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cs.LG2025
EdgeCodec: Onboard Lightweight High Fidelity Neural Compressor with Residual Vector Quantization
Benjamin Hodo, Tommaso Polonelli, Amirhossein Moallemi +2
We present EdgeCodec, an end-to-end neural compressor for barometric data collected from wind turbine blades. EdgeCodec leverages a heavily asymmetric autoencoder architecture, tra…
cs.LG2025
Efficient Continual Learning in Keyword Spotting using Binary Neural Networks
Quynh Nguyen-Phuong Vu, Luciano Sebastian Martinez-Rau, Yuxuan Zhang +4
Keyword spotting (KWS) is an essential function that enables interaction with ubiquitous smart devices. However, in resource-limited devices, KWS models are often static and can th…