Anomalous sound detection as a simple binary classification problem with careful selection of proxy outlier examples P Primus, V Haunschmid, P Praher, G Widmer arXiv preprint arXiv:2011.02949, 2020 | 36 | 2020 |
Reframing unsupervised machine condition monitoring as a supervised classification task with outlier-exposed classifiers P Primus Tech. Rep., DCASE2020 Challenge, 2020 | 28 | 2020 |
Exploiting parallel audio recordings to enforce device invariance in CNN-based acoustic scene classification P Primus, H Eghbal-zadeh, D Eitelsebner, K Koutini, A Arzt, G Widmer arXiv preprint arXiv:1909.02869, 2019 | 25 | 2019 |
Bird audio detection-dcase 2018 F Berger, W Freillinger, P Primus, W Reisinger DCASE2018 Challenge, Tech. Rep., 2018 | 12 | 2018 |
On data augmentation and adversarial risk: An empirical analysis H Eghbal-zadeh, K Koutini, P Primus, V Haunschmid, M Lewandowski, ... arXiv preprint arXiv:2007.02650, 2020 | 10 | 2020 |
Acoustic scene classification with mismatched recording devices P Primus, D Eitelsebner Tech. Rep., DCASE2019 Challenge, 2019 | 10 | 2019 |
Receptive-field regularized CNNs for music classification and tagging K Koutini, H Eghbal-Zadeh, V Haunschmid, P Primus, S Chowdhury, ... arXiv preprint arXiv:2007.13503, 2020 | 7 | 2020 |
CP-JKU Submission to DCASE’21: Improving Out-of-Distribution Detectors for Machine Condition Monitoring with Proxy Outliers & Domain Adaptation via Semantic Alignment P Primus, M Zwifl, G Widmer DCASE2021 Challenge, 2021 | 4 | 2021 |
Cp-jku’s submission to task 6b of the dcase2023 challenge: Audio retrieval with passt and gpt-augmented captions P Primus, K Koutini, G Widmer DCASE2023 Challenge, Tech. Rep, 2023 | 2 | 2023 |
Improved Zero-Shot Audio Tagging & Classification with Patchout Spectrogram Transformers P Primus, G Widmer 2022 30th European Signal Processing Conference (EUSIPCO), 410-413, 2022 | 2 | 2022 |
Advancing Natural-Language Based Audio Retrieval with PaSST and Large Audio-Caption Data Sets P Primus, K Koutini, G Widmer arXiv preprint arXiv:2308.04258, 2023 | 1 | 2023 |
Improving natural-language-based audio retrieval with transfer learning and audio & text augmentations P Primus, G Widmer arXiv preprint arXiv:2208.11460, 2022 | 1 | 2022 |
CP-JKU’s submission to task 6a of the DCASE2022 challenge: A bart encoder-decoder for automatic audio captioning trained via the reinforce algorithm and transfer learning P Primus, G Widmer Proc. Conf. Detection Classification Acoust. Scenes Events, 1-4, 2022 | 1 | 2022 |
Gradient-based explanations for audio classifiers/submitted by Paul primus P Primus | 1 | 2019 |
On Frequency-Wise Normalizations for Better Recording Device Generalization in Audio Spectrogram Transformers P Primus, G Widmer 2023 31st European Signal Processing Conference (EUSIPCO), 391-395, 2023 | | 2023 |