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05/28/2023
CAPTDURE: Captioned Sound Dataset of Single Sources
In conventional studies on environmental sound separation and synthesis ...
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05/13/2023
Description and Discussion on DCASE 2023 Challenge Task 2: First-Shot Unsupervised Anomalous Sound Detection for Machine Condition Monitoring
We present the task description of the Detection and Classification of A...
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04/29/2023
Environmental sound conversion from vocal imitations and sound event labels
One way of expressing an environmental sound is using vocal imitations, ...
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04/25/2023
Foley Sound Synthesis at the DCASE 2023 Challenge
The addition of Foley sound effects during post-production is a common t...
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10/17/2022
Visual onoma-to-wave: environmental sound synthesis from visual onomatopoeias and sound-source images
We propose a method for synthesizing environmental sounds from visually ...
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08/16/2022
How Should We Evaluate Synthesized Environmental Sounds
Although several methods of environmental sound synthesis have been prop...
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07/10/2022
Joint Analysis of Acoustic Scenes and Sound Events with Weakly labeled Data
Considering that acoustic scenes and sound events are closely related to...
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06/21/2022
Joint Analysis of Acoustic Scenes and Sound Events Based on Multitask Learning with Dynamic Weight Adaptation
Acoustic scene classification (ASC) and sound event detection (SED) are ...
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06/13/2022
Description and Discussion on DCASE 2022 Challenge Task 2: Unsupervised Anomalous Sound Detection for Machine Condition Monitoring Applying Domain Generalization Techniques
We present the task description of the Detection and Classification of A...
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04/13/2022
Sound Event Triage: Detecting Sound Events Considering Priority of Classes
We propose a new task for sound event detection (SED): sound event triag...
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04/05/2022
How Information on Acoustic Scenes and Sound Events Mutually Benefits Event Detection and Scene Classification Tasks
Acoustic scene classification (ASC) and sound event detection (SED) are ...
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12/01/2021
Environmental Sound Extraction Using Onomatopoeia
Onomatopoeia, which is a character sequence that phonetically imitates a...
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10/07/2021
Sound Event Detection Guided by Semantic Contexts of Scenes
Some studies have revealed that contexts of scenes (e.g., "home," "offic...
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06/08/2021
Description and Discussion on DCASE 2021 Challenge Task 2: Unsupervised Anomalous Sound Detection for Machine Condition Monitoring under Domain Shifted Conditions
We present the task description and discussion on the results of the DCA...
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05/05/2021
Acoustic Scene Classification Using Multichannel Observation with Partially Missing Channels
Sounds recorded with smartphones or IoT devices often have partially unr...
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02/11/2021
Onoma-to-wave: Environmental sound synthesis from onomatopoeic words
In this paper, we propose a new framework for environmental sound synthe...
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02/10/2021
Sound Event Detection Based on Curriculum Learning Considering Learning Difficulty of Events
In conventional sound event detection (SED) models, two types of events,...
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02/03/2021
Impact of Sound Duration and Inactive Frames on Sound Event Detection Performance
In many methods of sound event detection (SED), a segmented time frame i...
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10/16/2020
Joint Analysis of Sound Events and Acoustic Scenes Using Multitask Learning
Sound event detection (SED) and acoustic scene classification (ASC) are ...
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07/09/2020
RWCP-SSD-Onomatopoeia: Onomatopoeic Word Dataset for Environmental Sound Synthesis
Environmental sound synthesis is a technique for generating a natural en...
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06/27/2020
Sound Event Detection Using Duration Robust Loss Function
Many methods of sound event detection (SED) based on machine learning re...
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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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04/25/2020
Sound Event Detection Utilizing Graph Laplacian Regularization with Event Co-occurrence
A limited number of types of sound event occur in an acoustic scene and ...
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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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01/30/2020
Graph Cepstrum: Spatial Feature Extracted from Partially Connected Microphones
In this paper, we propose an effective and robust method of spatial feat...
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08/27/2019
Overview of Tasks and Investigation of Subjective Evaluation Methods in Environmental Sound Synthesis and Conversion
Synthesizing and converting environmental sounds have the potential for ...
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08/09/2019
ToyADMOS: A Dataset of Miniature-Machine Operating Sounds for Anomalous Sound Detection
This paper introduces a new dataset called "ToyADMOS" designed for anoma...
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04/27/2019
Joint Analysis of Acoustic Event and Scene Based on Multitask Learning
Acoustic event detection and scene classification are major research tas...
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02/02/2019
Sound Event Detection Using Graph Laplacian Regularization Based on Event Co-occurrence
The types of sound events that occur in a situation are limited, and som...
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11/09/2018
Joint Acoustic and Class Inference for Weakly Supervised Sound Event Detection
Sound event detection is a challenging task, especially for scenes with ...
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05/30/2018