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<journal-id journal-id-type="publisher-id">Front. Comput. Sci.</journal-id>
<journal-title>Frontiers in Computer Science</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Comput. Sci.</abbrev-journal-title>
<issn pub-type="epub">2624-9898</issn>
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<publisher-name>Frontiers Media S.A.</publisher-name>
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<article-id pub-id-type="doi">10.3389/fcomp.2024.1358454</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Computer Science</subject>
<subj-group>
<subject>Editorial</subject>
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</subj-group>
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<title-group>
<article-title>Editorial: New advances and novel applications of music technologies for health, well-being, and inclusion</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name><surname>Frid</surname> <given-names>Emma</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x0002A;</sup></xref>
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<contrib contrib-type="author">
<name><surname>Falkenberg</surname> <given-names>Kjetil</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
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<contrib contrib-type="author">
<name><surname>Agres</surname> <given-names>Kat</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
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<contrib contrib-type="author">
<name><surname>Lucas</surname> <given-names>Alex</given-names></name>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
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<aff id="aff1"><sup>1</sup><institution>Media Technology and Interaction Design, KTH Royal Institute of Technology</institution>, <addr-line>Stockholm</addr-line>, <country>Sweden</country></aff>
<aff id="aff2"><sup>2</sup><institution>UMR9912 Sciences et Technologies de la Musique et du Son (STMS), Institut de Recherche et Coordination Acoustique Musique (IRCAM)</institution>, <addr-line>Paris</addr-line>, <country>France</country></aff>
<aff id="aff3"><sup>3</sup><institution>Centre for Music and Health, Yong Siew Toh Conservatory of Music, National University of Singapore</institution>, <addr-line>Singapore</addr-line>, <country>Singapore</country></aff>
<aff id="aff4"><sup>4</sup><institution>Sonic Arts Research Centre, Queen&#x00027;s University Belfast</institution>, <addr-line>Belfast</addr-line>, <country>United Kingdom</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited and reviewed by: Roberto Ther&#x000F3;n, University of Salamanca, Spain</p></fn>
<corresp id="c001">&#x0002A;Correspondence: Emma Frid <email>emmafrid&#x00040;kth.se</email></corresp>
</author-notes>
<pub-date pub-type="epub">
<day>19</day>
<month>01</month>
<year>2024</year>
</pub-date>
<pub-date pub-type="collection">
<year>2024</year>
</pub-date>
<volume>6</volume>
<elocation-id>1358454</elocation-id>
<history>
<date date-type="received">
<day>19</day>
<month>12</month>
<year>2023</year>
</date>
<date date-type="accepted">
<day>08</day>
<month>01</month>
<year>2024</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x000A9; 2024 Frid, Falkenberg, Agres and Lucas.</copyright-statement>
<copyright-year>2024</copyright-year>
<copyright-holder>Frid, Falkenberg, Agres and Lucas</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/"><p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p></license>
</permissions>
<related-article id="RA1" related-article-type="commentary-article" xlink:href="https://www.frontiersin.org/research-topics/41604/new-advances-and-novel-applications-of-music-technologies-for-health-well-being-and-inclusion" ext-link-type="uri">Editorial on the Research Topic <article-title>New advances and novel applications of music technologies for health, well-being, and inclusion</article-title></related-article>
<kwd-group>
<kwd>Digital Musical Instruments</kwd>
<kwd>music therapy</kwd>
<kwd>accessibility</kwd>
<kwd>multimodal interaction</kwd>
<kwd>music technology</kwd>
<kwd>sound and music</kwd>
<kwd>healthcare</kwd>
<kwd>wellbeing</kwd>
</kwd-group>
<contract-num rid="cn001">2020-00343</contract-num>
<contract-sponsor id="cn001">Vetenskapsr&#x000E5;det<named-content content-type="fundref-id">10.13039/501100004359</named-content></contract-sponsor>
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<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Human-Media Interaction</meta-value>
</custom-meta>
</custom-meta-wrap>
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</front>
<body>
<p>The field of research dedicated to the design, creation, use, and evaluation of new sound and music technologies supporting health, wellbeing, and inclusion is rapidly expanding. Numerous research efforts are taking place at the intersection of areas such as universal design, accessibility, music therapy, music technology, sonic interaction design, and human-computer interaction (HCI). This Research Topic explores such intersections in music technology research aimed at promoting health, wellbeing, and inclusion, investigating how new methods, technologies, interfaces, and applications can enable everyone to enjoy the benefits of sound and music.</p>
<p>Previous Special Issues exploring similar topics include, for example, work by Magee (<xref ref-type="bibr" rid="B6">2011</xref>), Rickard (<xref ref-type="bibr" rid="B8">2014</xref>), and Schroeder and Michon (<xref ref-type="bibr" rid="B9">2021</xref>). A summary of the state of the art in music technology applied in various health scenarios was presented by Agres et al. (<xref ref-type="bibr" rid="B1">2021</xref>). Falkenberg and Frid (<xref ref-type="bibr" rid="B3">2021</xref>) also published an overview of methodological considerations for designing and reporting research on sound design and music for health. In addition, an online network called <italic>Musical Care International Network</italic><xref ref-type="fn" rid="fn0001"><sup>1</sup></xref> was recently launched to bring people together to discuss and advocate for <italic>musical care</italic>, defined as the role of music listening and music-making in supporting any aspect of people&#x00027;s developmental or health needs (Spiro et al., <xref ref-type="bibr" rid="B10">2023</xref>).</p>
<p>The papers published here reflect the diversity in practices and methods in this interdisciplinary research field. Common themes that reoccur are interfaces focused on accessibility of musical expression&#x02014;in particular, the design and development of Accessible Digital Musical Instruments (ADMIs; see Frid, <xref ref-type="bibr" rid="B4">2019</xref>)&#x02014;and sound and music listening applications aimed at improving health and wellbeing. The papers demonstrate a richness in the methodological approaches employed, from third-wave HCI practices (B&#x000F8;dker, <xref ref-type="bibr" rid="B2">2006</xref>) and action research (Reason and Bradbury, <xref ref-type="bibr" rid="B7">2001</xref>) with emphasis on understanding the importance of the sociocultural context of musical interactions (see Waters, <xref ref-type="bibr" rid="B11">2021</xref>) and the lived experience of the persons interacting with ecological artifacts (B&#x000F8;dker, <xref ref-type="bibr" rid="B2">2006</xref>), to quantitative analysis of more traditional listening experiments.</p>
<p>The paper by <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fcomp.2023.1113078">Ward</ext-link> presents the <italic>Modular Accessible Musical Instrument Technology Toolkit (MAMI Tech Toolkit)</italic>, developed over 5 years. It describes each of the tools in the toolkit, the functionality they offer, as well as the accessibility issues they address. In the paper by <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fcomp.2023.1165442">Lindetorp et al.</ext-link>, the authors discuss a novel system consisting of commercially available accessible instruments from <italic>Funki</italic><xref ref-type="fn" rid="fn0002"><sup>2</sup></xref> which enables students with Profound and Multiple Learning Disabilities (PMLD) to play music together with their assistants and a professional musician. Findings highlight how a system of networked and synchronized ADMIs could be conceptualized to include assistants more actively in collaborative music-making. Moreover, design considerations that support the assistants&#x00027; roles as facilitators in such a context are discussed. In the work presented by <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fcomp.2023.1158476">Duarte et al.</ext-link>, the authors explore the impact of different disability models in the process of designing inclusive music technology, with a case study focused on categorizing eleven ADMIs targeting d/Deaf people based on the medical, social, and cultural<xref ref-type="fn" rid="fn0003"><sup>3</sup></xref> disability models. The authors identify a lack of participatory approaches and an overall tendency toward the medical model of disability for the surveyed ADMIs. Finally, <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fcomp.2023.1153232">McMillan and Morreale</ext-link> describe an autoethnographic study of the lived experience of the first author, a disabled musician, proposing to use conceptual metaphors (Waters, <xref ref-type="bibr" rid="B11">2021</xref>) and cultural probes (Gaver et al., <xref ref-type="bibr" rid="B5">1999</xref>) as tools to account for the subjective experience, ecology, and specificity that contribute to a successful musician-instrument relationship.</p>
<p>The Research Topic also includes two papers in review format (<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fcomp.2023.1085539">Paisa et al.</ext-link>, <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fcomp.2023.1156693">Lenzi et al.</ext-link>). <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fcomp.2023.1085539">Paisa et al.</ext-link> reviewed systems for tactile augmentations that provide inclusive musical experiences for persons who are deaf or hard of hearing. Results indicate that the research field is in an early phase, characterized by an exploratory approach and preliminary results, with most of the studies conducted in laboratory settings with small sample sizes, and sometimes low validity, for example due to evaluations not being performed with the intended user group (e.g., system designs intended for persons with cochlear implants evaluated with persons without hearing loss). These findings resonate with what was concluded regarding studies based on the medical model of disability, discussed in the paper by <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fcomp.2023.1158476">Duarte et al.</ext-link> The second review paper, published by <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fcomp.2023.1156693">Lenzi et al.</ext-link>, presented a semi-systematic review of scientific literature on sound assessment studies in Neonatal Intensive Care Units. The authors emphasize the need for a sound quality assessment solution for indoor environments.</p>
<p>In the paper by <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fcomp.2023.1111806">Krause and Fletcher</ext-link>, the authors explore&#x02014;through semi-structured interviews with radio personnel and focus groups with older adults&#x02014;how radio personnel and listeners regard the purpose of radio, and how engaging with radio is perceived to influence wellbeing. Findings indicate that there are implicit and explicit ways in which radio facilitates wellbeing. The authors conclude that these findings may have implications for both broadcasting practices and future work on how radio might be used as an accessible tool for promoting quality of life in seniors.</p>
<p>The paper by <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fcomp.2023.1158046">Ramadas et al.</ext-link> also focused on a user group of older adults. The authors describe a pilot experiment using Carnatic Classical music as an intervention for improving auditory processing and cognitive skills. The intervention protocol resulted in improvements in auditory temporal processing skills and better speech perception in noise.</p>
<p>The paper by <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fpsyg.2023.1158172">Agres et al.</ext-link> introduces <italic>AffectMachine-Classical</italic>, a music generation system capable of generating affective Classical music in real-time. <italic>AffectMachine-Classical</italic> was designed to be embedded into interactive interfaces or biofeedback systems (such as brain-computer-interfaces) to help users become aware of, and ultimately mediate, their own dynamic affective states, in support of real-time emotion self-regulation. Findings from a listening experiment indicated that the system is effective in communicating various levels of arousal via music, and is also quite convincing in terms of valence.</p>
<p>The editors are excited to share this Research Topic with the wider research community, and in doing so contribute to the growing body of knowledge surrounding music technology for health, wellbeing, and inclusion.</p>
<sec sec-type="author-contributions" id="s1">
<title>Author contributions</title>
<p>EF: Writing &#x02013; original draft, Writing &#x02013; review &#x00026; editing. KF: Writing &#x02013; review &#x00026; editing. KA: Writing &#x02013; review &#x00026; editing. AL: Writing &#x02013; review &#x00026; editing.</p></sec>
</body>
<back>
<sec sec-type="funding-information" id="s2">
<title>Funding</title>
<p>The author(s) declare financial support was received for the research, authorship, and/or publication of this article. This work was partly funded by the Swedish Research Council (Vetenskapsr&#x000E5;det), grant number: 2020-00343, and the RIE2020 Advanced Manufacturing and Engineering (AME) Programmatic Fund (grant number: A20G8b0102), Singapore.</p>
</sec>
<ack><p>The guest editors would like to thank all authors and reviewers who have contributed to this Research Topic.</p>
</ack>
<sec sec-type="COI-statement" id="conf1">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec sec-type="disclaimer" id="s3">
<title>Publisher&#x00027;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<fn-group>
<fn id="fn0001"><p><sup>1</sup><ext-link ext-link-type="uri" xlink:href="https://musicalcareresearch.com/musical-care-network/">https://musicalcareresearch.com/musical-care-network/</ext-link></p></fn>
<fn id="fn0002"><p><sup>2</sup><ext-link ext-link-type="uri" xlink:href="https://www.funki.se/">https://www.funki.se/</ext-link></p></fn>
<fn id="fn0003"><p><sup>3</sup>Also referred to as the <italic>social identity</italic> or <italic>cultural affiliation</italic> model.</p></fn>
</fn-group>
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