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Florian Schmid
Florian Schmid
Johannes Kepler University Linz, Institute of Computational Perception
Verified email at jku.at
Title
Cited by
Cited by
Year
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
332023
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
242022
Knowledge Distillation from Transformers for Low-Complexity Acoustic Scene Classification.
F Schmid, S Masoudian, K Koutini, G Widmer
DCASE, 2022
132022
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
72023
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
62023
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
62022
Low-complexity audio embedding extractors
F Schmid, K Koutini, G Widmer
2023 31st European Signal Processing Conference (EUSIPCO), 451-455, 2023
22023
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
22022
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
12022
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
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