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Advances in computational processing have made big data analysis in fields like music information retrieval (MIR) possible. Through MIR techniques researchers have been able to study information on a song, its musical parameters, the metadata generated by the song's listeners, and contextual data regarding the artists and listeners (Schedl, 2014).

Advances in computational processing have made big data analysis in fields like music information retrieval (MIR) possible. Through MIR techniques researchers have been able to study information on a song, its musical parameters, the metadata generated by the song's listeners, and contextual data regarding the artists and listeners (Schedl, 2014). MIR research techniques have been applied within the field of music and emotions research to help analyze the correlative properties between the music information and the emotional output. By pairing methods within music and emotions research with the analysis of the musical features extracted through MIR, researchers have developed predictive models for emotions within a musical piece. This research has increased our understanding of the correlative properties of certain musical features like pitch, timbre, rhythm, dynamics, mel frequency cepstral coefficients (MFCC's), and others, to the emotions evoked by music (Lartillot 2008; Schedl 2014) This understanding of the correlative properties has enabled researchers to generate predictive models of emotion within music based on listeners' emotional response to it. However, robust models that account for a user's individualized emotional experience and the semantic nuances of emotional categorization have eluded the research community (London, 2001). To address these two main issues, more advanced analytical methods have been employed. In this article we will look at two of these more advanced analytical methods, machine learning algorithms and deep learning techniques, and discuss the effect that they have had on music and emotions research (Murthy, 2018). Current trends within MIR research, the application of support vector machines and neural networks, will also be assessed to explain how these methods help to address the two main issues within music and emotion research. Finally, future research within the field of machine and deep learning will be postulated to show how individuate models may be developed from a user or a pool of user's listening libraries. Also how developments of semi-supervised classification models that assess categorization by cluster instead of by nominal data, may be helpful in addressing the nuances of emotional categorization.
ContributorsMcgeehon, Timothy Makoto (Author) / Middleton, James (Thesis director) / Knowles, Kristina (Committee member) / Mechanical and Aerospace Engineering Program (Contributor) / Barrett, The Honors College (Contributor)
Created2018-12
Description
Due to increasing lack of resources and funding for budding student musicians, it is often not possible for this demographic to create, record, and produce their original music in the same high-budget studio environment in which music has been traditionally made. The objective of this project is to explore alternatives

Due to increasing lack of resources and funding for budding student musicians, it is often not possible for this demographic to create, record, and produce their original music in the same high-budget studio environment in which music has been traditionally made. The objective of this project is to explore alternatives which are more accessible to young independent musicians and reveal the most cost-efficient routes to obtain a high-quality result. To make this comparison, the group created budget recordings of their original music in a bedroom in true DIY fashion, and then recorded the same songs in a professional music studio using the best music and recording equipment available. The DIY recordings were mixed and mastered by the group members themselves, as well as separately by a professional audio engineer. The studio recordings were also mixed and mastered by a professional audio engineer, resulting in three final products with varying costs and quality. Ultimately, the group found that without mixing and mastering experience, it is very difficult to achieve high quality results. With the same budget recorded tracks, the group found that quality of the final product vastly increased when a professional audio engineer mixed and mastered the tracks. As far as the quality of the result, the studio recorded tracks were by far the best. Not only was the quality of the sounds from the high-end music and recording equipment much higher, the band had more freedom to be creative without the responsibility of simultaneously serving as recording engineers as was the case in the low budget recordings. The group concluded that this project was highly successful and demonstrated that high quality results could be obtained on a budget. The DIY recording techniques used in this project prove that independent musicians without access to expensive equipment and resources can still produce high quality music at the cost of more effort to serve as audio engineers in addition to musicians. However, recording in a studio with the help of a producer and professional audio engineers affords creative freedom and an increase in sound quality that is simply not possible to reproduce without the equipment and expertise that money can buy.
ContributorsBonk, Alan (Co-author) / Dhuyvetter, Nicholas Alan (Co-author) / Wickham, Kevin (Co-author) / Tobias, Evan (Thesis director) / Swoboda, Deanna (Committee member) / W.P. Carey School of Business (Contributor) / Mechanical and Aerospace Engineering Program (Contributor) / Barrett, The Honors College (Contributor)
Created2018-05
Description
The result of hundreds of hours of work is a few minutes of music. I am mechanical engineering student with a passion for music. The objective of this creative project was to learn as much as I could about music theory, composition, orchestration, notation, recording, and mixing, and to create

The result of hundreds of hours of work is a few minutes of music. I am mechanical engineering student with a passion for music. The objective of this creative project was to learn as much as I could about music theory, composition, orchestration, notation, recording, and mixing, and to create some music of my own. I learned a great deal in my two semesters of work. My music was focused on small ensembles of strings and piano. I created over ten hours of musical audio sketches and produced notation for four pieces for the piano and strings. The finished scores fit together with similar tones and textures, all sharing a minor tonality. The first piece, "Little Machine," is a simple, methodical piano piece created in the style of second species counterpoint. The second piece, "Searching" is a duet between a piano and a cello. For most of the piece, the two instruments share a rhythmic sense of mutual independence, yet neither part can exist without the either. "Something Lost" is a piano solo written with a variety of sections and a unifying idea that pervades through the piece. Finally, "3 Strings & Piano" is a melancholy adagio written for the piano, two cellos, and a double bass. Overall, this project has helped to prepare me for a lifetime of continued learning and composition. In the future I will continue to write music, and I hope to specifically learn more about the tools and techniques used by professionals in the industry so that I can find more efficient ways to produce my own music.
ContributorsSchichtel, Jacob (Author) / Stauffer, Sandra (Thesis director) / Tobias, Evan (Committee member) / Mechanical and Aerospace Engineering Program (Contributor) / Barrett, The Honors College (Contributor)
Created2016-12
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Description
Concentrated Solar Power and Thermal Energy Storage are two technologies that are currently being explored as environmentally friendly methods of energy generation. The two technologies are often combined in an overall system to increase efficiency and reliability of the energy generation system. A collaborative group of researchers from Australia and

Concentrated Solar Power and Thermal Energy Storage are two technologies that are currently being explored as environmentally friendly methods of energy generation. The two technologies are often combined in an overall system to increase efficiency and reliability of the energy generation system. A collaborative group of researchers from Australia and the United States formed a project to design solar concentrators that utilize Concentrated Solar Power and Thermal Energy Storage. The collaborators from Arizona State designed a Latent Heat Thermal Energy Storage system for the project. It was initially proposed that the system utilize Dowtherm A as the Heat Transfer Fluid and a tin alloy as the storage material. Two thermal reservoirs were designed as part of the system; one reservoir was designed to be maintained at 240˚ C, while the other reservoir was designed to be maintained at 210˚ C. The tin was designed to receive heat from the hot reservoir during a charging cycle and discharge heat to the cold reservoir during a discharge cycle. From simulation, it was estimated that the system would complete a charging cycle in 17.5 minutes and a discharging cycle in 6.667 minutes [1]. After the initial design was fabricated and assembled, the system proved ineffective and did not perform as expected. Leaks occurred within the system under high pressure and the reservoirs could not be heated to the desired temperatures. After adding a flange to one of the reservoirs, it was decided that the system would be run with one reservoir, with water as the Heat Transfer Fluid. The storage material was changed to paraffin wax, because it would achieve phase change at a temperature lower than the boiling point of water. Since only one reservoir was available, charging cycle tests were performed on the system to gain insight on system performance. It was found that the paraffin sample only absorbs 3.29% of the available heat present during a charging cycle. This report discusses the tests performed on the system, the analysis of the data from these tests, the issues with the system that were revealed from the analyses, and potential design changes that would increase the efficiency of the system.
ContributorsKocher, Jordan Daniel (Author) / Wang, Robert (Thesis director) / Phelan, Patrick (Committee member) / Mechanical and Aerospace Engineering Program (Contributor) / Barrett, The Honors College (Contributor)
Created2016-12
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Description

Jane Austen’s depictions of musical performers and listeners in her novels suggest her belief that musical performances should strengthen intimacy between people, both between listeners and performers as well as among listeners. Austen commends music for its power to increase intimacy through honest expressions of taste, which more often arise

Jane Austen’s depictions of musical performers and listeners in her novels suggest her belief that musical performances should strengthen intimacy between people, both between listeners and performers as well as among listeners. Austen commends music for its power to increase intimacy through honest expressions of taste, which more often arise in private performances, but she warns against its power to decrease intimacy through pretentious displays of taste, which more often arise in public performances. Austen’s belief that music allows for this healthy intimacy indicates that music has great significance in society. Austen suggests that music has a greater importance to everyday life than many may originally suppose, as it is a universal connection between people. Ultimately, Jane Austen’s perspective of music’s great power both to expose pretentiousness and to cultivate intimacy should lead all of her readers to recognize and respect music’s true power and to consider seriously the importance and role of music in their own lives.

Created2021-05
Description

The aim of this project was to create an original sound design and score for the ASU SOMDT production of HEDDATRON, by Elizabeth Meriwether. Composition and sound design was done primarily with a modular synthesizer. All audio editing was done in Reaper, and the cues were programmed in Qlab.

ContributorsJansen, Troy Sherk (Author) / Max, Bernstein (Thesis director) / Lance, Gharavi (Committee member) / School of Music, Dance and Theatre (Contributor) / Barrett, The Honors College (Contributor)
Created2021-05
Description

For my honors thesis, I chose a creative project that would incorporate expertise and skills from both of my undergraduate degrees at Arizona State University: Music Performance and Music Theory and Composition. The main goal for this project was to design and experience an artistic process of musical production and

For my honors thesis, I chose a creative project that would incorporate expertise and skills from both of my undergraduate degrees at Arizona State University: Music Performance and Music Theory and Composition. The main goal for this project was to design and experience an artistic process of musical production and create a professional musical work to release on digital platforms. The musical process included five main components: Listening, Transcribing, Composing, Recording, and Post Production. The final product is a full album, titled This is Jam Music, that consists of eight pieces and a run time of 33 minutes.

ContributorsArora, Vashawn Michael (Author) / Gardner, Joshua (Thesis director) / Knowles, Kristina (Thesis director) / Libman, Jeffrey (Committee member) / School of Music, Dance and Theatre (Contributor, Contributor, Contributor) / Barrett, The Honors College (Contributor)
Created2021-05
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Description

This thesis examines the theological significance and use of chant in the Divine Liturgy of Saint Chrysostom, in both Eastern Orthodoxy and Eastern Catholicism. An overview of the Liturgy and its chant is given while examining contemporary and historical practices. Finally, this paper also offers an overview of trends and

This thesis examines the theological significance and use of chant in the Divine Liturgy of Saint Chrysostom, in both Eastern Orthodoxy and Eastern Catholicism. An overview of the Liturgy and its chant is given while examining contemporary and historical practices. Finally, this paper also offers an overview of trends and practices used by Eastern Christian faithful in the United States.

ContributorsEslava, Martin Hans (Author) / Fossum, David (Thesis director) / Bruhn, Karen (Committee member) / School of Life Sciences (Contributor) / School of Music, Dance and Theatre (Contributor) / Barrett, The Honors College (Contributor)
Created2021-05
Description

This project is intended to fill gaps in the professional knowledge of music educators in the state of Arizona concerning the pedagogy, content, and importance of a visual education program in the scholastic marching band. It also aims to contribute to the general pool of knowledge surrounding visual education. While

This project is intended to fill gaps in the professional knowledge of music educators in the state of Arizona concerning the pedagogy, content, and importance of a visual education program in the scholastic marching band. It also aims to contribute to the general pool of knowledge surrounding visual education. While music educators are often expected to begin teaching marching band immediately following their graduation, many do not ever receive proper training in the visual aspect of the marching arts. The marching band is the most visible element of a holistic educational music program, and often represents the school to the community and the educator to their administrators. While significant music training is given at the collegiate level, many educators have not had further experience in the marching arts. The author uses his experience in Drum Corps International, as well as in teaching marching band to synthesize research-based practices into a handbook of immediately applicable visual pedagogical information that would be immediately useful to any music educator.

ContributorsGerald, Thomas (Author) / Swoboda, Deanna (Thesis director) / Quamo, Jeff (Committee member) / Barrett, The Honors College (Contributor) / School of Music, Dance and Theatre (Contributor)
Created2023-05
Description

Collaborating with others is a crucial part of growing creatively, and gaining perspective. With different artistic mediums like dance, film, music and design, there is a lot artists can learn from one another. Art is also a way to convey important messages that reflect social, political and cultural issues, and

Collaborating with others is a crucial part of growing creatively, and gaining perspective. With different artistic mediums like dance, film, music and design, there is a lot artists can learn from one another. Art is also a way to convey important messages that reflect social, political and cultural issues, and artists have become increasingly responsible for presenting these issues in a way that will provoke thought and create change. “Luna” is a series of compositions with a goal of inviting the audience into a different world. The use of sound design and electronic music production paired with piano arrangements creates a vast, sonic landscape, and the titles of each piece are related to space. The live performance of the album also involves dance, which adds another human element to the experience.

ContributorsAzersky, Sadie (Author) / Yanez, Raul (Thesis director) / Costa Palazuelos, Jorge (Committee member) / Barrett, The Honors College (Contributor) / School of Music, Dance and Theatre (Contributor) / Dean, W.P. Carey School of Business (Contributor)
Created2023-05