Efficient large-scale audio tagging via transformer-to-cnn knowledge distillation F Schmid, K Koutini, G Widmer ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023 | 33 | 2023 |
CPJKU submission to dcase22: Distilling knowledge for lowcomplexity convolutional neural networks from a patchout audio transformer F Schmid, S Masoudian, K Koutini, G Widmer Tech. Rep, DCASE2022 Challenge., 2022 | 24 | 2022 |
Knowledge Distillation from Transformers for Low-Complexity Acoustic Scene Classification. F Schmid, S Masoudian, K Koutini, G Widmer DCASE, 2022 | 13 | 2022 |
Device-robust acoustic scene classification via impulse response augmentation T Morocutti, F Schmid, K Koutini, G Widmer 2023 31st European Signal Processing Conference (EUSIPCO), 176-180, 2023 | 7 | 2023 |
CP-JKU submission to dcase23: Efficient acoustic scene classification with cp-mobile F Schmid, T Morocutti, S Masoudian, K Koutini, G Widmer DCASE2023 Challenge, Tech. Rep, 2023 | 6 | 2023 |
Learning general audio representations with large-scale training of patchout audio transformers K Koutini, S Masoudian, F Schmid, H Eghbal-zadeh, J Schlüter, G Widmer HEAR: Holistic Evaluation of Audio Representations, 65-89, 2022 | 6 | 2022 |
Low-complexity audio embedding extractors F Schmid, K Koutini, G Widmer 2023 31st European Signal Processing Conference (EUSIPCO), 451-455, 2023 | 2 | 2023 |
Simulation-assisted Training of Neural Networks for Condition Monitoring of Electrical Drives: Approach and Proof of Concept E Marth, P Zorn, F Schmid, S Masoudian, K Koutini, W Amrhein IKMT 2022; 13. GMM/ETG-Symposium, 1-7, 2022 | 2 | 2022 |
Simulation-assisted Training of Neural Networks for Condition Monitoring of Electrical Drives: Enhanced Domain Adaptation Methods F Schmid, S Masoudian, E Marth, P Zorn, K Koutini, G Widmer IKMT 2022; 13. GMM/ETG-Symposium, 1-7, 2022 | 1 | 2022 |
Dynamic Convolutional Neural Networks as Efficient Pre-trained Audio Models F Schmid, K Koutini, G Widmer IEEE/ACM Transactions on Audio, Speech, and Language Processing, 2024 | | 2024 |
Using domain adaptation to counter distribution shift between training and application domain/submitted by Florian Schmid, Bsc. F Schmid | | 2022 |
CREATING A GOOD TEACHER FOR KNOWLEDGE DISTILLATION IN ACOUSTIC SCENE CLASSIFICATION T Morocutti, F Schmid, K Koutini, G Widmer | | |
DISTILLING THE KNOWLEDGE OF TRANSFORMERS AND CNNS WITH CP-MOBILE F Schmid, T Morocutti, S Masoudian, K Koutini, G Widmer | | |