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Liang Y, Liu B, Li X, Wang P, Wang B. Revealing the differences of the representations of sounds from different directions in the human brain using functional connectivity. Neurosci Lett 2020; 718:134746. [PMID: 31923522 DOI: 10.1016/j.neulet.2020.134746] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2019] [Revised: 01/03/2020] [Accepted: 01/06/2020] [Indexed: 11/24/2022]
Abstract
Many studies have focused on the processing mechanism of sound directions in the human brain, however, as far as we know, it remains unclear whether the representations of sounds from different directions are different. In the present study, 28 subjects were scanned while listening to sounds from different directions. We used the whole-brain functional connectivity (FC) analysis to explore which brain regions had significant changes. Our results revealed that sounds from different directions affected the FC in the widely distributed regions. Importantly, all regions showed significant differences in FC between the central and eccentric directions, while few regions showed a difference between the left and right directions. These findings revealed the differences in the representations of sounds from different directions.
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Affiliation(s)
- Yaping Liang
- School of Computer and Communication Engineering, University of Science and Technology Beijing, Beijing, 100083, PR China; College of Intelligence and Computing, Tianjin University, Tianjin, 300350, PR China
| | - Baolin Liu
- School of Computer and Communication Engineering, University of Science and Technology Beijing, Beijing, 100083, PR China.
| | - Xianglin Li
- Medical Imaging Research Institute, Binzhou Medical University, Yantai, Shandong, 264003, PR China
| | - Peiyuan Wang
- Department of Radiology, Yantai Affiliated Hospital of Binzhou Medical University, Yantai, Shandong, 264003, PR China
| | - Bin Wang
- Medical Imaging Research Institute, Binzhou Medical University, Yantai, Shandong, 264003, PR China
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Bednar A, Lalor EC. Where is the cocktail party? Decoding locations of attended and unattended moving sound sources using EEG. Neuroimage 2019; 205:116283. [PMID: 31629828 DOI: 10.1016/j.neuroimage.2019.116283] [Citation(s) in RCA: 23] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2019] [Revised: 10/08/2019] [Accepted: 10/14/2019] [Indexed: 11/18/2022] Open
Abstract
Recently, we showed that in a simple acoustic scene with one sound source, auditory cortex tracks the time-varying location of a continuously moving sound. Specifically, we found that both the delta phase and alpha power of the electroencephalogram (EEG) can be used to reconstruct the sound source azimuth. However, in natural settings, we are often presented with a mixture of multiple competing sounds and so we must focus our attention on the relevant source in order to segregate it from the competing sources e.g. 'cocktail party effect'. While many studies have examined this phenomenon in the context of sound envelope tracking by the cortex, it is unclear how we process and utilize spatial information in complex acoustic scenes with multiple sound sources. To test this, we created an experiment where subjects listened to two concurrent sound stimuli that were moving within the horizontal plane over headphones while we recorded their EEG. Participants were tasked with paying attention to one of the two presented stimuli. The data were analyzed by deriving linear mappings, temporal response functions (TRF), between EEG data and attended as well unattended sound source trajectories. Next, we used these TRFs to reconstruct both trajectories from previously unseen EEG data. In a first experiment we used noise stimuli and included the task involved spatially localizing embedded targets. Then, in a second experiment, we employed speech stimuli and a non-spatial speech comprehension task. Results showed the trajectory of an attended sound source can be reliably reconstructed from both delta phase and alpha power of EEG even in the presence of distracting stimuli. Moreover, the reconstruction was robust to task and stimulus type. The cortical representation of the unattended source position was below detection level for the noise stimuli, but we observed weak tracking of the unattended source location for the speech stimuli by the delta phase of EEG. In addition, we demonstrated that the trajectory reconstruction method can in principle be used to decode selective attention on a single-trial basis, however, its performance was inferior to envelope-based decoders. These results suggest a possible dissociation of delta phase and alpha power of EEG in the context of sound trajectory tracking. Moreover, the demonstrated ability to localize and determine the attended speaker in complex acoustic environments is particularly relevant for cognitively controlled hearing devices.
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Affiliation(s)
- Adam Bednar
- School of Engineering, Trinity College Dublin, Dublin, Ireland; Trinity Center for Bioengineering, Trinity College Dublin, Dublin, Ireland.
| | - Edmund C Lalor
- School of Engineering, Trinity College Dublin, Dublin, Ireland; Trinity Center for Bioengineering, Trinity College Dublin, Dublin, Ireland; Department of Biomedical Engineering, Department of Neuroscience, University of Rochester, Rochester, NY, USA.
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Hanenberg C, Getzmann S, Lewald J. Transcranial direct current stimulation of posterior temporal cortex modulates electrophysiological correlates of auditory selective spatial attention in posterior parietal cortex. Neuropsychologia 2019; 131:160-170. [PMID: 31145907 DOI: 10.1016/j.neuropsychologia.2019.05.023] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2018] [Revised: 05/03/2019] [Accepted: 05/25/2019] [Indexed: 01/12/2023]
Abstract
Speech perception in "cocktail-party" situations, in which a sound source of interest has to be extracted out of multiple irrelevant sounds, poses a remarkable challenge to the human auditory system. Studies on structural and electrophysiological correlates of auditory selective spatial attention revealed critical roles of the posterior temporal cortex and the N2 event-related potential (ERP) component in the underlying processes. Here, we explored effects of transcranial direct current stimulation (tDCS) to posterior temporal cortex on neurophysiological correlates of auditory selective spatial attention, with a specific focus on the N2. In a single-blind, sham-controlled crossover design with baseline and follow-up measurements, monopolar anodal and cathodal tDCS was applied for 16 min to the right posterior superior temporal cortex. Two age groups of human subjects, a younger (n = 20; age 18-30 yrs) and an older group (n = 19; age 66-77 yrs), completed an auditory free-field multiple-speakers localization task while ERPs were recorded. The ERP data showed an offline effect of anodal, but not cathodal, tDCS immediately after DC offset for targets contralateral, but not ipsilateral, to the hemisphere of tDCS, without differences between groups. This effect mainly consisted in a substantial increase of the N2 amplitude by 0.9 μV (SE 0.4 μV; d = 0.40) compared with sham tDCS. At the same point in time, cortical source localization revealed a reduction of activity in ipsilateral (right) posterior parietal cortex. Also, localization error was improved after anodal, but not cathodal, tDCS. Given that both the N2 and the posterior parietal cortex are involved in processes of auditory selective spatial attention, these results suggest that anodal tDCS specifically enhanced inhibitory attentional brain processes underlying the focusing onto a target sound source, possibly by improved suppression of irrelevant distracters.
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Affiliation(s)
- Christina Hanenberg
- Ruhr University Bochum, Faculty of Psychology, D-44780, Bochum, Germany; Leibniz Research Centre for Working Environment and Human Factors, D-44139, Dortmund, Germany
| | - Stephan Getzmann
- Leibniz Research Centre for Working Environment and Human Factors, D-44139, Dortmund, Germany
| | - Jörg Lewald
- Ruhr University Bochum, Faculty of Psychology, D-44780, Bochum, Germany.
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Bihemispheric anodal transcranial direct-current stimulation over temporal cortex enhances auditory selective spatial attention. Exp Brain Res 2019; 237:1539-1549. [PMID: 30927041 DOI: 10.1007/s00221-019-05525-y] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2019] [Accepted: 03/20/2019] [Indexed: 10/27/2022]
Abstract
The capacity to selectively focus on a particular speaker of interest in a complex acoustic environment with multiple persons speaking simultaneously-a so-called "cocktail-party" situation-is of decisive importance for human verbal communication. Here, the efficacy of single-dose transcranial direct-current stimulation (tDCS) in improving this ability was tested in young healthy adults (n = 24), using a spatial task that required the localization of a target word in a simulated "cocktail-party" situation. In a sham-controlled crossover design, offline bihemispheric double-monopolar anodal tDCS was applied for 30 min at 1 mA over auditory regions of temporal lobe, and the participant's performance was assessed prior to tDCS, immediately after tDCS, and 1 h after tDCS. A significant increase in the amount of correct localizations by on average 3.7 percentage points (d = 1.04) was found after active, relative to sham, tDCS, with only insignificant reduction of the effect within 1 h after tDCS offset. Thus, the method of bihemispheric tDCS could be a promising tool for enhancement of human auditory attentional functions that are relevant for spatial orientation and communication in everyday life.
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Activity in Human Auditory Cortex Represents Spatial Separation Between Concurrent Sounds. J Neurosci 2018; 38:4977-4984. [PMID: 29712782 DOI: 10.1523/jneurosci.3323-17.2018] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2017] [Revised: 03/05/2018] [Accepted: 03/09/2018] [Indexed: 11/21/2022] Open
Abstract
The primary and posterior auditory cortex (AC) are known for their sensitivity to spatial information, but how this information is processed is not yet understood. AC that is sensitive to spatial manipulations is also modulated by the number of auditory streams present in a scene (Smith et al., 2010), suggesting that spatial and nonspatial cues are integrated for stream segregation. We reasoned that, if this is the case, then it is the distance between sounds rather than their absolute positions that is essential. To test this hypothesis, we measured human brain activity in response to spatially separated concurrent sounds with fMRI at 7 tesla in five men and five women. Stimuli were spatialized amplitude-modulated broadband noises recorded for each participant via in-ear microphones before scanning. Using a linear support vector machine classifier, we investigated whether sound location and/or location plus spatial separation between sounds could be decoded from the activity in Heschl's gyrus and the planum temporale. The classifier was successful only when comparing patterns associated with the conditions that had the largest difference in perceptual spatial separation. Our pattern of results suggests that the representation of spatial separation is not merely the combination of single locations, but rather is an independent feature of the auditory scene.SIGNIFICANCE STATEMENT Often, when we think of auditory spatial information, we think of where sounds are coming from-that is, the process of localization. However, this information can also be used in scene analysis, the process of grouping and segregating features of a soundwave into objects. Essentially, when sounds are further apart, they are more likely to be segregated into separate streams. Here, we provide evidence that activity in the human auditory cortex represents the spatial separation between sounds rather than their absolute locations, indicating that scene analysis and localization processes may be independent.
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The Encoding of Sound Source Elevation in the Human Auditory Cortex. J Neurosci 2018; 38:3252-3264. [PMID: 29507148 DOI: 10.1523/jneurosci.2530-17.2018] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2017] [Revised: 02/11/2018] [Accepted: 02/14/2018] [Indexed: 11/21/2022] Open
Abstract
Spatial hearing is a crucial capacity of the auditory system. While the encoding of horizontal sound direction has been extensively studied, very little is known about the representation of vertical sound direction in the auditory cortex. Using high-resolution fMRI, we measured voxelwise sound elevation tuning curves in human auditory cortex and show that sound elevation is represented by broad tuning functions preferring lower elevations as well as secondary narrow tuning functions preferring individual elevation directions. We changed the ear shape of participants (male and female) with silicone molds for several days. This manipulation reduced or abolished the ability to discriminate sound elevation and flattened cortical tuning curves. Tuning curves recovered their original shape as participants adapted to the modified ears and regained elevation perception over time. These findings suggest that the elevation tuning observed in low-level auditory cortex did not arise from the physical features of the stimuli but is contingent on experience with spectral cues and covaries with the change in perception. One explanation for this observation may be that the tuning in low-level auditory cortex underlies the subjective perception of sound elevation.SIGNIFICANCE STATEMENT This study addresses two fundamental questions about the brain representation of sensory stimuli: how the vertical spatial axis of auditory space is represented in the auditory cortex and whether low-level sensory cortex represents physical stimulus features or subjective perceptual attributes. Using high-resolution fMRI, we show that vertical sound direction is represented by broad tuning functions preferring lower elevations as well as secondary narrow tuning functions preferring individual elevation directions. In addition, we demonstrate that the shape of these tuning functions is contingent on experience with spectral cues and covaries with the change in perception, which may indicate that the tuning functions in low-level auditory cortex underlie the perceived elevation of a sound source.
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Zhang Q, Hu X, Luo H, Li J, Zhang X, Zhang B. Deciphering phonemes from syllables in blood oxygenation level-dependent signals in human superior temporal gyrus. Eur J Neurosci 2016; 43:773-81. [DOI: 10.1111/ejn.13164] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2015] [Revised: 01/06/2016] [Accepted: 01/06/2016] [Indexed: 11/30/2022]
Affiliation(s)
- Qingtian Zhang
- Tsinghua National Laboratory for Information Science and Technology (TNList); Department of Computer Science and Technology; Tsinghua University; Room 4-504, FIT Building Beijing 100084 China
| | - Xiaolin Hu
- Tsinghua National Laboratory for Information Science and Technology (TNList); Department of Computer Science and Technology; Tsinghua University; Room 4-504, FIT Building Beijing 100084 China
- Center for Brain-Inspired Computing Research (CBICR); Tsinghua University; Beijing China
| | - Huan Luo
- Department of Psychology; Peking University; Beijing China
- IDG/McGovern Institute for Brain Research; Peking University; Beijing China
| | - Jianmin Li
- Tsinghua National Laboratory for Information Science and Technology (TNList); Department of Computer Science and Technology; Tsinghua University; Room 4-504, FIT Building Beijing 100084 China
| | - Xiaolu Zhang
- Tsinghua National Laboratory for Information Science and Technology (TNList); Department of Computer Science and Technology; Tsinghua University; Room 4-504, FIT Building Beijing 100084 China
| | - Bo Zhang
- Tsinghua National Laboratory for Information Science and Technology (TNList); Department of Computer Science and Technology; Tsinghua University; Room 4-504, FIT Building Beijing 100084 China
- Center for Brain-Inspired Computing Research (CBICR); Tsinghua University; Beijing China
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Lewald J. Modulation of human auditory spatial scene analysis by transcranial direct current stimulation. Neuropsychologia 2016; 84:282-93. [PMID: 26825012 DOI: 10.1016/j.neuropsychologia.2016.01.030] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2015] [Revised: 01/24/2016] [Accepted: 01/25/2016] [Indexed: 10/22/2022]
Abstract
Localizing and selectively attending to the source of a sound of interest in a complex auditory environment is an important capacity of the human auditory system. The underlying neural mechanisms have, however, still not been clarified in detail. This issue was addressed by using bilateral bipolar-balanced transcranial direct current stimulation (tDCS) in combination with a task demanding free-field sound localization in the presence of multiple sound sources, thus providing a realistic simulation of the so-called "cocktail-party" situation. With left-anode/right-cathode, but not with right-anode/left-cathode, montage of bilateral electrodes, tDCS over superior temporal gyrus, including planum temporale and auditory cortices, was found to improve the accuracy of target localization in left hemispace. No effects were found for tDCS over inferior parietal lobule or with off-target active stimulation over somatosensory-motor cortex that was used to control for non-specific effects. Also, the absolute error in localization remained unaffected by tDCS, thus suggesting that general response precision was not modulated by brain polarization. This finding can be explained in the framework of a model assuming that brain polarization modulated the suppression of irrelevant sound sources, thus resulting in more effective spatial separation of the target from the interfering sound in the complex auditory scene.
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Affiliation(s)
- Jörg Lewald
- Auditory Cognitive Neuroscience Laboratory, Department of Cognitive Psychology, Ruhr University Bochum, D-44780 Bochum, Germany; Leibniz Research Centre for Working Environment and Human Factors, Ardeystraße 67, D-44139 Dortmund, Germany.
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