Publications
- Ye Z, Cho J and Oh C (2024). Improving image de-raining using reference-guided transformers. IEEE International Conference on Image Processing 27 Oct 2024 - 30 Oct 2024.
27-09-2024 - Chang SK, Benetos E, KIRCHHOFF H and Dixon S (2024). ˜YourMT3+: Multi-instrument Music Transcription with Enhanced Transformer Architectures and Cross-dataset Stem Augmentation. IEEE International Workshop on Machine Learning for Signal Processing (MLSP) 22 Sep 2024 - 25 Sep 2024.
22-09-2024 - Zheng S, Del Sette BM, Saitis C, Xambo Sedo A and Bryan-Kinns N (2024). Building Sketch-to-Sound Mapping with Unsupervised Feature Extraction and Interactive Machine Learning. New Interfaces for Musical Expression 4 Sep 2024 - 6 Sep 2024.
04-09-2024 - Huang J and Benetos E (2024). Towards Building an End-to-End Multilingual Automatic Lyrics Transcription Model. 32nd European Signal Processing Conference (EUSIPCO) 26 Aug 2024 - 30 Aug 2024.
26-08-2024 - Yuan R, Lin H, Wang Y, Tian Z, Wu S, Shen T, Zhang G, Wu Y, Liu C, Zhou Z, Ma Z, Xue L, Wang Z, Liu Q, Zheng T, Li Y, Ma Y, Liang Y, Chi X, Liu R, et al. (2024). ChatMusician: Understanding and Generating Music Intrinsically with LLM. 62nd Annual Meeting of the Association for Computational Linguistics (ACL 2024) 11 Aug 2024 - 16 Aug 2024.
11-08-2024 - Hill A, Morrissey D and Marsh W (2024). What characteristics of clinical decision support system implementations lead to adoption for regular use? A scoping review. BMJ Health & Care Informatics Online, BMJ vol. 31 (1)
01-08-2024 - Lowe C, Sephton R, Marsh W and Morrissey D (2024). Evaluation of a Musculoskeletal Digital Assessment Routing Tool (DART): Crossover Noninferiority Randomized Pilot Trial. JMIR Formative Research, JMIR Publications vol. 8
30-07-2024 - Wohlgemut JM, Pisirir E, Stoner RS, Kyrimi E, Yet B, Marsh W, Perkins ZB and Tai NRM (2024). Bayesian networks may allow better performance and usability than logistic regression. Critical Care, Springer Nature vol. 28 (1)
11-07-2024 - Xompero A, Bontonou M, Arbona J-M, Benetos E and Cavallaro A (2024). Explaining models relating objects and privacy. 3rd Explainable AI for Computer Vision (XAI4CV) Workshop at CVPR 2024 18 Jun 2024.
18-06-2024 - Corsetti J, Boscaini D, Oh C, Cavallaro A and Poiesi F (2024). Open-vocabulary object 6D pose estimation. IEEE/CVF Conference on Computer Vision and Pattern Recognition 2024.
17-06-2024 - Kim J, Oh C, Do H, Kim S and Sohn K (2024). Diffusion-driven GAN Inversion for Multi-Modal Face Image Generation. IEEE/CVF International Conference on Computer Vision and Pattern Recognition 2024.
17-06-2024 - Deng Z, Ma Y, Liu Y, Guo R, Zhang G, Chen W, Huang W and Benetos E (2024). MusiLingo: bridging music and text with pre-trained language models for music captioning and query response. 2024 Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL 2024) 16 Jun 2024 - 21 Jun 2024.
16-06-2024 - 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 - Lowe C, Browne M, Marsh W and Morrissey D (2024). CSP2023: 28 Digital Health Technology - Narrowing or Widening the Digital Divide? Learning From Validation of a Musculoskeletal Digital Assessment Tool (DART). Physiotherapy, Elsevier vol. 123, e86-e87.
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 - Liang J, Zhang H, Liu H, Cao Y, Kong Q, Liu X, Wang W, Plumbley MD, Phan H and Benetos E (2024). WavCraft: audio editing and generation with large language models. ICLR 2024 Workshop on LLM Agents 11 May 2024.
11-05-2024 - 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 - Wang G, Huang X, Gong S, Zhang J and Gao W (2024). Faster Person Re-Identification: One-Shot-Filter and Coarse-to-Fine Search. IEEE Transactions on Pattern Analysis and Machine Intelligence, Institute of Electrical and Electronics Engineers (IEEE) vol. 46 (5), 3013-3030.
03-04-2024 - Xing M, Feng Z, Su Y and Oh C (2024). Learning by Erasing: Conditional Entropy Based Transferable Out-of-Distribution Detection. AAAI Conference on Artificial Intelligence 2024.
24-03-2024 - 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