Distributed Intelligence

PI: 簡韶逸教授, CoPI: 曹昱博士

計畫簡介:

  • Efficient Video-based Re-Identification
  • Audio Signal Processing with Model Compression

 

Members

VIEW MORE
簡韶逸 Shao-Yi Chien 計畫主持人 國立臺灣大學 電機工程學系

Publications

N. Y. Wang et al., "Improving the Intelligibility of Speech for Simulated Electric and Acoustic Stimulation Using Fully Convolutional Neural Networks", IEEE Transactions on Neural Systems and Rehabilitation Engineering, vol. 29, 2021, pp. 184-195.

臺大IOX創新研究中心 臺大IOX創新研究中心 臺大IOX創新研究中心

T. Chen et al., "Orientation-Aware Vehicle Re-Identification with Semantics-Guided Part Attention Network", in Computer Vision – ECCV 2020, A. Vedaldi et al., Eds., Cham: Springer International Publishing, pp. 330–346.

臺大IOX創新研究中心 臺大IOX創新研究中心 臺大IOX創新研究中心

T. Hsieh et al., "WaveCRN: An Efficient Convolutional Recurrent Neural Network for End-to-End Speech Enhancement", IEEE Signal Processing Letters, vol. 27, 2020, pp. 2149-2153.

臺大IOX創新研究中心 臺大IOX創新研究中心 臺大IOX創新研究中心

C. Yu et al., "Speech Enhancement Based on Denoising Autoencoder With Multi-Branched Encoders", IEEE/ACM Transactions on Audio, Speech, and Language Processing, vol. 28, 2020, pp. 2756-2769.

臺大IOX創新研究中心 臺大IOX創新研究中心 臺大IOX創新研究中心

C. Wu et al., "Space-Time Guided Association Learning For Unsupervised Person Re-Identification", in 2020 IEEE International Conference on Image Processing (ICIP), pp. 2261-2265.

臺大IOX創新研究中心 臺大IOX創新研究中心 臺大IOX創新研究中心

R. Tseng et al., "A Study of Joint Effect on Denoising Techniques and Visual Cues to Improve Speech Intelligibility in Cochlear Implant Simulation", IEEE Transactions on Cognitive and Developmental Systems, 2020, pp. 1-1.

臺大IOX創新研究中心 臺大IOX創新研究中心 臺大IOX創新研究中心

T. Chen et al., "Viewpoint-aware Channel-wise Attentive Network for Vehicle Re-identification", in 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), pp. 2448-2455.

臺大IOX創新研究中心 臺大IOX創新研究中心 臺大IOX創新研究中心

J. P. Klopp, L. Chen and S. Chien, "Utilising Low Complexity CNNs to Lift Non-Local Redundancies in Video Coding", IEEE Transactions on Image Processing, vol. 29, 2020, pp. 6372-6385.

臺大IOX創新研究中心 臺大IOX創新研究中心 臺大IOX創新研究中心

C. Liu et al., "Spatially and Temporally Efficient Non-local Attention Network for Video-based Person Re-Identification", CoRR, vol. abs/1908.01683, 2019.

臺大IOX創新研究中心 臺大IOX創新研究中心 臺大IOX創新研究中心

J. Wu et al., "Increasing compactness of deep learning based speech enhancement models with parameter pruning and quantization techniques", IEEE Signal Processing Letters, vol. 26, no. 12, 2019, pp. 1887–1891.

臺大IOX創新研究中心 臺大IOX創新研究中心 臺大IOX創新研究中心