Mario Castaño Ocaña

Dozens, Not Thousands: A Small Dataset Pipeline for Custom Wake Words

We introduce an end-to-end pipeline for customizable wake word detection which does not rely on pre-existing dataset and is designed for robotics and smart interactive devices. By leveraging the pre-trained OpenAI Whisper encoder and a LoRA adapter, our method can be trained with only a few dozen user-provided audio sa...