Music can speak for you: making music with a deep net partner. This project aims to develop and evaluate a novel computational partner to aid composers and non-musicians to make personal music. One computational component learns to output musical structures that another component moulds towards user-desired features while encouraging innovation and exploration. Listeners’ evaluation of the musical outputs in terms of affect will be analysed, potentially allowing us to extend current music genera ....Music can speak for you: making music with a deep net partner. This project aims to develop and evaluate a novel computational partner to aid composers and non-musicians to make personal music. One computational component learns to output musical structures that another component moulds towards user-desired features while encouraging innovation and exploration. Listeners’ evaluation of the musical outputs in terms of affect will be analysed, potentially allowing us to extend current music generation software considerably. The expected outcomes will be a tool for musicians, but also for untrained people, young and older, allowing such untrained people to make personalized music. The tool can thus provide benefits to the creative arts, and to the educational and wellbeing support sectors.Read moreRead less
The Western Australia New Music Archive: 1970 - today: finding, accessing, remembering, performing. This project sees the creation of the Western Australian New Music Archive, a digital repository of and interface to Western Australian music composed from 1970 to the present day. A partnership between peak state and national bodies, the project will also involve the performance and recording of works from the archive.
Loudness moves! Roles of changing acoustic intensity in the perception of music. Changing loudness of a sound is an urgent cue for object location, and an emotional cue in speech and music. With new empirical techniques, we will identify roles of loudness in perception of structure, arousal and emotion in music. The work has application in inter-personal communication, sonic information display and, and in music selling online.
Discovery Early Career Researcher Award - Grant ID: DE220100961
Funder
Australian Research Council
Funding Amount
$456,000.00
Summary
The Musical Escape: Investigating Music and Imagination. Imagination plays a pivotal role in creativity as well as self-regulation. Yet, despite its important role throughout cognition, imagination is still ill-understood as it is notoriously difficult to systematically induce and measure. This project aims to deepen our understanding of imagination by using an innovative approach that combines quantitative, qualitative, and neuroscientific methodologies. It leverages the facts that music can re ....The Musical Escape: Investigating Music and Imagination. Imagination plays a pivotal role in creativity as well as self-regulation. Yet, despite its important role throughout cognition, imagination is still ill-understood as it is notoriously difficult to systematically induce and measure. This project aims to deepen our understanding of imagination by using an innovative approach that combines quantitative, qualitative, and neuroscientific methodologies. It leverages the facts that music can reliably induce imagination and that imagined orientation in time and space can be measured. Expected outcomes include free algorithmic tools capable of generating music that induce user-specified imagination to the benefit of informing the foundations of creativity and the phenomenology of imagination.Read moreRead less
Developing a personalised Music Affect Recommender System. The project aims to develop a personalised music recommender system using perceived tone quality, affect and liking. Recommender systems using prior verbal annotations and ratings are common (Amazon) but inappropriate for less popular music by unfamiliar artists, which lacks social use data. The project intends to build on work into perception of musical affect and its relation to loudness and tone quality; and the automation of the orga ....Developing a personalised Music Affect Recommender System. The project aims to develop a personalised music recommender system using perceived tone quality, affect and liking. Recommender systems using prior verbal annotations and ratings are common (Amazon) but inappropriate for less popular music by unfamiliar artists, which lacks social use data. The project intends to build on work into perception of musical affect and its relation to loudness and tone quality; and the automation of the organisation of digital libraries both by labels and acoustic content. Developing this, the project seeks to create a model that gives recommendations which accounts for an individual's preferences based on acoustic content, affect and liking. The system will be designed to update rapidly and to encourage exploration of familiar and unfamiliar music.Read moreRead less
The Music of Nature and the Nature of Music. This project aims to transform our understanding of musicality across species by deploying the virtually untapped tools of musicology in birdsong studies. The research expects to map and analyse cultural transmission and variation in pied butcherbird song around Alice Springs. The project significance lies in innovative methodology that brings the humanities into sustained dialogue with the natural sciences and new technologies to ask how pied butcher ....The Music of Nature and the Nature of Music. This project aims to transform our understanding of musicality across species by deploying the virtually untapped tools of musicology in birdsong studies. The research expects to map and analyse cultural transmission and variation in pied butcherbird song around Alice Springs. The project significance lies in innovative methodology that brings the humanities into sustained dialogue with the natural sciences and new technologies to ask how pied butcherbirds can revolutionise the way we think about birdsong, human uniqueness, and the origins and core values of music. The project mobilises its research in novel interdisciplinary collaborations, creative outputs benefiting the general public, and contributions to national research collections.Read moreRead less
To map and enhance Australian musical improvisation as a creative industry. The project maps transforming improviser networks in Australian music since 1970, to inform how cultural innovation develops and disseminates. Application of new statistical techniques (temporal network analysis) will combine with in-depth focus groups to show how improvisation excellence depends on a mix of artistic craft, networked collaboration and institutional support. This knowledge will assist music venues and ind ....To map and enhance Australian musical improvisation as a creative industry. The project maps transforming improviser networks in Australian music since 1970, to inform how cultural innovation develops and disseminates. Application of new statistical techniques (temporal network analysis) will combine with in-depth focus groups to show how improvisation excellence depends on a mix of artistic craft, networked collaboration and institutional support. This knowledge will assist music venues and industry in nurturing improvisation as a cultural force and commercial opportunity for export and tourism attraction post Covid-19. The novel method, integrating computational network analysis with qualitative research, will also inform and build capacity for future understandings of cultural fields and industries.Read moreRead less