Microcontroller Based Intelligent Chinese-Speech Keywords Detector by Transferring the Mid-level Features of Deep Speech

Junaid Hussain Muzamal,Muhammad Asghar, Anne Kwong,Usman Ahmed Raza

2021 International Conference on Communication Technologies (ComTech)（2021）

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摘要

Speech Keywords Detection (SKD) can be described as a task of finding keywords in audio streams, while only a few samples of the keyword are available. SKD has immense applicability in terms of making the temporal signature of audio, to implement the word clouds, voice-command-based appliances, and intelligent voice-based agents. Existing SKD applications suffer from high power requirement constra...

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关键词

Speech Keywords Detection (SKD),Audio Processing,Deep neural Network,Deep Speech,Machine Learning,Speech recognition,Artificial neural network,Transfer learning,Prototypical learning

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