In this research, first we will using tensor network techniques speedup the processing in neural network since computational cost is a major bottleneck in neural network based deep learning. Note that the weight matrix in each layer of neural network is with huge size, because of millions of parameters. This may cause large time complexity […]

Artificial intelligence (AI) provides powerful tools to many acoustic related applications. This proposal aims at acoustic signal processing and analysis and its applications using AI technologies. In order for AI to make progress in understanding the acoustic world around us, it needs to be interpreted along with multimodal messages. Three subprojects, i.e., multi-modal acoustic scene […]

The advent of blockchain technology has revolutionized the perception of modern payment systems. However, in such a system securely managing one’s wallet is a challenging issue. A typical user has access to a suitable wallet software and uses it to authenticate transactions. As wallets generate digital signatures, it requires an access to the private key […]