Audio, Biosignals and Machine Learning

Research output

Research output per year 2014 2018 2019 2020 2021 2022 2023 2024 2024

• 23 Article
• 9 Chapter
• 8 Conference contribution
• 6 Paper
• 10 More
  • 3 Editorial
  • 3 Doctoral Thesis
  • 2 Conference article
  • 1 Other contribution
  • 1 Comment/debate

Research output per year

Research output per year

Search results

• 2024

  A review of signal processing and machine learning techniques for interictal epileptiform discharge detection

  Abdi-Sargezeh, B., Shirani, S., Sanei, S., Cheong Took, C., Geman, O., Alarcon, G. & Valentin, A., Jan 2024, In: Computers in Biology and Medicine. 168, p. 1-27 27 p., 107782.

  Research output: Contribution to journal › Article › peer-review

  Open Access

• A T-PROPER KARHUNEN-LOÈVE EXPANSION AND ITS APPLICATION TO THE PROBLEM OF SIMULATION

  Fernandez-Alcala, R. M., Navarro-Moreno, J., Jimenez-Lopez, J. D., Cheong Took, C. & Ruiz-Molina, J. C., 14 Jul 2024, (Accepted/In press) 2024 IEEE International Workshop on Machine Learning for Signal Processing. 34 ed. London: IEEE

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File
  2 Downloads (Pure)

• Augmented Statistics of Quaternion Random Variables: A Lynchpin of Quaternion Learning Machines

  Cheong Took, C., Talebi, S. P., Fernandez-Alcala, R. M. & Mandic, D. P., 20 Aug 2024, In: IEEE Signal Processing Magazine. 41, 3, p. 72-87 16 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File
  101 Downloads (Pure)

• Collaborative Learning for Incremental Classification of EMG Signals

  Moore, K., Mohomad Ibunu, M., Cheong Took, C. & Alty, S., 14 Jul 2024, (Accepted/In press) 2024 IEEE International Workshop on Machine Learning for Signal Processing. 34 ed. London: IEEE

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File
  2 Downloads (Pure)

• On filter optimization in deep learning

  Maqbool, M., 2024, (Unpublished)

  Research output: Thesis › Doctoral Thesis

• Virtual Exploration of the Human Vocal Tract

  Woods, D., 2024, (Unpublished) 217 p.

  Research output: Thesis › Doctoral Thesis

  File
  29 Downloads (Pure)

• Widrow-Hoff LMS Adaline Demonstrator for Schools and Colleges

  Alty, S. & Cheong Took, C., 15 Apr 2024, (Accepted/In press) International Conference on Acoustics, Speech and Signal Processing (ICASSP). South Korea: IEEE

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File
  39 Downloads (Pure)
• 2023

  An Investigation in the Measurable Differences between Pitch Perception in the Voice and Pitch Perception of External Sound Sources

  Edmonds, T. & Howard, D., 27 Jan 2023, (E-pub ahead of print) In: Journal of Voice.

  Research output: Contribution to journal › Article › peer-review

  Open Access

• An optimal linear fusion estimation algorithm of reduced dimension for T-proper systems with multiple packet dropouts

  Fernandez-Alcala, R. M., Jiménez-López, J. D., Le Bihan, N. & Cheong Took, C., 17 Apr 2023, In: Sensors. 23, 8, 4047.

  Research output: Contribution to journal › Article › peer-review

  Open Access
  1 Downloads (Pure)

• A novel technique for optimizing the filter size of CNNs without backpropagation

  Maqbool, M. M., Cheong Took, C. & Sanei, S., 2 Jul 2023, p. 354-358. 5 p.

  Research output: Contribution to conference › Paper › peer-review

  Open Access

  File
  32 Downloads (Pure)

• Influence of vowels on note pitching in a cappella vocal quartet performance

  Howard, D., 29 Nov 2023, In: Journal of Voice.

  Research output: Contribution to journal › Article › peer-review

  Open Access

• On the Correlation of Completion Progress in Virtual Learning Environments and Student Outcomes

  Alty, S. & Cheong Took, C., 19 Nov 2023, ICERI2023 Proceedings. IATED, p. 4894-4900 7 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File
  24 Downloads (Pure)

• Rapid FPGA implementation of a cost-effective quaternion LMS estimator

  Tisan, A.-S. & Cheong Took, C., Jun 2023.

  Research output: Contribution to conference › Paper › peer-review

• Reconfigurable Quaternion LMS

  Tisan, A.-S. & Cheong Took, C., 20 Nov 2023, In: IEEE Transactions on Industrial Informatics. p. 1-8 8 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File
  49 Downloads (Pure)

• The Reality of Virtual Voice Production in Performance Spaces

  Roberts, F., 2023

  Research output: Thesis › Doctoral Thesis

  File
  178 Downloads (Pure)

• Weight sharing for single-channel LMS

  Ibunu, S., Moore, K., Cheong Took, C. & Mandic, D., 2 Jul 2023, p. 185-189. 5 p.

  Research output: Contribution to conference › Paper › peer-review

  Open Access

  File
  34 Downloads (Pure)
• 2022

  A Joint Particle Filter for Quaternion-Valued Alpha-Stable Signals via the Characteristic Function

  Talebi, S. P., Werner, S., Xia, Y., Cheong Took, C. & Mandic, D., 22 Jul 2022.

  Research output: Contribution to conference › Paper › peer-review

  Open Access

  File
  54 Downloads (Pure)

• Developmental history of the Vocal Tract Organ

  Howard, D., 26 Jul 2022, (E-pub ahead of print) In: Journal of Voice.

  Research output: Contribution to journal › Article › peer-review

  Open Access

• FPGA accelerators HLS-based design of hyper complex LMS filters

  Tisan, A.-S., Monmasson, E. & Cheong Took, C., 9 Dec 2022, IECON 2022 – 48th Annual Conference of the IEEE Industrial Electronics Society.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• Human voice synthesis and the Vocal Tract Organ

  Howard, D., 2022, In: Annual Report of the Yorkshire Philosophical Society. p. 64-66 3 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File
  20 Downloads (Pure)

• Rapid dynamic speech imaging at 3 Tesla using combination of a custom vocal tract coil, variable density spirals and manifold regularization

  Rusho, R. Z., Ahmed, A. H., Kruger, S., Alam, W., Meyer, D., Howard, D., Titze, I., Jacob, M. & Lingala, S. G., 6 Sept 2022, In: ArXiv.org. arXiv preprint arXiv:2209.02768.

  Research output: Contribution to journal › Article › peer-review

• Weight sharing for LMS algorithms: Convolutional Neural Networks Inspired Multichannel Adaptive Filtering

  Cheong Took, C. & Mandic, D., Jul 2022, In: Digital Signal Processing. 127, 103580.

  Research output: Contribution to journal › Article › peer-review

  Open Access
  4 Downloads (Pure)
• 2021

  A Variable Memory Length Auto Encoder

  Mohomad Ibunu, M., Weller, S. & Cheong Took, C., Jul 2021.

  Research output: Contribution to conference › Paper › peer-review

  Open Access

  File
  128 Downloads (Pure)

• Creativity First, Science Follows: Lessons in Digital Signal Processing Education

  Cheong Took, C., Alty, S., Yardim, A. & Howard, D., 28 Apr 2021, In: IEEE Signal Processing Magazine. 38, 3, p. 51-61 11 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File
  207 Downloads (Pure)

• Deep neural network representation and Generative Adversarial Learning

  RUIZ-GARCIA, A., Schmidhuber, J., PALADE, V., Cheong Took, C. & Mandic, D., 9 Mar 2021, (E-pub ahead of print) In: Neural Networks. p. 1-2 2 p.

  Research output: Contribution to journal › Editorial › peer-review

  Open Access

  File
  64 Downloads (Pure)

• Privacy Boundary Determination of Smart Meter Data Using an Artificial Intelligence Adversary

  Zhang, X., Watkins, C., Cheong Took, C. & Kuenzel, S., 14 Jul 2021, (E-pub ahead of print) In: International Transactions on Electrical Energy Systems.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File
  84 Downloads (Pure)

• Special Issue on Deep Representation and Transfer Learning for Smart and Connected Health

  PALADE, V., WERMTER, S., RUIZ-GARCIA, A., DE PADUA BRAGA, A. & Cheong Took, C., 4 Feb 2021, In: IEEE Transactions on Neural Networks and Learning Systems. 32, 2, p. 464-465 2 p.

  Research output: Contribution to journal › Editorial › peer-review

  Open Access

  File
  73 Downloads (Pure)

• Transfer Learning of EEG for Analysis of Interictal Epileptiform Discharges

  Cheong Took, C., Alty, S., Martin-Lopez, D., Valentin, A., Alarcon, G. & Sanei, S., 19 Nov 2021, International Conference on e-Health and Bioengineering. IEEE

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File
  95 Downloads (Pure)
• 2020

  Eeg Connectivity - Informed Cooperative Adaptive Line Enhancer for Recognition of Brain State

  Sanei, S., Cheong Took, C., Jarchi, D. & Prochazke, A., 14 May 2020, In: ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. 5 p.

  Research output: Contribution to journal › Conference article › peer-review

  Open Access

  File
  100 Downloads (Pure)

• Efficient Algorithm To Implement Sliding Singular Spectrum Analysis With Application To Biomedical Signal Denoising

  Saeed, M., Cheong Took, C. & Alty, S., 14 May 2020, p. 1-4. 4 p.

  Research output: Contribution to conference › Paper › peer-review

  Open Access

  File
  180 Downloads (Pure)

• Influences on pitching variation in a cappella choral

  Howard, D. & Overy, S., May 2020, In: ABCD Choral Research Journal. 1, p. 94-101 8 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File
  62 Downloads (Pure)

• Synthesis of a Vocal Sound from the 3,000 year old Mummy, Nesyamun ‘True of Voice’

  Howard, D., Schofield, J., Fletcher, J., Baxter, K., Iball, G. & Buckley, S., 23 Jan 2020, In: Scientific Reports. 10, p. 1-6 6 p., 45000 (2020).

  Research output: Contribution to journal › Article › peer-review

  Open Access

• Transatlantic Perspectives on the Use of Data Science in Museums and Heritage

  Platts, H., Howard, D., Dalton, P. & Watkins, C., Jul 2020, UK Research and Innovation.

  Research output: Chapter in Book/Report/Conference proceeding › Other contribution

• Which Sung Pitch Range is Best for Boys During Voice Change?

  Williams, J., Welch, G. F. & Howard, D. M., 8 Jan 2020, (E-pub ahead of print) In: Journal of Voice. p. 1-8 8 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File
  80 Downloads (Pure)
• 2019

  Acoustics

  Howard, D., 22 Mar 2019, The SAGE Encyclopedia of Human Communication Sciences and Disorders. Damico, J. & Ball, M. (eds.). Sage Knowledge, 1 p.

  Research output: Chapter in Book/Report/Conference proceeding › Chapter

  Open Access

• A thirteenth-century theory of speech

  Harvey, J., Smithson, H., Siviour, C., Gasper, G., Sønnesyn, S. O., McLeish, T. & Howard, D., 6 Aug 2019, (E-pub ahead of print) In: Journal of the Acoustical Society of America. 146, 2, p. 937-947 11 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File
  3316 Downloads (Pure)

• Background noise

  Howard, D., 2019, The SAGE Encyclopedia of Human Communication Sciences and Disorders. Damico, J. & Ball, M. (eds.). Sage Knowledge, p. 261 1 p.

  Research output: Chapter in Book/Report/Conference proceeding › Chapter

  Open Access

• Classroom acoustics

  Howard, D., 22 Mar 2019, The SAGE Encyclopedia of Human Communication Sciences and Disorders. Damico, J. & Ball, M. (eds.). Sage Knowledge, 1 p.

  Research output: Chapter in Book/Report/Conference proceeding › Chapter

  Open Access

• Electroglottography (EGG) / Electrolaryngography (ELG)

  Howard, D., 22 Mar 2019, The SAGE Encyclopedia of Human Communication Sciences and Disorders. Damico, J. & Ball, M. (eds.). Sage Knowledge, p. 671 1 p.

  Research output: Chapter in Book/Report/Conference proceeding › Chapter

  Open Access

• Frequency response

  Howard, D., 22 Mar 2019, The SAGE Encyclopedia of Human Communication Sciences and Disorders. Damico, J. & Ball, M. (eds.). Sage Knowledge, 1 p.

  Research output: Chapter in Book/Report/Conference proceeding › Chapter

  Open Access

• Loudness

  Howard, D., 22 Mar 2019, The SAGE Encyclopedia of Human Communication Sciences and Disorders. Damico, J. & Ball, M. (eds.). Sage Knowledge, p. 1121 1 p.

  Research output: Chapter in Book/Report/Conference proceeding › Chapter

  Open Access

• Multichannel Quaternion Least Mean Square Algorithm

  Cheong Took, C. & Xia, Y., 17 Apr 2019, (E-pub ahead of print) International Conference on Acoustics, Speech, and Signal Processing: ICASSP. Brighton UK: IEEE, p. 1-4 4 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File
  140 Downloads (Pure)

• Quo Vadis ICASSP: Echoes of 2019 ICASSP in Brighton, United Kingdom: Signal Processing Meets the Needs of Modern Humankind

  Mandic, D., Djuric, P., Cichocki, A., Cheong Took, C., Sanei, S. & Hanzo, L., 1 Sept 2019, (Accepted/In press) In: IEEE Signal Processing Magazine. 36, 5, 9 p.

  Research output: Contribution to journal › Conference article › peer-review

• Rebuttal to "Comments on The Quaternion LMS Algorithm for Adaptive Filtering of Hypercomplex Processes"

  Cheong Took, C., 6 Feb 2019, In: IEEE Transactions on Signal Processing. p. 1-1 1 p., T-SP-24444-2018.

  Research output: Contribution to journal › Comment/debate › peer-review

  Open Access

  File
  161 Downloads (Pure)
• 2018

  A Longitudinal Study of Intonation in an a cappella Singing Quintet

  D'Amario, S., Howard, D., Daffern, H. & Pennill, N., 24 Aug 2018, (E-pub ahead of print) In: Journal of Voice. p. 1-15 15 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

• Deep Neural Architectures for Mapping Scalp to Intracranial EEG

  Antoniades, A., Spyrou, L., Martin-Lopez, D., Valentin, A., Alarcon, G., Sanei, S. & Cheong Took, C., 10 Apr 2018, In: International Journal of Neural Systems. 28, 8, p. 1 1850009.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File
  428 Downloads (Pure)

• Determining the Relevant Criteria for Three-dimensional Vocal Tract Characterization

  Vos, R., Murphy, D. T., Howard, D. & Daffern, H., Mar 2018, In: Journal of Voice. 32, 2, p. 130-142 13 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File
  93 Downloads (Pure)

• Machine learning in biomedical engineering

  Cheong Took, C., Feb 2018, In: Biomedical Engineering Letters. 8, 1, p. 1-3 3 p.

  Research output: Contribution to journal › Editorial › peer-review

• Practical Voice Analyses and their Application in the Studio

  Nair, G., Howard, D. & Welch, G., 10 Feb 2018, (E-pub ahead of print) The Oxford Handbook of Singing. Welch, G., Howard, D. & Nix, J. (eds.). Oxford, UK: Oxford University Press, 23 p.

  Research output: Chapter in Book/Report/Conference proceeding › Chapter

• Practical voice measurement

  Howard, D., 2018, The voice clinic handbook. Harris, T. & Howard, D. (eds.). 2nd ed. Oxford: Compton Publishing Ltd., p. 319-378 59 p.

  Research output: Chapter in Book/Report/Conference proceeding › Chapter