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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Lydia Languish

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Review Open access 2023

Deep Learning Approaches for Speech Recognition Systems

Automatic Speech Recognition (ASR) has evolved from rule-based and statistical methods to deep learning approaches, achieving near human-level performance under certain conditions. Traditional HMM-GMM models face limitations in handling long-term dependencies, speaker variability, and noise. Modern architectures such a...

Lydia Languish · 0 citations
Open access 2021

Neural architecture search for optimizing edge computing in IoT devices

This paper proposes a multi-objective NAS framework that incorporates hardware-aware constraints specific to typical IoT edge platforms, and demonstrates that NAS-generated models outperform conventional architectures in terms of inference speed and power consumption, while maintaining competitive accuracy.

Lydia Languish · 0 citations

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