tiny ML Asia 2021 Partner Session Qualcomm: Always on audio, speech network

tinyML Asia 2021 Partner Session Qualcomm Alwayson audio, speech network architectures, personalization, and framework Kyuwoong HWANG, Senior Director, Qualcomm Research, Korea We introduce efficient network architectures for audio, speech alwayson applications such as keyword spotting and acoustic scene classification that leverages domain characteristics to achieve good performance with minimal memory and computation. Personalized pruning at a device with only a forward pass reduces a network when a specific person uses it, which is typical in many cases. We briefly introduce our deep machine learning framework, too.