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Abstract: State-of-the-art neural network language models (NNLMs) represented by long short term memory recurrent neural networks (LSTM-RNNs) and Transformers are becoming highly complex. They are ...

Abstract: In recent years, scientists are paying much attention to the research on automatic dementia detection that could be applied to the speech samples of dementia patients. In a related context, ...

In the LSTM-AE model, anomaly detection is performed using reconstruction error, defined as the difference between the input sequence and its reconstruction. For the GNN model, anomalies are ...

Artificial Intelligence (AI), especially deep learning, has significantly impacted audio and video signal processing. With large-scale multimodal datasets and enhanced computational resources, AI is ...

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