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Khaled Koutini

Data-Efficient Low-Complexity Acoustic Scene Classification in the DCASE 2024 Challenge

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May 16, 2024
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Dynamic Convolutional Neural Networks as Efficient Pre-trained Audio Models

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Oct 24, 2023
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Advancing Natural-Language Based Audio Retrieval with PaSST and Large Audio-Caption Data Sets

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Aug 08, 2023
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Domain Information Control at Inference Time for Acoustic Scene Classification

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Jun 13, 2023
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Device-Robust Acoustic Scene Classification via Impulse Response Augmentation

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May 12, 2023
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Low-Complexity Audio Embedding Extractors

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Mar 03, 2023
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Learning General Audio Representations with Large-Scale Training of Patchout Audio Transformers

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Nov 25, 2022
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Efficient Large-scale Audio Tagging via Transformer-to-CNN Knowledge Distillation

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Nov 09, 2022
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Efficient Training of Audio Transformers with Patchout

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Oct 29, 2021
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Over-Parameterization and Generalization in Audio Classification

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Jul 19, 2021
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