Centre for Digital Music (C4DM): Recent submissions
Now showing items 101-120 of 210
-
``Horse'' Inside: Seeking Causes of the Behaviours of Music Content Analysis Systems
(ACM, 2016-12-16)Building systems that possess the sensitivity and intelligence to identify and describe high-level attributes in music audio signals continues to be an elusive goal, but one that surely has broad and deep implications for ... -
Deep Learning, Audio Adversaries, and Music Content Analysis
We present the concept of {\em adversarial audio} in the context of deep neural networks (DNNs) for music content analysis. An adversary is an algorithm that makes minor perturbations to an input that cause major repercussions ... -
?` El Caballo Viejo? Latin genre recognition with deep learning and spectral periodicity
(Springer, 2015-06-16)The ``winning'' system in the 2013 MIREX Latin Genre Classification Task was a deep neural network trained with simple features. An explanation for its winning performance has yet to be found. In previous work, we built ... -
?`El Caballo Viejo? Latin Genre Recognition with Deep Learning and Spectral Periodicity
The ``winning'' system in the 2013 MIREX Latin Genre Classification Task was a deep neural network trained with simple features. An explanation for its winning performance has yet to be found. In previous work, we built ... -
Designing with and for people living with visual impairments: audio-tactile mock-ups, audio diaries and participatory prototyping
(2015-01-01)© 2015 Taylor & Francis. Methods used to engage users in the design process often rely on visual techniques, such as paper prototypes, to facilitate the expression and communication of design ideas. The visual nature of ... -
Composing first species counterpoint with a variable neighbourhood search algorithm
(2012-12-26)In this article, a variable neighbourhood search (VNS) algorithm is developed that can generate musical fragments consisting of a melody for the cantus firmus and the first species counterpoint. The objective function of ... -
Tension ribbons: Quantifying and visualising tonal tension.
(2016-05-15) -
Sampling the extrema from statistical models of music with variable neighbourhood search.
(Michigan Publishing, 2014) -
FuX, an Android app that generates counterpoint.
(IEEE, 2013) -
Automatic detection of outliers in world music collections
(2016-06-08) -
An End-to-End Neural Network for Polyphonic Piano Music Transcription
(IEEE, 2016-02)We present a supervised neural network model for polyphonic piano music transcription. The architecture of the proposed model is analogous to speech recognition systems and comprises an acoustic model and a music language ...