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Khaled Koutini
Khaled Koutini
Verified email at jku.at
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Year
The Receptive Field as a Regularizer in Deep Convolutional Neural Networks for Acoustic Scene Classification.
K Koutini, H Eghbal-zadeh, M Dorfer, G Widmer
Proceedings of the European Signal Processing Conference (EUSIPCO), 2019
792019
Acoustic Scene Classification and Audio Tagging with Receptive-Field-Regularized CNNs
K Koutini, H Eghbal-zadeh, G Widmer
Proceedings of the Detection and Classification of Acoustic Scenes and …, 2019
452019
Efficient Training of Audio Transformers with Patchout
K Koutini, J Schlüter, H Eghbal-zadeh, G Widmer
arXiv preprint arXiv:2110.05069, 2021
322021
Receptive-field-regularized CNN variants for acoustic scene classification
K Koutini, H Eghbal-zadeh, G Widmer
arXiv preprint arXiv:1909.02859, 2019
312019
CP-JKU submissions to DCASE’20: Low-complexity cross-device acoustic scene classification with rf-regularized CNNs
K Koutini, F Henkel, H Eghbal-zadeh, G Widmer
Tech. Rep., DCASE2020 Challenge, 2020
272020
Classifying short acoustic scenes with I-vectors and CNNs: Challenges and optimisations for the 2017 DCASE ASC task
B Lehner, H Eghbal-Zadeh, M Dorfer, F Korzeniowski, K Koutini, ...
IEEE AASP Challenge on Detection and Classification of Acoustic Scen and …, 2017
272017
Iterative knowledge distillation in r-cnns for weakly-labeled semi-supervised sound event detection
K Koutini, H Eghbal-zadeh, G Widmer
Detection and Classification of Acoustic Scenes and Events (DCASE) 2018 …, 2018
202018
Receptive field regularization techniques for audio classification and tagging with deep convolutional neural networks
K Koutini, H Eghbal-zadeh, G Widmer
IEEE/ACM Transactions on Audio, Speech, and Language Processing 29, 1987-2000, 2021
182021
Emotion and Theme Recognition in Music with Frequency-Aware RF-Regularized CNNs
K Koutini, S Chowdhury, V Haunschmid, H Eghbal-zadeh, G Widmer
arXiv preprint arXiv:1911.05833, 2019
182019
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
162019
Acoustic scene classification with reject option based on resnets
B Lehner, K Koutini, C Schwarzlmüller, T Gallien, G Widmer
Proceedings of the Detection and Classification of Acoustic Scenes and …, 2019
122019
Low-Complexity Models for Acoustic Scene Classification Based on Receptive Field Regularization and Frequency Damping
K Koutini, F Henkel, H Eghbal-zadeh, G Widmer
arXiv preprint arXiv:2011.02955, 2020
112020
CPJKU SUBMISSION TO DCASE21: Cross-device audio scene classification with wide sparse frequency-damped CNNs
K Koutini, J Schlüter, G Widmer
DCASE2021 Challenge, Tech. Rep., 2021
82021
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
72020
Acoustic scene classification and audio tagging with receptive-fieldregularized CNNs
H Eghbal-zadeh, K Koutini, G Widmer
Tech. Rep., DCASE 2019 Challenge, 2019
72019
MediaEval 2017 AcousticBrainz Genre Task: Multilayer Perceptron Approach.
K Koutini, A Imenina, M Dorfer, A Gruber, M Schedl
MediaEval, 2017
42017
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
32020
Deep SNP: An End-to-end Deep Neural Network with Attention-based Localization for Break-point Detection in SNP Array Genomic data
H Eghbal-zadeh, L Fischer, N Popitsch, F Kromp, S Taschner-Mandl, ...
arXiv preprint arXiv:1806.08840, 2018
22018
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
12022
Over-Parameterization and Generalization in Audio Classification
K Koutini, H Eghbal-zadeh, F Henkel, J Schlüter, G Widmer
arXiv preprint arXiv:2107.08933, 2021
12021
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