Tan Rui

Appointment: Associate Professor

Research topics:

• Resilient CPS/IoT system functions (e.g., timing, synchronization, location, etc)

• Low-power wide area networks

• Thermal and energy control in data centers

• Deep learning for sensing

For more information, visit webpage

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1 to 6 of 6 Results

Dataset for acoustic room recognition Oct 8, 2021 - PhyAug Luo, Wenjie, 2021, "Dataset for acoustic room recognition", https://doi.org/10.21979/N9/M1HDNT, DR-NTU (Data), V1 This dataset contains 20 rooms' acoustic background spectrogram for room recognition case study
Synthetic Caltech-101 Fisheye Camera Dataset Jun 14, 2021 - PhyAug Luo, Wenjie, 2021, "Synthetic Caltech-101 Fisheye Camera Dataset", https://doi.org/10.21979/N9/R5LKHI, DR-NTU (Data), V1 Fisheye dataset for paper "Physics-Directed Data Augmentation for Deep Model Transfer to Specific Sensor"
Recorded google speech dataset May 22, 2021 - PhyAug Luo, Wenjie, 2021, "Recorded google speech dataset", https://doi.org/10.21979/N9/1IM0MD, DR-NTU (Data), V3 This dataset contains following items: 1) recorded google speech test dataset by 5 microphones as described in paper 2) recorded corresponding white noise by microphones 3) re-trained model used for evaluation in paer
Recorded Librispeech test dataset May 22, 2021 - PhyAug Luo, Wenjie, 2021, "Recorded Librispeech test dataset", https://doi.org/10.21979/N9/A6SC66, DR-NTU (Data), V5 Recorded Librispeech "test_clean" data from 5 microphones and pretrained ASR models
Seismic localization dataset Apr 19, 2021 - PhyAug Luo, Wenjie, 2021, "Seismic localization dataset", https://doi.org/10.21979/N9/KFMI1K, DR-NTU (Data), V2 Dataset used in seismic localization case study in IPSN21 paper: PhyAug: Physics-Directed Data Augmentation for Deep Sensing Model Transfer in Cyber-Physical Systems
PhyAug(Nanyang Technological University) Mar 31, 2021 The link to code: https://github.com/jiegev5/PhyAug

Dataset for acoustic room recognition

Oct 8, 2021 - PhyAug

Luo, Wenjie, 2021, "Dataset for acoustic room recognition", https://doi.org/10.21979/N9/M1HDNT, DR-NTU (Data), V1

This dataset contains 20 rooms' acoustic background spectrogram for room recognition case study

Synthetic Caltech-101 Fisheye Camera Dataset

Jun 14, 2021 - PhyAug

Luo, Wenjie, 2021, "Synthetic Caltech-101 Fisheye Camera Dataset", https://doi.org/10.21979/N9/R5LKHI, DR-NTU (Data), V1

Fisheye dataset for paper "Physics-Directed Data Augmentation for Deep Model Transfer to Specific Sensor"

Recorded google speech dataset

May 22, 2021 - PhyAug

Luo, Wenjie, 2021, "Recorded google speech dataset", https://doi.org/10.21979/N9/1IM0MD, DR-NTU (Data), V3

This dataset contains following items: 1) recorded google speech test dataset by 5 microphones as described in paper 2) recorded corresponding white noise by microphones 3) re-trained model used for evaluation in paer

Recorded Librispeech test dataset

May 22, 2021 - PhyAug

Luo, Wenjie, 2021, "Recorded Librispeech test dataset", https://doi.org/10.21979/N9/A6SC66, DR-NTU (Data), V5

Recorded Librispeech "test_clean" data from 5 microphones and pretrained ASR models

Seismic localization dataset

Apr 19, 2021 - PhyAug

Luo, Wenjie, 2021, "Seismic localization dataset", https://doi.org/10.21979/N9/KFMI1K, DR-NTU (Data), V2

Dataset used in seismic localization case study in IPSN21 paper: PhyAug: Physics-Directed Data Augmentation for Deep Sensing Model Transfer in Cyber-Physical Systems

PhyAug(Nanyang Technological University)

Mar 31, 2021

The link to code: https://github.com/jiegev5/PhyAug

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