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Florian Schmid

Effective Pre-Training of Audio Transformers for Sound Event Detection

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Sep 14, 2024
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Estimated Audio-Caption Correspondences Improve Language-Based Audio Retrieval

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Aug 21, 2024
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Improving Query-by-Vocal Imitation with Contrastive Learning and Audio Pretraining

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Aug 21, 2024
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Multi-Iteration Multi-Stage Fine-Tuning of Transformers for Sound Event Detection with Heterogeneous Datasets

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Jul 17, 2024
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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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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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