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Articles Tagged:

neural networks

15

Google's latest AI experiment FreddieMeter lets you know you'll never sing like Mr. Fahrenheit himself

Freddie Mercury may no longer be with us, but his legacy continues to live on in his music, in movies, and now in a web app that judges your singing talents. FreddieMeter analyzes vocal patterns to determine how closely you can recreate the unique voice of Freddie Mercury. It then gives you a score based on your accuracy in general pitch and melody, as well as how closely your timbre matches that of Freddie Mercury's.

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98

Google's six new Assistant voices are now live

During the Google I/O keynote, Google talked about the WaveNet voice engine and how it was making speech synthesis more realistic. To drive the point home, Google announced six new Assistant voices were coming to devices. We expected them to roll out at a later date, but they're already live in the Assistant settings.

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5

Google's Emoji Scavenger Hunt is a browser-based game that tries to make machine learning fun and accessible

"Machine learning" and "neural network" are familiar terms to anyone who follows what Google is up to these days, but they may not be the most accessible or comprehensible concepts for the masses. And that's fine — you don't need to have a firm grasp of machine learning to enjoy better photos or keyboards, for instance. Still, Google has been quietly showcasing ways for users to get more hands-on with these concepts, and the latest such experiment is a game called Emoji Scavenger Hunt.

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4

Google's new Cloud Text-to-Speech platform incorporates DeepMind's WaveNet technology for more natural sounding voices

Back in December last year, we looked in-depth at the work Google has been doing to improve text-to-speech and other artificial language use cases. Artificial voice synthesis can be much more powerful and impressive thanks to WaveNet neural network technology, developed by Alphabet subsidiary DeepMind. It's been used to make the Google Assistant sound more natural, and now makes up part of a whole new product: Cloud Text-to-Speech.

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10

Twitter is using neural networks to improve photo cropping

Twitter doesn't show full photos when they appear in the stream—you need to tap to expand the whole image. Unfortunately, the cropped version of the photo is often framed awkwardly because it's just the middle section of the image. Twitter is solving that problem with a neural network that can understand the composition of your images.

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13

Google announces MobileNets, a family of mobile-first visual recognition models

Today Google has announced the release of MobileNets, a series of TensorFlow vision models built for comparatively low-power, low-speed platforms like mobile devices. In a cross-post on both the Open Source and Research blogs, Google released details about the new visual recognition software. Now even more useful machine learning tools can operate natively on your phone’s hardware, in a fast and accurate way. And, future tools like Google Lens will be able to perform more functions locally, without as much need for mobile data, and without waiting. 

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69

Here are a few ways machine learning has improved Gboard

Google has been improving Gboard with the same type of tools it uses for speech recognition: machine learning. The budding technology is rapidly becoming a ubiquitous method for improving results and performance. If a network can be trained to accurately accomplish something in a performant way, odds are you'll see it introduced to any product it can be applied to. Gboard and text-input as a whole are no different, and we are reaping the benefits of improved corrections and predictions every time we swipe out a low-accuracy message to a friend. But how do these improvements work?

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139

[Update: APK Download] Google Allo can use your selfie to create a personalized sticker pack with machine learning

Selfies are a bit of a pandemic these days; it's almost impossible to get through a day without seeing at least a few on social media. In keeping with that theme, along with Allo's obsession with sticker packs, the 'smart messaging app' can now create personalized sticker packs from just a selfie. We first spotted this in a teardown back in January, but it's finally live.

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34

Google Translate now uses neural machine translation for some languages

Much to my dismay at the time, my high school Spanish teacher could always tell when I used Google Translate. Automatic translation tools often produce results that mostly get the point across, but with strange sentence structures and other quirks. Google is now testing neural machine translations for Google Translate, with the hope of producing more accurate results.

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69

SwiftKey adds neural network predictions to the stable version of its keyboard

SwiftKey released an early experimental version of its neural network-powered keyboard as a standalone alpha app late last year. At the time, we were pretty impressed with the quality of the predictions. Now, the company (which has since been acquired by Microsoft) has updated the main app with new neural network features.

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