keyword spotting
PulseAugur coverage of keyword spotting — every cluster mentioning keyword spotting across labs, papers, and developer communities, ranked by signal.
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New Paper Outlines Embedded ML Workflow for Microcontrollers
A new paper details a comprehensive workflow for implementing machine learning on microcontrollers, focusing on the engineering challenges of resource-constrained devices. It covers data acquisition, signal preprocessin…
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Audio classification robustness needs clear representation reporting
Researchers have identified a critical ambiguity in applying randomized smoothing for audio classification robustness certification. The standard method assumes noise is added in a single vector space, but audio process…
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Perforated Neural Networks boost edge AI accuracy and efficiency
Researchers have developed Perforated Neural Networks, a novel approach to optimizing models for edge devices. This technique, which involves adding artificial Dendrite Nodes to standard convolutional neural networks, w…