Lam Pham

Lam Pham

 https://orcid.org/0000-0001-8155-7553
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    • 2024

      Neural Network with Optical Frequency-Coded ReLU

      Stephanie, M. V. (Speaker), Pham, L., Schindler, A., Waltl, M., Grasser, T. & Schrenk, B., 2024, 2024 Optical Fiber Communications Conference and Exhibition (OFC). 3 p.

      Research output: Chapter in Book or Conference Proceedings › Conference Proceedings with Oral Presentation › peer-review

    • 2023

      A Deep Learning Architecture with Spatio-Temporal Focusing for Detecting Respiratory Anomalies

      Ngo, D. (Author and Speaker), Pham, L., Phan, H., Tran, M. & Jarchi, D., 2023, Artificial Intelligence BioMedical Circuits And Systems For Health. p. 1-5

      Research output: Chapter in Book or Conference Proceedings › Conference Proceedings with Oral Presentation › peer-review

    • A Light-weight Deep Learning Model for Remote Sensing Image Classification

      Pham, L. (Speaker, Invited), Le, C. (Author, Invited), Ngo, D. (Author, Invited), Nguyen, A. (Author, Invited), Lampert, J. (Author, Invited), Schindler, A. (Author, Invited) & McLoughlin, I. (Author, Invited), Jul 2023, 13th Int'l Symposium on Image and Signal Processing and Analysis (ISPA 2023). 5 p.

      Research output: Chapter in Book or Conference Proceedings › Conference Proceedings with Oral Presentation › peer-review

    • All-Optical ReLU as a Photonic Neural Activation Function

      Stephanie, M. V. (Speaker), Pham, L., Schindler, A., Waltl, M., Grasser, T. & Schrenk, B., 2023, 2023 IEEE Photonics Society Summer Topicals Meeting Series (SUM). 2 p.

      Research output: Chapter in Book or Conference Proceedings › Conference Proceedings with Oral Presentation › peer-review

    • An Inception-Residual-based Architecture with Multi-objective Loss for Detecting Respiratory Anomalies

      Ngo, D. (Speaker, Invited), Pham, L. (Author, Invited), Phan, H. (Author, Invited), Tran, M. (Author, Invited), Jarchi, D. (Author, Invited) & Kolozali, S. (Author, Invited), Jul 2023, The IEEE 25th International Workshop on Multimedia Signal Processing. 6 p.

      Research output: Chapter in Book or Conference Proceedings › Conference Proceedings with Oral Presentation › peer-review

    • A Robust and Low Complexity Deep Learning Model for Remote Sensing Image Classification

      Le, C. (Speaker, Invited), Pham, L. (Author, Invited), NVN, N. (Author, Invited), Nguyen, T. (Author, Invited) & Le, T. (Author, Invited), 13 Jul 2023, 8th International Conference on Intelligent Information Technology (ICIIT 2023). p. 1-8 8 p. (Proceedings of the 2023 8th International Conference on Intelligent Information Technology).

      Research output: Chapter in Book or Conference Proceedings › Conference Proceedings with Oral Presentation › peer-review

    • Light-Weight Deep Learning Models for Acoustic Scene Classification Using Teacher-Student Scheme and Multiple Spectrograms

      Pham, L. (Speaker), Nguyen, T., Lam, P., Ngo, D., Naghibzadeh-Jalali, A. & Schindler, A., 2023, International Symposium on the Internet of Sounds . p. 1-8

      Research output: Chapter in Book or Conference Proceedings › Conference Proceedings with Oral Presentation › peer-review

    • 2022

      A Cough-Based Deep Learning Framework For Detecting Covid-19

      Hoang, T., Pham, L., Ngo, D. & Nguyen, H. D., 2022, 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC). p. 1-11 11 p.

      Research output: Chapter in Book or Conference Proceedings › Conference Proceedings with Oral Presentation › peer-review

      Open Access

    • An Annihilating Filter-Based DOA Estimation for Uniform Linear Array

      Phan, S. (Speaker, Invited), Pham, L. (Author, Invited) & Nguyen, T. (Author, Invited), 2022, 2022 International Conference on Advanced Computing and Analytics (ACOMPA). p. 80-85 5 p.

      Research output: Chapter in Book or Conference Proceedings › Conference Proceedings with Oral Presentation › peer-review

      Open Access

    • An Audio-Visual Dataset and Deep Learning Frameworks for Crowded Scene Classification

      Pham, L. (Speaker, Invited), Ngo, D. (Author, Invited), Nguyen, T. (Author, Invited), Tran, P. (Author, Invited), Hoang, T. (Author, Invited) & Schindler, A. (Author, Invited), 2022, 19th International Conference on Content-based Multimedia Indexing - CBMI 2022. p. 1-7 7 p.

      Research output: Chapter in Book or Conference Proceedings › Conference Proceedings with Oral Presentation › peer-review

      Open Access

    • An Ensemble of Deep Learning Frameworks Applied For Predicting Respiratory Anomalies

      Pham, L. (Speaker, Invited), Ngo, D. (Author, Invited), Tran, K. (Author, Invited), Hoang, T. (Author, Invited), Schindler, A. (Author, Invited) & McLoughlin, I. (Author, Invited), 2022, 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC). p. 1-4 4 p.

      Research output: Chapter in Book or Conference Proceedings › Conference Proceedings with Oral Presentation › peer-review

      Open Access

    • Audio-based deep learing Frameworks for detecting COVID-19

      Ngo, D. (Speaker, Invited), Pham, L. (Author, Invited), Hoang, T. (Author, Invited), Kolozali, S. (Author, Invited) & Jarchi, D. (Author, Invited), 2022, European Signal Processing Conference. p. 1-5 5 p.

      Research output: Chapter in Book or Conference Proceedings › Conference Proceedings with Oral Presentation › peer-review

    • Remote sensing image classification using transfer learning and attention-based deep neural network

      Pham, L. (Speaker, Invited), Tran, K. (Author, Invited), Ngo, D. (Author, Invited), Lampert, J. (Author, Invited) & Schindler, A. (Author, Invited), 2022, SPIE Conferences and Exhibitions. p. 1-9 9 p.

      Research output: Chapter in Book or Conference Proceedings › Conference Proceedings with Oral Presentation › peer-review

      Open Access

    • Wider or Deeper Neural Network Architecture for Acoustic Scene Classification with Mismatched Recording Devices

      Pham, L. (Speaker, Invited), Tran, K. (Author, Invited), Ngo, D. (Author, Invited), Tang, H. (Author, Invited), Phan, S. (Author, Invited) & Schindler, A. (Author, Invited), 2022, Proceedings of the 4th ACM International Conference on Multimedia in Asia. p. 1-5 5 p.

      Research output: Chapter in Book or Conference Proceedings › Conference Proceedings with Oral Presentation › peer-review

      Open Access
    • 2021

      A General Network Architecture for Sound Event Localization and Detection Using Transfer Learning and Recurrent Neural Network

      Ngoc, T. (Speaker, Invited), Nguyen, T. (Author, Invited), Khanh Nguyen, N. (Author, Invited), Phan, H. (Author, Invited), Pham, L. (Author, Invited), Ooi, K. (Author, Invited), Jones, D. (Author, Invited) & Gan, W.-S. (Author, Invited), 2021, ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). 4 p.

      Research output: Chapter in Book or Conference Proceedings › Conference Proceedings with Oral Presentation › peer-review

      Open Access

    • A Low-Complexity Deep Learning Framework For Acoustic Scene Classification

      Pham, L. (Speaker, Invited), Tang, H. (Author, Invited), Naghibzadeh-Jalali, A. (Author, Invited), Schindler, A. (Author, Invited) & King, R. C. (Author, Invited), 2021, Proceedings of the 4th International Data Science Conference – iDSC2021. Haber, P., Lampoltshammer, T., Leopold, H. & Mayr, M. (eds.). Springer, p. 45-50 6 p.

      Research output: Chapter in Book or Conference Proceedings › Conference Proceedings with Oral Presentation › peer-review

      Open Access

    • An Analysis of State-of-the-art Activation Functions For Supervised Deep Neural Network

      Nguyen, A. (Speaker, Invited), Pham, L. (Author, Invited), Pham, K. (Author, Invited), Ngo, D. (Author, Invited) & Ngo, T. (Author, Invited), Aug 2021, 2021 International Conference on System Science and Engineering (ICSSE). p. 215- 220

      Research output: Chapter in Book or Conference Proceedings › Conference Proceedings with Oral Presentation › peer-review

      Open Access

    • An Audio-Based Deep Learning Framework For BBC Television Programme Classification

      Pham, L. (Speaker, Invited), Baume, C. (Author, Invited), Kong, Q. (Author, Invited), Hussain, T. (Author, Invited), Wang, W. (Author, Invited) & Plumbley, M. (Author, Invited), 2021, 2021 28th European Signal Processing Conference (EUSIPCO). p. 1-5 5 p.

      Research output: Chapter in Book or Conference Proceedings › Conference Proceedings with Oral Presentation › peer-review

    • Deep Learning Framework Applied For Predicting Anomaly of Respiratory Sounds

      Ngo, D. (Speaker, Invited), Pham, L. (Author, Invited), Nguyen, A. (Author, Invited), Phan, B. (Author, Invited), Tran, K. (Author, Invited) & Nguyen, T. (Author, Invited), 2021, 2021 International Symposium on Electrical and Electronics Engineering (ISEE). 5 p.

      Research output: Chapter in Book or Conference Proceedings › Conference Proceedings with Oral Presentation › peer-review

      Open Access

    • Deep Learning Frameworks Applied For Audio-Visual Scene Classification

      Pham, L. (Speaker, Invited), Schindler, A. (Author, Invited), Schütz, M. (Author, Invited), Lampert, J. (Author, Invited), Schlarb, S. (Author, Invited) & King, R. C. (Author, Invited), 2021, Proceedings of the 4th International Data Science Conference – iDSC2021. Haber, P., Lampoltshammer, T., Leopold, H. & Mayr, M. (eds.). Springer, p. 57-62 6 p.

      Research output: Chapter in Book or Conference Proceedings › Conference Proceedings with Oral Presentation › peer-review

      Open Access

    • Inception-Based Network and Multi-Spectrogram Ensemble Applied To Predict Respiratory Anomalies and Lung Diseases

      Pham, L., Phan, H., Schindler, A., King, R. C., Mertins, A. & McLoughlin, I., Nov 2021, 2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC). p. 235-256

      Research output: Chapter in Book or Conference Proceedings › Conference Proceedings with Oral Presentation › peer-review

      Open Access

    • Multi-view Audio And Music Classification

      Phan, H. (Speaker, Invited), Nguyen, H. L. (Author, Invited), Chen, O. Y. (Author, Invited), Pham, L. (Author, Invited), Koch, P. (Author, Invited), McLoughlin, I. (Author, Invited) & Mertins, A. (Author, Invited), 2021, ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). 4 p.

      Research output: Chapter in Book or Conference Proceedings › Conference Proceedings with Oral Presentation › peer-review

      Open Access
    • 2020

      A Re-trained Model Based On Multi-kernel Convolutional Neural Network for Acoustic Scene Classification

      Nguyen, T., Ngo, D., Pham, L., Tran, L. & Hoang, T., 2020, RIVF International Conference on Computing and Communication Technologies (RIVF) 2020. p. 1-5 5 p.

      Research output: Chapter in Book or Conference Proceedings › Conference Proceedings with Oral Presentation › peer-review

      Open Access

    • Deep Feature Embedding and Hierarchical Classification for Audio Scene Classification

      Pham, L., McLoughlin, I., Phan, H., Palaniappan, R. & Mertins, A., Nov 2020, The International Joint Conference on Neural Networks (IJCNN), 2020, pp. 1-7. p. 1-7

      Research output: Chapter in Book or Conference Proceedings › Conference Proceedings with Oral Presentation › peer-review

      Open Access

    • On multitask loss function for audio event detection and localization

      Phan, H., Pham, L., Koch, P., Duong, N., McLoughlin, I. & Mertins, A., Nov 2020, Detection and Classification of Acoustic Scenes and Events (DCASE), 2020. p. 160-164

      Research output: Chapter in Book or Conference Proceedings › Conference Proceedings with Oral Presentation › peer-review

    • Robust Deep Learning Framework For Predicting Respiratory Anomalies and Diseases

      Pham, L., McLoughlin, I., Phan, H., Tran, M., Nguyen, T. & Palaniappan, R., Oct 2020, The IEEE Engineering in Medicine and Biology Society (EMBC), 2020, pp. 164-167. p. 164-167

      Research output: Chapter in Book or Conference Proceedings › Conference Proceedings with Oral Presentation › peer-review

      Open Access
    • 2019

      Acoustic Scene Classification Using A Deeper Training Method for Convolution Neural Network

      Doan, T., Nguyen, H., Ngo, D., Pham, L. & Ha, K., 2019, International Symposium on Electrical and Electronics Engineering (ISEE) 2019. p. 63-67

      Research output: Chapter in Book or Conference Proceedings › Conference Proceedings with Oral Presentation › peer-review

      Open Access

    • A Robust Framework for Acoustic Scene Classification

      Pham, L., Computing, The University of Kent, S., Phan, H. & Computing, The University of Kent, S., Sept 2019, INTERSPEECH 2019. p. 3634-3638

      Research output: Chapter in Book or Conference Proceedings › Conference Proceedings with Oral Presentation › peer-review

      Open Access

    • Bag-of-Features Models Based on C-DNN Network for Acoustic Scene Classification

      Pham, L., Computing, The University of Kent, S., Computing, The University of Kent, S., Computing, The University of Kent, S. & Yue, L., Jul 2019, AES International Conference on Audio Forensics, 2019. 12 p.

      Research output: Chapter in Book or Conference Proceedings › Conference Proceedings with Oral Presentation › peer-review

    • Beyond Equal-Length Snippets: How Long is Sufficient to Recognize an Audio Scene?

      Computing, The University of Kent, S., Chen, O., Koch, P., Pham, L., Computing, The University of Kent, S., Mertins, A. & De Vos, M., Jul 2019, AES International Conference on Audio Forensics, 2019.. 16

      Research output: Chapter in Book or Conference Proceedings › Conference Proceedings with Oral Presentation › peer-review

    • Spatio-temporal attention pooling for audio scene classification

      Computing, The University of Kent, S., Chen, O. Y., Pham, L., Koch, P., De Vos, M., Computing, The University of Kent, S. & Mertins, A., Sept 2019, INTERSPEECH, 2019. p. 3845-3849

      Research output: Chapter in Book or Conference Proceedings › Conference Proceedings with Oral Presentation › peer-review

      Open Access

    • Unifying Isolated and Overlapping Audio Event Detection with Multi-label Multi-task Convolutional Recurrent Neural Networks

      Phan, H., Chen, O., Koch, P., Pham, L., McLoughlin, I., Mertins, A. & De Vos, M., May 2019, IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2019, pp.. p. 51-55

      Research output: Chapter in Book or Conference Proceedings › Conference Proceedings with Oral Presentation › peer-review

      Open Access
    • 2018

      Early detection of continuous and partial audio events using CNN

      McLoughlin, I., Song, Y., Pham, L., Palaniappan, R., Phan, H. & Yue, L., Sept 2018, INTERSPEECH, 2018. p. 3314-3318

      Research output: Chapter in Book or Conference Proceedings › Conference Proceedings with Oral Presentation › peer-review

      Open Access
    • 2016

      A High Performance Dynamic ASIC-Based Audio Signal Feature Extraction (MFCC)

      Nguyen, T., Pham, L., Nguyen, H., Bui, B., Ngo, D. & Hoang, T., 2016, International Conference on Advanced Computing and Applications (ACOMP), 2016, pp. 113-120.. p. 113-120

      Research output: Chapter in Book or Conference Proceedings › Conference Proceedings with Oral Presentation › peer-review

      Open Access

    • An Effective Architecture of Memory Built-In Self-Test for Wide Range of SRAM

      Bui, T., Pham, L., Nguyen, H., Nguyen, V., Le, T. & Hoang, T., 2016, International Conference on Advanced Computing and Applications (ACOMP), 2016, pp. 121-124.. p. 121-124

      Research output: Chapter in Book or Conference Proceedings › Conference Proceedings with Oral Presentation › peer-review

      Open Access