Khaled Koutini

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 36

Top Topics

Scene Classification

Top Venues

Publications

Florian Schmid, Paul Primus, Toni Heittola, Annamaria Mesaros, Irene Martín-Morató, Khaled Koutini, Gerhard Widmer
Data-Efficient Low-Complexity Acoustic Scene Classification in the DCASE 2024 Challenge. CoRR (2024)
Hamid Eghbal-zadeh, Werner Zellinger, Maura Pintor, Kathrin Grosse, Khaled Koutini, Bernhard Alois Moser, Battista Biggio, Gerhard Widmer
Rethinking data augmentation for adversarial robustness. Inf. Sci. 654 (2024)
Florian Schmid, Khaled Koutini, Gerhard Widmer
Dynamic Convolutional Neural Networks as Efficient Pre-Trained Audio Models. IEEE ACM Trans. Audio Speech Lang. Process. 32 (2024)
Florian Schmid, Khaled Koutini, Gerhard Widmer
Dynamic Convolutional Neural Networks as Efficient Pre-trained Audio Models. CoRR (2023)
Florian Schmid, Khaled Koutini, Gerhard Widmer
Low-Complexity Audio Embedding Extractors. EUSIPCO (2023)
Florian Schmid, Khaled Koutini, Gerhard Widmer
Efficient Large-Scale Audio Tagging Via Transformer-to-CNN Knowledge Distillation. ICASSP (2023)
Shahed Masoudian, Khaled Koutini, Markus Schedl, Gerhard Widmer, Navid Rekabsaz
Domain Information Control at Inference Time for Acoustic Scene Classification. EUSIPCO (2023)
Florian Schmid, Khaled Koutini, Gerhard Widmer
Low-Complexity Audio Embedding Extractors. CoRR (2023)
Shahed Masoudian, Khaled Koutini, Markus Schedl, Gerhard Widmer, Navid Rekabsaz
Domain Information Control at Inference Time for Acoustic Scene Classification. CoRR (2023)
Tobias Morocutti, Florian Schmid, Khaled Koutini, Gerhard Widmer
Device-Robust Acoustic Scene Classification via Impulse Response Augmentation. CoRR (2023)
Paul Primus, Khaled Koutini, Gerhard Widmer
Advancing Natural-Language Based Audio Retrieval with PaSST and Large Audio-Caption Data Sets. CoRR (2023)
Tobias Morocutti, Florian Schmid, Khaled Koutini, Gerhard Widmer
Device-Robust Acoustic Scene Classification via Impulse Response Augmentation. EUSIPCO (2023)
Khaled Koutini, Shahed Masoudian, Florian Schmid, Hamid Eghbal-zadeh, Jan Schlüter, Gerhard Widmer
Learning General Audio Representations with Large-Scale Training of Patchout Audio Transformers. CoRR (2022)
Florian Schmid, Shahed Masoudian, Khaled Koutini, Gerhard Widmer
Knowledge Distillation from Transformers for Low-Complexity Acoustic Scene Classification. DCASE (2022)
Khaled Koutini, Jan Schlüter, Hamid Eghbal-zadeh, Gerhard Widmer
Efficient Training of Audio Transformers with Patchout. INTERSPEECH (2022)
Florian Schmid, Khaled Koutini, Gerhard Widmer
Efficient Large-scale Audio Tagging via Transformer-to-CNN Knowledge Distillation. CoRR (2022)
Khaled Koutini, Hamid Eghbal-zadeh, Gerhard Widmer
Receptive Field Regularization Techniques for Audio Classification and Tagging With Deep Convolutional Neural Networks. IEEE ACM Trans. Audio Speech Lang. Process. 29 (2021)
Khaled Koutini, Shahed Masoudian, Florian Schmid, Hamid Eghbal-zadeh, Jan Schlüter, Gerhard Widmer
Learning General Audio Representations With Large-Scale Training of Patchout Audio Transformers. HEAR@NeurIPS (2021)
Khaled Koutini, Hamid Eghbal-zadeh, Gerhard Widmer
Receptive Field Regularization Techniques for Audio Classification and Tagging with Deep Convolutional Neural Networks. CoRR (2021)
Khaled Koutini, Hamid Eghbal-zadeh, Florian Henkel, Jan Schlüter, Gerhard Widmer
Over-Parameterization and Generalization in Audio Classification. CoRR (2021)
Khaled Koutini, Jan Schlüter, Hamid Eghbal-zadeh, Gerhard Widmer
Efficient Training of Audio Transformers with Patchout. CoRR (2021)
Hamid Eghbal-zadeh, Khaled Koutini, Paul Primus, Verena Haunschmid, Michal Lewandowski, Werner Zellinger, Bernhard Alois Moser, Gerhard Widmer
On Data Augmentation and Adversarial Risk: An Empirical Analysis. CoRR (2020)
Khaled Koutini, Florian Henkel, Hamid Eghbal-zadeh, Gerhard Widmer
Low-Complexity Models for Acoustic Scene Classification Based on Receptive Field Regularization and Frequency Damping. CoRR (2020)
Khaled Koutini, Hamid Eghbal-Zadeh, Verena Haunschmid, Paul Primus, Shreyan Chowdhury, Gerhard Widmer
Receptive-Field Regularized CNNs for Music Classification and Tagging. CoRR (2020)
Khaled Koutini, Florian Henkel, Hamid Eghbal-Zadeh, Gerhard Widmer
Low-Complexity Models for Acoustic Scene Classification Based on Receptive Field Regularization and Frequency Damping. DCASE (2020)
Khaled Koutini, Shreyan Chowdhury, Verena Haunschmid, Hamid Eghbal-Zadeh, Gerhard Widmer
Emotion and Theme Recognition in Music with Frequency-Aware RF-Regularized CNNs. MediaEval (2019)
Khaled Koutini, Hamid Eghbal-zadeh, Gerhard Widmer
Receptive-Field-Regularized CNN Variants for Acoustic Scene Classification. DCASE (2019)
Paul Primus, Hamid Eghbal-zadeh, David Eitelsebner, Khaled Koutini, Andreas Arzt, Gerhard Widmer
Exploiting Parallel Audio Recordings to Enforce Device Invariance in CNN-based Acoustic Scene Classification. CoRR (2019)
Khaled Koutini, Hamid Eghbal-zadeh, Matthias Dorfer, Gerhard Widmer
The Receptive Field as a Regularizer in Deep Convolutional Neural Networks for Acoustic Scene Classification. EUSIPCO (2019)
Khaled Koutini, Hamid Eghbal-zadeh, Matthias Dorfer, Gerhard Widmer
The Receptive Field as a Regularizer in Deep Convolutional Neural Networks for Acoustic Scene Classification. CoRR (2019)
Khaled Koutini, Shreyan Chowdhury, Verena Haunschmid, Hamid Eghbal-zadeh, Gerhard Widmer
Emotion and Theme Recognition in Music with Frequency-Aware RF-Regularized CNNs. CoRR (2019)
Paul Primus, Hamid Eghbal-zadeh, David Eitelsebner, Khaled Koutini, Andreas Arzt, Gerhard Widmer
Exploiting Parallel Audio Recordings to Enforce Device Invariance in CNN-based Acoustic Scene Classification. DCASE (2019)
Khaled Koutini, Hamid Eghbal-zadeh, Gerhard Widmer
Receptive-field-regularized CNN variants for acoustic scene classification. CoRR (2019)
Hamid Eghbal-zadeh, Lukas Fischer, Niko Popitsch, Florian Kromp, Sabine Taschner-Mandl, Khaled Koutini, Teresa Gerber, Eva Bozsaky, Peter F. Ambros, Inge M. Ambros, Gerhard Widmer, Bernhard Alois Moser
Deep SNP: An End-to-end Deep Neural Network with Attention-based Localization for Break-point Detection in SNP Array Genomic data. CoRR (2018)
Khaled Koutini, Hamid Eghbal-zadeh, Gerhard Widmer
Iterative knowledge distillation in R-CNNs for weakly-labeled semi-supervised sound event detection. DCASE (2018)
Khaled Koutini, Alina Imenina, Matthias Dorfer, Alexander Gruber, Markus Schedl
MediaEval 2017 AcousticBrainz Genre Task: Multilayer Perceptron Approach. MediaEval (2017)