3 papers
cs.SD2026
Sub-Model Short-Term Memory Convolutions for Keyword Spotting Systems on Device
Paweł Warlewski, Artur Czeczko, Artur Szumaczuk +2
Keyword Spotting (KWS) is becoming increasingly important as voice-controlled devices grow more widespread. While voice interaction with smartphones and smart TVs is already common…
cs.LG2024
SOI: Scaling Down Computational Complexity by Estimating Partial States of the Model
Grzegorz Stefański, Paweł Daniluk, Artur Szumaczuk +1
Consumer electronics used to follow the miniaturization trend described by Moore's Law. Despite increased processing power in Microcontroller Units (MCUs), MCUs used in the smalles…
cs.LG2023
Short-Term Memory Convolutions
Grzegorz Stefański, Krzysztof Arendt, Paweł Daniluk +2
The real-time processing of time series signals is a critical issue for many real-life applications. The idea of real-time processing is especially important in audio domain as the…