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updated-reviews · 30 days
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Elevate Your Marketing Videos: The Power of AI Text-to-Speech with Different Voices
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In today's fast-paced digital world, capturing audience attention is more crucial than ever. Marketing videos have become a cornerstone of successful marketing campaigns, offering a dynamic and engaging way to connect with your target audience. However, creating high-quality video content can be a time-consuming and expensive endeavor, especially when it comes to professional voiceovers.
This is where the magic of AI text-to-speech (TTS) technology comes in. Imagine a world where you can transform your marketing scripts into captivating voiceovers with just a few clicks. AI text-to-speech allows you to do just that, offering a powerful and versatile tool for businesses of all sizes. By leveraging the power of AI, you can create professional-sounding voiceovers in a variety of styles and languages, all at a fraction of the traditional cost.
Beyond the Human Voice: Unveiling the Versatility of AI Text-to-Speech (AI text to speech different voices)
Gone are the days of being limited to a single voice narrator. AI text-to-speech technology boasts a vast library of AI voices, each offering unique characteristics and personalities. This opens up a world of possibilities for your marketing videos. Imagine tailoring the voiceover to perfectly match the tone and style of your brand. Need a friendly and approachable voice for a product explainer video? AI has you covered. Creating a high-energy commercial? No problem! The variety of AI voices allows you to select the perfect narrator to resonate with your target audience and enhance the overall message of your video.
But the versatility of AI text-to-speech goes beyond just voice selection. Many platforms allow you to fine-tune the speaking style, adjusting the pace, pitch, and even adding emphasis for dramatic effect. This level of control empowers you to craft the ideal voiceover that seamlessly integrates with the visuals of your video, creating a truly immersive experience for viewers.
Crafting the Perfect Tone: How AI Creates Emotionally-Charged Voiceovers (convert text to speech with emotions AI)
The human voice is a powerful tool for conveying emotions. A skilled voiceover artist can inject the right amount of enthusiasm, authority, or warmth to captivate the audience. But what if you could achieve the same level of emotional resonance with AI? Believe it or not, AI text-to-speech technology is rapidly evolving to incorporate emotional intelligence.
Some advanced platforms allow you to choose from a range of pre-programmed emotional styles, such as joyful, persuasive, or urgent. This allows you to tailor the emotional delivery of your voiceover to perfectly compliment the message you're trying to convey. Imagine a heartwarming ad for a charity using a gentle and compassionate voice, or a product demonstration packed with excitement and energy. AI text-to-speech empowers you to evoke the desired emotions in your audience, fostering a deeper connection and ultimately driving results.
Elevate Your Reach: Expanding Your Audience with Multilingual AI Voices (AI text to speech for marketing videos)
The global marketplace offers a vast pool of potential customers. However, language barriers can often present a significant hurdle for marketing campaigns. AI text-to-speech technology breaks down these barriers by offering a multilingual solution. Many platforms support a wide range of languages, allowing you to create voiceovers in the native tongue of your target audience. This not only enhances the overall understanding and engagement of your videos but also demonstrates a commitment to catering to a global audience.
Imagine reaching new markets and expanding your brand awareness without the need for expensive voiceover translations. AI text-to-speech provides a cost-effective and efficient way to localize your marketing videos, ensuring your message resonates across borders.
From Budget-Friendly Options to Premium Solutions: Choosing the Best AI Text-to-Speech Software (best AI text to speech software)
The beauty of AI text-to-speech technology lies in its accessibility. A variety of options are available, catering to different needs and budgets. For those just starting out, several free AI text-to-speech converters (free AI text to speech converter) offer basic functionality. These platforms can be a great way to experiment with AI voiceovers and see if they align with your marketing strategy. However, keep in mind that free options may have limitations in terms of voice selection, audio quality, and customization features.
For businesses seeking a more professional and feature-rich solution, several premium AI text-to-speech software providers exist. These platforms offer a wider range of voices, advanced control over audio parameters, and even integration with text to speech API with AI for seamless workflow integration with your video editing software. While premium options come with a cost, the investment can pay off handsomely, allowing you to create high-quality marketing videos that truly stand out from the crowd.
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aishavass · 7 months
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adroit--2022 · 11 months
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chloedecker0 · 1 year
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nuadox · 1 year
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OpenAI introduces ChatGPT and Whisper APIs
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- By Nuadox Crew -
The ChatGPT and Whisper AI models, which provide language and speech-to-text capabilities, have been added to OpenAI's API.
Since December, the cost of ChatGPT has dropped by 90%, and the savings have been passed on to API clients as per an OpenAI corporate press release.
This move allows more companies to integrate such technologies into their products.
--
Source: OpenAI
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ChatGPT breaks record for fastest-growing user base
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kbvresearch · 1 year
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Unleashing the Power of Words with AI Text Generator
AI Text Generation uses algorithms and models to generate human-like text. Training machine learning models on large datasets of existing text generates new text with similar style, tone, and content. Rule-based systems, Markov chains, and deep learning models like RNNs and Transformers can generate AI text. These models use input data patterns to generate new text that matches the…
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greetings-inferiors · 11 months
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Yes, hi, what's happening to reddit? I usually check some fandom news there but everything is private/blocked now? I have an account and not even that allows me to enter?
Reddit is changing their policy so they every thousand api requests they charge money. This means that third party apps, moderation tools, and other various things just won’t work anymore, since these things rack up thousands of requests very quickly, they’d just be unsustainable to run.
This cost would be average out to a dollar per month per person using third party applications, like an alternative app, text to speech, moderation tools, etc. Reddit has millions and million of users, most of which would be affected.
For example, Apollo for Reddit, a popular third party alternative to the Reddit app (which I used myself, seriously the Reddit app is abysmal) would cost $20MILLION DOLLARS A YEAR TO RUN. Given the app is developed by one guy, that legitimately puts him out of business.
Moderation would get even worse than it already is, as moderation tools use the api to effectively moderate, but now it’s at a cost.
The reason why this change is happening, is because the API can be used to collect data for AI, and, to quote the CEO, “the Reddit corpus of data is really valuable” and he doesn't want to “need to give all of that value to some of the largest companies in the world for free.”
So, once again, AI and capitalism is ruining things for everyone else.
This is a change that is created solely to make money without thinking for a second about the millions of people it would effect. This lead to 7000 of the most popular subreddits blacking out for 48 hours in protest, and I’m pretty sure it crashed the whole site. The voice of the people has definitely been heard, now it’s just time to see if it’s done anything.
Edit: I got something wrong! Thanks to all who corrected me! No thanks to the anon who was an asshole about it lmao
It’s not that Reddit is charging that’s the problem, it’s that it’s charging way too much, is way too short of a deadline to change it, and spez is just an asshole lying about the Apollo dev. Still a shit situation! Just not exactly for the reasons I said. Look into the reblogs for people who know more!!
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Speech to text API Market Innovations, Technology Growth and Research -2026
According to a research report "Speech to text API Market Forecast by Component (Software and Services), Application (Fraud Detection & Prevention, Content Transcription, Subtitle Generation), Deployment Mode, Organization Size, Vertical, and Region - Global Forecast to 2026" published by MarketsandMarkets, the market for Speech-to-text API is projected to grow from USD 2.2 billion in 2021 to USD 5.4 billion by 2026; it is expected to grow at a CAGR of 19.2% during 2021–2026.
The COVID-19 pandemic has impacted trading activities across regions. It has had a moderate impact on all elements of the technology sector. The hardware business is predicted to be the most impacted in the IT industry. Owing to the slowdown of hardware supply and reduced manufacturing capacity, the IT infrastructure growth has slowed down. Businesses providing solutions and services are also expected to slow down for a short period. However, the adoption of collaborative applications, analytics, security solutions, and AI is set to increase in the remaining part of the year. Verticals such as manufacturing, retail, and energy and utilities have witnessed a moderate slowdown, whereas BFSI, government, and healthcare and life sciences verticals have witnessed a minimal impact. Moreover, with recovery, global ICT spending is estimated to increase by approx. 3.5%-4.5% from 2020 to 2021. The impact of COVID-19 is believed to be short-term; however, it may have a significant effect on businesses and forecasts to a significant extent for a minimum of 8-12 months.
During the pandemic, many companies experienced a significant increase in pressure from customers, while their number of available employees decreased. Many contact centers were unable to cope with demand or closed because of lockdown restrictions, leading to long delays in customer service queries, which significantly affected the customer experience. As businesses develop a more strategic approach that delivers resilience into operations through the flexibility and scalability while at the same time working to improve operational efficiencies, so speech-to-text API is rising to the forefront of technology enablers.
Data analytics application builders are seeking medical speech recognition capabilities that help them efficiently and accurately transcribe video and audio containing COVID-19 terminology into text for downstream analytics. For instance, AWS offers Amazon Transcribe Medical, which is a fully managed speech recognition (ASR) service that makes it easy to add medical speech-to-text capabilities to any application. Powered by deep learning, the service offers a ready-to-use medical speech recognition model that users can integrate into a variety of voice applications in the healthcare and life sciences domain. Users can use the custom vocabulary feature to accurately transcribe more specific medical terminologies, such as medicine names, product brands, medical procedures, illnesses, or COVID-19-related terminology.
The services segment to hold higher CAGR during the forecast period
Based on components, the market size of the software segment is expected to hold a larger market share in 2021, while the services segment is projected to grow at a higher CAGR during the forecast period. This can be attributed to the need for determining the time and cost required to install the API/software tools that require fully managed speech-to-text API services. The high growth is attributed to the higher adoption of speech-to-text API solutions across key verticals, such as BFSI, media and entertainment, and retail and eCommerce.
The cloud segment to hold the larger market size during the forecast period
Based on deployment mode the speech-to-text API market is bifurcated into on-premises and cloud. The market size and CAGR of the cloud segment are estimated to be higher than the on-premises segment during the forecast period. The cloud technology benefits of easy deployment and minimal capital requirement facilitate the adoption of the cloud deployment model. The adoption of cloud-based speech-to-text API solutions is expected to be supported by the COVID-19 pandemic, as lockdowns and social distancing practices are encouraging companies to move to cloud solutions that can be managed remotely. The increasing demand for scalable, easy-to-use, and cost-effective speech-to-text API solutions is expected to accelerate the growth of the cloud segment in the speech-to-text API market.
The large enterprises segment to hold a larger market size during the forecast period
The large enterprises segment is estimated to hold a larger market share in 2021. The growth of the segment is due to increased competition in large enterprises from budding SMEs. Owing to the availability of cost-effective cloud solutions, speech-to-text API solutions and services are expected to witness a prominent growth rate among SMEs during the forecast period.
Healthcare and life sciences vertical is to have the highest CAGR during the forecast period
The healthcare and life sciences segment is projected to grow at the highest CAGR during the forecast period. Speech-to-text API helps financial institutions effortlessly connect with customers to provide an enhanced customer experience. The need for rapid diagnosis, healthcare data analysis, and better patient care is expected to drive the growth of the healthcare and life sciences vertical in the APAC region.
North America to hold the largest market share during the forecast period
In North America is expected to hold the largest market size in 2021. In North America, speech-to-text API/software tools and services are highly effective in most organizations due to the increasing need to extract meaningful insights from voice data to enhance user experience. APAC is expected to hold the largest CAGR during the forecast period, while Latin America and MEA are slowly picking up speech-to-text API due to its benefits for various industries to get user insights.
Key players offering Speech-to-text API market. The major vendors covered Google (US), Microsoft (US), AWS (US), IBM (US), Verint (US), Baidu (China), Twilio (US), Speechmatics (UK), VoiceCloud (US), VoiceBase (US), Voci (US), Kasisto (US), Nexmo (US), Contus (India), GoVivace (US), GL Communications (US), Wit.ai (US), VoxSciences (US), Rev (US), Vocapia Research (France), Deepgram (US), Otter.ai (US), AssemblyAI (US), Verbit (US), Behavioral Signals (US), Chorus.ai (US), Gnani.ai (India), Sayint.ai (India), and Amberscript (Netherlands).
About MarketsandMarkets™            
MarketsandMarkets™ provides quantified B2B research on 30,000 high growth niche opportunities/threats which will impact 70% to 80% of worldwide companies’ revenues. Currently servicing 7500 customers worldwide including 80% of global Fortune 1000 companies as clients. Almost 75,000 top officers across eight industries worldwide approach MarketsandMarkets™ for their painpoints around revenues decisions.
Our 850 fulltime analyst and SMEs at MarketsandMarkets™ are tracking global high growth markets following the "Growth Engagement Model – GEM". The GEM aims at proactive collaboration with the clients to identify new opportunities, identify most important customers, write "Attack, avoid and defend" strategies, identify sources of incremental revenues for both the company and its competitors. MarketsandMarkets™ now coming up with 1,500 MicroQuadrants (Positioning top players across leaders, emerging companies, innovators, strategic players) annually in high growth emerging segments. MarketsandMarkets™ is determined to benefit more than 10,000 companies this year for their revenue planning and help them take their innovations/disruptions early to the market by providing them research ahead of the curve.
MarketsandMarkets’s flagship competitive intelligence and market research platform, "Knowledgestore" connects over 200,000 markets and entire value chains for deeper understanding of the unmet insights along with market sizing and forecasts of niche markets.
Contact: Mr. Aashish Mehra MarketsandMarkets™ INC. 630 Dundee Road Suite 430 Northbrook, IL 60062 USA : 1-888-600-6441 [email protected]
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tittathin · 2 years
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Speech to text api
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#Speech to text api how to#
#Speech to text api install#
#Speech to text api Offline#
As you can see in the last picture, the highlighted part confirms that the capture device is not muted.Ĭurrent microphone not selected as a capture device: In this case, the microphone can be set by typing alsamixer and selecting sound cards. In the second picture, the highlighted portion shows that the capture device is muted. To switch it on, type alsamixer As you can see in the first picture, it is displaying our playback devices. Playback channels: Front Left - Front RightĬapabilities: cvolume cswitch cswitch-joinedĬapture channels: Front Left - Front Rightįront Left: Capture 0 #switched offĪs you can see, the capture device is currently switched off. The output will look somewhat like this Simple mixer control 'Master', 0Ĭapabilities: pvolume pswitch pswitch-joined
#Speech to text api install#
It can be installed using sudo apt-get install libasound2 alsa-utils alsa-oss To check for this, you can use alsamixer. Muted Microphone: This leads to input not being received. The following problems are commonly encountered Google Speech Recognition is one of the easiest to use.
#Speech to text api Offline#
However, there are certain offline Recognition systems such as PocketSphinx, that have a very rigorous installation process that requires several dependencies. This requires an active internet connection to work.
Speech to text translation: This is done with the help of Google Speech Recognition.
Allow Adjusting for Ambient Noise: Since the surrounding noise varies, we must allow the program a second or two to adjust the energy threshold of recording so it is adjusted according to the external noise level.
The program will say that device_id could not be found if the microphone is not recognized. During the program, we specify a parameter device_id. This also helps debug, in the sense that, while running the program, we will know whether the specified microphone is being recognized.
Set Device ID to the selected microphone: In this step, we specify the device ID of the microphone that we wish to use in order to avoid ambiguity in case there are multiple microphones.
Set Sampling Rate: Sampling rate defines how often values are recorded for processing.
Typically, this value is specified in powers of 2 such as 1024 or 2048
Set Chunk Size: This basically involved specifying how many bytes of data we want to read at once.
Make a note of this as it will be used in the program.
A list of connected devices will show up. Type lsusb in the terminal for LInux and you can use the PowerShell’s Get-PnpDevice -PresentOnly | Where-Object command to list the connected USB devices.
Configure Microphone (For external microphones): It is advisable to specify the microphone during the program to avoid any glitches.
Windows users can install pyaudio by executing the following command in a terminal pip install pyaudio Speech Input Using a Microphone and Translation of Speech to Text If the versions in the repositories are too old, install pyaudio using the following command sudo apt-get install portaudio19-dev python-all-dev python3-all-dev & PyAudio: Use the following command for Linux users sudo apt-get install python-pyaudio python3-pyaudio Python Speech Recognition module: sudo pip install SpeechRecognition
#Speech to text api how to#
How to get column names in Pandas dataframe.
Adding new column to existing DataFrame in Pandas.
Difference between Multiprocessing and Multithreading.
Difference Between Multithreading vs Multiprocessing in Python.
Multiprocessing in Python | Set 2 (Communication between processes).
Multiprocessing in Python | Set 1 (Introduction).
Synchronization and Pooling of processes in Python.
Multithreading in Python | Set 2 (Synchronization).
Socket Programming with Multi-threading in Python.
Python Desktop News Notifier in 20 lines.
Python | Create a simple assistant using Wolfram Alpha API.
Text-To-Speech changing voice in Python.
Speech Recognition in Python using Google Speech API.
Python: Convert Speech to text and text to Speech.
ISRO CS Syllabus for Scientist/Engineer Exam.
ISRO CS Original Papers and Official Keys.
GATE CS Original Papers and Official Keys.
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xavieryaa · 11 months
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The Reddit Blackout, #196, And Being New to Tumblr
okay i've seen a lot of people in the past ~24 hours or so confused by everything going on with Reddit & Tumblr from both sides - people new to tumblr who don't know how to use it, and tumblr users who don't know what's going on with reddit and why many of its users have joined up here i know this isn't really related to my blog but fun fact about me: i was up until recently a very active reddit user and even mod a subreddit, but I've also been on tumblr for about 3 years now on different accounts, so I think I can see pretty well from both sides of this and explain what's going on this post will be split in 2 sections: what happened with reddit (and what #196 means), and a guide for new users
1. What The Hell Is Going On With Reddit?
The thing that's caused all this ruckus is a major change to Reddit's API, which is what Reddit provides to people so they can pull directly from Reddit to make third-party apps or tools.
The change is that Reddit is changing its previously free API to be paid. Which on its own kinda sucks for developers, but it's not unexpected. They need to make money somehow, right?
The problem is that the API pricing is WAY TOO FUCKING EXPENSIVE. The developer of the most popular 3rd party Reddit app, Apollo, says it will cost him $20 million a year to continue running the app as normal.
Essentially, this pricing forces almost everything third-party to shut down, which causes 3 major problems:
Third-party apps cannot keep running, which sucks for normal users because Reddit's official app is awful. It's slow, its video player is a thing of nightmares, it doesn't have many useful features third-party developers have made.
It sucks even more for visually impaired users because they can't use the official Reddit app at all. Reddit's official app does not work with iOS's native text-to-speech function. Third party apps, on the other hand, often do. So Reddit is forcing blind users away.
Third-party moderator tools cannot keep running, which sucks for moderators because many rely on these tools to properly moderate their subreddits. And moderators are often necessary, because without them subreddits get banned and hate speech and even CSA can often run rampant.
So you see why this change is bad.
Reddit users were PISSED.
So over the past week and a half or so, they have been working on organizing a site-wide blackout. The majority of the most active subreddits have now gone private. Some are only doing it for 48 hours, others (such as r/196) are doing it indefinitely.
That's why you can't access most of Reddit right now, and that's why many users have come here.
You're probably still wondering, though - what is this #196?
Well, as you may guess, it's connected to that subreddit r/196 I just mentioned. r/196 is a subreddit which only has one rule: every time you visit, you must post before you leave.
That's it, that's the subreddit.
The thing about r/196 that set it apart from most other subreddits - and what lends the subreddit's users perfectly to Tumblr - is that it was dominated by queer and leftist users.
So now they've come here and set up shop in #196 and r/196 so they can continue their merry little shitposting.
There's a ton of lore related to r/196, actually, but this is already a long tumblr post and quite frankly I cannot be bothered to write about it at the moment.
2. I'm Here From Reddit, What Now?
Hello there, random new user. As a double-citizen of Reddit and Tumblr, let me show you around this place.
First off, there are some other people who are better at explaining that I am who have made some really helpful things. Watch this Strange Aeons video as a guide to Tumblr culture and functionality and read this post which directly compares Reddit and Tumblr.
Assuming you've done that, here's some additional advice of my own:
Do you miss sorting subreddits by top of all time/the year/the month? Well, you can do something very similar with tags! If you go to a tag at the top of the screen you can select top, and then at the dropdown that says "all time" you can select different time periods! Even 6 months, which Reddit hasn't ever had.
Tumblr has a lot of cool customization features! Even outside your icon/banner/bio, you can change you blog colors and on desktop you can have an html theme (which has its own thriving community here). That customization is part of what sets Tumblr apart from everywhere else - I think you'll enjoy playing with it.
Notes will probably confuse you at first. Unlike the different numbers for upvotes and comments, notes combines the total number of likes, reblogs, and replies into the same number.
Outside of organizing your own blog, when making your own posts tags are what help other people find your post. Use them! But don't abuse them, because then people will just block you.
There are three ways of people finding your post: if someone follows you, if someone follows the tag(s) assigned to your post, and if someone is just scrolling through the tag(s) assigned to your post (and also the secret 4th way no one uses, which is finding it on the trending page, but even if people did use it no one will find your post initially that way)
tumblr is no longer The Discourse Website. And unlike what Reddit wants you to believe for some reason, it is very much alive still. Most of the people seeking fights have moved to Twitter (though some have also moved back here again). You will not get any brownie points for being a dipshit like you do on some subreddits.
So there, welcome to the hellsite (affectionate), you'll pick up on all the in-jokes eventually, for now just try not to be a nuisance and soon enough this'll be your new internet home.
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aauramarkethub · 2 years
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adroit--2022 · 2 years
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selfpossesedghost · 11 months
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We need to talk about Reddit.
Edit: Reddit CEO said "this too shall pass" when referencing the protest. Because of this, we need to continue protesting indefinitely.
Reddit, a platform I use regularly to interact with Fandoms, has recently increased its pricing for third-party API. The pricing is so steep that it is completely unaffordable and some third-party developers have already announced they are shutting down.
Mods on Reddit rely heavily on these third-party API products as Reddit's is trash.
This means it may be nearly impossible to properly filter and moderate subreddits.
Furthermore,
People with visual impairments will have a significantly harder time accessing Reddit and Subreddits.
This is due to these API providing proper text to speech apps and more.
I won't pretend to understand, but I will provide links at the bottom explaining more in depth.
Many Subreddits and users are GOING DARK on June 12 and June 13th, 2023.
Do NOT use the app, the website, or interact with it whatsoever unless it is on other platforms to protest.
For the betterment of the platform and the users, we must get this new rule overturned. Join Me in the protest.
Links:
The Dragon Age subreddit explaining why they are joining the fight:
The official moderator subreddit detailing the situation:
The Star Wars Subreddit joining:
The official subreddit to save 3rd party apps:
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stevebattle · 12 days
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Romi conversation AI robot, Mixi, Japan (2021). "Romi is a specialized conversation robot that fits snugly in the palm of your hand. Differing from conventional robots equipped with fixed responses, Romi utilizes our cutting-edge proprietary communication AI to keep conversations going, meaning that you can speak to Romi just like a real human. We developed Romi to provide comfort like a pet and understanding like a family member. Possessing a rich range of emotional expression, Romi can share your happiness, sadness, and anger. Romi is sure to brighten your life with over 100 facial expressions and movement patterns and help you bring out the best of every day with over 100 functions such as alarms and reminders." – Providing space and opportunity for communication with Romi, Mixi.
"First, when a person speaks to Romi, Romi converts the voice data into string data via the Google Cloud Speech API. When this string data is sent to the conversation server, the server constructs the answer as text data and returns it to Romi. Finally, Romi uses text-to-speech to convert text into speech and respond to people. Romi uses generative AI in its conversation server to construct answers to people. However, the generative AI model used by Romi is "in a different direction of development'' from models such as GPT-4 … [where] hallucination becomes a major issue. On the other hand, Shinoda's managers tuned Romi based on the idea that even if there were some mistakes, 'as long as it's fun to talk about and the users laugh, that's fine.' This is one of the reasons why we used Stable LM as the base model for our original AI." – an interview with Harumi Shinoda, Vantage Studio Romi Division Development Group Manager, MIXI's conversation robot "Romi" that heals people, AI tuning that emphasizes fun over accuracy.
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max1461 · 8 months
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Potential new use for ChatGPT, but I might need little bit of help with it.
Often, I have some kind of PDF or other document, and I want to convert it to audio with text-to-speech. The problem is that if you apply text-to-speech directly to your average PDF, especially of an academic article, it will try to read a lot of things you don't actually want it to read—titles at the top of every page, interrupting things mid sentence, footnotes, also interrupting the article mid sentence, the literal text of any figures displayed on the page, which usually comes out as a bunch of garbled nonsense, it's a mess.
So I had the idea of feeding the text of an article to ChatGPT and asking it to clean up the formatting for me. This seems generally within its range of capabilities. Ideally I'd like to do this programmatically (can you do that? Is there a ChatGPT API?), but before even getting to that stage I have a problem. Testing it out with a small sample of text, what I'm getting is the following.
Input text:
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Output text:
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As you can see, it does a pretty good job of detecting formatting oddities and removing them—better than any code I could write to do the same. But unfortunately it also changes the wording slightly in random places, including in places not adjacent to any formatting oddities it's meant to be cleaning up.
Does anyone have an recommendations for how I could engineer the prompt a bit to get it to stop doing this?
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