Bio A.I. - From Embodied Cognition to Enactive Robotics


Book Description

Even before the deep learning revolution, the landscape of artificial intelligence (AI) was already changing drastically in the 90s. Embodied intelligence, it was proposed, must play a crucial role in the design of intelligent machines. This new wave was inspired by what is today known as Embodied and Enactive Cognitive Science or E-Cognition, which considers that cognitive activity does not reduce to the intellectual capacities of agents being able to represent their environments. E-cognition set AI and robotics in a new direction, in which intelligent machines are required to interact with the environment, and where this interaction does not reduce to explicit representations or prespecified algorithms. These ideas revolutionized the way we think about intelligent machines and cognition, but these theoretical advances are only partially reflected in modern approaches to AI and machine learning (ML). Despite deeply impressive achievements, AI/ML still struggles to recapitulate the kinds of intelligence we find in natural systems, whether we are considering individual insects (e.g. simultaneous localization and mapping), or swarm behaviour (e.g. forum sensing and ensemble inferences), and especially the kinds of flexibility and high-level reasoning characteristic of human cognition.




Amplifying Actions


Book Description

Recently, artists and designers have begun to use digital technologies in order to stimulate bodily interaction, while scientists keep revealing new findings about sensorimotor contingencies, changing the way in which we understand human knowledge. However, implicit knowledge generated in artistic projects can become difficult to transfer and scientific research frequently remains isolated due to specific disciplinary languages and methodologies. By mutually enriching holistic creative approaches and highly specific scientific ways of working, this doctoral dissertation aims to set the foundation for Enactive Sound Design. It is focused on sound that engages sensorimotor experience that has been neglected within the existing design practices. The premise is that such a foundation can be best developed if grounded in transdisciplinary methods that bring together scientific and design approaches. The methodology adopted to achieve this goal is practice-based and supported by theoretical research and project analysis. Three different methodologies were formulated and evaluated during this doctoral study, based on a convergence of existing methods from design, psychology and human-computer interaction. First, a basic design approach was used to engage in a reflective creation process and to extend the existing work on interaction gestalt through hands-on activities. Second, psychophysical experiments were carried out and adapted to suit the needed shift from reception-based tests to a performance-based quantitative evaluation. Last, a set of participatory workshops were developed and conducted, within which the enactive sound exercises were iteratively tested through direct and participatory observation, questionnaires and interviews. A foundation for Enactive Sound Design developed in this dissertation includes novel methods that have been generated by extensive explorations into the fertile ground between basic design education, psychophysical experiments and participatory design. Combining creative practices with traditional task analysis further developed this basic design approach. The results were a number of abstract sonic artefacts conceptualised as the experimental apparatuses that can allow psychologists to study enactive sound experience. Furthermore, a collaboration between designers and scientists on a psychophysical study produced a new methodology for the evaluation of sensorimotor performance with tangible sound interfaces. These performance experiments have revealed that sonic feedback can support enactive learning. Finally, participatory workshops resulted in a number of novel methods focused on a holistic perspective fostered through a subjective experience of self-producing sound. They indicated the influence that such an approach may have on both artists and scientists in the future. The role of designer, as a scientific collaborator within psychological research and as a facilitator of participatory workshops, has been evaluated. Thus, this dissertation recommends a number of collaborative methods and strategies that can help designers to understand and reflectively create enactive sound objects. It is hoped that the examples of successful collaborations between designers and scientists presented in this thesis will encourage further projects and connections between different disciplines, with the final goal of creating a more engaging and a more aware sonic future.




The Routledge Companion to Embodied Music Interaction


Book Description

The Routledge Companion to Embodied Music Interaction captures a new paradigm in the study of music interaction, as a wave of recent research focuses on the role of the human body in musical experiences. This volume brings together a broad collection of work that explores all aspects of this new approach to understanding how we interact with music, addressing the issues that have roused the curiosities of scientists for ages: to understand the complex and multi-faceted way in which music manifests itself not just as sound but also as a variety of cultural styles, not just as experience but also as awareness of that experience. With contributions from an interdisciplinary and international array of scholars, including both empirical and theoretical perspectives, the Companion explores an equally impressive array of topics, including: Dynamical music interaction theories and concepts Expressive gestural interaction Social music interaction Sociological and anthropological approaches Empowering health and well-being Modeling music interaction Music-based interaction technologies and applications This book is a vital resource for anyone seeking to understand human interaction with music from an embodied perspective.




Sound Machine


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Sound machine


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Intimacy Across Visceral and Digital Performance


Book Description

Consisting of critical analyses, theoretical provocations and practical reflections by leading scholars/practitioners from the fields of performance studies, live art and creative technology, these essays examine the rise of intimate performance works and question the socio-historical contexts provoking those aesthetic and affective developments.




Sound, Music, and Motion


Book Description

This book constitutes the thoroughly refereed post-conference proceedings of the 10th International Symposium on Computer Music Modeling and Retrieval, CMMR 2013, held in Marseille, France, in October 2013. The 38 conference papers presented were carefully reviewed and selected from 94 submissions. The chapters reflect the interdisciplinary nature of this conference with following topics: augmented musical instruments and gesture recognition, music and emotions: representation, recognition, and audience/performers studies, the art of sonification, when auditory cues shape human sensorimotor performance, music and sound data mining, interactive sound synthesis, non-stationarity, dynamics and mathematical modeling, image-sound interaction, auditory perception and cognitive inspiration, and modeling of sound and music computational musicology.




Sound to Sense, Sense to Sound


Book Description

Since the 1950s, Sound and Music Computing (SMC) research has had a profound impact on the development of culture and technology in our post-industrial society. SMC research approaches the whole sound and music communication chain from a multidisciplinary point of view. By combining scientific, technological and artistic methodologies it aims at understanding, modeling, representing and producing sound and music using computational approaches. This book, by describing the state of the art in SMC research, gives hints of future developments, whose general purpose will be to bridge the semantic gap, the hiatus that currently separates sound from sense and sense from sound.




The Body in Sound, Music and Performance


Book Description

The Body in Sound, Music and Performance brings together cutting-edge contributions from women working on and researching contemporary sound practice. This highly interdisciplinary book features a host of international contributors and places emphasis on developments beyond the western world, including movements growing across Latin America. Within the book, the body is situated as both the site and centre for knowledge making and creative production. Chapters explore how insightful theoretical analysis, new methods, innovative practises, and sometimes within the socio-cultural conditions of racism, sexism and classicism, the body can rise above, reshape and deconstruct understood ideas about performance practices, composition, and listening/sensing. This book will be of interest to both practitioners and researchers in the fields of sonic arts, sound design, music, acoustics and performance.