Google DeepMind has come up with an error correction technique it says will make quantum computers more reliable, particularly at scale. While quantum computing holds tremendous promise — potentially able to solve in just a few hours problems it would take a conventional computer “billions of years” to figure out, Google claims — the systems are notoriously unstable, due to the delicacy of the “quantum state.” AlphaQubit is an AI-based decoder that identifies quantum computing errors with accuracy. Combining DeepMind’s machine learning expertise with Google Quantum AI error correction, the technique advances efforts to create a reliable quantum computer. Continue reading Google DeepMind Touts AI-Powered Quantum Error Detection

Google is attacking slow-loading web pages with the new JPEG image encoder/decoder Jpegli, which offers a 35 percent compression ratio improvement using high quality compression settings, the Alphabet company says. The Jpegli JPEG coding library offers backward compatibility via “a fully interoperable encoder and decoder complying with the original JPEG standard and its most conventional 8-bit formalism, and API/ABI compatibility with libjpeg-turbo and MozJPEG,” Google says. The resulting images compressed using Jpegli are “more precise and psychovisually effective” as a result of computations that make images “look clearer” with “fewer observable artifacts.” Continue reading Google Introduces Faster, More Efficient JPEG Coding Library

Meta Platforms says its vision for the metaverse will rely heavily on compression technology “to deliver high-quality, uninterrupted experiences for everyone.” With that in mind, it’s trained its Fundamental AI Research (FAIR) lab on developing “hypercompression” solutions. First up is EnCodec, an audio technology it says compresses at 64 kbps, with no loss in quality, and at 10 times the efficiency of MP3. The EnCodec protocol has the potential to  greatly improve the sound and reliability of speech over low-bandwidth (like when your mobile phone is only getting one bar). It also works for music. Continue reading Meta Says Its AI-Compressed Audio Codec Beats MP3 by 10x

Google’s artificial intelligence researchers made an unexpected discovery with its new SpecAugment data augmentation model for automatic speech recognition. Rather than augmenting input audio waveforms, SpecAugment applies augmentation directly to the audio spectrogram. Researchers discovered, to their surprise, that models trained with SpecAugment out-performed all other speech recognition methods, even without a language model. Amazon also revealed research on improving Alexa’s speech recognition by 15 percent. Continue reading Google and Amazon Use AI to Improve Speech Recognition

Facebook unveiled Spectrum, an open-source image processing library to help improve the quality and reliability of images uploaded through its own apps. Spectrum, which Facebook first showed publicly and launched in beta in November, is now on GitHub, available to the developer community. As higher quality cameras on smartphones have become a key selling point, consumers are dealing with larger image files, which can be a stumbling block since they eat up more device memory and more network bandwidth. Continue reading Facebook Introduces Open-Source Image Processing Library

Facebook’s Rosetta is a machine learning system that extracts text in many languages from over one billion images in a real time. Facebook built its own optical character recognition system that can process such huge amount of content, day in and day out. In a recent blog post, Facebook explained how Rosetta works, using a convolutional neural network to recognize and transcribe text, even non-Latin alphabets and non-English words. The system was trained with a mix of human- and machine-annotated public images. Continue reading Facebook Adds 24 Languages to Rosetta Translation Feature

As a follow-up to its original $700 4K media player, Sony has announced a new model, the FMP-X10, that will provide access to Sony’s Video Unlimited 4K download library and be able to stream 4K Netflix content. The new player, available this summer, will be compatible with Sony Ultra HD sets and include 1 terabyte of storage. A price has yet to be announced. Sony’s Video Unlimited 4K library currently features more than 200 titles (45GB-60GB files), about 50 of which are available for free. Continue reading New Sony Media Player to Access 4K Library and Stream Netflix