Probabilistic Modeling Paradigms for Audio Source Separation [PDF]
, 2010 This is the author's final version of the article, first published as E. Vincent, M. G. Jafari, S. A. Abdallah, M. D. Plumbley, M. E. Davies. Probabilistic Modeling Paradigms for Audio Source Separation. In W.
A. P.Dempster +10 more
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The role of perceived source location in auditory stream segregation: separation affects sound organization, common fate does not [PDF]
, 2013 The human auditory system is capable of grouping sounds originating from different sound sources into coherent auditory streams, a process termed auditory stream segregation. Several cues can influence auditory stream segregation, but the full set of cues
Andreou, Andreas G. +9 more
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IEEE Access, 2021 The degenerate unmixing estimation technique (DUET), enables facile sound source separation through two signal mixtures. However, in numerous practical situations, identifying peaks in DUET histograms is difficult, which in turn prevents effective source
Kuang-Yow Lian, Jia-Hsin Lin
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Statistics of natural reverberation enable perceptual separation of sound and space [PDF]
, 2016 In everyday listening, sound reaches our ears directly from a source as well as indirectly via reflections known as reverberation. Reverberation profoundly distorts the sound from a source, yet humans can both identify sound sources and distinguish ...
McDermott, Joshua H., Traer, James A
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Cortical transformation of spatial processing for solving the cocktail party problem: a computational model(1,2,3). [PDF]
, 2016 In multisource, "cocktail party" sound environments, human and animal auditory systems can use spatial cues to effectively separate and follow one source of sound over competing sources.
Colburn, H. Steven +2 more
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Off-Screen Sound Separation Based on Audio-visual Pre-training Using Binaural Audio
Sensors, 2023 This study proposes a novel off-screen sound separation method based on audio-visual pre-training. In the field of audio-visual analysis, researchers have leveraged visual information for audio manipulation tasks, such as sound source separation ...
Masaki Yoshida +3 more
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Audio-visual object localization and separation using low-rank and sparsity [PDF]
, 2017 The ability to localize visual objects that are associated with an audio source and at the same time seperate the audio signal is a corner stone in several audio-visual signal processing applications.
Panagakis, Yannis +3 more
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Underdetermined Blind Source Separation of Temporomandibular Joint Sounds [PDF]
IEEE Transactions on Biomedical Engineering, 2006 The underdetermined blind source separation problem using a filtering approach is addressed. An extension of the FastICA algorithm is devised which exploits the disparity in the kurtoses of the underlying sources to estimate the mixing matrix and thereafter achieves source recovery by employing the ll-norm algorithm.
Took, CC +3 more
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Source separation in ecoacoustics: a roadmap towards versatile soundscape information retrieval
Remote Sensing in Ecology and Conservation, 2020 A comprehensive assessment of ecosystem dynamics requires the monitoring of biological, physical and social changes. Changes that cannot be observed visually may be trackable acoustically through soundscape analysis. Soundscapes vary greatly depending on
Tzu‐Hao Lin, Yu Tsao
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Sound Shell Model for Acoustic Gravitational Wave Production at a First-Order Phase Transition in the Early Universe [PDF]
, 2018 A model for the acoustic production of gravitational waves at a first-order phase transition is presented. The source of gravitational radiation is the sound waves generated by the explosive growth of bubbles of the stable phase.
Hindmarsh, Mark
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