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Research

Publications: DR Aidan Hogg

Hu X, Li J, Picinali L, Hogg AOT . A Machine Learning Approach for Denoising and Upsampling HRTFs . Conference: 2025 33rd European Signal Processing Conference (EUSIPCO)201 - 205 .
Hu X, Li J, Picinali L, Hogg AOT ( 2025 ) . Head-Related Transfer Function Upsampling Using an Autoencoder-Based Generative Adversarial Network With Evaluation Framework . Journal of the Audio Engineering Society vol. 73 , ( 9 ) 533 - 547 .
Hogg AOT, Barumerli R, Daugintis R, Poole KC, Brinkmann F, Picinali L, Geronazzo M ( 2025 ) . Listener Acoustic Personalization Challenge - LAP24: Head-Related Transfer Function Upsampling . IEEE Open Journal of Signal Processing vol. 6 , 926 - 941 .
Geronazzo M, Picinali L, Hogg A, Barumerli R, Poole K, Daugintis R, Brinkmann F ( 2024 ) . Technical Report: SONICOM / IEEE Listener Acoustic Personalisation (LAP) Challenge - 2024 .
Hu X, Picinali L, Hogg A ( 2024 ) . HRTF spatial upsampling in the spherical harmonics domain employing a generative adversarial network . Conference: International Conference on Digital Audio Effects (DAFx) from: 03/09/2024 to: 07/09/2024 ,
Hogg AOT, Jenkins M, Liu H ( 2024 ) . HRTF Upsampling With a Generative Adversarial Network Using a Gnomonic Equiangular Projection . IEEE Transactions on Audio Speech and Language Processing vol. 32 , 2085 - 2099 .
Hogg A, Liu H, Jenkins M ( 2024 ) . Exploring the impact of transfer learning on GAN-based HRTF upsampling . Conference: Proceedings of the 10th Convention of the European Acoustics Association Forum Acusticum 20232323 - 2328 .
Engel I, Daugintis R, Vicente T, Hogg AOT, Pauwels J, Tournier AJ, Picinali L ( 2023 ) . The SONICOM HRTF Dataset . Journal of the Audio Engineering Society vol. 71 , ( 5 ) 241 - 253 .
McKnight SW, Hogg AOT, Naylor PA ( 2022 ) . Studying Human-Based Speaker Diarization and Comparing to State-of-the-Art Systems . Conference: 2022 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC) vol. 00 , 1 - 8 .
McKnight S, Hogg A ( 2021 ) . A Study of Salient Modulation Domain Features for Speaker Identification . Conference: 2021 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC)
Neo VW, Weiss S, McKnight SW, Hogg AOT ( 2022 ) . Polynomial Eigenvalue Decomposition-Based Target Speaker Voice Activity Detection in the Presence of Competing Talkers . Conference: 2022 International Workshop on Acoustic Signal Enhancement (IWAENC) vol. 00 , 1 - 5 .
Hogg AOT, Neo VW, Weiss S, Evers C ( 2021 ) . A Polynomial Eigenvalue Decomposition Music Approach for Broadband Sound Source Localization . Conference: 2021 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) vol. 00 , 326 - 330 .
Hogg AOT, Evers C ( 2021 ) . Multichannel Overlapping Speaker Segmentation Using Multiple Hypothesis Tracking Of Acoustic And Spatial Features . Conference: ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) vol. 00 , 26 - 30 .
Hogg AOT, Evers C, Moore AH ( 2021 ) . Overlapping Speaker Segmentation Using Multiple Hypothesis Tracking of Fundamental Frequency . IEEE/ACM Transactions on Audio Speech and Language Processing vol. 29 , 1479 - 1490 .
McKnight SW, Hogg AOT ( 2021 ) . Analysis of Phonetic Dependence of Segmentation Errors in Speaker Diarization . Conference: 2020 28th European Signal Processing Conference (EUSIPCO) vol. 00 , 381 - 385 .
Hogg AOT, Evers C, Naylor PA ( 2019 ) . Multiple Hypothesis Tracking for Overlapping Speaker Segmentation . Conference: 2019 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) vol. 00 , 195 - 199 .
Hogg AOT, Evers C ( 2019 ) . Speaker Change Detection Using Fundamental Frequency with Application to Multi-talker Segmentation . Conference: ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) vol. 00 , 5826 - 5830 .
Sharma D, Hogg AOT, Naylor PA ( 2019 ) . Non-Intrusive POLQA Estimation of Speech Quality using Recurrent Neural Networks . Conference: 2019 27th European Signal Processing Conference (EUSIPCO) vol. 00 , 1 - 5 .