Thi Ngoc Tho Nguyen

Publication Activity (10 Years)

Years Active: 2013-2022
Publications (10 Years): 25

Top Topics

Generalized Hough Transform

Noise Suppression

Event Detection

Convolutional Neural Network

Top Venues

Publications

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)
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 (2022)
Huy Phan, Thi Ngoc Tho Nguyen, Philipp Koch, Alfred Mertins
Polyphonic audio event detection: multi-label or multi-class multi-task classification problem? CoRR (2022)
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)
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)
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 (2021)
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 (2021)
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)
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 (2021)
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 (2021)
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 (2021)
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)
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 (2021)
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)
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)
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 (2020)
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 (2020)
Thi Ngoc Tho Nguyen, Douglas L. Jones, Woon-Seng Gan
A Sequence Matching Network for Polyphonic Sound Event Localization and Detection. ICASSP (2020)
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)
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 (2019)
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)
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)
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)
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)
Shengkui Zhao, Cagdas Tuna, Thi Ngoc Tho Nguyen, Douglas L. Jones
Large region acoustic source mapping: A generalized sparse constrained deconvolution approach. ICASSP (2016)
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)
Shengkui Zhao, Thi Ngoc Tho Nguyen, Douglas L. Jones
Large region acoustic source mapping using movable arrays. ICASSP (2015)
Hong Wei Ng, Thi Ngoc Tho Nguyen
The 9th annual MLSP competition: Second place. MLSP (2013)
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)