An Analysis of State-of-the-art Activation Functions For Supervised Deep Neural Network A Nguyen, K Pham, D Ngo, T Ngo, L Pham 2021 International Conference on System Science and Engineering (ICSSE), 215-220, 2021 | 50 | 2021 |
Deep Learning Framework Applied For Predicting Anomaly of Respiratory Sounds D Ngo, L Pham, A Nguyen, B Phan, K Tran, T Nguyen 2021 International Symposium on Electrical and Electronics Engineering (ISEE …, 2021 | 25 | 2021 |
Sound context classification basing on join learning model and multi-spectrogram features D Ngo, L Pham, A Nguyen, T Ly, K Pham, T Ngo International Journal of Computing 21 (2), 258-270, 2022 | 16 | 2022 |
CDNN-CRNN joined model for acoustic scene classification L Pham, T Doan, DT Ngo, H Nguyen, HH Kha Detection and Classification of Acoustic Scenes and Events 2019 (DCASE2019 …, 2019 | 16 | 2019 |
Wider or deeper neural network architecture for acoustic scene classification with mismatched recording devices L Pham, K Tran, D Ngo, H Tang, S Phan, A Schindler Proceedings of the 4th ACM International Conference on Multimedia in Asia, 1-5, 2022 | 9 | 2022 |
An audio-visual dataset and deep learning frameworks for crowded scene classification L Pham, D Ngo, T Nguyen, P Nguyen, T Hoang, A Schindler Proceedings of the 19th International Conference on Content-based Multimedia …, 2022 | 7 | 2022 |
Lightweight deep neural networks for acoustic scene classification and an effective visualization for presenting sound scene contexts L Pham, D Ngo, D Salovic, A Jalali, A Schindler, PX Nguyen, K Tran, ... Applied Acoustics 211, 109489, 2023 | 6 | 2023 |
An Ensemble of Deep Learning Frameworks Applied For Predicting Respiratory Anomalies L Pham, D Ngo, T Hoang, A Schindler, I McLoughlin arXiv preprint arXiv:2201.03054 EMBC 2022, 2022 | 5 | 2022 |
A High Performance Dynamic ASIC-Based Audio Signal Feature Extraction (MFCC) TC Nguyen, LD Pham, HM Nguyen, BG Bui, DT Ngo, T Hoang 2016 International Conference on Advanced Computing and Applications (ACOMP …, 2016 | 4 | 2016 |
A Deep Learning Architecture with Spatio-Temporal Focusing for Detecting Respiratory Anomalies D Ngo, L Pham, H Phan, M Tran, D Jarchi in Proc. BioCAS, 2023 (The top-1 performance in IEEE BioCAS 2023 Grand …, 2023 | 3 | 2023 |
Audio-Based Deep Learning Frameworks for Detecting COVID-19 Dat Ngo, Lam Pham, Truong Hoang, Sefki Kolozali, Delaram Jarchi arXiv:2202.05626 in Proc. EUSIPCO, 2022, 2022 | 3* | 2022 |
Deep Learning Based Multimodal with Two-phase Training Strategy for Daily Life Video Classification L Pham, T Le, C Le, D Ngo, A Weissenfeld, A Schindler Proceedings of the 20th International Conference on Content-based Multimedia …, 2023 | 2 | 2023 |
A Light-weight Deep Learning Model for Remote Sensing Image Classification L Pham, C Le, D Ngo, A Nguyen, J Lampert, A Schindler, I McLoughlin 2023 International Symposium on Image and Signal Processing and Analysis …, 2023 | 2 | 2023 |
Remote sensing image classification using transfer learning and attention-based deep neural network L Pham, K Tran, D Ngo, J Lampert, A Schindler Image and Signal Processing for Remote Sensing XXVIII 12267, 144-151, 2022 | 2 | 2022 |
A Re-trained Model Based On Multi-kernel Convolutional Neural Network for Acoustic Scene Classification T Nguyen, D Ngo, L Pham, L Tran, T Hoang 2020 RIVF International Conference on Computing and Communication …, 2020 | 2 | 2020 |
The Impact of Frequency Bands on Acoustic Anomaly Detection of Machines using Deep Learning Based Model T Nguyen, L Pham, P Lam, D Ngo, H Tang, A Schindler arXiv preprint arXiv:2403.00379, 2024 | 1 | 2024 |
Light-Weight Deep Learning Models for Acoustic Scene Classification Using Teacher-Student Scheme and Multiple Spectrograms L Pham, T Nguyen, P Lam, D Ngo, A Jalali, A Schindler 2023 4th International Symposium on the Internet of Sounds, 1-8, 2023 | 1 | 2023 |
An Inception-Residual-Based Architecture with Multi-Objective Loss for Detecting Respiratory Anomalies D Ngo, L Pham, H Phan, M Tran, D Jarchi, S Kolozali in Proc. MMSP 2023, 2023 | 1 | 2023 |
CNN-BASED FRAMEWORK FOR DCASE 2020 TASK 1B CHALLENGE D Ngo, L Pham, A Nguyen, H Hoang | 1 | 2020 |
Acoustic Scene Classification Using A Deeper Training Method for Convolution Neural Network T Doan, H Nguyen, DT Ngo, L Pham, HH Kha 2019 International Symposium on Electrical and Electronics Engineering (ISEE …, 2019 | 1 | 2019 |