Publications

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  • Hunte JL, Neil M, Fenton NE, Osman M and Bechlivanidis C (2024). The effect of risk communication on consumers’ risk perception, risk tolerance and utility of smart and non-smart home appliances. Safety Science, Elsevier vol. 174 
    01-06-2024
  • Haleem MS, Cisuelo O, Andellini M, Castaldo R, Angelini M, Ritrovato M, Schiaffini R, Franzese M and Pecchia L (2024). A Self-Attention Deep Neural Network Regressor for real time blood glucose estimation in paediatric population using physiological signals. Biomedical Signal Processing and Control, Elsevier vol. 92 
    01-06-2024
  • Li Y, Yuan R, Zhang G, Ma Y, Chen X, Yin H, Xiao C, Lin C, Ragni A, Benetos E, Gyenge N, Dannenberg R, Liu R, Chen W, Xia G, Shi Y, Huang W, Wang Z, Guo Y and Fu J (2024). MERT: Acoustic Music Understanding Model with Large-Scale Self-supervised Training. International Conference on Learning Representations (ICLR) 7 May 2024 - 11 May 2024
    07-05-2024
  • Li D, Ma Y, Wei W, KONG Q, Wu Y, Che M, Xia F, Benetos E and Li W (2024). MERTech: instrument playing technique detection using self-supervised pretrained model with multi-task finetuning. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) 14 Apr 2024 - 19 Apr 2024
    14-04-2024
  • Liang J, Phan QH and Benetos E (2024). Learning from taxonomy: multi-label few-shot classification for everyday sound recognition. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) 14 Apr 2024 - 19 Apr 2024
    14-04-2024
  • Riley JX, EDWARDS D and Dixon S (2024). High Resolution Guitar Transcription via Domain Adaptation. International Conference on Acoustics, Speech and Signal Processing 14 Apr 2024 - 19 Apr 2024
    14-04-2024
  • Postolache E, Mariani G, Cosmo L, Benetos E and Rodola E (2024). Generalized multi-source inference for text conditioned music diffusion models. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) 14 Apr 2024 - 19 Apr 2024
    14-04-2024
  • Hogg 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
  • Ketola T and Roelleke T (2024). Document structure-driven investigative information retrieval. Information Systems, Elsevier vol. 121 
    01-03-2024
  • Reed CN, Pearce M and McPherson A (2024). Auditory imagery ability influences accuracy when singing with altered auditory feedback. Musicae Scientiae, SAGE Publications 
    15-02-2024
  • Bhattacharjee A, Chen P, Mandal A, Hsu A, O'Leary K, Mariakakis A and Williams JJ (2024). Exploring User Perspectives on Brief Reflective Questioning Activities for Stress Management: Mixed Methods Study. JMIR Formative Research, JMIR Publications vol. 8 
    08-02-2024
  • EDWARDS D, Dixon S, Benetos E, Maezawa A and Kusaka Y (2024). A Data-Driven Analysis of Robust Automatic Piano Transcription. IEEE Signal Processing Letters, Institute of Electrical and Electronics Engineers vol. 31, 681-685.  
    08-02-2024
  • Tian L, Oh C and Cavallaro A (2024). Test-time adaptation for 6D pose tracking. Pattern Recognition, Elsevier BV, 110390-110390.  
    01-02-2024
  • Xu M, Wang Y, Xu B, Zhang J, Ren J, Huang Z, Poslad S and Xu P (2024). A critical analysis of image-based camera pose estimation techniques. Neurocomputing, Elsevier vol. 570 
    01-02-2024
  • Vanka S, Safi M, Rolland J-B and Fazekas G (2024). The Role of Communication and Reference Songs in the Mixing Process: Insights from Professional Mix Engineers. Journal of the Audio Engineering Society, Audio Engineering Society 
    20-01-2024
  • Hogg 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
  • Singh S, Steinmetz C, Benetos E, Phan QH and Stowell D (2024). ATGNN: audio tagging graph neural network. IEEE Signal Processing Letters, Institute of Electrical and Electronics Engineers vol. 31, 825-829.  
    17-01-2024
  • Hayes B, Shier J, Fazekas G, McPherson A and Saitis C (2024). A review of differentiable digital signal processing for music and speech synthesis. Frontiers in Signal Processing, Frontiers vol. 3 
    11-01-2024
  • Sassi M, Haleem MS and Pecchia L (2024). Spectrogram-based approach with convolutional neural network for human activity classification. Mediterranean Conference on Medical and Biological Engineering and Computing International Conference on Medical and Biological Engineering MEDICON 2023, CMBEBIH 2023: MEDICON’23 and CMBEBIH’23 14 Sep 2023 - 16 Sep 2023
    04-01-2024
  • Cisuelo O, Haleem MS, Hattersley J and Pecchia L (2024). Spectrogram-Driven Convolutional Neural Network for Real-Time Non-invasive Hyperglycaemia Detection in Paediatric Type-1 Diabetes via Wearable Sensors. MEDICON: Mediterranean Conference on Medical and Biological Engineering and Computing, CMBEBIH: International Conference on Medical and Biological Engineering 14 Sep 2023 - 16 Sep 2023
    04-01-2024
  • Dai T, Li W, Cao X, Liu J, Jia X, Leonardis A, Yan Y and Yuan S (2024). Wavelet-based network for high dynamic range imaging. Computer Vision and Image Understanding, Elsevier vol. 238 
    01-01-2024
  • Pighetti A, Bellotti F, Oh C, Lazzaroni L, Forneris L, Fresta M and Berta R (2024). Investigating Adversarial Policy Learning for Robust Agents in Automated Driving Highway Simulations. 
    01-01-2024
  • Wohlgemut JM, Pisirir E, Stoner RS, Kyrimi E, Christian M, Hurst T, Marsh W, Perkins ZB and Tai NRM (2024). Identification of major hemorrhage in trauma patients in the prehospital setting: diagnostic accuracy and impact on outcome. Trauma Surgery & Acute Care Open, BMJ vol. 9 (1) 
    01-01-2024
  • Hunte JL, Neil M and Fenton NE (2024). A hybrid Bayesian network for medical device risk assessment and management. Reliability Engineering & System Safety, Elsevier vol. 241 
    01-01-2024