Literature DB >> 29029039

The Effects of Audiovisual Inputs on Solving the Cocktail Party Problem in the Human Brain: An fMRI Study.

Yuanqing Li1,2, Fangyi Wang1,2, Yongbin Chen1,2, Andrzej Cichocki3,4, Terrence Sejnowski5.   

Abstract

At cocktail parties, our brains often simultaneously receive visual and auditory information. Although the cocktail party problem has been widely investigated under auditory-only settings, the effects of audiovisual inputs have not. This study explored the effects of audiovisual inputs in a simulated cocktail party. In our fMRI experiment, each congruent audiovisual stimulus was a synthesis of 2 facial movie clips, each of which could be classified into 1 of 2 emotion categories (crying and laughing). Visual-only (faces) and auditory-only stimuli (voices) were created by extracting the visual and auditory contents from the synthesized audiovisual stimuli. Subjects were instructed to selectively attend to 1 of the 2 objects contained in each stimulus and to judge its emotion category in the visual-only, auditory-only, and audiovisual conditions. The neural representations of the emotion features were assessed by calculating decoding accuracy and brain pattern-related reproducibility index based on the fMRI data. We compared the audiovisual condition with the visual-only and auditory-only conditions and found that audiovisual inputs enhanced the neural representations of emotion features of the attended objects instead of the unattended objects. This enhancement might partially explain the benefits of audiovisual inputs for the brain to solve the cocktail party problem.

Entities:  

Mesh:

Year:  2018        PMID: 29029039      PMCID: PMC6676955          DOI: 10.1093/cercor/bhx235

Source DB:  PubMed          Journal:  Cereb Cortex        ISSN: 1047-3211            Impact factor:   5.357


  5 in total

1.  Modeling the Repetition-Based Recovering of Acoustic and Visual Sources With Dendritic Neurons.

Authors:  Giorgia Dellaferrera; Toshitake Asabuki; Tomoki Fukai
Journal:  Front Neurosci       Date:  2022-04-28       Impact factor: 5.152

2.  Diagnostic power of resting-state fMRI for detection of network connectivity in Alzheimer's disease and mild cognitive impairment: A systematic review.

Authors:  Buhari Ibrahim; Subapriya Suppiah; Normala Ibrahim; Mazlyfarina Mohamad; Hasyma Abu Hassan; Nisha Syed Nasser; M Iqbal Saripan
Journal:  Hum Brain Mapp       Date:  2021-05-04       Impact factor: 5.038

3.  Attentional Modulation of Hierarchical Speech Representations in a Multitalker Environment.

Authors:  Ibrahim Kiremitçi; Özgür Yilmaz; Emin Çelik; Mo Shahdloo; Alexander G Huth; Tolga Çukur
Journal:  Cereb Cortex       Date:  2021-10-01       Impact factor: 4.861

4.  A Collaborative Brain-Computer Interface Framework for Enhancing Group Detection Performance of Dynamic Visual Targets.

Authors:  Xiyu Song; Ying Zeng; Li Tong; Jun Shu; Qiang Yang; Jian Kou; Minghua Sun; Bin Yan
Journal:  Comput Intell Neurosci       Date:  2022-01-18

5.  An asynchronous artifact-enhanced electroencephalogram based control paradigm assisted by slight facial expression.

Authors:  Zhufeng Lu; Xiaodong Zhang; Hanzhe Li; Teng Zhang; Linxia Gu; Qing Tao
Journal:  Front Neurosci       Date:  2022-08-16       Impact factor: 5.152

  5 in total

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