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08/09/2023
PAT: Position-Aware Transformer for Dense Multi-Label Action Detection
We present PAT, a transformer-based network that learns complex temporal...
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12/04/2022
Tragic Talkers: A Shakespearean Sound- and Light-Field Dataset for Audio-Visual Machine Learning Research
3D audio-visual production aims to deliver immersive and interactive exp...
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03/07/2022
Visually Supervised Speaker Detection and Localization via Microphone Array
Active speaker detection (ASD) is a multi-modal task that aims to identi...
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05/03/2021
Naturalistic audio-visual volumetric sequences dataset of sounding actions for six degree-of-freedom interaction
As audio-visual systems increasingly bring immersive and interactive cap...
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03/14/2020
Audio-Visual Spatial Aligment Requirements of Central and Peripheral Object Events
Immersive audio-visual perception relies on the spatial integration of b...
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10/04/2019
Modeling the Comb Filter Effect and Interaural Coherence for Binaural Source Separation
Typical methods for binaural source separation consider only the direct ...
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06/14/2019
Single-Channel Signal Separation and Deconvolution with Generative Adversarial Networks
Single-channel signal separation and deconvolution aims to separate and ...
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07/13/2016
Unsupervised Feature Learning Based on Deep Models for Environmental Audio Tagging
Environmental audio tagging aims to predict only the presence or absence...
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06/24/2016