Stamatia Kalaitzidou’s research while affiliated with Aristotle University of Thessaloniki and other places

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Publications (4)


Multiple exposures and repeating musical patterns shape perception of musical ideas and structure
  • Conference Paper
  • Full-text available

September 2023

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64 Reads

Stamatia Kalaitzidou

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In this study we look into how repeated listening to a classical music excerpt may affect the perception of its structure and to what extent types of repetition may shape the perception of musical entities. Thirty-eight participants with musical training were asked to indicate in real-time the points where they identified the introduction of 'musical ideas' while listening to the exposition of Sonata No. 18 in E flat major by L.V. Beethoven. The first condition involved listening to an audio recording of the piece (performed by Stephen Kovacevich), while the second condition involved listening to an inexpressive MIDI-generated audio file. Both conditions comprised four successive relistenings of the same excerpt during which participants were asked to repeatedly perform the above task. Our findings suggest that the identification of musical ideas constitutes a viable component for capturing perceived musical structure. In addition, multiple exposures not only resulted in a progressively clearer perception of musical structure but also prompted a perceptual organization dominated by larger structures. Finally, it seems that expressive performance leads to fewer markings of repeated patterns whereas listeners rely more on immediate repetitions in inexpressive mechanical renditions, marking thus more beginnings of repeated patterns as musical ideas.

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The two melodies used in the harmonization task. The upper melody (“Menexedes kai Zoumboulia”) was employed in the simple harmonization task whereas the lower one (“Lullaby from Southern Italy”) was used for the computationally-supported harmonization. Arrows indicate the requested harmonic rhythm.
The online CHAMELEON user interface. The melody for harmonization together with the requested harmonic rhythm (i.e., when chord changes should occur) and important harmonic notes (i.e., notes that CHAMELEON will prioritize over others when selecting suitable chords for the underlying melody) were shown at the top. The options for harmonization were provided below. The user could select from the available harmonic styles using a drop-down menu and use the radio button at the bottom to opt for either a single-idiom harmonization or a blend between two different idioms. Some harmonic styles include more than one harmonic mode that the user could chose from. In addition, there was the option to blend two selected styles in different tonalities using the tonal difference drop-down menu. Finally, the interface allowed users to select type of voice leading. If no voice leading was necessary the system output chords in root position. The other option performed a rudimentary voice leading in the bass voice and in the intermediate voices.
Boxplots of the Overall Creativity Index (OCI) in the two experimental conditions for both participant groups. Mean OCI simple for composers = 5.8, Mean OCI simple for students = 5.57, mean OCI comp. supported for composers = 4.7, mean OCI comp. supported for students = 5.6.
Boxplots of the seven common questions between the two experimental conditions for composers and students.
Boxplots of the responses on each task between groups of participants.

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Evaluating Human-Computer Co-creative Processes in Music: A Case Study on the CHAMELEON Melodic Harmonizer

February 2021

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109 Reads

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6 Citations

CHAMELEON is a computational melodic harmonization assistant. It can harmonize a given melody according to a number of independent harmonic idioms or blends between idioms based on principles of conceptual blending theory. Thus, the system is capable of offering a wealth of possible solutions and viewpoints for melodic harmonization. This study investigates how human creativity may be influenced by the use of CHAMELEON in a melodic harmonization task. Professional and novice music composers participated in an experiment where they were asked to harmonize two similar melodies under two different conditions: one with and one without computational support. A control group harmonized both melodies without computational assistance. The influence of the system was examined both behaviorally, by comparing metrics of user-experience, and in terms of the properties of the artifacts (i.e., pitch class distribution and number of chord types characterizing each harmonization) that were created between the two experimental conditions. Results suggest that appreciation of the system was expertise-dependent (i.e., novices appreciated the computational support more than professionals). At the same time, users seemed to adopt more explorative strategies as a result of interaction with CHAMELEON based on the fact that the harmonizations created this way were more complex, diverse, and unexpected in comparison to the ones of the control group.


Figure 2: Boxplots of the three harmonic feature values for the two experimental conditions.
Figure 3: Values of the 3 harmonic features for each of the 25 participants in both experimental conditions.
presents the number of times that each of the pro- vided harmonic idioms was selected by our participants ei-
Good artists copy, great artists steal: strategies for creative exploitation of the CHAMELEON harmonisation assistant

June 2020

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138 Reads

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1 Citation

This paper presents an experiment designed to investigate the influence of a creativity support tool on music creation. Twenty five participants were asked to harmonise two very similar melodies, the first on their own and the second while given the opportunity to interact with the CHAMELEON harmonisation assistant. CHAMELEON can offer a variety of solutions in a melodic harmonisation task by harmonising according to a number of idioms and/or their blends. Comparison between the produced harmonisations by the participants and their selection of favourite CHAMELEON examples indicated that the majority of them were directly influenced by the solutions offered by the system. Three strategies by which participants exploited CHAMELEON were identified: borrowing of full measures or long chord sequences, borrowing of one or more single chords and finally, adoption of general concepts existing in the CHAMELEON examples. We argue that these findings indicate that the system has the potential to stimulate and promote creative thinking.


Citations (2)


... Voices can also be used to signal social identity and reinforce social norms [76], a topic that needs greater exploration in voice UX. Efforts such as harmonization and cocreation with intelligent agents that use voice but potentially other auditory modalities, including music and non-vocal sounds, are on the horizon [175]. This is where a breadth of work from the humanities and social sciences can enter technical fields and drive new questions and collaborations [48,148]. ...

Reference:

Qualitative Approaches to Voice UX
Evaluating Human-Computer Co-creative Processes in Music: A Case Study on the CHAMELEON Melodic Harmonizer

... To circumvent this problem three harmonic features (number of GCTs, number GCT types, and Pitch Class Profiles) that can either be used as descriptors of harmonic content or be transformed into general distance metrics between chord sequences in a style-independent manner were employed (see section 2.3). A preliminary analysis based on these metrics that was recently presented (Zacharakis et al., 2020) provided some evidence to support the basic hypothesis of increased harmonic diversity as a result of interaction with CHAMELEON. ...

Good artists copy, great artists steal: strategies for creative exploitation of the CHAMELEON harmonisation assistant