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08/23/2023
Joint Prediction of Audio Event and Annoyance Rating in an Urban Soundscape by Hierarchical Graph Representation Learning
Sound events in daily life carry rich information about the objective wo...
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10/27/2022
Multi-dimensional Edge-based Audio Event Relational Graph Representation Learning for Acoustic Scene Classification
Most existing deep learning-based acoustic scene classification (ASC) ap...
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10/22/2022
GCT: Gated Contextual Transformer for Sequential Audio Tagging
Audio tagging aims to assign predefined tags to audio clips to indicate ...
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08/03/2022
Audio-visual scene classification via contrastive event-object alignment and semantic-based fusion
Previous works on scene classification are mainly based on audio or visu...
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06/16/2022
Event-related data conditioning for acoustic event classification
Models based on diverse attention mechanisms have recently shined in tas...
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05/01/2022
Relation-guided acoustic scene classification aided with event embeddings
In real life, acoustic scenes and audio events are naturally correlated....
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03/22/2022
CT-SAT: Contextual Transformer for Sequential Audio Tagging
Sequential audio event tagging can provide not only the type information...
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06/21/2021
Attention-based cross-modal fusion for audio-visual voice activity detection in musical video streams
Many previous audio-visual voice-related works focus on speech, ignoring...
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10/27/2020
Rule-embedded network for audio-visual voice activity detection in live musical video streams
Detecting anchor's voice in live musical streams is an important preproc...
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08/11/2020
Transfer Learning for Improving Singing-voice Detection in Polyphonic Instrumental Music
Detecting singing-voice in polyphonic instrumental music is critical to ...
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04/27/2019
Sound Event Detection with Sequentially Labelled Data Based on Connectionist Temporal Classification and Unsupervised Clustering
Sound event detection (SED) methods typically rely on either strongly la...
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11/17/2018
Polyphonic audio tagging with sequentially labelled data using CRNN with learnable gated linear units
Audio tagging aims to detect the types of sound events occurring in an a...
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08/06/2018