遇见数据集

BIOMEX-DB

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Mendeley Data2021-01-25 更新2026-04-09 收录
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This datasets gathers simultaneously acquired records of EEG and voice signals for 51 Spanish-speaking Latinos , 25 female, aged between 16 and 61 years old ( mean: 29.7 SD: 10.9) , 5 declared left-handed, 3 declared ambidextrous, the rest right-handed. Video feed is also available for 39 users. Users sat in front of a monitor at a distance of approx. 1 m., wearing an Emotiv Epoc headset. Two different session were recorded for each user. For both of them the sequence of events was established as follows: 1) The volunteer is asked to wait for an acoustic signal indicating the recording session start. 2) After the signal is emitted, the user must stay as still as possible, while relaxing with eyes closed for a period of 10 seconds, until the next acoustic signal. 3) Now, with eyes opened, the user must stay relaxed for a second period of 10 seconds. 4) After this, another signal is emitted and a series of non-sequential whole numbers between 0 and 9 is presented on the screen. The user has to pronounce the displayed number. The difference between sessions lies on the length of the numbers series. For the first session, ten digits are presented, whilst for the second one, four digits per chain are presented. 5) After a series is completed, the user is granted a relaxation period of 5 seconds to breath and swallow. 6) The next series is presented 7) steps 4 to 6 are repeated until 10 sequences are completed. Each compressed file in this dataset includes the records for each of the volunteers, organized in three sub-folders: EEG, Video and Voice. EEG folder includes the EDF and CSV for the recorded sessions. For users for which video records are available, the Video folder includes an MP4 file for each of the series, as well as a .MAT file with the time stamps for the events in the file. Voice folders include .WAV files for each digits-series and their respective .LAB files. More extensive information and further details can be obtained by contacting the corresponding author.

本数据集收录了51名讲西班牙语的拉丁裔受试者的同步脑电图(EEG)与语音信号采集记录,其中女性25名,年龄介于16至61岁之间(平均年龄29.7,标准差10.9);5名声明为左利手,3名为双利手,其余均为右利手。另有39名受试者同时提供了视频采集数据。 受试者坐在距离显示器约1米的位置,佩戴Emotiv Epoc头戴式设备。每位受试者需完成两次采集会话,两次会话的事件流程一致,具体步骤如下: 1. 受试者等待声学信号以启动本次采集会话; 2. 信号发出后,受试者需尽可能保持静止,闭眼放松10秒,直至下一次声学信号响起; 3. 睁眼后,受试者需再次保持放松状态10秒; 4. 随后触发另一声学信号,屏幕上将呈现一系列0至9之间的非连续整数,受试者需朗读屏幕上显示的数字。两次会话的差异在于数字序列的长度:首次会话呈现10位独立数字,第二次会话每次呈现4位数字组成的序列; 5. 单组数字序列朗读完成后,受试者将获得5秒的放松时段以进行呼吸与吞咽动作; 6. 随即呈现下一组数字序列; 7. 重复步骤4至6,直至完成10组采集序列。 本数据集的每个压缩包包含每位受试者的全部采集数据,分为三个子文件夹:EEG、Video与Voice。 - EEG文件夹内包含两次采集会话的EDF与CSV格式文件; - 对于提供视频记录的受试者,Video文件夹内包含每组数字序列对应的MP4视频文件,以及记录视频内事件时间戳的.MAT文件; - Voice文件夹内包含每组数字序列对应的.WAV音频文件,以及相应的.LAB标注文件。 如需获取更详尽的信息与进一步细节,可联系本数据集的通讯作者。

创建时间:
2021-01-25
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