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09/21/2023
Frame Pairwise Distance Loss for Weakly-supervised Sound Event Detection
Weakly-supervised learning has emerged as a promising approach to levera...
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09/15/2023
Semi-supervised Sound Event Detection with Local and Global Consistency Regularization
Learning meaningful frame-wise features on a partially labeled dataset i...
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08/23/2023
Audio Generation with Multiple Conditional Diffusion Model
Text-based audio generation models have limitations as they cannot encom...
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10/18/2022
A Hybrid System of Sound Event Detection Transformer and Frame-wise Model for DCASE 2022 Task 4
In this paper, we describe in detail our system for DCASE 2022 Task4. Th...
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11/30/2021
SP-SEDT: Self-supervised Pre-training for Sound Event Detection Transformer
Recently, an event-based end-to-end model (SEDT) has been proposed for s...
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10/12/2021
Couple Learning: Mean Teacher method with pseudo-labels improves semi-supervised deep learning results
The recently proposed Mean Teacher has achieved state-of-the-art results...
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10/05/2021