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2020 – today
- 2022
[j2]Thi Ngoc Tho Nguyen
, Karn N. Watcharasupat, Ngoc Khanh Nguyen, Douglas L. Jones, Woon-Seng Gan:
SALSA: Spatial Cue-Augmented Log-Spectrogram Features for Polyphonic Sound Event Localization and Detection. IEEE ACM Trans. Audio Speech Lang. Process. 30: 1749-1762 (2022)- [c20]Karn N. Watcharasupat, Thi Ngoc Tho Nguyen, Woon-Seng Gan, Shengkui Zhao, Bin Ma:
End-to-End Complex-Valued Multidilated Convolutional Neural Network for Joint Acoustic Echo Cancellation and Noise Suppression. ICASSP 2022: 656-660 - [c19]Thi Ngoc Tho Nguyen, Douglas L. Jones, Karn N. Watcharasupat, Huy Phan, Woon-Seng Gan:
SALSA-Lite: A Fast and Effective Feature for Polyphonic Sound Event Localization and Detection with Microphone Arrays. ICASSP 2022: 716-720 - [c18]Huy Phan, Thi Ngoc Tho Nguyen, Philipp Koch, Alfred Mertins:
Polyphonic Audio Event Detection: Multi-Label or Multi-Class Multi-Task Classification Problem? ICASSP 2022: 8877-8881 - [i9]Huy Phan, Thi Ngoc Tho Nguyen, Philipp Koch, Alfred Mertins:
Polyphonic audio event detection: multi-label or multi-class multi-task classification problem? CoRR abs/2201.12557 (2022) - 2021
- [c17]Thi Ngoc Tho Nguyen, Karn N. Watcharasupat, Zhen Jian Lee, Ngoc Khanh Nguyen, Douglas L. Jones, Woon-Seng Gan:
What Makes Sound Event Localization and Detection Difficult? Insights from Error Analysis. DCASE 2021: 120-124 - [c16]Thi Ngoc Tho Nguyen, Ngoc Khanh Nguyen, Huy Phan, Lam Pham, Kenneth Ooi, Douglas L. Jones, Woon-Seng Gan:
A General Network Architecture for Sound Event Localization and Detection Using Transfer Learning and Recurrent Neural Network. ICASSP 2021: 935-939 - [i8]Thi Ngoc Tho Nguyen, Karn Watcharasupat, Ngoc Khanh Nguyen, Douglas L. Jones, Woon-Seng Gan:
DCASE 2021 Task 3: Spectrotemporally-aligned Features for Polyphonic Sound Event Localization and Detection. CoRR abs/2106.15190 (2021) - [i7]Thi Ngoc Tho Nguyen, Karn N. Watcharasupat, Zhen Jian Lee, Ngoc Khanh Nguyen, Douglas L. Jones, Woon-Seng Gan:
What Makes Sound Event Localization and Detection Difficult? Insights from Error Analysis. CoRR abs/2107.10469 (2021) - [i6]Karn N. Watcharasupat, Thi Ngoc Tho Nguyen, Ngoc Khanh Nguyen, Zhen Jian Lee, Douglas L. Jones, Woon-Seng Gan:
Improving Polyphonic Sound Event Detection on Multichannel Recordings with the Sørensen-Dice Coefficient Loss and Transfer Learning. CoRR abs/2107.10471 (2021) - [i5]Thi Ngoc Tho Nguyen, Karn N. Watcharasupat, Ngoc Khanh Nguyen, Douglas L. Jones, Woon-Seng Gan:
SALSA: Spatial Cue-Augmented Log-Spectrogram Features for Polyphonic Sound Event Localization and Detection. CoRR abs/2110.00275 (2021) - [i4]Karn N. Watcharasupat, Thi Ngoc Tho Nguyen, Woon-Seng Gan, Shengkui Zhao, Bin Ma:
End-to-End Complex-Valued Multidilated Convolutional Neural Network for Joint Acoustic Echo Cancellation and Noise Suppression. CoRR abs/2110.00745 (2021) - [i3]Thi Ngoc Tho Nguyen, Douglas L. Jones, Karn N. Watcharasupat, Huy Phan, Woon-Seng Gan:
SALSA-Lite: A Fast and Effective Feature for Polyphonic Sound Event Localization and Detection with Microphone Arrays. CoRR abs/2111.08192 (2021) - 2020
- [j1]Thi Ngoc Tho Nguyen, Woon-Seng Gan, Rishabh Ranjan, Douglas L. Jones:
Robust Source Counting and DOA Estimation Using Spatial Pseudo-Spectrum and Convolutional Neural Network. IEEE ACM Trans. Audio Speech Lang. Process. 28: 2626-2637 (2020) - [c15]Thi Ngoc Tho Nguyen, Douglas L. Jones, Woon-Seng Gan:
On the Effectiveness of Spatial and Multi-Channel Features for Multi-Channel Polyphonic Sound Event Detection. DCASE 2020: 115-119 - [c14]Thi Ngoc Tho Nguyen, Douglas L. Jones, Woon-Seng Gan:
Ensemble of Sequence Matching Networks for Dynamic Sound Event Localization, Detection, and Tracking. DCASE 2020: 120-124 - [c13]Thi Ngoc Tho Nguyen, Douglas L. Jones, Woon-Seng Gan:
A Sequence Matching Network for Polyphonic Sound Event Localization and Detection. ICASSP 2020: 71-75 - [i2]Venice Erin Liong, Thi Ngoc Tho Nguyen, Sergi Widjaja, Dhananjai Sharma, Zhuang Jie Chong:
AMVNet: Assertion-based Multi-View Fusion Network for LiDAR Semantic Segmentation. CoRR abs/2012.04934 (2020)
2010 – 2019
- 2019
- [c12]Rishabh Ranjan, Sathish Jayabalan, Thi Ngoc Tho Nguyen, Woon-Seng Gan:
Sound Event Detection and Direction of Arrival Estimation using Residual Net and Recurrent Neural Networks. DCASE 2019: 214-218 - [i1]Thi Ngoc Tho Nguyen, Douglas L. Jones, Rishabh Ranjan, Sathish Jayabalan, Woon-Seng Gan:
A two-step system for sound event localization and detection. CoRR abs/1911.11373 (2019) - 2018
- [c11]Thi Ngoc Tho Nguyen, Ngoc Khanh Nguyen, Douglas L. Jones, Woon-Seng Gan:
DCASE 2018 task 2: iterative training, label smoothing, and background noise normalization for audio event tagging. DCASE 2018: 54-58 - 2017
- [c10]Thi Ngoc Tho Nguyen, Cagdas Tuna, Shengkui Zhao, Douglas L. Jones:
A novel sparse model for multi-source localization using distributed microphone array. ICASSP 2017: 3256-3260 - 2016
- [c9]Avesta Hojjati, Anku Adhikari, Katarina Struckmann, Edward Chou, Thi Ngoc Tho Nguyen, Kushagra Madan, Marianne Southall Winslett, Carl A. Gunter, William P. King:
Leave Your Phone at the Door: Side Channels that Reveal Factory Floor Secrets. CCS 2016: 883-894 - [c8]Shengkui Zhao, Cagdas Tuna, Thi Ngoc Tho Nguyen, Douglas L. Jones:
Large region acoustic source mapping: A generalized sparse constrained deconvolution approach. ICASSP 2016: 3186-3190 - [c7]Xiong Xiao, Shengkui Zhao, Thi Ngoc Tho Nguyen, Douglas L. Jones, Eng Siong Chng, Haizhou Li:
An expectation-maximization eigenvector clustering approach to direction of arrival estimation of multiple speech sources. ICASSP 2016: 6330-6334 - 2015
- [c6]Shengkui Zhao, Xiong Xiao, Zhaofeng Zhang, Thi Ngoc Tho Nguyen, Xionghu Zhong, Bo Ren, Longbiao Wang, Douglas L. Jones, Engsiong Chng, Haizhou Li:
Robust speech recognition using beamforming with adaptive microphone gains and multichannel noise reduction. ASRU 2015: 460-467 - [c5]Shengkui Zhao, Thi Ngoc Tho Nguyen, Douglas L. Jones:
Large region acoustic source mapping using movable arrays. ICASSP 2015: 2589-2593 - 2014
- [c4]Nguyen Thi Ngoc Tho, Shengkui Zhao, Douglas L. Jones:
Robust DOA estimation of multiple speech sources. ICASSP 2014: 2287-2291 - 2013
- [c3]Forrest Briggs, Yonghong Huang, Raviv Raich, Konstantinos Eftaxias, Zhong Lei, William Cukierski, Sarah Frey Hadley, Adam Hadley, Matthew Betts, Xiaoli Z. Fern, Jed Irvine, Lawrence Neal, Anil Thomas, Gábor Fodor, Grigorios Tsoumakas, Hong Wei Ng, Thi Ngoc Tho Nguyen, Heikki Huttunen, Pekka Ruusuvuori, Tapio Manninen, Aleksandr Diment, Tuomas Virtanen, Julien Marzat, Joseph Defretin, Dave Callender, Chris Hurlburt, Ken Larrey, Maxim Milakov:
The 9th annual MLSP competition: New methods for acoustic classification of multiple simultaneous bird species in a noisy environment. MLSP 2013: 1-8 - [c2]Hong Wei Ng, Thi Ngoc Tho Nguyen:
The 9th annual MLSP competition: Second place. MLSP 2013: 1-2 - 2011
- [c1]Goh Chin Hock, Nguyen Thi Ngoc Tho, Chandan Kumar Chakrabarty, Sieh Kiong Tiong:
Design of patch antennas array at low frequency application by using unknown FR4 material. ICCSCE 2011: 302-305
Coauthor Index
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