Aritra Bandyopadhyay Swiss Grid // Astro

Differential Evolution Algorithm Based Hyper-Parameter Selection of Convolutional Neural Networks for Speech Command Recognition

An evolutionary search approach for CNN hyper-parameters in speech command recognition.

Differential Evolution Algorithm Based Hyper-Parameter Selection of Convolutional Neural Networks for Speech Command Recognition

Aritra Bandyopadhyay, Anuvab Sen, Sandipan Dhar, Nanda Dulal Jana, Arjun Ghosh, Zahra Sarayloo

Evolutionary Computation Theory and Applications (IJCCI / ECTA) · 2023

PDF Code

This paper studies speech command recognition and proposes a Differential Evolution based search strategy for CNN hyper-parameters. The goal is to reduce manual tuning cost while improving classification quality on the Google Speech Commands dataset.