Efficient Machine Learning on HiFi DSPs Using TensorFlow
This presentation will walk through the details of building a keyword-detection model and deploying it on a HiFi DSP using the TensorFlow tool chain.
Overview
The Age of the Voice UI
Blending a neural network (NN) with digital signal processing, the Cadence® Tensilica® HiFi 5 DSP easily executes the two complementary aspects of speech recognition: audio pre-processing and speech recognition/keyword detection. Voice-controlled appliances, whether in the home or in automobiles, can achieve rich voice interactions with the HiFi 5 DSP's leading-edge performance.
Key Benefits
Highest Neural Network Performance
4X performance of HiFi 4 DSP
Highest DSP performance
2X performance of HiFi 4 DSP
Highest codec performance
Complex object-based codecs
ISO 26262 Compliant
Certified as ASIL-compliant and equipped with both hardware and software safety mechanisms
Target Applications
Features
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Cadence, through its Tensilica processor IP, brings together best-in-class products and services from industry leaders to help you accelerate the development of your SoC designs while meeting your demanding power and performance requirements. Browse the list of Tensilica processor IP service partners below.
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