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08/17/2023
META-SELD: Meta-Learning for Fast Adaptation to the new environment in Sound Event Localization and Detection
For learning-based sound event localization and detection (SELD) methods...
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10/22/2022
Neural Sound Field Decomposition with Super-resolution of Sound Direction
Sound field decomposition predicts waveforms in arbitrary directions usi...
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09/05/2022
Sound Event Localization and Detection for Real Spatial Sound Scenes: Event-Independent Network and Data Augmentation Chains
Sound event localization and detection (SELD) is a joint task of sound e...
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03/19/2022
A Track-Wise Ensemble Event Independent Network for Polyphonic Sound Event Localization and Detection
Polyphonic sound event localization and detection (SELD) aims at detecti...
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09/19/2021
ARCA23K: An audio dataset for investigating open-set label noise
The availability of audio data on sound sharing platforms such as Freeso...
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09/12/2021
Decoupling Magnitude and Phase Estimation with Deep ResUNet for Music Source Separation
Deep neural network based methods have been successfully applied to musi...
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10/25/2020
An Improved Event-Independent Network for Polyphonic Sound Event Localization and Detection
Polyphonic sound event localization and detection (SELD), which jointly ...
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09/30/2020
Event-Independent Network for Polyphonic Sound Event Localization and Detection
Polyphonic sound event localization and detection is not only detecting ...
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02/11/2020
Learning with Out-of-Distribution Data for Audio Classification
In supervised machine learning, the assumption that training data is lab...
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02/06/2020
Source separation with weakly labelled data: An approach to computational auditory scene analysis
Source separation is the task to separate an audio recording into indivi...
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12/21/2019
PANNs: Large-Scale Pretrained Audio Neural Networks for Audio Pattern Recognition
Audio pattern recognition is an important research topic in the machine ...
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05/01/2019
Polyphonic Sound Event Detection and Localization using a Two-Stage Strategy
Sound event detection (SED) and localization refer to recognizing sound ...
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04/11/2019
Cross-task learning for audio tagging, sound event detection spatial localization: DCASE 2019 baseline systems
The Detection and Classification of Acoustic Scenes and Events (DCASE) 2...
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04/06/2019
