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Shahed Masoudian
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CP-JKU SUBMISSION TO DCASE22: DISTILLING KNOWLEDGE FOR LOW-COMPLEXITY CONVOLUTIONAL NEURAL NETWORKS FROM A PATCHOUT AUDIO TRANSFORMER
F Schmid, S Masoudian, K Koutini, G Widmer
DCASE2022 Challenge, Tech. Rep, 2022
242022
Knowledge distillation from transformers for low-complexity acoustic scene classification
F Schmid, S Masoudian, K Koutini, G Widmer
Proceedings of the Detection and Classification of Acoustic Scenes and …, 2022
122022
Modular and On-demand Bias Mitigation with Attribute-Removal Subnetworks
L Hauzenberger, S Masoudian, D Kumar, M Schedl, N Rekabsaz
Findings of the Association for Computational Linguistics: ACL 2023, 6192-6214, 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
CP-JKU SUBMISSION TO DCASE23: EFFICIENT ACOUSTIC SCENE CLASSIFICATION WITH CP-MOBILE
F Schmid, T Morocutti, S Masoudian, K Koutini, G Widmer
6*
ScaLearn: Simple and Highly Parameter-Efficient Task Transfer by Learning to Scale
M Frohmann, C Holtermann, S Masoudian, A Lauscher, N Rekabsaz
arXiv preprint arXiv:2310.01217, 2023
12023
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
12022
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
Effective Controllable Bias Mitigation for Classification and Retrieval using Gate Adapters
S Masoudian, C Volaucnik, M Schedl
arXiv preprint arXiv:2401.16457, 2024
2024
Domain Information Control at Inference Time for Acoustic Scene Classification
S Masoudian, K Koutini, M Schedl, G Widmer, N Rekabsaz
2023 31st European Signal Processing Conference (EUSIPCO), 181-185, 2023
2023
From simulation to real world: a domain adaptation study/submitted by Shahed Masoudian
S Masoudian
2022
DISTILLING THE KNOWLEDGE OF TRANSFORMERS AND CNNS WITH CP-MOBILE
F Schmid, T Morocutti, S Masoudian, K Koutini, G Widmer
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