Dr Aidan Hogg

Aidan Hogg
PhD, DIC, MEng, ACGI, AFHEA

Lecturer in Computer Science

School of Electronic Engineering and Computer Science
Queen Mary University of London
ORCID Google Scholar LinkedIn X

Research

spatial acoustics and immersive audio, statistical signal processing, spatial hearing and hearing aids technologies, acoustical virtual and augmented reality, speech and audio processing

Interests

My current research focuses on using deep learning to capture head-related transfer functions and, more generally, spatial acoustics and immersive audio. Other research interests include speaker diarization and statistical signal processing for audio applications. More information about my current research can be found at www.aidanhogg.uk.

Publications

Relevant PublicationPublications of specific relevance to the Centre for Multimodal AI

2024

bullet iconHu X, Picinali L, Li J and Hogg A (2024). HRTF spatial upsampling in the spherical harmonics domain employing a generative adversarial network. International Conference on Digital Audio Effects (DAFx) 3 Sep 2024 - 7 Sep 2024
03-09-2024
Relevant PublicationHogg AOT, Jenkins M, Liu H, Squires I, Cooper SJ and Picinali L (2024). HRTF Upsampling With a Generative Adversarial Network Using a Gnomonic Equiangular Projection. IEEE/ACM Transactions on Audio Speech and Language Processing, Institute of Electrical and Electronics Engineers (IEEE) vol. 32, 2085-2099.  
11-03-2024
Relevant PublicationHogg A, Liu H, Jenkins M and Picinali L (2024). Exploring the impact of transfer learning on GAN-based HRTF upsampling. Proceedings of the 10th Convention of the European Acoustics Association Forum Acusticum 2023
17-01-2024

2023

Relevant PublicationEngel I, Daugintis R, Vicente T, Hogg AOT, Pauwels J, Tournier AJ and Picinali L (2023). The SONICOM HRTF Dataset. Journal of the Audio Engineering Society, Audio Engineering Society vol. 71 (5), 241-253.  
09-05-2023

2022

Relevant PublicationMcKnight SW, Hogg AOT, Neo VW and Naylor PA (2022). Studying Human-Based Speaker Diarization and Comparing to State-of-the-Art Systems. 2022 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC)
10-11-2022
Relevant PublicationNeo VW, Weiss S, McKnight SW, Hogg AOT and Naylor PA (2022). Polynomial Eigenvalue Decomposition-Based Target Speaker Voice Activity Detection in the Presence of Competing Talkers. 2022 International Workshop on Acoustic Signal Enhancement (IWAENC)
08-01-2022

2021

bullet iconMcKnight S, Hogg A, Neo V and Naylor P (2021). A Study of Salient Modulation Domain Features for Speaker Identification. 2021 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC)
14-12-2021
bullet iconHogg AOT, Neo VW, Weiss S, Evers C and Naylor PA (2021). A Polynomial Eigenvalue Decomposition Music Approach for Broadband Sound Source Localization. 2021 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA)
20-10-2021
bullet iconHogg AOT, Evers C and Naylor PA (2021). Multichannel Overlapping Speaker Segmentation Using Multiple Hypothesis Tracking Of Acoustic And Spatial Features. ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
11-06-2021
bullet iconHogg AOT, Evers C, Moore AH and Naylor PA (2021). Overlapping Speaker Segmentation Using Multiple Hypothesis Tracking of Fundamental Frequency. IEEE/ACM Transactions on Audio Speech and Language Processing, Institute of Electrical and Electronics Engineers (IEEE) vol. 29, 1479-1490.  
18-03-2021
bullet iconMcKnight SW, Hogg AOT and Naylor PA (2021). Analysis of Phonetic Dependence of Segmentation Errors in Speaker Diarization. 2020 28th European Signal Processing Conference (EUSIPCO)
21-01-2021

2019

bullet iconHogg AOT, Evers C and Naylor PA (2019). Multiple Hypothesis Tracking for Overlapping Speaker Segmentation. 2019 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA)
23-10-2019
bullet iconHogg AOT, Evers C and Naylor PA (2019). Speaker Change Detection Using Fundamental Frequency with Application to Multi-talker Segmentation. ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
17-05-2019
bullet iconSharma D, Hogg AOT, Wang Y, Nour-Eldin A and Naylor PA (2019). Non-Intrusive POLQA Estimation of Speech Quality using Recurrent Neural Networks. 2019 27th European Signal Processing Conference (EUSIPCO)
06-01-2019

Grants

solid heart iconGrants of specific relevance to the Centre for Multimodal AI
solid heart iconOnline Speech Enhancement in Scenarios with Low Direct-to-Reverberant-Ratio
Emmanouil Benetos and Aidan Hogg
£65,621 L-ACOUSTICS UK LIMITED (01-09-2024 - 28-02-2025)