Kelly Jakubowski

Absolute memory for pitch: A comparative replication of Levitin’s 1994 study in six European labs

In a widely cited study, Levitin (1994) suggested the existence of absolute pitch memory for music in the general population beyond the rare trait of genuine absolute pitch (AP). In his sample, a significant proportion of non-AP possessors were able to reproduce absolute pitch levels when asked to sing very familiar pop songs from memory. Forty-four percent of participants sang the correct pitch on at least one of two trials, and 12% were correct on both trials. However, until now, no replication of this study has ever been published. The current paper presents the results of a large replication endeavour across six different labs in Germany and the UK. All labs used the same methodology, carefully replicating Levitin’s original experiment. In each lab, between 40 and 50 participants were tested (N = 277). Participants were asked to sing two different pop songs of their choice. All sung productions were compared to the original songs. Twenty-five percent of the participants sang the exact pitch of at least one of the two chosen songs and 4% hit the right pitches for both songs. Our results generally confirm the findings of Levitin (1994). However, the results differ considerably across laboratories, and the estimated overall effect using meta-analysis techniques was significantly smaller than Levitin’s original result. This illustrates the variability of empirical findings derived from small sample sizes and corroborates the need for replication and meta-analytical studies in music psychology in general.

Sticky tunes: how do people react to involuntary musical imagery?

The vast majority of people experience involuntary musical imagery (INMI) or ‘earworms’; perceptions of spontaneous, repetitive musical sound in the absence of an external source. The majority of INMI episodes are not bothersome, while some cause disruption ranging from distraction to anxiety and distress. To date, little is known about how the majority of people react to INMI, in particular whether evaluation of the experience impacts on chosen response behaviours or if attempts at controlling INMI are successful or not. The present study classified 1046 reports of how people react to INMI episodes. Two laboratories in Finland and the UK conducted an identical qualitative analysis protocol on reports of INMI reactions and derived visual descriptive models of the outcomes using grounded theory techniques. Combined analysis carried out across the two studies confirmed that many INMI episodes were considered neutral or pleasant, with passive acceptance and enjoyment being among the most popular response behaviours. A significant number of people, however, reported on attempts to cope with unwanted INMI. The most popular and effective behaviours in response to INMI were seeking out the tune in question, and musical or verbal distraction. The outcomes of this study contribute to our understanding of the aetiology of INMI, in particular within the framework of memory theory, and present testable hypotheses for future research on successful INMI coping strategies.

Tunes stuck in your brain : the frequency and affective evaluation of involuntary musical imagery correlate with cortical structure.

Recent years have seen a growing interest in the neuroscience of spontaneous cognition. One form of such cognition is involuntary musical imagery (INMI), the non-pathological and everyday experience of having music in ones head, in the absence of an external stimulus. In this study, aspects of INMI, including frequency and affective evaluation, were measured by self-report in 44 subjects and related to variation in brain structure in these individuals. Frequency of INMI was related to cortical thickness in regions of right frontal and temporal cortices as well as the anterior cingulate and left angular gyrus. Affective aspects of INMI, namely the extent to which subjects wished to suppress INMI or considered them helpful, were related to gray matter volume in right temporopolar and parahippocampal cortices respectively. These results provide the first evidence that INMI is a common internal experience recruiting brain networks involved in perception, emotions, memory and spontaneous thoughts.

Probing imagined tempo for music: Effects of motor engagement and musical experience

Both musically trained and untrained adults can reproduce the tempo of familiar music with high precision. However, conflicting evidence exists as to how well representations of tempo are preserved within musical imagery. The present study investigated whether previous conflicting evidence might result from the use of different tasks to measure imagined tempo. Tempo judgments for familiar music were collected in a repeated-measures design using two imagined music tasks and one perceived music task. In one imagined music task participants tapped in time to the beat of the imagined music (Imagery (motor) task), while in the other they did not move in time with the music and instead adjusted a click track to the beat (Imagery (non-motor) task). Overall, performance was most accurate on the perceived music task, in which all musical cues were present. Performance on the Imagery (motor) task was also significantly more accurate than performance on the Imagery (non-motor) task. Training and active engagement with music positively predicted imagery task performance, whereas perceived music task performance was influenced by properties related to the song stimuli, such as familiarity and the original, recorded tempo. Results are discussed in relation to previous literature on auditory–motor interactions and musical expertise.

Replication in music psychology

In this article, we address the current state and general role of replication in empirical sciences in general and music psychology in particular. We argue that replication should be an integral part of the quality management of science because it helps to improve and maintain the general benefit of empirical sciences by enhancing the confidence in scientific phenomena and theories. Replicating empirical experiments has two major benefits: (1) It increases the sheer number of observations and (2) it provides independent evidence which works as a safety net against methodological fallacies, causally influential but unknown (i.e., random) factors, researcher degrees of freedom, and outright fraud. Furthermore, we argue that for low-gain/low-cost sciences such as music psychology, measures to ensure quality standards, in particular the amount of replication experiments conducted, can be expected to be lower than in high gain/high cost sciences. These lower expectations stem from the general acknowledgments that in low-gain/low-cost sciences (1) research resources are normally scarce and (2) the consequences of inadequate theories are relatively harmless. We argue that the view of music psychology as a low-cost/low-gain science can explain the striking lack of replication studies and meta-analyses. We also discuss possible counter-measures to enhance the reliability of music-psychological knowledge.

Extracting coarse body movements from video in music performance : a comparison of automated computer vision techniques with motion capture data.

The measurement and tracking of body movement within musical performances can provide valuable sources of data for studying interpersonal interaction and coordination between musicians. The continued development of tools to extract such data from video recordings will offer new opportunities to research musical movement across a diverse range of settings, including field research and other ecological contexts in which the implementation of complex motion capture systems is not feasible or affordable. Such work might also make use of the multitude of video recordings of musical performances that are already available to researchers. The present study made use of such existing data, specifically, three video datasets of ensemble performances from different genres, settings, and instrumentation (a pop piano duo, three jazz duos, and a string quartet). Three different computer vision techniques were applied to these video datasets—frame differencing, optical flow, and kernelized correlation filters (KCF)—with the aim of quantifying and tracking movements of the individual performers. All three computer vision techniques exhibited high correlations with motion capture data collected from the same musical performances, with median correlation (Pearson’s r) values of .75 to .94. The techniques that track movement in two dimensions (optical flow and KCF) provided more accurate measures of movement than a technique that provides a single estimate of overall movement change by frame for each performer (frame differencing). Measurements of performer’s movements were also more accurate when the computer vision techniques were applied to more narrowly-defined regions of interest (head) than when the same techniques were applied to larger regions (entire upper body, above the chest or waist). Some differences in movement tracking accuracy emerged between the three video datasets, which may have been due to instrument-specific motions that resulted in occlusions of the body part of interest (e.g. a violinist’s right hand occluding the head whilst tracking head movement). These results indicate that computer vision techniques can be effective in quantifying body movement from videos of musical performances, while also highlighting constraints that must be dealt with when applying such techniques in ensemble coordination research.

The effect of exercise-induced arousal on chosen tempi for familiar melodies

Many previous studies have shown that arousal affects time perception, suggesting a direct influence of arousal on the speed of the pacemaker of the internal clock. However, it is unknown whether arousal influences the mental representation of tempo (speed) for highly familiar and complex stimuli, such as well-known melodies, that have long-term representations in memory. Previous research suggests that mental representations of the tempo of familiar melodies are stable over time; the aim of the present study was to investigate whether these representations can be systematically altered via an increase in physiological arousal. Participants adjusted the tempo of 14 familiar melodies in real time until they found a tempo that matched their internal representation of the appropriate tempo for that piece. The task was carried out before and after a physiologically arousing (exercise) or nonarousing (anagrams) manipulation. Participants completed this task both while hearing the melodies aloud and while imagining them. Chosen tempi increased significantly following exercise-induced arousal, regardless of whether a melody was heard aloud or imagined. These findings suggest that a change in internal clock speed affects temporal judgments even for highly familiar and complex stimuli such as music.

The speed of our mental soundtracks: Tracking the tempo of involuntary musical imagery in everyday life

The study of spontaneous and everyday cognitions is an area of rapidly growing interest. One of the most ubiquitous forms of spontaneous cognition is involuntary musical imagery (INMI), the involuntarily retrieved and repetitive mental replay of music. The present study introduced a novel method for capturing temporal features of INMI within a naturalistic setting. This method allowed for the investigation of two questions of interest to INMI researchers in a more objective way than previously possible, concerning (1) the precision of memory representations within INMI and (2) the interactions between INMI and concurrent affective state. Over the course of 4 days, INMI tempo was measured by asking participants to tap to the beat of their INMI with a wrist-worn accelerometer. Participants documented additional details regarding their INMI in a diary. Overall, the tempo of music within INMI was recalled from long-term memory in a highly veridical form, although with a regression to the mean for recalled tempo that parallels previous findings on voluntary musical imagery. A significant positive relationship was found between INMI tempo and subjective arousal, suggesting that INMI interacts with concurrent mood in a similar manner to perceived music. The results suggest several parallels between INMI and voluntary imagery, music perceptual processes, and other types of involuntary memories.

A developmental study of latent absolute pitch memory

The ability to recall the absolute pitch level of familiar music (latent absolute pitch memory) is widespread in adults, in contrast to the rare ability to label single pitches without a reference tone (overt absolute pitch memory). The present research investigated the developmental profile of latent absolute pitch (AP) memory and explored individual differences related to this ability. In two experiments, 288 children from 4 to12 years of age performed significantly above chance at recognizing the absolute pitch level of familiar melodies. No age-related improvement or decline, nor effects of musical training, gender, or familiarity with the stimuli were found in regard to latent AP task performance. These findings suggest that latent AP memory is a stable ability that is developed from as early as age 4 and persists into adulthood.

A system to support non-IT researchers in the automated analysis of human movement

Analysis of human movement data is a core topic of many research studies in human-human and human-computer interaction. Whereas, on the one side, automated movement analysis is often based on the application of sophisticated computer science techniques (e.g., motion tracking from video recordings), on the other side the interdisciplinary nature of research in this area requires the availability of tools that can be used by researchers who may not have an advanced computer science expertise. This paper presents a system enabling users, who are not necessarily computer scientists, to perform motion tracking from a dataset of video recordings. The system - consisting of a set of (freely downloadable) tools accessible by means of user friendly graphical interfaces - was designed, developed, and tested in the context of a project for automated analysis of entrainment in ensemble music performance, following the needs and requirements of musicologists and psychologists.