Thi Ngoc Tho Nguyen

29 papers A* 1C 1Misc 9Journal 11Unranked 7
YearRankTypeTitle / Venue / Authors
2022 Misc conf
End-to-End Complex-Valued Multidilated Convolutional Neural Network for Joint Acoustic Echo Cancellation and Noise Suppression.
ICASSP
Karn N. Watcharasupat, Thi Ngoc Tho Nguyen, Woon-Seng Gan, Shengkui Zhao, Bin Ma
2022 Misc conf
Polyphonic Audio Event Detection: Multi-Label or Multi-Class Multi-Task Classification Problem?
ICASSP
Huy Phan, Thi Ngoc Tho Nguyen, Philipp Koch, Alfred Mertins
2022 J jnl
Polyphonic audio event detection: multi-label or multi-class multi-task classification problem?
CoRR
Huy Phan, Thi Ngoc Tho Nguyen, Philipp Koch, Alfred Mertins
2022 Misc conf
SALSA-Lite: A Fast and Effective Feature for Polyphonic Sound Event Localization and Detection with Microphone Arrays.
ICASSP
Thi Ngoc Tho Nguyen, Douglas L. Jones, Karn N. Watcharasupat, Huy Phan, Woon-Seng Gan
2022 J jnl
SALSA: Spatial Cue-Augmented Log-Spectrogram Features for Polyphonic Sound Event Localization and Detection.
IEEE ACM Trans. Audio Speech Lang. Process.
Thi Ngoc Tho Nguyen, Karn N. Watcharasupat, Ngoc Khanh Nguyen, Douglas L. Jones, Woon-Seng Gan
2021 Misc conf
A General Network Architecture for Sound Event Localization and Detection Using Transfer Learning and Recurrent Neural Network.
ICASSP
Thi Ngoc Tho Nguyen, Ngoc Khanh Nguyen, Huy Phan, Lam Pham, Kenneth Ooi, Douglas L. Jones, Woon-Seng Gan
2021 J jnl
DCASE 2021 Task 3: Spectrotemporally-aligned Features for Polyphonic Sound Event Localization and Detection.
CoRR
Thi Ngoc Tho Nguyen, Karn Watcharasupat, Ngoc Khanh Nguyen, Douglas L. Jones, Woon-Seng Gan
2021 J jnl
End-to-End Complex-Valued Multidilated Convolutional Neural Network for Joint Acoustic Echo Cancellation and Noise Suppression.
CoRR
Karn N. Watcharasupat, Thi Ngoc Tho Nguyen, Woon-Seng Gan, Shengkui Zhao, Bin Ma
2021 J jnl
Improving Polyphonic Sound Event Detection on Multichannel Recordings with the Sørensen-Dice Coefficient Loss and Transfer Learning.
CoRR
Karn N. Watcharasupat, Thi Ngoc Tho Nguyen, Ngoc Khanh Nguyen, Zhen Jian Lee, Douglas L. Jones, Woon-Seng Gan
2021 J jnl
SALSA-Lite: A Fast and Effective Feature for Polyphonic Sound Event Localization and Detection with Microphone Arrays.
CoRR
Thi Ngoc Tho Nguyen, Douglas L. Jones, Karn N. Watcharasupat, Huy Phan, Woon-Seng Gan
2021 J jnl
SALSA: Spatial Cue-Augmented Log-Spectrogram Features for Polyphonic Sound Event Localization and Detection.
CoRR
Thi Ngoc Tho Nguyen, Karn N. Watcharasupat, Ngoc Khanh Nguyen, Douglas L. Jones, Woon-Seng Gan
2021 — conf
What Makes Sound Event Localization and Detection Difficult? Insights from Error Analysis.
DCASE
Thi Ngoc Tho Nguyen, Karn N. Watcharasupat, Zhen Jian Lee, Ngoc Khanh Nguyen, Douglas L. Jones, Woon-Seng Gan
2021 J jnl
What Makes Sound Event Localization and Detection Difficult? Insights from Error Analysis.
CoRR
Thi Ngoc Tho Nguyen, Karn N. Watcharasupat, Zhen Jian Lee, Ngoc Khanh Nguyen, Douglas L. Jones, Woon-Seng Gan
2020 Misc conf
A Sequence Matching Network for Polyphonic Sound Event Localization and Detection.
ICASSP
Thi Ngoc Tho Nguyen, Douglas L. Jones, Woon-Seng Gan
2020 J jnl
AMVNet: Assertion-based Multi-View Fusion Network for LiDAR Semantic Segmentation.
CoRR
Venice Erin Liong, Thi Ngoc Tho Nguyen, Sergi Widjaja, Dhananjai Sharma, Zhuang Jie Chong
2020 — conf
Ensemble of Sequence Matching Networks for Dynamic Sound Event Localization, Detection, and Tracking.
DCASE
Thi Ngoc Tho Nguyen, Douglas L. Jones, Woon-Seng Gan
2020 — conf
On the Effectiveness of Spatial and Multi-Channel Features for Multi-Channel Polyphonic Sound Event Detection.
DCASE
Thi Ngoc Tho Nguyen, Douglas L. Jones, Woon-Seng Gan
2020 J jnl
Robust Source Counting and DOA Estimation Using Spatial Pseudo-Spectrum and Convolutional Neural Network.
IEEE ACM Trans. Audio Speech Lang. Process.
Thi Ngoc Tho Nguyen, Woon-Seng Gan, Rishabh Ranjan, Douglas L. Jones
2019 J jnl
A two-step system for sound event localization and detection.
CoRR
Thi Ngoc Tho Nguyen, Douglas L. Jones, Rishabh Ranjan, Sathish Jayabalan, Woon-Seng Gan
2019 — conf
Sound Event Detection and Direction of Arrival Estimation using Residual Net and Recurrent Neural Networks.
DCASE
Rishabh Ranjan, Sathish Jayabalan, Thi Ngoc Tho Nguyen, Woon-Seng Gan
2018 — conf
DCASE 2018 task 2: iterative training, label smoothing, and background noise normalization for audio event tagging.
DCASE
Thi Ngoc Tho Nguyen, Ngoc Khanh Nguyen, Douglas L. Jones, Woon-Seng Gan
2017 Misc conf
A novel sparse model for multi-source localization using distributed microphone array.
ICASSP
Thi Ngoc Tho Nguyen, Cagdas Tuna, Shengkui Zhao, Douglas L. Jones
2016 Misc conf
An expectation-maximization eigenvector clustering approach to direction of arrival estimation of multiple speech sources.
ICASSP
Xiong Xiao, Shengkui Zhao, Thi Ngoc Tho Nguyen, Douglas L. Jones, Eng Siong Chng, Haizhou Li
2016 Misc conf
Large region acoustic source mapping: A generalized sparse constrained deconvolution approach.
ICASSP
Shengkui Zhao, Cagdas Tuna, Thi Ngoc Tho Nguyen, Douglas L. Jones
2016 A* conf
Leave Your Phone at the Door: Side Channels that Reveal Factory Floor Secrets.
CCS
Avesta Hojjati, Anku Adhikari, Katarina Struckmann, Edward Chou, Thi Ngoc Tho Nguyen, Kushagra Madan, Marianne Southall Winslett, Carl A. Gunter, William P. King
2015 Misc conf
Large region acoustic source mapping using movable arrays.
ICASSP
Shengkui Zhao, Thi Ngoc Tho Nguyen, Douglas L. Jones
2015 C conf
Robust speech recognition using beamforming with adaptive microphone gains and multichannel noise reduction.
ASRU
Shengkui Zhao, Xiong Xiao, Zhaofeng Zhang, Thi Ngoc Tho Nguyen, Xionghu Zhong, Bo Ren, Longbiao Wang, Douglas L. Jones, Engsiong Chng, Haizhou Li
2013 — conf
The 9th annual MLSP competition: New methods for acoustic classification of multiple simultaneous bird species in a noisy environment.
MLSP
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
2013 — conf
The 9th annual MLSP competition: Second place.
MLSP
Hong Wei Ng, Thi Ngoc Tho Nguyen