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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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07/21/2021
Conditional Sound Generation Using Neural Discrete Time-Frequency Representation Learning
Deep generative models have recently achieved impressive performance in ...
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02/09/2021
Enhancing Audio Augmentation Methods with Consistency Learning
Data augmentation is an inexpensive way to increase training data divers...
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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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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
Cross-task learning for audio tagging, sound event detection and spatial localization: DCASE 2019 baseline systems
The Detection and Classification of Acoustic Scenes and Events (DCASE) 2...
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03/02/2019
Weakly Labelled AudioSet Tagging with Attention Neural Networks
Audio tagging is the task of predicting the presence or absence of sound...
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03/02/2019
Weakly labelled AudioSet Classification with Attention Neural Networks
Audio tagging is the task of predicting the presence or absence of sound...
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08/02/2018
DCASE 2018 Challenge Surrey Cross-Task convolutional neural network baseline
The Detection and Classification of Acoustic Scenes and Events (DCASE) c...
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08/02/2018
DCASE 2018 Challenge baseline with convolutional neural networks
The Detection and Classification of Acoustic Scenes and Events (DCASE) i...
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06/12/2018
Capsule Routing for Sound Event Detection
The detection of acoustic scenes is a challenging problem in which envir...
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02/01/2018