Khaled Koutini

Publications by Year

Research Areas

Music and Audio Processing, Speech and Audio Processing, Speech Recognition and Synthesis, Music Technology and Sound Studies, Genomics and Phylogenetic Studies

Most-Cited Works

• → Efficient Training of Audio Transformers with Patchout(2022)176 cited
• → Receptive Field Regularization Techniques for Audio Classification and Tagging With Deep Convolutional Neural Networks(2021)46 cited
• → Efficient Large-Scale Audio Tagging Via Transformer-to-CNN Knowledge Distillation(2023)46 cited
• → Dynamic Convolutional Neural Networks as Efficient Pre-Trained Audio Models(2024)26 cited
• → Device-Robust Acoustic Scene Classification via Impulse Response Augmentation(2023)14 cited
• → Rethinking data augmentation for adversarial robustness(2023)13 cited
• Acoustic Scene Classification with Reject Option Based on Resnets(2019)
• Emotion and Theme Recognition in Music with Frequency-Aware RF-Regularized CNNs(2019)
• → Low-Complexity Models for Acoustic Scene Classification Based on Receptive Field Regularization and Frequency Damping(2020)8 cited
• → The Receptive Field as a Regularizer in Deep Convolutional Neural Networks for Acoustic Scene Classification(2019)7 cited