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
Partners
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.
Technologies
Functional Safety for Automotive
Cadence is committed to enabling Functional Safety applications across the Tensilica processor lineup, whether it's an off-the-shelf processor/DSP IP or a custom domain-specific processor for a specific application
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Tensilica Processor Technology
Differentiate, reduce time to market, add flexibility, and get the best performance, power, and area
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TIE
Customize your DSPs/processors for optimized performance, energy efficiency, and differentiation
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Development Toolchain
Create a perfect match for your application, guaranteed correct by construction
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Cadence is committed to keeping design teams highly productive with a range of support offerings and processes designed to keep users focused on reducing time to market and achieving silicon success.
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Training
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Xtensa Processor Generator (XPG)
The Xtensa Processor Generator (XPG) is the heart of our technology - the patented cloud-based system that creates your correct-by-construction processor and all associated software, models, etc. (Login Required)
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