Koutini, Khaled

1. Efficient Large-scale Audio Tagging via Transformer-to-CNN Knowledge Distillation
   2022/11/09 by Florian Schmid, Schmid, Florian, Khaled Koutini +3 · 8 citations
   Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
2. Device-Robust Acoustic Scene Classification via Impulse Response Augmentation
   2023/05/12 by Tobias Morocutti, Florian Schmid, Morocutti, Tobias +5 · 5 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Music Technology and Sound Studies #Music and Audio Processing #Sound (cs.SD) #Speech and Audio Processing #electronic engineering #information engineering
3. Data-Efficient Low-Complexity Acoustic Scene Classification in the DCASE 2024 Challenge
   2024/05/16 by Schmid, Florian, Primus, Paul, Heittola, Toni +4 · 6 citations
   #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #electronic engineering #information engineering
4. The Receptive Field as a Regularizer in Deep Convolutional Neural Networks for Acoustic Scene Classification
   2019/07/03 by Koutini, Khaled, Eghbal-zadeh, Hamid, Dorfer, Matthias +1 · 1 citation
   #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Sound (cs.SD) #electronic engineering #information engineering
5. Receptive-field-regularized CNN variants for acoustic scene\n classification
   2019/09/05 by Khaled Koutini, Koutini, Khaled, Hamid Eghbal-zadeh +3 · 1 citation
   Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
6. Low-Complexity Audio Embedding Extractors
   2023/03/03 by Florian Schmid, Schmid, Florian, Khaled Koutini +3 · 1 citation
   Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
7. Dynamic Convolutional Neural Networks as Efficient Pre-trained Audio Models
   2023/10/24 by Florian Schmid, Schmid, Florian, Khaled Koutini +3 · 1 citation
   Computer Science · #Music and Audio Processing #Speech and Audio Processing #Speech Recognition and Synthesis