Siamese networks for speaker identification on resource-constrained platforms

• Main Authors: Lim, Jun Jie, Ahmad Zabidi, Muhammad Mun’im, Abdul Manan, Shahidatul Sadiah, Ab. Rahman, Ab. Al-Hadi
• Format: Conference or Workshop Item
• Language: English
• Published: 2023
• Subjects: TK Electrical engineering. Electronics Nuclear engineering
• Online Access: http://eprints.utm.my/107836/1/MuhammadMunim2023_SiameseNetworksforSpeakerIdentification.pdf; http://eprints.utm.my/107836/; http://dx.doi.org/10.1088/1742-6596/2622/1/012014
• Institution: Universiti Teknologi Malaysia

This paper investigates the implementation of a lightweight Siamese neural network for enhancing speaker identification accuracy and inference speed in embedded systems. Integrating speaker identification into embedded systems can improve portability and versatility. Siamese neural networks achieve...