Search Results for author: Fei Xiang

Found 4 papers, 1 papers with code

Quantum-activated neural reservoirs on-chip open up large hardware security models for resilient authentication

no code implementations21 Mar 2024 Zhao He, Maxim S. Elizarov, Ning li, Fei Xiang, Andrea Fratalocchi

Quantum artificial intelligence is a frontier of artificial intelligence research, pioneering quantum AI-powered circuits to address problems beyond the reach of deep learning with classical architectures.

A Coupled Random Projection Approach to Large-Scale Canonical Polyadic Decomposition

no code implementations10 May 2021 Lu-Ming Wang, Ya-Nan Wang, Xiao-Feng Gong, Qiu-Hua Lin, Fei Xiang

We propose a novel algorithm for the computation of canonical polyadic decomposition (CPD) of large-scale tensors.

Neural Architecture Search on Acoustic Scene Classification

no code implementations30 Dec 2019 Jixiang Li, Chuming Liang, Bo Zhang, Zhao Wang, Fei Xiang, Xiangxiang Chu

Convolutional neural networks are widely adopted in Acoustic Scene Classification (ASC) tasks, but they generally carry a heavy computational burden.

Acoustic Scene Classification Classification +3

Investigating Generative Adversarial Networks based Speech Dereverberation for Robust Speech Recognition

1 code implementation27 Mar 2018 Ke Wang, Junbo Zhang, Sining Sun, Yujun Wang, Fei Xiang, Lei Xie

First, we study the effectiveness of different dereverberation networks (the generator in GAN) and find that LSTM leads a significant improvement as compared with feed-forward DNN and CNN in our dataset.

Robust Speech Recognition Speech Dereverberation +1

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