论文标题

在脑电图时间轴数据上,复杂和声中的周期性音调检测

Periodicity Pitch Detection in Complex Harmonies on EEG Timeline Data

论文作者

Heinze, Maria, Hausfeld, Lars, Goebel, Rainer, Stolzenburg, Frieder

论文摘要

在耳朵和大脑的听力过程中,声音刺激,例如音乐和谐,以高度非线性的方式转换。我们通过比较使用频率以下响应(FFR)比较输入刺激及其响应频谱的频谱及其响应频谱的研究。 使用脑电图(EEG),我们通过分析FFR来研究在听觉脑干中是否添加了复杂和声的周期性音高(与其缺失的基本原理相关)。尽管其他实验集中于少校和小三合会和二元组等常见的音乐和声,但我们也考虑了悬挂的和弦。悬浮的和弦会导致共同三合会的张力,因此在三合会中发挥了特殊作用。 在观看静音自然纪录片时,参与者会听到合成的经典钢琴三合会和单调的刺激时间为300ms和100ms的刺激间隔。我们获得了64个电极的EEG数据,采样率为5kHz,以获取足够详细的对人脑感知过程的分辨率。 在EEG响应上应用快速的傅立叶变换(FFT),从刺激发作后50ms开始,对频谱的评估表明,事先计算出的周期性音高频率+/- 3Hz以某种精度出现。但是,抖动在这里是一个问题。请注意,所寻求的周期性音高频率在刺激的频谱中不存在。

An acoustic stimulus, e.g., a musical harmony, is transformed in a highly non-linear way during the hearing process in ear and brain. We study this by comparing the frequency spectrum of an input stimulus and its response spectrum in the auditory processing stream using the frequency following response (FFR). Using electroencephalography (EEG), we investigate whether the periodicity pitches of complex harmonies (which are related to their missing fundamentals) are added in the auditory brainstem by analyzing the FFR. While other experiments focus on common musical harmonies like the major and the minor triad and dyads, we also consider the suspended chord. The suspended chord causes tension foreign to the common triads and therefore holds a special role among the triads. While watching a muted nature documentary, the participants hear synthesized classic piano triads and single tones with a duration of 300ms for the stimulus and 100ms interstimulus interval. We acquired EEG data of 64 electrodes with a sampling rate of 5kHz to get a detailed enough resolution of the perception process in the human brain. Applying a fast Fourier transformation (FFT) on the EEG response, starting 50ms after stimulus onset, the evaluation of the frequency spectra shows that the periodicity pitch frequencies calculated beforehand +/-3Hz occur with some accuracy. However, jitter turned out as a problem here. Note that the sought-for periodicity pitch frequencies do not physically exist in the frequency spectra of the stimuli.

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