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Attention is a very popular and effective mechanism in artificial neuralnetwork-based sequence-to-sequence models. In this survey paper, acomprehensive review of the different attention models used in developingautomatic speech recognition systems is provided. The paper focuses on thedevelopment and evolution of attention models for offline and streaming speechrecognition within recurrent neural network- and Transformer- basedarchitectures.

Thank you for Attention: A survey on Attention-based Artificial Neural Networks for Automatic Speech Recognition