How do new music genres emerge? Diversification processes in symbolic knowledge bases

Klement, Benjamin; Strambach, Simone

doi:10.1080/00343404.2019.1580817

Cited by 16 publications

(13 citation statements)

References 63 publications

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“…Klement and Strambach research points out that popular music is spreading widely, and this recognized beauty of music is not pure objectivity, which reflects a strong subjectivity of the public's aesthetics. For music, a magical culture, it is emotional and casual [ 16 ]. Investigate and examine the issues with polyphony estimate and melody extraction in music.…”

Section: Related Workmentioning

confidence: 99%

[Retracted] Influence of Diversified Health Elements Based on Machine Learning Technology on Pop Vocal Singing in a Cultural Fusion Environment

Xia

2022

Journal of Environmental and Public Health

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The multicultural environment is affected by the ongoing advancement of science and technology, which results in more and more planned cultural fusions and collisions between various cultures. The emergence of distinct national cultures has emphasised cultural diversity. Music naturally takes the initiative and promotes diversity in social and cultural awareness as a cultural art form with distinctive charm. Cultural variables play a significant role in the development, appeal, and wide transmission of voice output. It is an authentic catharsis and a vivid record of spiritual activity among people. Because the diversity of art is also the source of the legacy and growth of creative innovation, the diversified integration of art will also promote the shared development of all nations. Vocal music and singing art must adapt to the circumstances, follow the trend of the times, and grow slowly and healthily in the direction of diversity in the context of multicultural development. Musical emotion is the key component of music. The periodic properties of sound should be studied since they have important implications for music study. In order to learn and predict the 8-dimensional emotion vector of musical compositions, this study creates a dataset of 200 pieces of music, isolates music emotion detection as a regression issue, and applies machine learning techniques. According to experimental findings, when mid- and high-level characteristics are used as input instead of low-level features, accuracy can increase from 50.28% to 68.39%.

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Section: Related Workmentioning

confidence: 99%

[Retracted] Influence of Diversified Health Elements Based on Machine Learning Technology on Pop Vocal Singing in a Cultural Fusion Environment

Xia

2022

Journal of Environmental and Public Health

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“…The importance of nonlocal knowledge as a source of path creation and diversification has long been acknowledge in EG, but a focal research agenda around this theme has only formed more recently in the path creation literature (Boschma et al 2017;Trippl, Grillitsch, andIsaksen 2017, Neffke et al 2018;Klement and Strambach 2019). In their seminal article, Martin and Sunley (2006) highlight that new paths may emerge from the importation of organizational forms, technologies, firms, or institutional arrangements from other places.…”

Section: Nonlocal Sources Of Path Creationmentioning

confidence: 99%

The Geography of Technology Legitimation: How Multiscalar Institutional Dynamics Matter for Path Creation in Emerging Industries

2020

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Research in economic geography has recently been challenged to adopt more institutional and multiscalar perspectives on industrial path development. This article contributes to this debate by integrating insights from (evolutionary) economic geography as well as transition and innovation studies into a conceptual framework of how path creation in emerging industries depends on the availability of both knowledge and legitimacy. Unlike the extant literature, we argue here that not only the former but also the latter may substantially depend on nonlocal sources. Conceptually, we distinguish between multiscalar export, attraction, and absorption of legitimacy. Coupled with conventional knowledge indicators, this approach enables us to reconstruct how not only external knowledge sourcing but also multiscalar institutional dynamics contribute to a region or country's ability to leverage its potential for path creation in an emerging industry. Methodologically, we develop legitimation indicators from a global media database, which was built around the case of modular water technologies. Cross-comparing the evidence from six key countries (India, Israel, Singapore, South Africa, the UK, the US) with differing path creation constellations for this emerging industry, allows us to hypothesize how multiscalar legitimation influences a country's prospects for creating a radically new industrial path.

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“…Activities crucial to these scenes can be often be based well outside their home region (Chapain and Comunian, 2010). Klement and Strambach (2019b), for example, find in their recent analysis of the emergence of new music genres that while new genres spawn mainly from localised knowledge sources, symbolic knowledge creation rarely happens without contributions of extra-local knowledge. It was evident through the interviews that the same dynamics of informality that define local scenes also define social and business relationships developed beyond the region.…”

Section: The Importance Of Connections Beyond the Regionmentioning

confidence: 99%

Not all roads lead to London: insularity, disconnection and the challenge to ‘regional’ creative industries policy

Watson

2020

Regional Studies

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The notion of 'regional' economic growth through the creative industries is rendered problematic by the socio-geographical complexities that characterise them. Addressing an important conceptual and empirical deficit in our understanding of the creative industries at and beyond the regional level, this paper develops a novel and detailed examination of the music economy in north west England. Uncovering a significant disconnection with the mainstream industry in London -an obligatory point of symbolic validation and passage to wider markets -the paper argues that policy is required to support professionals in developing socio-spatial networking strategies to cope with their disconnected status.

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How do new music genres emerge? Diversification processes in symbolic knowledge bases

Abstract: Table A1. Cities analyzed in this study and the number of last.fm users applying their city-related tags to artists on the platform (as of May 2015) Sample cityCountry No. of taggers

Cited by 16 publications

References 63 publications

[Retracted] Influence of Diversified Health Elements Based on Machine Learning Technology on Pop Vocal Singing in a Cultural Fusion Environment

[Retracted] Influence of Diversified Health Elements Based on Machine Learning Technology on Pop Vocal Singing in a Cultural Fusion Environment

The Geography of Technology Legitimation: How Multiscalar Institutional Dynamics Matter for Path Creation in Emerging Industries

Not all roads lead to London: insularity, disconnection and the challenge to ‘regional’ creative industries policy

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