institutions: Partnering with academic institutions, research organizations, and private companies can provide access to large volumes of high-quality audio data.
Applications of Audio Data Collection
The applications of audio data collection are vast and span across multiple industries. Here are a few notable examples:
Healthcare: Audio data is used to develop diagnostic tools that can analyze sounds such as coughs, heartbeats, and breathing patterns. These tools can assist in early detection of diseases and monitor patient health remotely.
Automotive: In the automotive industry, audio data collection helps in developing advanced driver assistance systems (ADAS) and in-car voice assistants. These systems improve safety and provide a seamless user experience.
Customer Service: Companies use audio data to train AI models for customer service applications. These models can understand and respond to customer queries, providing efficient and accurate support.
Entertainment: In the entertainment industry, audio data collection aids in the development of music recommendation systems, audio search engines, and sound effects for movies and games.
Security: Audio data is used in security applications such as surveillance, where sound detection algorithms can identify unusual noises and alert security personnel to potential threats.
Challenges in Audio Data Collection
Despite its significance, audio data collection faces several challenges:
Privacy Concerns: Collecting audio data often involves recording personal conversations, raising privacy issues. Ensuring data anonymization and obtaining consent is critical to address these concerns.
Data Quality: High-quality audio data is essential for effective model training. Background noise, low-quality recordings, and inconsistent audio samples can hinder the performance of AI systems.
Language and Accent Diversity: For global applications, collecting audio data that encompasses various languages, accents, and dialects is challenging but necessary to ensure inclusivity and accuracy.
Conclusion
Audio data collection is a cornerstone of modern AI development, enabling advancements in speech recognition, NLP, and sound analysis. As technology continues to evolve, the importance of high-quality and diverse audio datasets will only grow. Overcoming the challenges associated with audio data collection will pave the way for more intuitive, efficient, and human-like AI systems, transforming how we interact with technology in our daily lives.
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kyeomic · 3 months ago
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i decided to upload my little baby svt file collection for everyone. its rly just a small random grab bag but i have access to some source files (basically meaning ts files so not screen recorded or watermarked, i will mark these as "source quality") + ive collected some concert recordings as well. enjoy.
!!! dont forget youre helping hybe finance the killing of palestinians when you give them money. consider donating to a palestinian child here. thank you
the links are hosted on gofile and WILL EXPIRE in about 2 weeks! you can send me an anon any time if you need me to reupload something, i want to share these files with as many people as possible! the only reason they'll expire is bc i can't afford permanent storage right now.
full list and links under the cut~ includes nana tour in the soup a selection of concerts some caratlands yadda yadda
❣️ stuff that will be added as soon as i get it: caratland 2025 both days no watermark + dokyeom focus cam, follow to japan fukuoka source quality
NANA TOUR source quality, 1080p, this is the full non-shortened weverse release!
IN THE SOOP Season 1 - source quality, 1080p, eng & spanish subs, this is the amazon version meaning it's shorter than the weverse release by 2 episodes. i don't have the full version in proper quality, if you do PLEASE dm me Season 2 - source quality, 1080p, eng subs, this is the full weverse release / ‼️ ATTENTION: for this one the audio and video streams are split but when you open the video file in VLC player you can simply add the audio stream in the settings. send me an ask if you need help with that!
CARATLAND 2024 - source quality, weverse release! 2024 - both days, both with multi and single cam each
CONCERTS
Right Here in Goyang - both days Right Here in Osaka - day 1 Follow Again Osaka - day 1 Follow Again to Incheon - day 2 CONCERT FILMS Follow Again to Cinemas 2024 - source quality Power of Love: The Movie 2023 - source quality Follow to Fukuoka 2023, source quality Ode to You in Seoul 2019 - source quality
OTHER PLACES TO DOWNLOAD FILES: therosebay 3cmgoogie dadeuthannie svt vlive archive
if you don't care about downloading files you can check out svtflix. it's an archive of almost every show, concert, documentary etc free to stream. and then there's also this old archive.
if you have high quality files you want to share please dm me!! i can store, upload & maintain links
some other resources: jdownloader - this program is the best for youtube downloads, not 4kdownloader!!! jdownloader also lets you download from a million other sites.. no limit no ads no scraping your data weversetools - to download wv lives
ok bye~
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wh1msic4lwasab1 · 9 months ago
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⋆⁺₊❅. “Give you...whatever you need!"⋆⁺₊❅.
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synopsis: being the captains assistant ;)
tags: lots of possessiveness, manipulation (?), power dynamics, dom capitano, vulgar, explicit, fingering, facefucking, begging, degradation, penetration, creampie, you get the gist
wrd cnt: 2.5k
a/n: doja cat pls release generous ( lyrics from the song as title) and my life is YOURS… also partly inspired by the azeru audio….
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Drip. Drip. Drip.
Droplets of a custom blend of his favorite drink, warm and slightly sweet hit the bottom of a porcelain cup.
It was just something you did, something you knew The Captain liked and as his assistant, routinely did.
This particular evening it was as if everyone in the nation needed you. A task, an errand, or just had to stop you in your tracks to his quarters for some idle chat.
It must have been several minutes longer than when he was expecting you, which was far too long to keep the Captain waiting; occupied against your will.
His tea was cold by now.
Finally, you ran over to his door. The runway-like carpet ending and small tiles lining the entryway to his office, guarded and sealed.
But you were a regular.
The guard knocked on the door, “Sir, your assistant has returned” he announced, waiting for an answer.
It took a few seconds, but you could hear a faint “Let her in”.
You sigh deeply and watch the giant doors open and shut behind you as you walk into the dimly lit room, only candles and small lamps lit across the table and crackling fireplace that remained behind The Captain’s seated body.
“Over and Over. I must have called you a thousand times? More or less.” He spoke, his voice clear even through the steel mask that adorned his face.
“I’m so sorry-“ You quickly respond, placing the cup on the edge of his desk and folding your hands together. “I got caught up with some others- a few harbingers as well needed my assistance.”
He straightened his legs, now standing in front of you, making you back up just slightly due to his large frame.
“It’s as if you’ve forgotten who you serve.” He said, the point of his gauntlet nail scratching the edge of your jaw and trailing down to your chin.
“Who kept you so long?” He asked, quickly adding “Never mind. Don’t tell me, I’d rather not know.”
You have trouble knowing where to look. Not wanting to cause any more trouble for yourself.
“Now that you’re here…maybe we should get started. You’ll probably need to stay overnight.” He mentioned.
You nod, agreeably to not seem like you’re eager to leave.
You sorted out all the intel Capitano had been collecting. There were piles of data, equipment, maps, and so much more. You were the only person he’d let touch them. It was common for you to stay late, as work never seems to dry out. It was also common for you to be whatever he wanted you to be. Errand runner, liaison…or his toy to let out his frustrations.
Everyone sees The Captain for what he puts on. Respectable and professional.
Most of the fatui honestly confess to enjoying working for him, as he has been much kinder than the others.
He can be, but he has his limits.
How can he be so kind to you when you’re late? You dared to keep him waiting.
“This is unlike you.” He says, noticing you yawn as you flip through the pages.
You blink your eyes a second too long, “Oh- I’m sorry I haven’t gotten much sleep, but I can keep working! Please don’t worry”. You assure.
“ I’m not worried, not for myself anyway.” He adds, kicking his feet up on the edge of the desk.
“Come here.” He urges you, forcing you to get off your small little table in the corner to his desk.
He flicks just one finger and you follow, taunting you to his lap.
“Yes- Captain?” You feel your throat get dry as you sit on his thigh, big enough to count as a seat.
“Is there anything…you need from me?” You ask, insinuating a more personal form of assistance.
He hikes his foot up higher on the table, creating a steep slope of his legs that drags you down and forces you into the crook of your lap, hands instinctively hitting his chest for balance.
“This isn’t for me. I think we need to wake you up.”
You felt a small shiver run up your spine when his hands landed on your hips, “How else will you finish all your work?” He adds.
You let out a small sigh as you felt his steel-clad fingers wrapping around your sides as if your ribs were now armored.
He slowly dragged them down your stomach, small points sliding down the sides of your thighs making you arch your back and grind onto his lap, earning a chuckle from him.
With swift motion, he grabs your throat; dropping his mask on the floor and letting it roll off somewhere.
Your body tenses, and you can see the most faint glimpses of his face; still hidden under the darkness of the room.
Deep and rich, he speaks to you, “Take off your clothes.”
Almost as if he’d conditioned your mind, you do so with no complaints.
He even helps, tugging up your shirt with the finger tip of his gauntlets as you pull it off. As your shirt falls to the floor, you stand before him in just your bra and skirt, your heart pounding in your chest. He doesn't waste any time, his hands moving to your back, deftly unhooking your bra with practiced ease. The straps slide down your arms, and your breasts spill free, bouncing lightly as they are finally released. His eyes darken as he takes in the sight of you, exposed and vulnerable.
"Good girl," he murmurs, his voice dripping with approval. "Now the rest."
You slip your skirt down, letting it pool at your feet, and step out of it.
You stand there, naked and vulnerable, your breath hitching as Capitano's fingers trace the curve of your hips. His touch is firm yet deliberate, each movement sending shivers down your spine. Shadows play across his muscular frame, making him appear even more imposing as he pulls you back onto his lap, each leg now dangling off his sides.
"Spread your legs," he commands, his voice low and gravelly. The steel in his tone leaves no room for disobedience.
You hesitate for a brief moment, but the intensity in his dark blue eyes compels you to comply. You part your thighs, positioning yourself in his lap. The heat between your legs is almost unbearable, a stark contrast to the cool air brushing against your exposed skin. He reaches out, his fingers brushing against your folds, another hand squeezing your breasts between his thumb and forefinger. You gasp, arching into his touch, your body betraying how much you crave his attention.
"Please..." you whisper, your voice barely audible, but he hears you.
He leans forward, his mouth closing around your nipple, suckling hard enough to make you cry out.
His teeth graze the tender flesh, sending waves of pleasure and pain coursing through you.
You grip his shoulders, your nails digging into the tough material of his armor, as he moves to your other breast, repeating the process. Each pull of his lips, each scrape of his teeth, makes you shudder, your body responding eagerly to his rough ministrations.
"Captain..." you moan, your voice breaking as he continues his assault on your senses and his gentle strokes around your inner thigh, purposefully ignoring your sensitive pearl.
He pulls back, leaving you panting and desperate for more. His eyes glint with satisfaction as he watches you struggle to catch your breath. "Turn around," he orders, his voice firm and commanding.
You obey, swinging your leg over and turning your back to him…well, it’s more of him picking up your entire weight and shifting you into position.
As you automatically reach for the edge of the desk to steady yourself, he lifts himself off his seat, stepping close to your body, his presence looming behind you, his heat radiating against your bare skin. You feel his hands on your ass, squeezing the globes roughly, spreading them apart to expose your most intimate parts. Your breath hitches as you anticipate what's coming next.
"Look at you," he growls, his voice thick with desire. "So ready for me." He adds, flicking his arm down to release his hand from the gauntlet, thudding on the floor just as his last piece of equipment.
“Is this what you were thinking about in that little corner of yours?” He teases.
His fingers trail down, skin grazing the crease where your thighs meet your ass, dipping lower until they brush against your wet folds. You gasp, your knees buckling slightly as he slips one finger inside you, probing deeply. You clench around him, your muscles instinctively tightening, drawing him deeper.
"You're so, so wet," he murmurs, his finger sliding in and out of you, slowly building up speed. "Such a good girl."
Your head falls forward, your forehead resting on the cool surface of the desk as you ride out the sensations he's unleashing on your body. His cold finger flicks against your clit, making you jerk and whimper, your hips swaying involuntarily as you try to get more friction. "Beg for it," he demands, removing his finger and resting it on your hips.
"Please... Captain, please," you beg, your voice shaking with need. "I want more... I need you..."
He chuckles, the sound vibrating against your sensitive flesh. "Not yet," he says, "But soon."
You whine in protest, your body aching for release, but he grabs your hips.
"On your knees," he commands, his voice leaving no room for argument.
You drop to your knees, your hands trembling as you reach for his belt, unbuckling it quickly. You undo his pants, pushing them down to reveal his hardened length, already glistening with pre-cum.
You lick your lips, your mouth watering at the sight of him.
"Take me in your mouth," he orders, his hands gripping your hair tightly. "Show me how much you want it."
You obey, wrapping your lips around his throbbing cock, sucking gently as you take him deep into your throat. He groans, his hands tightening in your hair as you bob your head up and down, your tongue swirling around him with each pass. You can feel him twitching in your mouth, his hips thrusting gently to meet your movements.
"Fuck... yes," he mutters, his voice strained with effort. "Suck it like you mean it."
You redouble your efforts, taking him deeper, your throat convulsing around him as you gag slightly.
He tastes amazing, salt and iron, the essence of his power and dominance filling your senses. You hollow your cheeks, sucking hard as you stroke the base of his shaft with your hand, listening to the sounds of his grunts and moans above you.
"That's it," he praises, his fingers digging into your scalp. "Just like that... almost there...you’re working so hard"
His pace quickens, his thrusts becoming more erratic, his breathing heavy and labored. You know he's close, can feel the tension building in him, and you work harder, your jaw aching from the effort.
Suddenly, he lets out a low growl, his fingers yanking your head back as he comes, his hot seed flooding your mouth.
You swallow dutifully, licking him clean as he pulls out of your mouth, his chest heaving with exertion.
He looks down at you, his eyes dark with lust, and smirks. "Up," he commands, his voice still hoarse from his orgasm.
You do as told, standing up and facing him, your legs shaky from being on your knees for so long. He grabs your wrist, yanking you towards the desk, and pushes you onto it, your chest pressing against the cool wood. You gasp, your nipples rubbing against the rough surface, sending jolts of sensation through your body.
He kneels behind you, his hands roaming over your ass, squeezing and caressing the flesh before diving between your legs once more. His fingers find your drenched entrance, slipping inside with ease, pumping in and out with increasing speed.
You moan, your head falling back as his other hand circles your clit, rubbing it furiously.
"That’s it…keep making those sounds," he whispers, "So fucking wet for me. You need more, don’t you?”
You nod, unable to form words, your body consumed by the pleasure he's giving you. His rough hands continue to pleasure you, painting your ass red with just a single slap.
“Answer me.” He says, waiting for your begging voice before pressing his hard length into your ass.
“Yes- please….please Capitano.” You whimper.
You can almost feel the smirk that’s plastered on his face behind you. He lines himself up, his tip teasing your entrance, dipping just enough to coat himself in your slick arousal. You shiver at the contact, your body tensing in anticipation. Then, without warning, he presses forward, his cock sliding partway into your tight channel before pausing.
"Relax," he commands, his voice firm. "Give yourself to me completely."
You try to relax, breathing deeply, but the stretch is overwhelming. His hands grip your hips tightly, holding you steady as he begins to push deeper, filling you inch by agonizing inch. You bite your lip to stifle a cry, your muscles clenching around him as he forces his way inside.
"That's it," he whispers, his voice strained. "Take it all, my little slut."
Finally, after what feels like an eternity, he's buried deep inside you, his balls pressed against your ass. You gasp, overwhelmed by the sensation, by the fullness, by the sheer dominance of his presence within you. It's almost too much, but somehow, it's exactly what you need.
Capitano doesn't wait for you to adjust. With a low growl, he pulls back until only his tip remains, then thrusts forward again, his hips slamming into yours with bruising force. You cry out, your hands clutching at the desk for support as he claims you over and over again. Each thrust sends shockwaves of pleasure through your body, making your head spin and your vision blur.
"Fuck, you feel good," he grunts, his voice rough with exertion. "So tight, so perfect."
His pace quickens, his thrusts becoming more urgent, more desperate. He fucks into your at a monstrous pace, your body going limp. He picks you up, holding your neck firm from behind.
“Arch your fucking back.” He growls, roughly handling you into position. You can feel the tension building in him, the same tension that's coiling inside you, tightening with every thrust, every caress. You're close, so close, but he's not done with you yet.
He leans over you, his chest pressing against your back, his lips brushing against your ear. "Look at me," he commands, his voice a low rumble.
You obey, turning your head to meet his gaze. His eyes are wild, filled with lust and possession. He looks at you as if you're his world, his everything, and in this moment, you believe it.
"You're mine," he whispers, “Anytime another person- another damn harbinger calls for you- shit” He groans, “…tell them to fuck off. Captain’s order?” his voice thick with emotion. "Do you understand?"
"Yes, I will-!" you breathe, tears pricking at the corners of your eyes.
His hand slides down to your clit again, his fingers rubbing in fast, desperate circles. The added stimulation pushes you over the edge, and you scream his name as you come undone, your body convulsing around his cock. He follows right behind you, his release crashing over him like a tidal wave, filling you with his warmth.
You’ve never served Capitano with a cold cup of tea again.
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whimsic4alwasab1 ™ - do not copy, translate, modify, or claim any of my work as your own.
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digi-lov · 5 months ago
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— A Getting Into Digimon Master Post
▙▚ TOYS - ANIME - GAMES - COMICS & MANGA - NOVELS - CARDS ▞▟
I've been getting asked a couple times how to get into Digimon, so I figured I collect some posts and info in a master post!
Digimon is a multi media franchise, so there really is no one way to get into Digimon. But I hope this post can help people getting an idea what to look for.
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Digimon Card Sleeve Artwork by Tonamikanji
Shout ot to wikimon.net for a ton of the information, and to Digimon Basic - an amazing resource for Digimon material!
▙▚ DIGIMON WEB
As I mentioned, Digimon is a multi media franchise, and there is some content of just general Digimon lore on Digimon Web. There some fun facts to read up upon! There's also the official Digimon Reference Book / Encyclopedia online.
• Digimon Encyclopedia • Appmon Encyclopedia • Agumon Expert Research Profiles • Digimon Journal
▙▚ TOYS
So Digimon, or Digital Monsters, originally started as a virtual pet toy. I made a Post about this origin and relation to the Tamagotchi frachise before. ▞▟ Check it out here >>
Besides that, Digimon released many many "Digivice" toys tying into the animes, but also figurines and much more. I don't have nearly enough expertise to cover them in more details, but there is a LOT! You can check out the LCD Toy history on the official website, and even that doesn't cover all of it!
▙▚ ANIME
The first and second season of the anime, and the surrounding movies, share a continuity, but aside from that all seasons are self contained and you can watch whichever you want.
Notably, Adventure recently got newly released blu rays with japanese audio and english subtitles! ▞▟ You can get them at the Crunchyroll shop >>
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I know some people like the english dub, but personally, I honestly don't like it at all... I do really like the german dub, but I really recommend watching the Japanese version. It's my favorite and is considered canon.
Adventure: Digimon Adventure (Movie) (1999) •Digimon Adventure (Season 1) (1999-2000) Digimon Adventure: Our War Game (Movie) (2000) •Digimon Adventure 02 (Season 2) (2000-2001) Digimon Adventure 02: Hurricane Touchdown!! Supreme Evolution!! The Golden Digimentals (Movie) (2000) (Digimon the Movie is a super cut of all previous movies done by the dub team) Digimon Adventure 02: Diaboromon Strikes Back (Movie) (2001) •Digimon Adventure tri. (6 Movies or 24 Episodes) (2015-2018) Digimon Adventure: Last Evolution Kizuna (Movie) (2020) Digimon Adventure 02: The Beginning (Movie) (2023) [Digimon Adventure: (Reboot) (2020)] Tamers: • Digimon Tamers (Season 3) (2001-2002) Digimon Tamers: The Adventures’ Battle (Movie) (2001) Digimon Tamers: The Runaway Digimon Express (Movie) (2002) Frontier: • Digimon Frontier (Season 4) (2002-2003) Digimon Frontier: Revival of the Ancient Digimon (Movie) (2002) Savers/Data Squad: • Digimon Savers / Data Squad (Season 5) (2006-2007) Digimon Savers The Movie: Ultimate Power! Activate Burst Mode!! (Movie) (2006) Xros Wars/Fusion: • Digimon Xros Wars / Fusion (2010-2012) Appmon: • Digimon Universe Appli Monsters (2016-2017) Ghost Game: • Digimon Ghost Game (2021-2023)
▙▚ GAMES
Like the anime, Digimon games are almost all completely self contained. Essentially the only exception is a couple WonderSwan games centered around Ryo Akiyama. They're also almost all widely different! No Digimon game is truly like another! In the list below I put well known games in bold, and more obscure games, or the ones never released in the West in small. I also left out all "dead" mobile games.
· Digital Monster Ver. S: Digimon Tamers (1998) (Sega Saturn) [JP only] • Digimon World (1999) (PS1) · Digital Monster Ver. WonderSwan (1999) (WonderSwan) [JP only] · Digimon World: Digital Card Battle (1999) (PS1) [JP only] · Digimon Adventure: Anode Tamer & Cathode Tamer (1999/2000) (WonderSwan) (EN release "Veedramon Version") · Digimon Adventure 02: Digital Partner (2000) (WonderSwan) [JP only] · Pocket Digimon World (2000) (PS1) [JP only] > Pocket Digimon World: Wind Battle Disc (2000) (PS1) [JP only] > Pocket Digimon World: Cool & Nature Battle Disc (2001) (PS1) [JP only] • Digimon World 2 (2000) (PS1) · Digimon Adventure 02: Tag Tamers (2000) (WonderSwan) [JP only] · Digimon Adventure 02: D1 Tamers (2000) (WonderSwan Color) [JP only] ·Digimon World: Digital Card Arena (2000) (PS1) ·Digimon Tamers: Pocket Culumon (2001) (PS1) [JP only] ·Digimon Tamers: Digimon Medley (2001) (WonderSwan Color) [JP only] ·Digimon Park (2001) (PS1) [JP only] • Digimon Tamers: Battle Spirit (2001) (WonderSwan Color / GBA) > Digimon Tamers: Battle Spirit Ver. 1.5 (2002) (WonderSwan Color) [JP only] > Digimon Frontier: Battle Spirit / Battle Spirit 2 (2002) (WonderSwan Color / GBA) ·Digimon Typing (2001) (PC) [JP only] • Digimon Tamers: Battle Evolution / Rumble Arena (2001) (PS1) ·Digimon Tamers: Brave Tamer (2001) (WonderSwan Color) [JP only] • Digimon World 3 / 2003 (2002) (PS1) ·Digital Monsters: D-Project (2002) (WonderSwan Color) [JP only] ·Digimon Racing (2004) (GBA) • Digimon Battle Chronicle / Rumble Arena 2 (2004) (PS2 / GCN) • Digimon World X / World 4 (2005) (PS2 / GCN) • Digimon Story / Digimon World DS (2006) (DS) ·Digimon Savers: Another Mission / Digimon World Data Squad (2006) (PS2) • Digimon Story: Sunburst & Moonlight / Digimon World Dawn & Dusk (2007) (DS) ·Digimon Championship / Digimon World Championship (2008) (DS) ·Digimon Masters (2009) (PC) [Korea only] · Digimon Story: Lost Evolution (2010) (DS) [JP only; EN Fan Translation exists] · Digimon Story: Super Xros Wars Blue & Red (2011) (DS) [JP only] • Digimon World Re:Digitize (2012) (PSP) > Digimon World Re:Digitize Decode (2013) (3DS) [JP only; EN Fan translation exists] · Digimon Adventure (2013) (PSP) [JP only; EN Fan translation exists] • Digimon Story: Cyber Sleuth (2015) (PSV, PS4, Switch, PC) • Digimon Story: Cyber Sleuth Hacker’s Memory (2015) (PSV, PS4, Switch, PC) • Digimon World -next 0rder- (2016) (PSV, PS4, Switch, PC) · Digimon Universe Appli Monsters (2016) (3DS) [JP only] · Digimon New Century (2021) (Smart Phone) [CH only] • Digimon Survive (2022) (PS4, Switch, PC, XBO)
There's also a couple Fan Games I've been enjoying, that I want to shout out here:
• Digital Partner by Aludeku • Digital Tamers 2 by dragonrod342 • Digital Monster NET DRIVER by kuhamaven / Alice Studios
▙▚ COMICS & MANGA
Digimon has several comic or manga adaptations, some longer but many short promotional works for new releases.
Although there's way more older Manga, I will start with a list of modern Comics/Manga, as we have received a variety recently!
The big one right now is Digimon Liberator! I've been loving it personally. It's a full color web comic, so it has not normal page layout and instead is just scrolling. When it first released I made a post with my Spoiler Free Opinion on the Prologue and Chapter one! ▞▟ Check it out here >> Read Digimon Liberator on the Official Website, GlobalComix or Webtoon!
But Liberator is actually not the only comic currently running!! Thanks to the Digimon Comic project we have FIVE more ongoing series to check out on the official Digimon Web site!
• Digimon Rikollection by Okutsuwa Waga • Digimon Paradox by Minato Ayumu • Digimon Knuckles by Soda Ichigo • Story of the Royal Knights by Yabuno Tenya • Digimon Seekers ~Witch of the Crossroads~ by Kariki Hajime
If you read any of the comics above, show your support by answering the survey on the website!
• C'mon Digimon: The capering monster BUN (1997) (Author: Izawa Hiroshi | Illus: Yabuno Tenya | Publ: Shueisha - Akamaru Jump) • Digimon Adventure V-Tamer (1998-2003) (Author: Izawa Hiroshi | Illus: Yabuno Tenya | Publ: Shueisha - V-Jump) • Digimon Chronicle (2003) (Author: Shisheni Okorarana | Illus: Moriyama Soh | Publ: Bandai) • Digimon Next (2005-2008) (Author: Okano Takeshi | Publ: Shueisha - V-Jump) • Digimon Xros Wars (2010-2012) (Author: Nakashima Yuu | Publ: Shueisha - V-Jump) • Digimon World Re:Digitize (2012) (Author: Fujino Kouhei | Publ: Shueisha - V-Jump) • Digimon World Re:Digitize Encode (2013) (Author: Fujino Kouhei | Publ: Shueisha - V-Jump) • Digimon Story: Cyber Sleuth (2015) (Author: Fukuda Ikumi | Publ: Shueisha - V-Jump) • Digimon Universe Appli Monsters (2016-2017) (Author: Akamine Naoki | Publ: Shueisha - V-Jump) • Digimon Universe Appli Monsters: Appmon Academy!! (2016-2017) (Author: Hirose Katsuki | Publ: Shueisha - Saikyo Jump) • Digimon Story: Cyber Sleuth Hacker's Memory (2017) (Author: Akamine Naoki | Publ: Shueisha - V-Jump) • Digimon Chronicle X (2018-2020) (Author: Moriyama Soh | Publ: Shueisha - V-Jump / Digimon Web) • Digimon Dreamers (2021-2024) (Author: Yabuno Tenya | Publ: Shueisha - Saikyo Jump / Digimon Web)
▙▚ NOVELS
There two big web Novels of note for the Digimon franchise. Firs one is Digimon Seekers, which ran from 2023-2024 and consistes of 4 Chapters plus an Epilogue. You can read it on the official Website, but many fans noted the english translation being not great at certain points, so some dedicated fans edited the translation to fix the issues.
The second is Digimon Liberator, which is not simply a novel version of the web comic, but instead tells the story from the perspective of a different protagonist! From what I can tell, the translation for this one is better, although they sometimes mess up the card effects, so make sure to read the actual cards, which are included as pictures.
• Digimon Seekers: Official - Fan Edited Translation • Digimon Liberator: Official Website
▙▚ CARDS
Finally, what this blog is all about really, the Card Game. There have been many Digimon Card Games over the years, but I'm really only familiar with the current one. If you want to try learning it, there is a tutorial app in the Play Store, and a Rules video on the official YouTube channel that covers the essentials. There are also Fan made simulators to play online, with dedicated fan bases that you will surely find people to play with or show you the ropes!
If you just like the look of some of the cards, I encourage you to check the pricing on cards you got your eyes on. If the card isn't insanely diffcult to get and important for meta decks, you have fairly good chances to get some gorgeous cards for reasonable prices! I also collect Pokémon Cards, and let me tell you, the production quality of the Digimon Cards is leagues above.
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valtsv · 2 years ago
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i keep thinking about digital ghosts. or maybe digital hauntings would be a better term. the final messages shared between you and someone you no longer speak to, for whatever reason. a webpage, or blog post, or inactive profile on a social media forum that you still return to sometimes, no longer even hoping for something to have changed, just to remember, like returning to a grave year after year. video and audio recordings of people who've left your life that you play back over and over until the tape wears out. in the realm of the more fantastical, maybe a hologram that bears their likeness but only a pale, shallow imitation of their complexity, their personality, or an AI or other imperfect replica built on a lifetime of data collected from them that only reinforces their absence but is all you have left to remember (or replace until you forget the difference) them by. all these records that they existed that will inevitably only last as long as the technology that supports them takes to become obsolete, or the data corrupts and begins to break down, or the archives storing it are no longer hosted anywhere. you haven't cheated death, or the grief that comes with losing someone. you've just prolonged it.
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alexanderwales · 3 days ago
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Talking about AI with people who don't know about AI is always fun.
Guy: Yeah, an AI can write "apple", but it's never seen an apple.
Me: I mean, we have multi-modal models now, but I get what you mean.
Guy: What's that?
Me: Er, we have multi-modal models that are trained on text and pictures and video and audio. So they've "seen" an apple.
Guy: Wow, that's wild. But I guess they've never tasted or held an apple.
Me: I mean ... there is not, in principle, any reason you couldn't hook it up to sensors. There are artificial "tongues" used in food science and research that can "taste" things. Which is not the same thing as a human tongue, but you could, in theory, train a huge multi-modal neural net on a wide variety of taste inputs that were combined with auditory and visual inputs. They're not doing that, so far as I know.
Guy: A computer can hold and taste an apple?
Me: Yeah. I mean, the model could be trained on data, and then use tool hook-ins to control a robot arm with sensors, and then all the collected data could be used to train another model, which would, when writing about an apple, have associations between all its "senses" and so in some way would be able to describe an apple using different data streams. But I don't think that's what you meant when you said that.
Guy: No, it was. A computer can eat an apple. Huh.
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justivik · 1 year ago
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yandere! loser headcanons.
english isn't my first language.
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๋࣭ ⭑ yandere! loser who is part of the photography club while you are part of a school sports club. He met you when his group went to the gym for a photo shoot of all the clubs.
๋࣭ ⭑ yandere! loser who thought you were gorgeous and got nervous when he had to sit next to you, while you held your sports ball and he nervously held his camera.
๋࣭ ⭑ yandere! loser that after your first meeting he couldn't stop thinking about you and started looking for you all over campus almost every break. He would see you playing with your classmates or talking to your friends and gosh... your smile is beautiful!
๋࣭ ⭑ yandere! loser who started to have you as his muse in every photo shoot he did. His little crush on you turned into an intense obsession, he had to know more about you!
๋࣭ ⭑ yandere! loser that recapitulated all the data he had about you, such as full name, social circle, family, address and house number or even collected the garbage you threw away to keep it in his special folder for you.
๋࣭ ⭑ yandere! loser he thought about approaching you but he didn't know how to hold a conversation, he barely had any friends at school and you were the team captain along with you being popular. He doesn't stand a chance with you!
๋࣭ ⭑ yandere! loser that one day during the break between classes he was doing his history work until your presence invades his tranquility, your voice dominates his ears and your eyes manipulate his heart. You approached him to chat while waiting for your friends, you showed interest in his work and he was mesmerized.
๋࣭ ⭑ yandere! loser where after that conversation he started acting like a real creep
๋࣭ ⭑ yandere! loser started following you everywhere, trying to have a conversation with you even when you were with someone else. You thought maybe he wanted to be your friend and you let him continue with these attitudes until the actions went from distance to physical contact.
๋࣭ ⭑ yandere! loser who held your hand, was jealous when you spent more time with other people, hugged you without asking and take pictures of you without you noticing. You were patient with him even when everyone told you to report him to the principal.
He's not a weird kid! Maybe his display of affection is like this!
He literally has a folder with 450 pictures of you.
๋࣭ ⭑ yandere! loser start to be more and more present in your personal life. You find him in your favorite coffee shop, in the park where you always go to relax or even in the supermarket.
“Y/N! Nice to see you here. I didn't know you were coming here too.”
“don't you live about 40 minutes away from my house and this supermarket?”
๋࣭ ⭑ yandere! loser keeps watching you in your training sessions to the point that your coach has had to take him out because he was distracting your team with the sound of his camera.
๋࣭ ⭑ yandere! loser he's a good manipulator and blackmailer, he knows you feel bad about being rude to others or even excluding someone. you're so sweet! even he gets jealous when you are nice to someone else.
๋࣭ ⭑ yandere! loser He behaves desperately and may even have a panic attack when you are not by his side.
๋࣭ ⭑ yandere! loser that you have become so accustomed to his presence that you start calling him ''best friend'' (he thinks). You've let him into your room because your mother forced you to after he came to your house by surprise and introduced himself as ''a good friend coming over to make the history homework''.
๋࣭ ⭑ yandere! loser when you go to the bathroom, he steals some clothes and objects from your room to have it on his ''shrine''.
๋࣭ ⭑ yandere! loser has severe anger problems.
๋࣭ ⭑ yandere! loser always spamming you with messages, sending you audios and pictures of what he's doing.
๋࣭ ⭑ yandere! loser acts like a lost puppy by your side, following you around. He's pathetic and he knows it.
“I still can't believe how perfect you are!”
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lakecountylibrary · 11 months ago
Text
A behind-the-scenes look...
Music credit:
Lord of the Land by Kevin MacLeod (incompetech.com) Licensed under Creative Commons Attribution 4.0 license: https://creativecommons.org/licenses/by/4.0/ Source: http://incompetech.com/music/royalty-free/index.html?isrc=USUAN1400022
Video description and audio transcript continue under the cut:
[Description: A get ready with me video narrated by a library employee, comprised of several short scenes.
Narration: Get ready with me to open a local library. My day typically starts at 8:30 and first I turn on the lights. Simple, but essential in banishing the dark spirits from the stacks.
The narrator walks into the library and turns on the lights. Several shadowy figures disappear behind the shelves as the lights come up.
Narration: Next I head down to book up the computers. Libraries require a lot of data, so we always hack into a few government databases to provide top-tier reference work.
He logs into his computer and begins typing furiously, then turns to the camera with his hand on his chin and an intent look on his face.
Narration: After that, I tend to our Guardian Tree that protects the library from evil spirits like censorship and sentence fragments.
A shot of a tree in a large planter in the middle of the library.
Narration: It's been really into cozy mysteries lately, so we do our best to provide. Thank you, Tree Spirit!
The librarian lays out three cozy mysteries on the planter's rim, then bows to the tree with his hands pressed together.
Narration: Today's a bit special, since it's the monthly taming of the library bookworm. So I grab my Library of Congress blessed sword and my favorite cardigan - plus two to my AC - and head down to the dungeon.
The librarian reaches down to grab a sword and cardigan from under his desk. He shrugs on the cardigan then takes the sword into an elevator and walks through a basement hall lined with book boxes.
Narration: Down in the dungeon we've got lots of damaged items and overstocked James Patterson books to keep the worm sated. But sometimes extra care is needed. A well scourged dragon is the key to any good collection development policy. Thanks for hanging out. Tell us how your bookstore or library gets ready. Bye!
He pulls out the sword and prepares to leap into battle in a darkened room with a flowery, cheerful sign on the door reading Sorting Room. The video ends mid leap. /description]
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