Ngoc Khanh Nguyen

Publication Activity (10 Years)

Years Active: 2018-2022
Publications (10 Years): 8

Top Topics

Transfer Learning

Background Noise

Event Detection

Top Venues

IEEE ACM Trans. Audio Speech Lang. Process.

Publications

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)
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)
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, 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)