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03/01/2023
First-shot anomaly sound detection for machine condition monitoring: A domain generalization baseline
This paper provides a baseline system for First-shot-compliant unsupervi...
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02/18/2022
Multi-view and Multi-modal Event Detection Utilizing Transformer-based Multi-sensor fusion
We tackle a challenging task: multi-view and multi-modal event detection...
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02/18/2022
Echo-aware Adaptation of Sound Event Localization and Detection in Unknown Environments
Our goal is to develop a sound event localization and detection (SELD) s...
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02/17/2022
Wearable SELD dataset: Dataset for sound event localization and detection using wearable devices around head
Sound event localization and detection (SELD) is a combined task of iden...
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02/16/2022
APPLADE: Adjustable Plug-and-play Audio Declipper Combining DNN with Sparse Optimization
In this paper, we propose an audio declipping method that takes advantag...
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12/14/2020
Audio Captioning using Pre-Trained Large-Scale Language Model Guided by Audio-based Similar Caption Retrieval
The goal of audio captioning is to translate input audio into its descri...
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07/01/2020
A Transformer-based Audio Captioning Model with Keyword Estimation
One of the problems with automated audio captioning (AAC) is the indeter...
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06/10/2020
Description and Discussion on DCASE2020 Challenge Task2: Unsupervised Anomalous Sound Detection for Machine Condition Monitoring
This paper presents the details of the DCASE 2020 Challenge Task 2; Unsu...
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02/14/2020
Sound Event Localization based on Sound Intensity Vector Refined By DNN-Based Denoising and Source Separation
We propose a direction-of-arrival (DOA) estimation method for Sound Even...
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02/14/2020
Sound Event Detection by Multitask Learning of Sound Events and Scenes with Soft Scene Labels
Sound event detection (SED) and acoustic scene classification (ASC) are ...
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10/10/2019
DOA Estimation by DNN-based Denoising and Dereverberation from Sound Intensity Vector
We propose a direction of arrival (DOA) estimation method that combines ...
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10/10/2019