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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
Audio-free Prompt Tuning for Language-Audio Models
Contrastive Language-Audio Pretraining (CLAP) is pre-trained to associat...
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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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08/22/2023
Furnishing Sound Event Detection with Language Model Abilities
Recently, the ability of language models (LMs) has attracted increasing ...
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07/11/2023
Compact Twice Fusion Network for Edge Detection
The significance of multi-scale features has been gradually recognized b...
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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
Sound Event Detection Transformer: An Event-based End-to-End Model for Sound Event Detection
Sound event detection (SED) has gained increasing attention with its wid...
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11/02/2020
Learning generic feature representation with synthetic data for weakly-supervised sound event detection by inter-frame distance loss
Due to the limitation of strong-labeled sound event detection data set, ...
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07/21/2020
Guided multi-branch learning systems for DCASE 2020 Task 4
In this paper, we describe in detail our systems for DCASE 2020 Task 4. ...
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11/06/2019
An End-to-end Approach for Lexical Stress Detection based on Transformer
The dominant automatic lexical stress detection method is to split the u...
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09/11/2019
Guided Learning Convolution System for DCASE 2019 Task 4
In this paper, we describe in detail the system we submitted to DCASE201...
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06/06/2019
What you need is a more professional teacher
We propose a simple and efficient method to combine semi-supervised lear...
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05/24/2019
Specialized Decision Surface and Disentangled Feature for Weakly-Supervised Polyphonic Sound Event Detection
Sound event detection (SED) is to recognize the presence of sound events...
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05/24/2019