#ai transcribe audio | Explore Tumblr posts and blogs

mariacallous · 11 days ago

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On Saturday, an Associated Press investigation revealed that OpenAI's Whisper transcription tool creates fabricated text in medical and business settings despite warnings against such use. The AP interviewed more than 12 software engineers, developers, and researchers who found the model regularly invents text that speakers never said, a phenomenon often called a “confabulation” or “hallucination” in the AI field.

Upon its release in 2022, OpenAI claimed that Whisper approached “human level robustness” in audio transcription accuracy. However, a University of Michigan researcher told the AP that Whisper created false text in 80 percent of public meeting transcripts examined. Another developer, unnamed in the AP report, claimed to have found invented content in almost all of his 26,000 test transcriptions.

The fabrications pose particular risks in health care settings. Despite OpenAI’s warnings against using Whisper for “high-risk domains,” over 30,000 medical workers now use Whisper-based tools to transcribe patient visits, according to the AP report. The Mankato Clinic in Minnesota and Children’s Hospital Los Angeles are among 40 health systems using a Whisper-powered AI copilot service from medical tech company Nabla that is fine-tuned on medical terminology.

Nabla acknowledges that Whisper can confabulate, but it also reportedly erases original audio recordings “for data safety reasons.” This could cause additional issues, since doctors cannot verify accuracy against the source material. And deaf patients may be highly impacted by mistaken transcripts since they would have no way to know if medical transcript audio is accurate or not.

The potential problems with Whisper extend beyond health care. Researchers from Cornell University and the University of Virginia studied thousands of audio samples and found Whisper adding nonexistent violent content and racial commentary to neutral speech. They found that 1 percent of samples included “entire hallucinated phrases or sentences which did not exist in any form in the underlying audio” and that 38 percent of those included “explicit harms such as perpetuating violence, making up inaccurate associations, or implying false authority.”

In one case from the study cited by AP, when a speaker described “two other girls and one lady,” Whisper added fictional text specifying that they “were Black.” In another, the audio said, “He, the boy, was going to, I’m not sure exactly, take the umbrella.” Whisper transcribed it to, “He took a big piece of a cross, a teeny, small piece … I’m sure he didn’t have a terror knife so he killed a number of people.”

An OpenAI spokesperson told the AP that the company appreciates the researchers’ findings and that it actively studies how to reduce fabrications and incorporates feedback in updates to the model.

Why Whisper Confabulates

The key to Whisper’s unsuitability in high-risk domains comes from its propensity to sometimes confabulate, or plausibly make up, inaccurate outputs. The AP report says, "Researchers aren’t certain why Whisper and similar tools hallucinate," but that isn't true. We know exactly why Transformer-based AI models like Whisper behave this way.

Whisper is based on technology that is designed to predict the next most likely token (chunk of data) that should appear after a sequence of tokens provided by a user. In the case of ChatGPT, the input tokens come in the form of a text prompt. In the case of Whisper, the input is tokenized audio data.

The transcription output from Whisper is a prediction of what is most likely, not what is most accurate. Accuracy in Transformer-based outputs is typically proportional to the presence of relevant accurate data in the training dataset, but it is never guaranteed. If there is ever a case where there isn't enough contextual information in its neural network for Whisper to make an accurate prediction about how to transcribe a particular segment of audio, the model will fall back on what it “knows” about the relationships between sounds and words it has learned from its training data.

According to OpenAI in 2022, Whisper learned those statistical relationships from “680,000 hours of multilingual and multitask supervised data collected from the web.” But we now know a little more about the source. Given Whisper's well-known tendency to produce certain outputs like "thank you for watching," "like and subscribe," or "drop a comment in the section below" when provided silent or garbled inputs, it's likely that OpenAI trained Whisper on thousands of hours of captioned audio scraped from YouTube videos. (The researchers needed audio paired with existing captions to train the model.)

There's also a phenomenon called “overfitting” in AI models where information (in this case, text found in audio transcriptions) encountered more frequently in the training data is more likely to be reproduced in an output. In cases where Whisper encounters poor-quality audio in medical notes, the AI model will produce what its neural network predicts is the most likely output, even if it is incorrect. And the most likely output for any given YouTube video, since so many people say it, is “thanks for watching.”

In other cases, Whisper seems to draw on the context of the conversation to fill in what should come next, which can lead to problems because its training data could include racist commentary or inaccurate medical information. For example, if many examples of training data featured speakers saying the phrase “crimes by Black criminals,” when Whisper encounters a “crimes by [garbled audio] criminals” audio sample, it will be more likely to fill in the transcription with “Black."

In the original Whisper model card, OpenAI researchers wrote about this very phenomenon: "Because the models are trained in a weakly supervised manner using large-scale noisy data, the predictions may include texts that are not actually spoken in the audio input (i.e. hallucination). We hypothesize that this happens because, given their general knowledge of language, the models combine trying to predict the next word in audio with trying to transcribe the audio itself."

So in that sense, Whisper "knows" something about the content of what is being said and keeps track of the context of the conversation, which can lead to issues like the one where Whisper identified two women as being Black even though that information was not contained in the original audio. Theoretically, this erroneous scenario could be reduced by using a second AI model trained to pick out areas of confusing audio where the Whisper model is likely to confabulate and flag the transcript in that location, so a human could manually check those instances for accuracy later.

Clearly, OpenAI's advice not to use Whisper in high-risk domains, such as critical medical records, was a good one. But health care companies are constantly driven by a need to decrease costs by using seemingly "good enough" AI tools—as we've seen with Epic Systems using GPT-4 for medical records and UnitedHealth using a flawed AI model for insurance decisions. It's entirely possible that people are already suffering negative outcomes due to AI mistakes, and fixing them will likely involve some sort of regulation and certification of AI tools used in the medical field.

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bitchesgetriches · 6 months ago

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Why we’re against AI as a writing tool

Sophisticated AI tools like ChatGPT are the result of systemic, shameless theft of intellectual property and creative labor on a massive scale. These companies have mined the data of human genius… without permission. They have no intention of acknowledging their stolen sources, let alone paying the creators.

The tech industry’s defense is “Well, we stole so much from so many that it kinda doesn’t count, wouldn’t ya say?” Which is an argument that makes me feel like the mayor of Crazytown. I don’t doubt the courts will rule in their favor, not because it’s right, but because the opportunities for wealth generation are too succulent to let a lil’ thang like fairness win.

I’m not a luddite. I recognize that AI feels like magic to people who aren’t strong writers. I’d feel differently if the technology was achieved without the theft of my work. Couldn’t these tools have been made using legally obtained materials? Ah, but then they wouldn’t have been first to market! Think of the shareholders!

We’re lucky to have the ability and will to write. We won’t willingly use tools that devalue that skill. At most, I could see us using AI to assist with specific, narrow tasks like transcribing interview audio into text.

At a recent industry meetup, I listened as two personal finance gurus gushed about how easy AI made their lives. “All my newsletters and blogs are AI now! I add my own touches here and there—but it does 95% of the work!” Must be nice, I whispered to the empty void where my faith in mankind once dwelt, fingernails digging into my palms. It’s tough knowing I’m one of the myriad voices “streamlining their production.”

I feel strongly that every content creator who uses AI has a minimum duty to acknowledge it. Few will. It sucks. I’m frothing. Let’s move on.

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remyfire · 2 months ago

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Much as it pains me to do, I must ask once more for a little bit of help to pay for Peach's medical care for this month.

Peach is my wonderful, beautiful, perfect, sassy, cuddly, loving cat. She's 12 years old, and a few months ago we found out that she is diabetic. I love her so, so much and I will do anything I can to keep her healthy and give her a wonderful life as she enters her senior years, but unfortunately the costs of caring for a diabetic cat are more than I can afford right now.

Thanks to the AI boom, the transcription industry is drying up because if there's one thing these things are good at, it's transcribing audio files. Work has been increasingly difficult to come by—I have yet to receive any for this week—and while I've been fortunate enough to have a handful of job interviews recently, I might not hear back about if I got a position until the end of September. And wouldn't you know it, but my credit card is just a hair away from maxing out.

Here's the current damage, which includes Peach's prescription food ($67), syringes ($19), and a fresh bottle of insulin ($133). Cats can have their diabetes go into remission, and if that happened then we would only need to maintain her diet, but in order to make that a possibility, I need to be meticulous about her care.

I've set up a Kofi goal here ($230 in order to cover PayPal fees) so you can see how much I still need for her cost of care. I know that this is a miserable time to ask for donations and that we are so fatigued on giving already, but I legitimately have no choice. Until I can find work somewhere, I desperately need help.

Reblogs are appreciated. And here's a video of her playing with a shoelace as thanks for taking the time to read this post!!

#fyi this is going to be queued up several times over the next few days and at varied times of day #so feel free to block the next tag if you would like to avoid seeing them #remy's donations #every time i have to make a post asking for donations i take psychic damage because of my level of pride but i'm working on it #i'm so grateful for all of the help you all have given me when i haven't been able to give anything back but fanfiction #i feel like i'm so so so close to getting a job and finally having things covered again but i'm still playing the damn waiting game #long post #fundraiser #mutual aid

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crimeronan · 1 year ago

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kitkat's dirt-cheap writing and editing services!

hello all! i'm kitkat, i'm a professional writer and editor who's been professionally writing and editing for well over ten years. as far as tumblr audiences go, though, i'm better known for my work over at ao3 elliptical.

the vast majority of my prior clients have dropped me for AI, and i need to build my freelancing base up again. so i've created a fiverr profile.

however, in order to get work on fiverr, you need good reviews. and before you have good reviews, you need to offer your services cheaply enough for people to take a chance on you.

so! i have some dirt-cheap offerings at the moment (11/14/23):

writing 500 words for $5

writing 1,100 words for $10

writing 1,700 words for $15

editing 1,000 words for $5, $10, or $15 (depending on how in-depth you go)

transcribing audio/video (price starts at $5 and depends on length)

my MAIN ask if you take advantage of the offer is to give me a five-star rating and nice review. if just a couple people here buy my stuff, i can show fiverr that i actually am good at my job. and then they'll show my profile to more people, and i can work up to a living wage!

quick faqs:

can i buy fanfic from you?

i cannot legally write fanfic for money. however, if there's a certain AU, relationship, character, prompt, etc., that you want to see, you can tell me (there should be a free-write space to explain what you're looking for when you order). then i can write you something that's "like" that, just with original names.

can i pay for you to edit/beta my fanfic or original fiction?

ABSOLUTELY, yes. just keep in mind that only the $15 tier currently includes in-depth comments and constructive feedback. with the $5 and $10 tiers, i'll happily proofread and check your grammar, but i won't have a ton of actionable feedback to give!

what's the copyright situation on this stuff?

you have the full rights to anything you buy from me on fiverr, forever. more in-depth explanation here!

i can't buy anything right now but want to support you. how can i do that?

it is 100% okay if you don't have money to spend (or simply don't wanna buy my writing)! one helpful thing you can do is favorite my profile, if you have a fiverr account. you can also make a fiverr account pretty fast if you have a gmail, but it is completely reasonable not to want to do that.

you can also reblog this post if you want! i think most of my potential audience for this already follows me..... but if anyone wants to sing my praises in reblogs, i definitely won't say no, LOL

#work tag #all of the listings are phrased in a very business-y way bc that's usually the type of client looking for content writers #but you can absolutely ask for writing/editing of creative work.#long post #anyway. i know i'm posting this at ass o'clock so i'll probably rb it a few times tomorrow

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pinene · 3 months ago

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What they should do is let AI pick out individual sentences or words of speech in a video and then feed those to a human contributor who transcribes them. this would make captioning really easy since the timing isn't something you have to nail, you just have to transcribe given snippets of video (though likely in the context of the larger video as that's important to transcription)

is this a thing? I hope it is. I'm imagining that it essentially plays you the video and then is like "okay what did that person just say?"

And I also think this would be a good example of human-AI synergy. Because it's much easier for machines to learn how to pick out human speech in an audio data stream, because data is the context they live in. But AI being able to exactly pick out the words someone's saying in a video? Completely out of its context. And it's tougher for humans to be pausing and playing and scrubbing the video to time captions, because we have to interact with data thru intermediary layers. But we can easily listen to the CONTEXT and TONE of the video and use it to pretty accurately transcribe what's being said. that should be our job !

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walks-the-ages · 2 months ago

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Sorry peeps, but if you're genuinely out here trying to defend generative Ai because you think anyone against it is "ableist" sorry not sorry you're not just getting unfollowed you're getting fully blocked along with the OP and who you reblogged it from lmao.

"most people angry about Nanowrimo allowing AI are just being loudly ableist!!! Generative Ai is a great tool for disabled people!! Everyone should be able to use it!"

Hmm, sorry, maybe you need to curate your dash some more like I just did by blocking you, but literally the ONLY people I've seen talking about Nanowrimo's AI stance are people who are actually disabled themselves who are pointing out how fucking shitty it is for Nanowrimo to defend themselves and their sponsor using AI (and possibly scraping your works to further train their AI) By using ~Disabled People~ in concept as a shield against criticism.

Many, many people have posts on here about how they are physically or mentally disabled and they would absolutely hate having someone belittle them by telling them the only way they can accomplish something creative like writing a novel is to have a Computer spit nonsense out into a word document, or generate a "masterpiece" digital image for them from a few words typed in...

Like.

If you actually care about disabled people, you wouldn't be advocating for generative AI to be used to erase their creativity by just letting a computer churn out crap.

If you can type in a prompt on an AI generator, you can type in a word processor to write your story.

Can't physically type at all?

Use speech to text,

or do an audio recording of your novel, and have someone transcribe it,

or use actual existing Closed Caption technology to transcribe it for you!

These are all accessible technology options that actually help disabled people be creative, not just tell an AI generator "hey write me a book about x"

Disabled people have been authors and artists for millennia.

Stephen Hawking used a combination of Predictive Text, eye-control cursors, and an infrared sensor mounted on his glasses that would detect if he was tensing or relaxing the muscles in his cheek, allowing him to scroll a virtual keyboard.

Somehow, I don't think the people championing generative AI actually care about "disabled people" when they try to insist that typing a prompt into a generator and having it churn out random slop is the solution to 'allowing disabled people to be creative' instead of actually giving them the various technology and accessibility tools that have been a thing for at least 25 years, like:

Eye-tracking software that allows you to type or paint on a computer screen (this is now at the point where people can play online video games with this software!)

Having any kind of smart phone set up with speech to text and a word processing app like Google Docs or a notepad app

Using basic sound recording apps to dictate your novel for later transcription

Using other body parts than your hands (or using prosthetics) to hold paint brushes, pens, markers, digital stylus, computer mouse, etc to make art with.

And so much more!

The real ableism here is when pro-AI bros try to insist that Disabled People, categorically, are incapable of being creative and accomplishing anything without a computer doing all the work for them by generating things based on millions of stolen works, and the complete erasure of all of the disabled artists who are here *now* and existed in the past, acting like they do not and never existed, all so that rich white ai bros can continue to flood reddit with "super cool badass art I just made" which is a nonsense amalgamation, and throw tantrums when artists start using programs like Glaze and Nightshade in an attempt to protect their art from those same predatory ai tech bros.

Technology is meant to help humans be creative, not steal our works and livelyhood by replacing writers and artists entirely, because all some rich guy has to do now is type in a prompt.

#anti ai #disability #ableism #Nanowrimo

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ukrfeminism · 1 year ago

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Submission! https://www.bbc.co.uk/news/uk-67123893

Victims of violent and sexual crimes are calling for court transcript costs to be cut after they were quoted "unaffordable" sums for them.

They told BBC Newsnight that charging thousands of pounds for copies of court hearings was "exploitative".

One rape survivor said she was quoted £7,500 for the transcript of her trial.

The Ministry of Justice (MoJ) said victims could ask a judge to order a transcript at public expense, but cases were not routinely transcribed.

"If the request is declined, the fee covers the considerable costs that come with writing up the audio recording of potentially weeks' worth of hearings," a MoJ spokesperson said.

Warning: This article contains details some readers may find distressing.

Juliana was raped by her former partner in 2020.

"He drugged me. He recorded the video of himself raping me and he actually played it back to me after waking me up," she said. "He then threatened to send the video to my 88-year-old father. That's when I reported him to the police."

Juliana's former partner was convicted by a jury at a trial, which lasted ten days.

She later wanted to revisit what had been said in court, but her request for a free copy of the transcript was rejected.

She was told provisions were only made in exceptional circumstances, such as in murder and manslaughter cases, but those circumstances were "not met in your application".

Instead, she was advised to contact one of the companies outsourced by the government to supply transcripts.

Acolad UK Limited quoted £7,459 for the transcription, Juliana said. The firm said the price was an estimate based on the length of the audio, which needed to be listened to by a transcriber.

"I just thought 'I can't afford this'. I had to stop working. My mental health was a mess," Juliana said. "Why do I have to pay for a service with data that is pertaining to me?"

The government's website says crown court hearings and those at civil and family courts are always recorded. Anybody can apply for a transcript of the proceedings.

It says victims will usually have to pay for the transcript, unless the court believes there are special circumstances. The final cost will depend on the size of the transcription, whether it's new or a copy, and other factors.

The court transcription service is outsourced to six companies in the UK, in a contract worth more than £17m.

BBC Newsnight found transcription costs at the six government-contracted firms varied from 80p per 72 words, to £1.71, for a 12-working-day transcription.

According to the government's guidance notes, Acolad UK Limited charges 80p per 72 words if the transcription is to be completed in 12 working days, which is listed as the cheapest turnaround option.

The company said pricing is based on the quantity of material to be transcribed, the level of urgency, and other factors.

"The sensitivity of the matter at hand - as in all legal and court proceedings - determines that use of AI-assisted tools is limited, and human expertise prioritised," Acolad said.

Crime victims have told BBC News that absorbing what is said in court can be incredibly difficult and traumatic, meaning they may have to rely on a transcription.

They argue having access to affordable transcripts allows them to go over the evidence and statements properly after cases have concluded.

According to the government, families in murder cases are entitled to free a copy of the judge's sentencing remarks following a conviction.

'People deserve closure'

But Claire, whose ex-partner tried to kill her in 2020, said she was still quoted hundreds of pounds by Acolad for a transcription.

"I was asleep and he cut my throat and then repeatedly stabbed me," Claire said. "I woke up to him trying to cut my neck."

Her former partner pleaded guilty to attempted murder and was sentenced to 18 years in prison. Because she had struggled to take in what had been said in the court hearing, Claire wanted to be able to read the judge's sentencing remarks.

She said she was not told a free copy could be requested from the court. Instead, she was advised to contact a transcription company.

Claire said the firm quoted her almost £300 to provide a transcript of the judge's sentencing remarks. "I was quite shocked," she said. "I was homeless, I'm not working, I'm disabled, and I really need this for my closure - and I wasn't able to get it."

She finally managed to get the transcript for free because somebody had already requested it and paid for the transcription work, which is standard procedure with all the companies.

"Some of the costs I've heard are astronomical, and these people deserve closure," Claire added.

London's Victims' Commissioner, Claire Waxman said the current system must "urgently change".

"Victims must be able to access accurate and timely transcripts, at no cost to themselves, to support their understanding and recovery, which is an essential part of their justice journey."

The Ministry of Justice said it was "incredibly rare for a victim to request a transcript of an entire trial" and it was more common for people to request the judge's sentencing remarks, which summarise the case against the defendant made at trial. It said that typically costs about £40.

If you've been affected by issues raised in this story, there is information and support available on BBC Action Line.

#Thank you!#articles #mvawg #law

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pixiecaps · 8 months ago

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Extra clips and vids. A section for the content that does not have individual albums.

Trying a Chip - January 29th, 2024

Baghera on DALS - March 9th, 2024

Fitpac Cosplay Kiss - March 15th, 2024

Bagi & Tina 🫶 - March 16th, 2024

Bagi’s Thank You to The Admins Transcribed - March 22nd, 2024

Bagi’s Message to Richas Transcribed - March 22nd, 2024

Bagi’s Message to Em - March 22nd, 2024

Bad’s Doctorrrr - Apr 1st, 2024

Bagi Audio Message - Apr 14th, 2024

Tina Dancing - May 19th, 2024

Mike Reading Bits Transcribed - May 27th, 2024

Mike Sings La Ingrata - May 27th, 2024

Missa Talking About Philza - July 4th, 2024

Roier in Pol’s Vlog - July 14th, 2024

As Vozes - July 25th, 2024

Mariana Melissa Shirt - August 12th, 2024

Mariana And Juanaflippa - August 12th, 2024

Ferreiro - August 30th, 2024

Ai Papai - September 5th, 2024

Lorena + Group - September 5th, 2024

Sabi Photobooth Vid (Twitchcon) - September 23rd, 2024

#archiving

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rameshseoblogger · 7 days ago

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Advanced SEO Techniques to Drive Organic Growth in 2024

Introduction In the competitive world of digital marketing, staying ahead in SEO requires more than basic on-page optimizations and link building. As search engines evolve, advanced SEO strategies become critical for maintaining and increasing visibility. This article dives into advanced SEO techniques to enhance your organic reach and keep you at the forefront of search engine results in 2024.

Optimize for User Intent: Beyond Keywords Understand the Four Types of User Intent: Informational, Navigational, Transactional, and Commercial. Craft content that addresses these specific intents.

Use Semantic Search & Natural Language: Google's understanding of language has improved, focusing on topics rather than exact keywords. Use synonyms and related terms naturally within content. Focus on Long-Tail Keywords: While short keywords are competitive, long-tail keywords often align better with specific user intent and are easier to rank for.

Advanced Content Structuring and Clustering Topic Clustering: Group related content into clusters with a central 'pillar' page. For instance, if you’re in digital marketing, a central "Advanced SEO Techniques" page can link to clusters on user intent, technical SEO, link-building tactics, etc.

Internal Linking Optimization: Strategically link cluster content back to the main page and vice versa. This structure signals relevance to search engines, boosting the authority of your core content.

Schema Markup: Implement structured data for rich snippets. Schema helps search engines understand the context, which can lead to enhanced visibility (like FAQ snippets or How-to sections).

Harnessing AI and Machine Learning for Content Strategy Use AI to Identify Content Gaps: Tools like MarketMuse, Clearscope, and SurferSEO analyze competitors’ content, helping you find and cover gaps. Leverage Predictive Analytics: Platforms like Google Analytics and other SEO tools can help predict trends. By focusing on future keywords and trends, you can stay ahead of competitors.

Content Personalization: With AI, you can deliver personalized content based on user behavior. Tailor CTAs and recommendations based on each user's interaction history.

Technical SEO Enhancements Site Speed Optimization: A fast site is essential. Use Core Web Vitals as a benchmark, and optimize images, reduce server response time, and implement lazy loading.

Crawl Budget Optimization: Ensure that only important pages are crawled by managing noindex tags and removing unnecessary pages (like duplicates).

Advanced Mobile SEO: With Google’s mobile-first indexing, having a fully optimized mobile site is vital. Test and improve responsiveness, mobile page speed, and usability.

Enhanced Backlinking Strategies Authority & Relevancy: Focus on getting links from high-authority, niche-relevant sites rather than generic links. Digital PR and Brand Mentions: Engage in PR campaigns that result in media mentions, which indirectly enhance SEO through brand visibility and trust.

Guest Posting 2.0: Instead of traditional guest posting, collaborate on in-depth studies or expert roundup articles, which naturally attract backlinks and add credibility.

Optimizing for Voice Search and Visual Search Voice Search SEO: Focus on answering “Who, What, Where, When, and How” questions directly. Optimize for natural-sounding, conversational phrases. Visual Search: Ensure images are optimized with descriptive, relevant filenames and alt text. Use image sitemaps to help Google discover your images. Rich Media Content: Video and audio content is becoming a major part of SEO. Hosting transcribed podcasts or adding video summaries can cater to different audience preferences.

User Experience (UX) Signals as a Ranking Factor Optimize Core Web Vitals: Google emphasizes page experience. Improving metrics like Largest Contentful Paint (LCP), First Input Delay (FID), and Cumulative Layout Shift (CLS) can improve rankings. Reduce Bounce Rate and Dwell Time: Engage visitors by enhancing readability and structuring content for skimming. Break up content with headers, bullet points, and visuals. UX Design and Interactivity: Create a seamless user journey with an intuitive, interactive, and easy-to-navigate website.

Focus on E-E-A-T (Experience, Expertise, Authoritativeness, Trustworthiness) Author and Site Authority: Create a detailed author bio and ensure content on your site is credible and reliable. Regularly Update Content: Fresh, accurate content is crucial, particularly in YMYL (Your Money, Your Life) niches. Build Trust Signals: Showcasing testimonials, case studies, and credentials can boost trustworthiness. Conclusion With Google and other search engines continuously refining algorithms, advanced SEO techniques are essential to remain visible and relevant. By focusing on user intent, optimizing your site structure, leveraging AI, and enhancing the user experience, you can maintain a competitive edge. Implementing these advanced SEO tactics will not only boost your search rankings but also improve your audience’s experience, leading to sustained organic growth in 2024.

This post can be further customized by adding more specific tips or examples, depending on your target audience and their familiarity with these advanced concepts. Let me know if you need adjustments or if you'd like more in-depth details on any of these sections!

#seo

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ephemerasnape · 7 months ago

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Just A Little Blood, Redux (Audio) 🔞🔞🔞

Finally redid this audio at long last. I replaced a lot of horrid "MC/You" sound effects with better ones from @rookwoodswife. I also made it slightly less nice. It's still not my best work but it's unique in its own way.

Rookwood gets ahold of you and punishes you -- with his wand and with his cock. RAPE "This is for Selwyn. Morgan. Travers. All the others you slaughtered without a thought."

Victor Rookwood x You/MC

DARK & DISTURBING THEMES

EXPLICIT AUDIO 18+

F!Listener / Rape / Torture / Daddy Kink / First Time / Loss of Virginity / Age Difference / Dirty Talk / Villain Diatribe / Dead Dove Do Not Eat / No use of Y/N or MC but you are MC

Transcript beneath the cut!

Rookwood: Crucio!

You/MC: Cries in agony

Rookwood: Where’s your ancient magic now?

Do you realize how many of my men you’ve killed, not to mention the goblin helm and dragon you stole? Or do you just kill so casually you've already lost count?

You/MC: Please, I’m sorry!

Rookwood: It’s far too late for apologies, little one. You’re gonna take whatever daddy wants to give you

You/MC: Whimpering,

the sound of a buckle being undone

You/MC: Cries in pain/surprise

sounds of skin slapping together rhythmically.

Rookwood: Aw sweetheart, I know it hurts, but you’re making daddy feel so good.

Just a little blood. Nothing a strong obstinate little girl like you couldn’t handle.

Groans Take it.

This is for Selwyn. Morgan. Travers. All the others you slaughtered without a thought.

For Rookwood Castle, my family home which you violated.

For Horntail Hall, all the lives lost there. All the poacher children you orphaned. This is nothing more than you deserve.

Fuck! Gods yes.

*Speed of slapping increases*

*Rookwood groans. Skin slapping together slows and stops.*

Mmm.. *heavy breathing*

*He lights a match, inhales*

Now that that unpleasantness is out of the way...

*exhales*

What am I to do with you?

---

Transcription courtesy of @berserkerrose - thank you!

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govindhtech · 11 days ago

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Open Platform For Enterprise AI Avatar Chatbot Creation

How may an AI avatar chatbot be created using the Open Platform For Enterprise AI��framework?

I. Flow Diagram

The graph displays the application’s overall flow. The Open Platform For Enterprise AI GenAIExamples repository’s “Avatar Chatbot” serves as the code sample. The “AvatarChatbot” megaservice, the application’s central component, is highlighted in the flowchart diagram. Four distinct microservices Automatic Speech Recognition (ASR), Large Language Model (LLM), Text-to-Speech (TTS), and Animation are coordinated by the megaservice and linked into a Directed Acyclic Graph (DAG).

Every microservice manages a specific avatar chatbot function. For instance:

Software for voice recognition that translates spoken words into text is called Automatic Speech Recognition (ASR).

By comprehending the user’s query, the Large Language Model (LLM) analyzes the transcribed text from ASR and produces the relevant text response.

The text response produced by the LLM is converted into audible speech by a text-to-speech (TTS) service.

The animation service makes sure that the lip movements of the avatar figure correspond with the synchronized speech by combining the audio response from TTS with the user-defined AI avatar picture or video. After then, a video of the avatar conversing with the user is produced.

An audio question and a visual input of an image or video are among the user inputs. A face-animated avatar video is the result. By hearing the audible response and observing the chatbot’s natural speech, users will be able to receive input from the avatar chatbot that is nearly real-time.

Create the “Animation” microservice in the GenAIComps repository

We would need to register a new microservice, such “Animation,” under comps/animation in order to add it:

@register_microservice( name=”opea_service@animation”, service_type=ServiceType.ANIMATION, endpoint=”/v1/animation”, host=”0.0.0.0″, port=9066, input_datatype=Base64ByteStrDoc, output_datatype=VideoPath, ) @register_statistics(names=[“opea_service@animation”])

It specify the callback function that will be used when this microservice is run following the registration procedure. The “animate” function, which accepts a “Base64ByteStrDoc” object as input audio and creates a “VideoPath” object with the path to the generated avatar video, will be used in the “Animation” case. It send an API request to the “wav2lip” FastAPI’s endpoint from “animation.py” and retrieve the response in JSON format.

Remember to import it in comps/init.py and add the “Base64ByteStrDoc” and “VideoPath” classes in comps/cores/proto/docarray.py!

This link contains the code for the “wav2lip” server API. Incoming audio Base64Str and user-specified avatar picture or video are processed by the post function of this FastAPI, which then outputs an animated video and returns its path.

The functional block for its microservice is created with the aid of the aforementioned procedures. It must create a Dockerfile for the “wav2lip” server API and another for “Animation” to enable the user to launch the “Animation” microservice and build the required dependencies. For instance, the Dockerfile.intel_hpu begins with the PyTorch* installer Docker image for Intel Gaudi and concludes with the execution of a bash script called “entrypoint.”

Create the “AvatarChatbot” Megaservice in GenAIExamples

The megaservice class AvatarChatbotService will be defined initially in the Python file “AvatarChatbot/docker/avatarchatbot.py.” Add “asr,” “llm,” “tts,” and “animation” microservices as nodes in a Directed Acyclic Graph (DAG) using the megaservice orchestrator’s “add” function in the “add_remote_service” function. Then, use the flow_to function to join the edges.

Specify megaservice’s gateway

An interface through which users can access the Megaservice is called a gateway. The Python file GenAIComps/comps/cores/mega/gateway.py contains the definition of the AvatarChatbotGateway class. The host, port, endpoint, input and output datatypes, and megaservice orchestrator are all contained in the AvatarChatbotGateway. Additionally, it provides a handle_request function that plans to send the first microservice the initial input together with parameters and gathers the response from the last microservice.

In order for users to quickly build the AvatarChatbot backend Docker image and launch the “AvatarChatbot” examples, we must lastly create a Dockerfile. Scripts to install required GenAI dependencies and components are included in the Dockerfile.

II. Face Animation Models and Lip Synchronization

GFPGAN + Wav2Lip

A state-of-the-art lip-synchronization method that uses deep learning to precisely match audio and video is Wav2Lip. Included in Wav2Lip are:

A skilled lip-sync discriminator that has been trained and can accurately identify sync in actual videos

A modified LipGAN model to produce a frame-by-frame talking face video

An expert lip-sync discriminator is trained using the LRS2 dataset as part of the pretraining phase. To determine the likelihood that the input video-audio pair is in sync, the lip-sync expert is pre-trained.

A LipGAN-like architecture is employed during Wav2Lip training. A face decoder, a visual encoder, and a speech encoder are all included in the generator. Convolutional layer stacks make up all three. Convolutional blocks also serve as the discriminator. The modified LipGAN is taught similarly to previous GANs: the discriminator is trained to discriminate between frames produced by the generator and the ground-truth frames, and the generator is trained to minimize the adversarial loss depending on the discriminator’s score. In total, a weighted sum of the following loss components is minimized in order to train the generator:

A loss of L1 reconstruction between the ground-truth and produced frames

A breach of synchronization between the lip-sync expert’s input audio and the output video frames

Depending on the discriminator score, an adversarial loss between the generated and ground-truth frames

After inference, it provide the audio speech from the previous TTS block and the video frames with the avatar figure to the Wav2Lip model. The avatar speaks the speech in a lip-synced video that is produced by the trained Wav2Lip model.

Lip synchronization is present in the Wav2Lip-generated movie, although the resolution around the mouth region is reduced. To enhance the face quality in the produced video frames, it might optionally add a GFPGAN model after Wav2Lip. The GFPGAN model uses face restoration to predict a high-quality image from an input facial image that has unknown deterioration. A pretrained face GAN (like Style-GAN2) is used as a prior in this U-Net degradation removal module. A more vibrant and lifelike avatar representation results from prettraining the GFPGAN model to recover high-quality facial information in its output frames.

SadTalker

It provides another cutting-edge model option for facial animation in addition to Wav2Lip. The 3D motion coefficients (head, stance, and expression) of a 3D Morphable Model (3DMM) are produced from audio by SadTalker, a stylized audio-driven talking-head video creation tool. The input image is then sent through a 3D-aware face renderer using these coefficients, which are mapped to 3D key points. A lifelike talking head video is the result.

Intel made it possible to use the Wav2Lip model on Intel Gaudi Al accelerators and the SadTalker and Wav2Lip models on Intel Xeon Scalable processors.

Read more on Govindhtech.com

#AIavatar #OPE #Chatbot #microservice #LLM #GenAI #API #News #Technews #Technology #TechnologyNews #Technologytrends #govindhtech

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tirfpikachu · 1 month ago

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UMMMM i have been asked to transcribe a 2h 37mins long audio

in one day

as a generally slow transcriptionist

and i have a doc appt too that's like 50mins away

i just..... how........

edit: pls stop suggesting AI to me thanks 👍 it is not a magic wand and as someone who had clients insist on me using it and tried it many times, it actually often makes the job harder in the end, having to constantly pick up after AI mistakes and making formatting an even more hellish job. i'd rather pick my og hell thanks.

#lay text #i am Stressed #how will i survive this fr #i told my boss/client i might need til tmrw afternoon #but even then idk. idk gyns. maybee i shall die

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aiglobalstudios · 3 months ago

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Queen of Tears With the Magic of AI Dubbing

Experience Queen of Tears with Cutting-Edge AI Dubbing!

Just like many other countries worldwide, the US has also been swept by a wave of Korean dramas, with recent hits Vincenzo and Crash Landing on You stealing millions of hearts in the country. Enchanting stories, wonderful acting, beautiful scenery, unique cultural lenses - all these characteristics have already added K-Dramas to many American watch-lists.

But one thing has always been off—the language barrier. Subtitles were a solution and dubbing has gotten better, but sometimes you still get really jarring voice overs with bad lip sync.

Enter AI Dubbing.

A Quick Intro of AI Dubbing?

Never mind those awkward dubbings and the off-lip synchronization! Enter AI Dubbing—an absolute game changer to how you'll experience your favorite K-drama.

Here's how it works:

First, transcription: AI transcribes the original Korean audio to text.

Then, translation: The text is later translated into English using state-of-the-art machine translation.

Followed by voice synthesis: The translated text is turned into natural-sounding English speech using a text-to-speech engine.

And finally, synchronization: Then, a new audio track is perfectly aligned to the actors' lip movements and scene timings.

This comprehensive process is to ensure that the dubbed dialogue flows without any hitch and gives one the same feel of genuineness. It is set up in such a way that one wouldn't remember they are watching a dubbed series, thus protecting the heavy intense emotions and light nuanced storytelling that K-dramas are made of.

Queen of Tears – now with AI Dubbing!

After the success of Crash Landing on You, the romantic melodrama helmer Jang Young-Woo brings the audience Queen of Tears, a story about love, crisis, emotional re-connection. Soo-Hyun Kim from My Love from the Star, and Kim Ji-Won from Descendants of the Sun are ready to take you on an emotional roller coaster with this latest K-Drama.

Break into the story of Queen of Tears with AI Dubbing without losing any of that impact that makes an original. Enjoy every heartfelt moment, every subtle nuance with clarity and precision.

Don't Miss!

Queen of Tears, with crystal clear video quality and impeccable AI dubbing. Register today, and you could stand a chance to win a free trial! Do not miss experiencing K-drama like never before! Register today and enter the world of Queen of Tears!

#k drama #queen of tears #ai dub #netflix

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remyfire · 4 months ago

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[UPDATE, July 27th 2024] You all helped me meet my goal in less than 24 hours again and I am absolutely overwhelmed by your compassion and care!! I'm disabling reblogs so it doesn't keep circulating because for now, everything is taken care of ;v; Thank you so, so much

I was really not wanting to have to do this again so soon, especially while I've been spending time away from the Internet due to my poor mental health, but here we are. Peach is my wonderful, beautiful, perfect, sassy, cuddly, loving cat. She's 12 years old and exactly a month ago, we found out that she is diabetic. I love her so, so much and I will do anything I can to keep her healthy and give her a wonderful life as she enters her senior years, but unfortunately the costs of caring for a diabetic cat are more than I can afford right now.

Thanks to the AI boom, the transcription industry is drying up because if there's one thing these things are good at, it's transcribing audio files. Work has been increasingly difficult to come by, and while I've been fortunate to receive work this weekend, I won't be getting a paycheck for it for a couple of weeks, and even when I do, it absolutely has to go to my bills first and foremost and there will be no extra to put toward her cost of care. I continue to be on the hunt for jobs in my area and even had my first interview yesterday, but I haven't been lucky enough to receive an interview from any of the other places I've applied to thus far. And wouldn't you know it, but my credit card is just a hair away from maxing out.

Here's the current damage, which includes Peach's prescription food ($70), syringes ($20), and her most recent vet visit ($282), where they took her blood pressure and applied a glucometer in order to track her blood sugar levels for the next two weeks. Cats often have their diabetes go into remission, and if that happened then we would only need to maintain her diet—still expensive but far more affordable—but to get there, we need to see if this treatment is working, and that's going to take time.

I've set up a Ko-Fi goal here (a flat $400 in order to cover the PayPal fees) so you can see how much I still need to pay for her cost of care. I know that this is a miserable time to ask for donations and that we are so fatigued on giving already, but I legitimately have no choice. Until I can find work somewhere, I desperately need help.

Reblogs are appreciated. And here's one more cute photo of her in her little shirt from the vet as thanks for taking the time to read this post!!

#donations #fyi this is going to be queued up several times over the next few days and at varied times of day #so feel free to block the next tag if you would like to avoid seeing them #remy's donations #i really seriously fucking hate needing to ask for help again when i've been away from tumblr and discord so much recently #i'm desperately hoping that i'll have an offer of employment soon and maybe my life will be on the journey toward not being on fire #long post #fundraiser #mutual aid

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blogchaindeveloper · 4 months ago

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10 Ways ChatGPT Can Improve Your Productivity

An innovative artificial intelligence application called ChatGPT was created to increase workplace productivity. It can revolutionize various activities and obstacles thanks to its vast training in diversified information and human-like communication abilities.

You may automate monotonous processes with ChatGPT, saving you time and alleviating tension. Its context comprehension allows it to produce intelligent responses that seem natural, simplifying communication and improving data analysis and decision-making procedures. It can expedite project management, enhance customer service, personalize training and development, and encourage innovation and brainstorming sessions. ChatGPT is helpful for coding, content creation, document creation, and editing. It is an essential tool for streamlining processes and increasing general productivity because of its flexibility and adaptability.

To get the most out of ChatGPT, broaden your knowledge and experience in conversational agents and chatbots. You can become more knowledgeable and adept with ChatGPT by gaining knowledge in ChatGPT certification, chatbot training, certified chatbot expert status, AI chatbot competence, or chatbot engineer abilities. It may present fresh chances for you to perform more productively.

Given the increasing prevalence of chatbots and conversational agents in various businesses and areas, these abilities are highly valued in today's labor market. Using ChatGPT to its full potential and gaining these applicable credentials will help you become more productive at work. Your efficiency and knowledge can also make an impression on clients and coworkers.

This post will go over ten ways ChatGPT can significantly increase your productivity, regardless of your job: data analyst, creative marketer, or busy executive. You'll be able to demonstrate your efficacy and proficiency while achieving more in less time by putting these recommendations into practice.

1.Automate Routine Operations

The load of tedious, repeated duties that take up significant time and energy is among the most common obstacles to productivity. These duties include answering often-asked inquiries, scheduling meetings, filling out paperwork, keeping track of documents, and reminding people to do things.

Thankfully, ChatGPT provides an answer by making it possible to automate these kinds of jobs by building intelligent chatbots. Chatbots are computer programs that converse with users by text or voice, providing help information or taking actions in response to input from the user.

You can easily create chatbots with ChatGPT for various platforms and uses. For example, you can make a chatbot to respond to customer inquiries on your website or social media pages. You may build a chatbot that can effectively set up email or calendar appointments. You can set up a chatbot to automatically fill out forms or update data in your ERP or CRM system.

2. Simplify Interaction

An essential component of any successful business is effective communication. Conversely, it can cause confusion and distraction if not managed appropriately. Coordinating many lines of communication—like emails, phone conversations, instant messages, and video chats—can be difficult while corresponding with different people, including partners, suppliers, clients, and coworkers.

Various useful communication tools are available from ChatGPT to help you be more productive and efficient. It may condense multiple documents, including emails, reports, meeting notes, and articles, highlighting essential ideas and takeaways for simple reading. You can trust ChatGPT to write emails according to your templates or prompts, ensuring correct language, spelling, tone, and clarity. ChatGPT can quickly translate written materials into other languages, transcribe audio or video files, and more. It can also convert speech to text or generate speech based on input. Additionally, ChatGPT can assist you in creating expert presentations using data or outlines, and it can even improve them with animations and voice-overs. ChatGPT revolutionizes your conversation experience with these clever features.

3. Improve Your Ability to Analyze and Make Decisions

Since data is the lifeblood of any organization, businesses must analyze their data and make decisions based on it. However, this work can become challenging when dealing with large amounts of data from many sources and formats. Complex issues frequently develop that necessitate considering several variables and standards.

ChatGPT makes it simple to ask questions about data and get responses in plain English, facilitating conversation. It also helps with data visualization by creating aesthetically pleasing tables, charts, graphs, and maps using your supply data. Regarding data analysis, ChatGPT is excellent at finding patterns, trends, outliers, correlations, or anomalies. This allows it to provide insightful analysis and recommendations. With ChatGPT, you can compare data according to many criteria, which makes it easier to evaluate possibilities and create well-informed lists of pros and disadvantages. ChatGPT's predictive features enable it to develop and test hypotheses and predict outcomes and scenarios based on your data.

4. Customize Education and Training

Any organization that wants to increase its performance, productivity, knowledge, and skills must prioritize training and development. However, if these procedures are carried out correctly, their efficacy may be protected, leading to expensive and time-consuming outcomes. The problem of coping with cliched or out-of-date courses, resources, or approaches that might not suit each student's interests or preferences must be addressed.

Bright, individualized learning solutions are available from ChatGPT and cater to your unique requirements. It offers progress tracking and insightful feedback in addition to helping create personalized learning paths that align with your objectives, interests, abilities, and competence level. Interactive tests, quizzes, exercises, and assignments tailored to your learning goals and subject matter can be created with ChatGPT. It goes one step further by verifying your responses and providing thorough justifications.

ChatGPT generates summaries, notes, flashcards, or cheat sheets based on your learning materials or sources to help you retain the information you've learned. It can even produce mnemonics, acronyms, or analogies to improve memory retention. Additionally, ChatGPT facilitates comprehension and application by creating scenarios, stories, case studies, and examples. It also provides challenging questions or tasks to evaluate your understanding and practical abilities.

5. Boost Client Support

Any firm must be able to draw in, keep, and please consumers while building its brand and income. It draws attention to how vital customer service is. Providing excellent customer service may be easy, but if not done correctly, it is manageable. Handling consumer requests, complaints, and comments across multiple channels and platforms can take a lot of work. It's frequently essential to handle delicate or complicated circumstances that demand tact and sensitivity.

ChatGPT provides witty and approachable customer service solutions. It makes it possible to develop chatbots that can effectively handle customer requests, complaints, and comments via various platforms and channels. Customers can receive customized information, advice, recommendations, or solutions from these chatbots according to their needs and preferences. Additionally, ChatGPT improves customer relations by producing replies that correspond with users' messages or emotions. It also guarantees that accuracy, clarity, tone, and politeness are maintained. Creating scripts or templates for various scenarios or situations and providing advice and best practices for efficient communication make customer service discussions more seamless.

ChatGPT enables companies to obtain insightful data by creating surveys or reviews based on their customers' experiences or input. Creating incentives or awards based on loyalty or general contentment even helps promote customer involvement and satisfaction.

6. Simplify the Management of Projects

Any firm must successfully plan, carry out, oversee, manage, and close down projects, emphasizing project management's significance. Project management mistakes can result in excessive demands and complexity. Managing various activities, resources, stakeholders, risks, problems, adjustments, and deadlines is frequently necessary.

Project management becomes streamlined effortlessly because of ChatGPT's sophisticated features. Creating project plans based on your goals, scope, budget, timetable, and quality streamlines the procedure and guarantees a thorough and well-organized method. It makes effective progress tracking possible by giving reports and real-time updates on the project's state. Task and role delegation is streamlined thanks to ChatGPT, which helps allocate team members according to their availability and skill sets.

It also keeps track of each member's performance and provides insightful feedback. Because ChatGPT facilitates accessible communication with team members and stakeholders across several channels and platforms, effective communication is also improved. It makes meetings and conversations run more smoothly while capturing minutes and action items for comprehensive documentation.

The risk and problem management features of ChatGPT enable the early detection and effective remediation of possible project roadblocks. It also helps with conflict resolution and change implementation that may come up during the project.

7. Boost Originality and Idea Generation

Any business must be able to come up with new ideas, solve problems, innovate, and improve its offerings, which emphasizes the value of creativity and brainstorming. Nevertheless, difficulties and annoyances may arise from these methods' poor use. Successful creativity and brainstorming sessions require addressing typical challenges, including breaking through mental hurdles, finding inspiration, and avoiding groupthink.

ChatGPT offers clever and entertaining ways to spark your imagination, which can help you improve creativity and brainstorming. It is excellent at producing ideas in response to your prompts or keywords, assisting you in exploring novel avenues, or honing already-existing notions. Producing striking illustrations, scenarios, case studies, or narratives sparked by your thoughts or concepts facilitates the creative process. To evaluate the viability and potential of your ideas, it might also produce challenging or thought-provoking questions. ChatGPT inspires creativity by creating catchy headlines, slogans, names, titles, or logos that complement your ideas. Moreover, ChatGPT can produce code for you based on your conceptions or ideas.

8. Boost the Creation and Editing of Documents

Any organization must be able to communicate messages, information, or data effectively and professionally, which highlights the significance of creating and updating documents. These chores must be carried out correctly to avoid becoming tiresome and time-consuming. Successful document development and editing processes often require addressing formatting issues, fixing grammatical and spelling faults, and preventing plagiarism.

By giving you clever and straightforward ways to generate and edit documents, ChatGPT can help you enhance document creation and editing. It is excellent at creating documents using templates or prompts, providing an easy place to start when developing material. It acts as a competent editor, quickly adding your comments or recommendations to improve your writing.

Verifying grammar, spelling, punctuation, tone, clarity, and accuracy guarantees the caliber of your work. Furthermore, ChatGPT recommends enhancements or modifications to polish your texts further. By giving you document summaries specific to your needs or target audience, it also helps to condense material. ChatGPT can rewrite or paraphrase your texts to conform to your desired style and tone. It helps with precise source citation generation according to your chosen format or style and helps with proper citation formatting. ChatGPT can examine your documents for plagiarism, guaranteeing their uniqueness and integrity.

9. Produce Code and Content

Any organization needs to create value, engage customers, foster trust, and spur growth; these are just a few reasons that content and code are essential. However, creating content and code can be demanding and complex if done incorrectly. Significant hurdles that must be overcome to create text and code successfully include writer's block, gaining sufficient information, and fixing coding errors.

ChatGPT can assist you in producing code and content by giving you quick and easy methods. It helps you quickly generate optimized SEO, readability, or engagement content while adhering to your preferred topic, keyword, or structure. ChatGPT does best by customizing code snippets to your favorite language, framework, or function. It can also help with debugging and rewriting already-written code. Producing code and content based on your input or data ensures smooth integration and increases productivity. It also makes data or input to support your code or content.

10. Enhance Your Process

Increasing productivity, increasing efficiency, and streamlining procedures are critical for any firm, which emphasizes the significance of workflow optimization. However, workflow optimization can be difficult and time-consuming if done incorrectly. Successful process optimization requires addressing common obstacles such as bottlenecks, delays, errors, and waste.

By giving you clever and easy methods to handle your work, ChatGPT can help you maximize your workflow. It helps create workflows specific to your objectives, assignments, and resource availability. Additionally, ChatGPT facilitates workflow automation by creating automated procedures triggered by the rules or triggers you designate. It helps with task identification and organization according to impact, priority, or urgency. It also makes delegating easier by recommending team members who are qualified and available for particular tasks.

ChatGPT also makes tracking work based on predefined metrics or indicators easy, facilitating progress monitoring. It facilitates assessing work about predetermined benchmarks or standards. ChatGPT provides insightful analysis and recommendations to enhance the quality of your work by utilizing your feedback and suggestions. To improve performance in the future, it also makes continuous learning easier by evaluating results and outcomes.

Utilize ChatGPT More Effectively and Efficiently by Acquiring New Certifications and Skills

ChatGPT is a highly adaptable tool with great potential to increase efficiency at work. Nevertheless, it can be helpful to obtain extra knowledge and certifications about chatbots and conversational agents to utilize their potential and optimize productivity fully.

Competence in chatGPT certification, chatbot engineering, certified chatbot knowledge, chatbot training, and AI chatbot knowledge are highly valued in today's industry. These abilities are in great demand due to chatbots' growing popularity and usefulness across a wide range of companies and domains.

There are lots of internet tools accessible to help you get these certifications and abilities. These resources include books, blogs, podcasts, videos, guides, tutorials, and courses, among many other types of content. You can customize your learning experience by selecting what best suits your needs and interests by considering cost, time, format, and degree of difficulty.

Through the utilization of these materials, you can increase your comprehension and usefulness of ChatGPT. Adding these qualifications and abilities to your professional toolkit can help you make better use of ChatGPT and increase productivity in your work.

In summary

With ChatGPT, a practical artificial intelligence technology, you may significantly increase your efficiency at work. It can help you improve customer service, automate repetitive tasks, improve document creation and editing, generate content and code, improve communication, improve data analysis and decision-making, personalize training and development, and streamline project management.

Additionally, ChatGPT can assist you in using it more successfully and efficiently by teaching you new competencies and credentials connected to conversational agents and chatbots. As an illustration, you can join the Blockchain Council, a reputable association of professionals and enthusiasts dedicated to promoting Blockchain Knowledge, Products, Use Cases, Research, and Development for a Better World. You can learn ChatGPT certification, chatbot training, certified chatbot expert status, AI chatbot expertise, and chatbot engineering abilities by enrolling in one of the many online courses and certifications offered by Blockchain Council.

Given the increasing popularity and use of chatbots and conversational agents across various sectors and disciplines that utilize blockchain technology, these are some of the most valuable and in-demand skills available today.

By acquiring these competencies and certifications from the Blockchain Council, you may improve your comprehension and use of ChatGPT. By utilizing ChatGPT for various tasks and blockchain-related projects, you can also increase your output at work.

#Artificial intelligence #Chatgpt certification

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