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Amazon Works On Better Voice Emotion Detection In AI Systems

Recently, Amazon programmers announced their plan to present a different approach to emotion-classifying AI. The paper will be presented during the International Conference on Acoustics, Speech, and Signal Processing. It seems that their strategy basically is to provide the AI systems with a data set of thousands of utterances from 10 different speakers. The goal is to create a more accurate neural network, making AI Systems pick up emotions in users’ voices more easily.

Listening to someone’s voice can give you many clues on what the person is actually trying to say. The tone’s fluctuations can be used to accentuate ideas and even change the meaning of the pronounced words. Emotions are entirely contained in the sound of someone’s voice. Studying emotion can be used in many ways. For example, it can be used to detect early signs of dementia or heart attack, and it can offer the chance to enhance the responsiveness of AI systems. Voice assistants like Google Assistant, Siri, and Alexa could soon have the ability to pick up users’ tone of voice, understanding their emotions better.

Amazon Works On Better Voice Emotion Detection In AI Systems

This idea is not new, as Amazon has been working for a long time to give Alexa the ability to determine people’s mood or emotional state. Researchers classified emotions based on three measures: valence, activation, and dominance. The training consists of 3 steps. The first one uses unlabelled data to and the encoder and decoder individually. Next, the encoder is tuned by attempting to distinguish real representations from artificial ones.

Lastly, the encoder is tuned to make sure the latent emotion is represented in such a way that helps the encoder predict emotional labels. After several experiments, researchers say that their AI System gained a 3% rise in the accuracy of assessing valence. Even more, when the system was faced with a sequence of representations of 20 milliseconds each, the accuracy improved by 4%.

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News Tech

Best Premium Antivirus Solutions in 2019

A reliable antivirus solution is a necessity in our days. As nefarious entities continue to develop and release harmful malware, a good antivirus can make the difference between a secure system and a disaster.

Several free antivirus solutions are available, but in some cases, you may want to pay a little extra for the best service possible. This article will explore some of the most efficient and popular premium antivirus solutions which can be used today.

Best Premium Antivirus Solutions in 2019

Bitdefender Antivirus Plus 2019

The king of the antivirus market retains its crown for yet another year. Bitdefender Antivirus Plus may ask for an annual fee, but the price is quite small in comparison to the features of the software.

The robust solution can detect viruses at a blazing speed, it can filter web content to keep dangerous files away, and a built-in browser will add an extra layer of security to your online banking activity.

The latest version comes with innovative and complex ransomware protection, which can scan and deflect threats before the system is compromised.

Norton Antivirus Plus

It is likely that many internet users head about Norton at least once in their lives. The reputable antivirus software is used and recommended by a large number of companies, and the consumer-level version comes with lots of interesting features.

Norton Antivirus Plus can fight against a large selection of threats as suspicious downloads will be quarantined almost immediately. Users will also enjoy 2GB of cloud storage space for important files and a great password manager.

McAfee Total Protection

It may not be entirely bulletproof, but McAfee Total Protection offers an excellent bang for its buck. Besides the classic antivirus features, users will enjoy access to a PC boosting feature, a solid file encryption function, and advanced firewall options.

A large advantage comes from the fact that you can opt for a special package which covers ten individual devices for less than the price of two individual licenses offered by the competitors.

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Games News

How to Fix Clash Royale Not Working Error

Clash Royale is a popular smartphone game, basically deployed on Android and iOS. However, the game, like other smartphone games, is prone to regular “game crashes” and “connection” errors.

If you are encountering either of these errors, follow through this tutorial, as we bring you a set of fixes to resolve the issue.

How to Fix Clash Royale Not Working Error

As pointed out earlier, Clash Royale is basically designed for smartphones. Therefore, in fixing the various kinds of errors associated with it, the operating system of your smartphone needs to be considered.

Fix 1: For iOS

If Clash Royale is not loading/working or crashes on iOS devices (iPhones and iPads), you can fix the problem by following the step-by-step guidelines below:

  • Disable internet or Wi-Fi connection and exit game.
  • Restart device.
  • Check for iOS updates: navigate to Settings, select General and click on Software.
  • Update as appropriate (if needed).
  • Free up space on your smartphone’s memory: delete redundant apps and files.
  • Allocate more RAM space to the game and kill off other running apps and processes.
  • Power off your device and power it on again.
  • Relaunch Clash Royale and check if the error is fixed.

If, after going through the above procedure, Clash Royale is still not working or loading properly, you may have to reinstall the game or update to a newer version.

To fix this error on Android, check the next section.

Fix 2: For Android

To fix the error of Clash Royale not working on Android smartphones and tablets, follow the steps below:

  • Disable internet or Wi-Fi connection.
  • Power off your Android smartphone and power it on again.
  • Go under
  • Locate and click on
  • On the the next window showing list of applications, locate and select Clash Royale.
  • Click on the Force Stop
  • After force-stopping the game, proceed and clear the game’s cache
  • Restart device and relaunch the game.

Once this is done, the error should now be fixed. If it persists, you can try and allocate more RAM space to the game, troubleshoot internet connection or simply reinstall the game. One of these would eventually fix the error.

Were you able to fix the Clash Royale not working error? Share your experience with us by commenting below.

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Games News Tech

Fix: Clash of Clans Connection Error – Unable to Connect with the Server 2018

Getting the “unable to connect with server” error while playing Clash of Clans on your smartphone? This tutorial will show you a way out.

Clash of Clans is a multiple player game, which is accessed/played over the internet. However, due to a host of factors, ranging from unstable internet connection to issues with the game’s cache, gamers often get a connection error while playing the game.

Hence, if you encounter this connection error, you can try some of the fixes in this tutorial.

Fix: Clash of Clash Connection Error

Basically, the “unable to connect with server” error (in CoC) indicates issues with your phone’s internet connection. Hence, to fix this error, you can try the following fixes:

Note: Ensure the game is properly synced with your Google account and the time settings are properly configured.

  1. Troubleshoot Mobile Internet

First off, troubleshoot your phone’s internet connection by doing the following:

  • Close the game.
  • Disable internet connection
  • Enable Airplane mode and leave it there for a minute or two.
  • Disable Airplane mode.
  • Relaunch Clash of Clans.

This short procedure would refresh your connection, and the connection error should now be fixed. If the issue persists, try the next fix.

  1. Change Internet Source

In most cases, this error is caused by internet problem, either due to slow loading speed or low coverage. Hence, you can change your internet source (by connecting to a new Wi-Fi network or a different mobile network) and see if the issue is resolved.

If the connection error lingers, the problem is probably not from your internet network or ISP. Hence, you can try the next fix.

  1. Clear Clash of Clans’ Cache

You can navigate to your smartphone’s application manager and clear the cache of the game to free up space. This could fix the error, provided the connection error was not originally caused by your internet network. Also try and restart your phone after clearing the cache.

If the connection error persists, you can try the next fix.

  1. Update/Reinstall CoC

Ultimately, you may have to update/reinstall the game, as there could be bugs in the current version you are using, which may be the cause of the connection error.

If the error remains unfixed, you can reach out to CoC’s developers here, for assistance.

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Games News

Pokemon Go June 2019 Community Day Will Feature Slakoth And Shiny Slakoth

Pokemon Go remains one of the most popular augmented reality games in the world, and millions of players continue to play the game each day. The May Community Day took place recently, but the first details about the Pokemon Go June 2019 Community Day are already available. The June Community Day will take place on June 8th, and it will feature one of the most popular Pokemon from Ruby and Sapphire – Slakoth.

Pokemon Go is one popular augmented reality mobile game

Pokemon Go was released in the summer of 2016, and it became an instant hit among mobile users. The title offers an enjoyable gameplay experience as players are able the become Trainers and amass a vast selection of Pokemon.

Besides collecting Pokemon, players also have the option to battle rival players and visit special zones to collect valuable resources.

The entire Pokemon Go experience is offered for free, but players have the option to use real-world money to buy a selection of useful consumable items.

Pokemon Go June 2019 Community Day will feature Slakoth / Shiny Slakoth

During the Pokemon Go June 2019 Community Day, the players will have the chance to capture the lovable Slakoth Pokemon since it will have an increased spawning rate in the wild. This will allow players to capture the Pokémon and collect a large amount of Slakoth candy. Those who are lucky may encounter a Shiny Slakoth.

If you manage to evolve it to Slaking before the Community Day event will be finished, the Pokemon will receive an event-exclusive move. The move has remained elusive, although some theories can be found on the internet.

Besides the increased Slakoth spawn rate, Pokemon Go June 2019 Community Day players will enjoy a selection of other bonuses during the event. The Lure modules will remain up for three hours instead of the usual 30 minutes time limit. Eggs will also hatch considerably faster since the distance threshold will be reduced by 75%, which is great if you wish to get some of the new Gen 4 Pokemon.

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