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Technology, news and insights
Running LSTM neural networks on an Imagination NNA
Speech recognition has become more relevant in recent years: it enables computers to translate spoken language into text. It can be found in different types of applications, such as translators or closed captioning. An example of this technology is Mozilla’s DeepSpeech, an open-source speech-to-text engine, which uses a model trained by machine learning techniques based on Baidu’s Deep Speech research paper. We are going to provide an overview of how we are running version 0.5.1 of this model, by accelerating a static LSTM network on the Imagination neural network accelerator (NNA), with the goal of creating a prototype of a voice assistant for an automotive use case.
Imagination China sees 2020 out in award-winning style with IMG Series 4 NNA
Earlier this month Imagination Technologies picked up two awards for its recently launch IMG Series 4 neural network accelerator (NNA). Our NNA is no stranger to awards, with the design team behind the Series2 NX and the NNA itself picking up gongs for its groundbreaking performance. The Series 4 takes things to new levels, with its scalable architecture offering 500 TOPS of performance, and even beyond.
The Android Invasion: Imagination GPU IP buddies up with Google-powered devices
Google Android continues to have the lion share of the mobile market, powering around 75% of all smartphones and tablets, making it the most used operating system in the world. Imagination’s PowerVR architecture-based IP and the Android OS are bedfellows, with a host of devices based on Android coming to market all the time. Here we list a few that have appeared in Q4 2020.
