How Does Facial Recognition Software Work

How Does Facial Recognition Software Work – Face Scanner Guide

How Does Facial Recognition Software Work – Face Scanner Guide

Muhammad Imran

Author 

August 24th, 2020

We will be looking at how does facial recognition software work, Look into some of the face scanner applications of the facial recognition system.

How Does Facial Recognition Software Work

The world was left in awe back in 2012 when Google announced that it has succeeded in developing the first-ever artificial intelligence models that are able to identify cats on YouTube. Now, today this might not come as shocking news it may be boring to many people; however, back in those days when artificial intelligence was still in early development stages, this was a big breakthrough and only represented the endless potential that was waiting to be unlocked.

Today, as we all are too complacent in using facial recognition technology on our mobile phones, it just represents how much artificial intelligence and other futuristic technologies have developed. And if you haven’t already thought how facial recognition software works, perhaps it is time to consider the technological marvel which you are too complacent to use every day and not think about once.

Face scanners or facial recognition technology is basically the most powerful (Yet) representation of the capabilities of artificial intelligence solution, deep learning, and other similar technologies, which have been developed over the decades to be able to offer users these technological marvels.

Here in this blog, we will be looking at how does facial recognition software works, as well as, look into some of the applications of the facial recognition system in different fields.

So, let’s get started…

What is a Facial Recognition System?

Facial recognition system or face scanners is an advanced application of artificial intelligence technology that is capable of identifying a subject through an image, video, or any other visual element of the face. The most common use of face scanner technology is in our smartphones, which we use every day.

Going a little deeper, the facial recognition system is just another biometric verification system like a fingerprint scanner, voice recognition, IRIS, and others, where AI-based algorithms are able to analyze facial features of a subject to identify and verify its authenticity. However, while identification of fingerprints through fingerprint scanners is much easier, face recognition is much more complicated; since it has to calculate the crucial threshold of similarity between various factors of a face to confirm the authentication of the subject.

Couple it with other complex facial features like wearing hats, beards, and other elements, and facial recognition is surely much difficult and complex as compared to other biometric verification systems including fingerprints and iris scanners; where we have definite patterns to match.

Why Facial Recognition Software is the Talk of the Town in 2020?

Facial recognition has been the talk of the town in 2020; given its mainstream use in smartphones. In fact, the technology was already well established in the smartphone industry back in 2019, however, it only further established its position as the preferred biometric verification technology for smartphone users.

Today, facial recognition is being used across various applications, which required massive image and video datasets to get the machine learning algorithms used in the technology trained to the point that they are able to meet the incredible demand of the technology across various AI products.

Tech companies are increasingly developing rigorous and high-utility applications using facial recognition technology including cattle and livestock industry, traffic analysis, AI video drones for terrain mapping, and many others.

Apart from private applications, facial recognition technology is also being used by governments and law enforcement agencies to identify criminal suspects for easier and better prosecution. Microsoft has in fact also developed AI emotion analysis which can be used to perform advanced sentiment analysis for the projects.

Overall, the sheer power of machine learning and AI products has just started to unveil and we can certainly expect a lot more applications of the technology in the coming years.

How Does Facial Recognition Software Work for Road Traffic Analysis?

Road traffic analysis is just one of the various advanced applications of facial recognition software, where the application is being used actively to monitor and analyze road traffic for better control and easier management.

The advanced facial recognition expertise at Folio3 has resulted in the development of one of its kind AI-powered Road & Safety solutions. The application is powered by advanced deep learning technology and enables easier analysis of road and traffic situations. Leveraging its powerful advanced deep learning algorithms, the application is able to count vehicles on the roads while segregating them into the vehicle type for easier classification of vehicles along with the total count. By using clean and robust algorithms, the application is able to give maximum accuracy and top performance.

This is just one example of the power and potential of facial recognition applications, which will become a necessary service for better management of cities especially congested urban centers. The application is ideally suited for remote management and surveillance of traffic on motorways. Similar applications may include the video surveillance software which can be integrated with the road traffic analysis software for a robust traffic management ecosystem.

How Does Facial Recognition Software Work for Ai Video Analytics?

Another high-potential area for application of facial recognition technology is the video analytics services and solution, which can be used to reinforce the security and surveillance of cities and urban centres. Again, companies like Folio3 has been offering comprehensive and accurate services and solutions for video analytics, which are marketed as effective monitoring systems, as well as, technology for operational efficiency. The technologies behind video analytics solutions include computer vision and machine learning, which are able to create a sense out of any video footage.

Some of the potential applications of advanced video analytics software backed by computer vision, machine learning, and neural networks include;

Facial recognition for smart access.

Pipeline management system.

Customer sentiment analysis.

Advanced driver assistance systems.

Farms and Livestock management.

Terrain mapping.

Medical imagery analysis.

Retail footfall monitoring.

Smart traffic/transport system.

Smart security solutions.

How Does Facial Recognition Software Work for Cattle and Livestock Industries? 

Drones are the perfect match for AI technologies. The two technologies have been integrated for the development of various applications that have in fact helped to solve real-world problems. Now, with the availability of programmable AI drones, tech companies have been able to create applications that are being used for robust farm and livestock management; offering ranchers easy and remote management for surveillance and management of farms and livestock.

Can AI facial recognition software be fooled?

The facial recognition technology has matured quite a bit to the point that it’s pretty hard to fool a robust AI facial recognition software. However, still there are loopholes and limitations at present which can be exploited to fool AI facial recognition software.

How accurate is facial recognition software?

As said above, facial recognition technology has matured greatly with high near-perfect accuracy. Various face identification algorithms can have accuracy scores of up to 99% or even higher.

Start Gowing with Folio3 AI Today.

We are the Pioneers in the Computational Language Theory Arena  – Do you want to become a pioneer yourself ?
Get In Touch

Please feel free to reach out to us, if you have any questions. In case you need any help with development, installation, integration, up-gradation and customization of your Business Solutions. We have expertise in Machine learning solutions, Cognitive Services, Predictive learning, CNN, HOG and NLP.

Connect with us for more information at Contact@folio3.ai

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How to Turn on Speech to Text Android on Smartphone

How to Turn on Speech to Text Android on Smartphone – Beginners Guide

How to Turn on Speech to Text Android on Smartphone – Beginners Guide

Muhammad Imran

Author 

August 17th, 2020

Here in this blog, we will be briefly looking into the speech to text android technology; how you can enable it on your smartphone, and what are some of the best speech to text android apps that you can start using right away.

How to Turn on Speech to Text Android on Smartphone

Writing is a gratifying activity, at least for people like me who love to share their thoughts. However, if it’s even better when you don’t actually have to type to write and rather may simply pull out your phone and start dictating your thoughts and let the magic happen. I mean who wouldn’t like to just lay-back on the couch with legs comfortable up and just dictate lengthy notes?

Well, thanks fully with the advancement of the google speech to text technology mean that now we can keep taking any amount of voice notes on the go through our android phones, using the speech to text android technology. Here in this blog, we will be briefly looking into the speech to text android technology; how you can enable it on your smartphone, and what are some of the best Ai speech to text android apps that you can start using right away.

So, let’s get started.

How to Send Speaking Text Messages Using Speech to Text Android Feature?

Well, obviously before we began looking at some of the speech to text android apps that you can use right away, you should know some basics of using the technology.

And while this feature may seem basic to many android users, still for new users that have just switched to the Android ecosystem or people who aren’t much tech-savvy, a quick guide on how to turn on speech to text on android or how to send a text message using the android speech to text is always helpful, right?

So, let’s see how to turn on speech to text on android and send text messages.

How To Text Message On Android Hands-Free

Step 1 – Go to your message app and start composing

Whichever messaging app you are using (the default or Google messages or any other third-party app) just open the app and start composing the message. Once you are in the composing message screen, you would see a “Microphone” icon at the bottom right of the keyboard.

Tap the icon and start to speak!

Just tap the button and you will see the “Speak Now” message; and you are done. Just start saying whatever you want to write and let the android speech to the text do the magic for you.

Now, for those of you who aren’t used to dictation through Google Speech to text, you may want to learn some dictation punctuation to get started (theses aren’t that difficult though). Nonetheless, you can easily find some of the most common punctuation like to place the “Period” mark you would have to literally say “Period”.

Step 3 – Confirm and Send

Once you are done dictating, just review the message to be sure it’s correctly transcribed and simply press the “Send” button to let it fly away to its destination.

How to Turn On Speech to Text on Android Devices?

Ok, now that you know how to send a text message using voice typing on android, let’s take a quick look at how to turn on speech to text on android devices.

Step 1: Checking the device settings

Before you turn on the voice typing option, you need to check the device settings.

Here’s are a few things you need to check and confirm:

Required:

Remember, voice typing only works with Android 5.0 or above, which means you should check out the Android version on your smartphone.

You would require the latest version of Google app, which is the default for the latest version of android or you can update it from Google Play.

Recommended:

Detect “Ok Google” from any screen.

For offline speech to text, you should download the language of your choice.

Note: Google’s speech to text is available in multiple languages including; English, French, German, and others.

Step 2: Download Voice Access

Once you are done with checking with the prerequisites and recommendations, you would need to download the voice access from Google Play.

Step 3: Enjoy using Voice Access

Well, that’s all is required for you to get the magic started. Here some few simple steps you may follow to turn on Voice Access:

Go to your phone’s settings.

Click on the “Accessibility”.

Tap the “Voice Access”.

At the top right corner “Slide/Switch” On/Off the Voice Access.

Say Ok Google and speak a command like “Open Chrome” and you are on your way.

6 Best Free Android Speech to text Dictation Apps

Now that we are done with the basics of speech to text for android, let’s just quickly jump on some of the best speech to text app for android. We will start by looking at some of the free speech to text apps and then move up to some paid apps.

1. Converse Smartly®

Pros

Quite accurate.

Intelligible.

Adaptive.

Converse Smartly® has gained much appreciation and popularity as one of the best speech to text app for android. The app is developed by Folio3 and offers advanced speech to text features to assist you to perform all of the major tasks over your phone without having to actually touch the keyboard.

The best part about Converse Smartly® is its use of advanced technologies including artificial intelligence and machine learning that not only make it super accurate to transcribe the speech, but also give it the power to learn over time and further improve the accuracy. The developers at Folio3 have certainly done a commendable job using their expertise not just by making a super accurate and advanced speech to text software but also by keeping it intelligible and easy to comprehend for users. Once you are a few weeks into using the app, you will be producing 99% accurate write-ups using your voice. The Converse Smartly® platform is fully compatible with the latest android versions.

2. Google Keyboard

Pros

Free.

Easy to use.

Additional features.

Cons

No shortcut commands.

Well, Google Keyboard is certainly right at the top when it comes to the best speech to text apps for android. While the majority of the Android devices will already have the Google Keyboard accessible, if it’s not available you can always download it from Google Play. And while Google Keyboard is primarily meant as a physical input app (as can be taken by name) it also offers a speech input option directly. And when it comes to the power of Google behind it, you can very well comprehend the power and responsiveness of the tool.

And just if the accuracy and power of the tool weren’t enough, the app offers a plethora of other advanced features (you always expect something out of the box from Google) like triggering the images through voice commands. Furthermore, the app can support over 60 languages and is compatible with Google translate.

3. Speech notes

Pros

Powered by Google Voice recognition technology.

Recognize punctuations.

Easy to use.

Cons

No iOS app.

Next in line, we have a rather easy to use dictation app; Speechnotes. What I like the most about the app is that it doesn’t require you to make an account or anything to get started. Once you are done downloading, simply open the app, press the “Microphone Icon” and you are ready to go.

What makes it even better is that it used the Google Voice Recognition technology, which guarantees the utility and accuracy of the apps. To make life a little simpler for users, it enables easy dictation for punctuation marks, and even offers a keyboard for punctuation.

4.Voice Notes

Pros

Great for quick notes.

Reminder feature.

Organizational features.

Cons

Not great for lengthy notes.

Well, our next choice for the best speech to text apps for android is a smart app that’s perfectly developed to support speech to text conversion on the go. While some of the other apps like the Converse Smartly® or Speechnotes is great for lengthy dictation; the Voice Notes is definitely the go-to app when you are looking to send quick small notes on the go.

The app not only lets you transcribe the voice message quickly and accurately, but you can also save the audio message for later. Also, Voice Notes offer pretty impressive organizational features like reminder tools, which enable users to create an alert for anything or even set recurring reminders. Some of the other tools that come with this nitty tool include customizable categories and color tags for better management.

5.Speech Texter

Pros:

Uses Google’s database.

Online and offline features.

Custom library.

Last, in line, we have yet another powerful and robust android speech to text app that works impeccably well both online and offline. Again, what makes this app special is its use of Google’s database, which means you can certainly rely on its accuracy and powerful features. Also, if you want to use the app in offline mode, you would have to re-download the language library from Google Play. You can easily download the language library of your choice by heading towards the virtual keyboard following these steps:

Settings > system > languages and input > virtual keyboard

Once you are there, simply switch the Google Voice Typing “On” and choose “Offline Speech Recognition”. From there, you can choose the language of your choice.

Apart from the speech to text dictation, the app also lets you create and send messages, emails, or tweets using voice input.

5 Best Paid Speech to text App for Android

Now that we are done with the best free speech to text apps for android, let’s look at some of the best-paid android speech to text apps.

1. Dragon Anywhere

Pros:

Great accuracy.

easy sync with the desktop version.

Cons:

Limited dictation within the app.

Need internet connection.

Dragon Anywhere is undoubtedly one of the best Android speech to text apps available in the market. It’s a comprehensive app that offers robust dictation capabilities which are powered by the cloud. This means that you can are essentially able to get consistent experience and access to the notes from your mobile device or desktop software.

2. Otter

Pros:

Free tier.

Export options.

Team collaboration.

Live captioning.

Otter is another powerful cloud-based speech to text android app. What differentiates it from the Dragon Anywhere is that it is essentially meant to be used in mobile devices like smartphones or laptops. The app offers consistent, accurate, and real-time transcription services, as well as, enables users to edit and organize the notes, as and when required.

Perhaps the best part about the app is that it is meant to support meetings, lectures, or other team collaborations. This means that it’s the perfect business app that can be used for business meetings or during class lectures with multiple speakers.

3. Verbit

Pros

AI-powered.

Team working.

Enterprise service.

Cons

Not always live.

Verbit using AI capabilities to offer smart and reliable transcription and captioning services to users. While it may be used by individuals, it is primarily targeted towards the educational institutes and enterprises. By using advance and complex neural networks and algorithms, the app can suppress the background noise and concentrate on the speaker, thereby, greatly improving the accuracy and speed of the transcription. And while it does offer a speech to text capabilities, it is best described as a transcription app focused one educational institute and organizations.

4. Speechmatics

Pros:

Keyword triggers.

Media Captioning.

Support multiple accents.

Next in line, we have another powerful speech to text app – speechmatics. Like some of the other apps in the list, speechmatics use power technologies like machine learning to build the app accuracy over time and offer a reliable and precise speech to text services to users.

The best part about the app is its capability to comprehend multiple accents and keep up with its accuracy; which is great considering how many users suffer because of unintelligible accents.

6. Braina Pro

Pros

Robust digital assistant.

Great accuracy.

Cons:

Subscription model only.

Braina isn’t just a powerful speech to text application, rather it’s a robust and all-round digital assistance that helps you complete all major tasks on your mobile or PC. The app supports the third-party dictation in over 90 languages, which certainly take it to the top as the best android app for speech to text conversion.

And since it’s your virtual assistant, you can use it for a plethora of daily routine tasks like setting reminders, alerts, searching music, or any other tasks.

Folio3 is your best speech to text android custom app partner

Folio3 is known for its innovative and practical technology solutions that are meant to assist businesses to achieve their full potential. Converse Smartly® is the trademark speech to text software that has proven the deep expertise of the company in the application of futuristic technologies like machine learning, deep learning, and artificial intelligence to come up with precise and versatile technology solutions. Converse Smartly® is meant to offer businesses and individuals alike with a simple to use and interactive speech to text conversion platform which can help them to improve their workflow processes and systems and improve their operational efficiency.

How do I activate voice to text on android version 10?

To activate the voice to text on android version 10 follow these simple steps:

Install Gboard on your mobile device (can be downloaded from Google Play).

Open any typing app like message or Gmail.

Start composing the message.

Click on the “Microphone Icon” at the bottom right.

Start speaking once you see “Speak Now” message.

Start Gowing with Folio3 AI Today.

We are the Pioneers in the Computational Language Theory Arena  – Do you want to become a pioneer yourself ?
Get In Touch

Please feel free to reach out to us, if you have any questions. In case you need any help with development, installation, integration, up-gradation and customization of your Business Solutions. We have expertise in Machine learning solutions, Cognitive Services, Predictive learning, CNN, HOG and NLP.

Connect with us for more information at Contact@folio3.ai

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what is audio transcription software

What is Audio Transcription – Beginners Guide

What is Audio Transcription

Muhammad Imran

Author 

August 3rd, 2020

In this blog below, we will be going through everything you want to know about audio transcription briefly, while also discussing the experience of being an audio transcriptionist.

what is audio transcription software

The simplest definition of audio transcription is the conversion from verbal to written form. However, this isn’t just limited to it, and once you start working your way through the audio transcription you will surely discover new things. The audio transcription enables you to carve out an entire experience for your audience through a video or audio file.

So, for a small investment, you make in speech to text software, you would be able to add life to your content. In this blog below, we will be going through everything you want to know about audio transcription briefly, while also discussing the experience of being an audio transcriptionist.

What is Audio Transcription?

One of the most common queries that I receive, whenever I advertise for the need of an audio transcriptionist, is the candidates asking “what is audio transcription?”

Well, to put it simply, audio transcription is the speech to text conversion. Yes, you can relate it to your good old childhood days when your teacher dictates you to improve your writing skills. Obviously, it’s no more limited to the scope of the teacher’s dictation, but I am sure it gives you a fair idea about what we are talking about.

Today, audio transcription is used in virtually every industry from public speeches to business meetings and courtroom proceedings. And if we move to the most recent definition of the work, it is about converting the digital recordings into text. This is to say that as an audio transcriptionist, you may be given digital proceedings of a webinar or an interview conducted over the phone recording app; to convert it into text.  

So, when you say “what is audio transcription?” it could be defined in several ways, however, at its core, it’s the written version of any verbal speech.

What is an Audio Hour in Transcription?

What is an audio hour in transcription is another frequent query asked by many aspiring transcriptionists. An audio hour in transcription refers to the time required to convert one hour of audio into written text. The standard time to convert one hour of clear audio into transcription is 4 hours (4:1) – or we can say that an hour of transcription is required for 15 minutes clear audio recording.  

Now, the above mentioned time is just standard and that the quality of the audio (clarity, speed), as well as, the skills of the transcriptionist will have the final say about the time required to transcript one hour of audio. In my experience, if the audio is clear with low noise, a slow speaker and an experienced transcriptionist may lower the transcription time required by as much as 3:1 or even 2:1.

Contrarily, if the audio quality is muffled or garbled, then the transcription time even with an experienced transcriptionist may sore to become 6 or even 10 hours of transcription time for one hour of audio.

So, when we talk about an audio hour in transcription, it simply represents the time required to transcript one hour of audio; which may take anywhere from two hours to 10 hours or more!

What is Converse Smartly Audio Transcription? 

Converse Smartly® is one of the most powerful and competent speeches to text software that enables businesses to transcribe any length of audio fast and precisely. Developed by Google speech to text service, the software is meant to assist businesses and individuals alike to improve their efficiency and accuracy of audio transcription requirements. The advanced features of the platform can also be used to analyze the speech with multiple voices (team meetings, interviews, or webinars).

Converse Smartly® is powered by robust cutting-edge technologies to deliver the most precise results possible in the speech to text industry today. To enable higher productivity and efficiency for businesses, the software also includes various built-in tools enabling users to leverage the full potential for the platform.

Powered by cognitive learning, the Converse Smartly® is developed using deep-learning neural network algorithms that offer unprecedented accuracy for speech to text conversion. The machine-learning algorithms powering the platform also enable the software to consistently improve the accuracy by learning the voices and words over time. 

Key Features of Converse Smartly® 

Apart from its unprecedented accuracy and speed for speech to text conversion, some of the advanced features of Converse Smartly® includes:

Speech Analysis

The platform comes with the capability to analyze speech patterns. The dedicated speech analysis capability of the software is meant to understand the speech content and recognize spoken words with more accuracy.

Text Analysis

The text analysis feature of the platform enables the advance representation of text as data which subsequently may be used to mined for insights and pattern analysis.

Multiple Speaker Detection

Another advanced feature of the Converse Smartly® is the multi-speaker detection which enables identification of speakers by partitioning the audio stream into smaller homogeneous segments.

Some of the other features of Converse Smartly® includes:

Automated summary generation

Real-time transcription for English language speeches

Sentiment analysis

Built on Google Speech and IBM Watson technologies

Generate word cloud

What is a Transcriber Definition? 

Just as there can be multiple definitions for transcription services, similarly there may be multiple definitions of the transcriber. In essence, the transcriber is the person/process that is used to convert audio into text. Going by this definition, a transcriber can be a human that has the understanding of the language and context; performing the speech to text conversion; whereas, the transcriber may also be an automated platform/software like Converse Smartly® that is used for voice recognition and speech to text conversion.

Advantages and Benefits of Audio Transcription?

Transcription services have various benefits and advantages depending on your goals and objections. For starter, businesses and individuals alike can leverage the accuracy and affordability of audio transcription services to add value to their audio/video content. Also, companies may leverage the benefits of audio transcription to record and generate text files for the webinars, group meetings, or client meetings.

Another benefit of audio transcription is that it enables businesses to reach a wider audience by creating text in different languages. Similarly, by creating an email marketing content out of a popular video is another beneficial use of the audio transcription services. Whereas, the service can also be used to generate an in-depth blog post through a popular podcast episode.

Folio3 is Your Best Audio Transcription Tech Partner

Thanks to the highly experienced and expert team of developers at Folio3, the company has established in the speech recognition technology with its powerful and advanced speech to text software; Converse Smartly®. The platform is already being used by some of the leading businesses across the world and has been recognized as a leader in Cognitive services by the “Cognitive Services – Global Market Outlook (2017 – 2026).

What is the best transcription software audio to text?

Honestly, the best transcription software for audio to text depends upon your individual needs and requirements. There are multiple great audios to text converter that can come handy for businesses and individuals to cater to their needs of audio to text transcriptions. Some of the best transcription software audio to text includes:

Google Speech

Converse Smartly®

Dragon Anywhere

What is it like to work in an audio transcription field?

As an audio transcriptionist, you would be listening to audio/video files of various length trying to hear the audio and convert it into text, while keeping up the context and integrity of the sentences and phrases. You may be working with single or multiple industries like legal, medical, and others; thereby, you would have to identify jargon and technical terminologies in each industry. As for the compensation, it will vary depending upon your skills and experience. Generally, you may be making from $20 to $45 per hour for the transcription services.

Start Gowing with Folio3 AI Today.

We are the Pioneers in the Computational Language Theory Arena  – Do you want to become a pioneer yourself ?
Get In Touch

Please feel free to reach out to us, if you have any questions. In case you need any help with development, installation, integration, up-gradation and customization of your Business Solutions. We have expertise in Machine learning solutions, Cognitive Services, Predictive learning, CNN, HOG and NLP.

Connect with us for more information at Contact@folio3.ai

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