I'm honored to be invited as a Distinguished Speaker at the Clariden Global Conference this week on 'Applying AI and Deep Learning for Enterprises'. On 15 May, I will be speaking in the track on 'How Deep Learning and Machine Learning is Transforming Different Vertical Industries', presenting "The use and implications of AI for creative fields such as music".
Dorien Herremans has published an article in the popular online resource 'Towards Data Science' entitled "Representing music with Word2vec?" about our recent paper in the journal Neural Computing and Applications: Chuan, Agres, & Herremans (2018) "From context to concept: exploring semantic relationships in music with word2vec."
Her article is available here.
A new book entitled 'Music and Consciousness 2' is out from Oxford University Press, and with it, our chapter on "The impact of musical structure on enjoyment and absorptive listenings states in trance music." This chapter examines how certain features of the musical structure of trance music may afford shifts of consciousness in listeners.
The book is available here.
An article is out from some of us who worked together at Queen Mary University of London: Stephen McGregor, myself, Karolina Rataj (well, not based at QMUL), Matthew Purver, and Geraint Wiggins. Our work is entitled, Re-Representing Metaphor: Modeling Metaphor Perception Using Dynamically Contextual Distributional Semantics.
Our paper testing a novel music-based Brain Computer Interface (BCI) for emotion regulation in listeners was published in PLoS ONE yesterday. The paper is freely available online here.
Title: A closed-loop, music-based brain-computer interface for emotion mediation
Next week is the culmination of almost a year of planning and organizing: our Lorentz workshop on 'Music, Computing, and Health' will take place in Leiden, the Netherlands, from 4-8 March! (Organizers: Kat Agres, Rebecca Schaefer, Anja Volk, and Susan van Hooren)
We will focus on ideation and future creation of music technologies for healthcare and well-being, drawing from music cognition, computing, music information retrieval (MIR), music therapy, and medical technology. I'm very excited to see what this diverse group discusses and produces. :)
I'm greatly looking forward to giving a talk and masterclass tomorrow at the International Science Youth Forum. I’ll be speaking about music cognition, statistical learning, and music technology for healthcare. I am humbled and honoured to be speaking alongside five Nobel laureates, a Millennium Technology Prize winner, and a Fields Medal winner, amongst others.
On Friday, 11th Jan, I'll be giving a talk at the Rehabilitation Research Institute of Singapore (RRIS) on 'Music-based medtech for emotion mediation, cognitive screening, and motor rehabilitation'. I'm looking forward to what I'm sure will be a lively and engaging discussion with the RRIS and TTSH teams!
A collaboration with Prof Ching-Hua Chuan from the U of Miami and Prof. Dorien Herremans from SUTD has just been accepted for publication in Springer's Neural Computing and Applications (impact factor = 4.213). The manuscript is entitled 'From Context to Concept: Exploring Semantic Relationships in Music with Word2Vec', and describes how a popular NLP model called word2vec can be used to capture meaningful musical structure in complex polyphonic pieces of music. A copy of the preprint is available on my Publications page.
I'm thrilled to be giving one of the keynote talks at this year's International Music and Performing Arts Conference (IMPAC2018) in Malaysia, 13-15 November. I will be speaking on: Expectations, expectations, expecta...: Highlighting a fundamental concept in music cognition, and exploring its relevance to healthcare
Curious about why the music in horror films sounds so scary? Watch this!
I'm very happy to announce that, as of July 1, I'm an adjunct Assistant Professor at the National University of Singapore (NUS). I'm truly honoured to be part of this prestigious university community. For those interested, check out this recent article about NUS: www.straitstimes.com/singapore/education/nus-is-back-on-top-as-asias-no-...
Thanks to everyone who attended the first Music Research Symposium to take place in Singapore. More than 70 (!) researchers, scientists, professors, students, and musicians attended the event for a fun day of talks, music, and research discussions. Here are some of the speakers' slides for reference. And below are some lovely memories from the day (click post title to see photo slideshow):
How good is our memory for melodies? And why do we remember some aspects of music better than others? To discover some answers to these questions, check out my new paper entitled 'Change detection and schematic processing in music', now out in the journal Psychology of Music! The paper is available for download here.
I'm excited to be speaking at IEEE ICOT's special session on 'Music and Music Technology for Health and Learning' next month! I will be presenting a paper describing my lab's new music and motion detection game for rehabilitation and strengthening in the elderly. More info here.
I'm thrilled to be headed to Suzhou, China, soon for the 18th International Society for Music Information Retrieval (ISMIR) Conference.
I will be speaking on the Future of Music-IR Research Panel (Thursday, 12:40pm – 1:40pm), and my colleagues and I have two papers in the conference:
Cancino-Chacon, Grachten, and Agres (2017). From Bach to the Beatles: The simulation of human tonal expectation using ecologically-trained predictive models