Benchmarking and Improving NN Execution on Digital Signal Processors for Hearing Instruments

Benchmarking and Improving NN Execution on Digital Signal Processors for Hearing Instruments

Explore a tinyML Talks webcast on benchmarking and improving neural network execution on digital signal processors for hearing instruments. Learn about Demant's DSP-based platform and a custom neural network processing engine developed for power optimization. Discover performance comparisons between DSP and NNE implementations using a keyword spotting application benchmark. Gain insights into techniques like reduced word length, parallel MACs, and two-step scaling for enhancing NN execution in hearing aids.