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eess.AS2024
RepCNN: Micro-sized, Mighty Models for Wakeword Detection
Arnav Kundu, Prateeth Nayak, Priyanka Padmanabhan +1
Always-on machine learning models require a very low memory and compute footprint. Their restricted parameter count limits the model's capacity to learn, and the effectiveness of t…
eess.AS2022
HEiMDaL: Highly Efficient Method for Detection and Localization of wake-words
Arnav Kundu, Mohammad Samragh Razlighi, Minsik Cho +2
Streaming keyword spotting is a widely used solution for activating voice assistants. Deep Neural Networks with Hidden Markov Model (DNN-HMM) based methods have proven to be effici…