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Author

Lydia Languish

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Review Open access 2023

Deep Learning Approaches for Speech Recognition Systems

This paper presents a comprehensive review of deep learning-based ASR systems, covering their evolution, acoustic feature extraction, end-to-end modeling, and training techniques, and concludes that deep learning is the standard for ASR.

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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