Centre for Digital Music (C4DM): Recent submissions
Now showing items 121-140 of 210
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Audio Effects: Theory, Implementation and Application
(CRC Press, 2014) -
Analysis, Visualization, and Transformation of Audio Signals Using Dictionary-based Methods
(Taylor & Francis (Routledge): SSH Titles, 2009-12-17) -
The scientific evaluation of music content analysis systems: Valid empirical foundations for future real-world impact
We discuss the problem of music content analysis within the formal framework of experimental design. -
Deep Learning and Music Adversaries
(IEEE Explore, 2015-09-10)An {\em adversary} is essentially an algorithm intent on making a classification system perform in some particular way given an input, e.g., increase the probability of a false negative. Recent work builds adversaries for ... -
Acoustic Scene Classification
(2015-05) -
An efficient temporally-constrained probabilistic model for multiple-instrument music transcription
(International Society for Music Information Retrieval, 2015-10-26)In this paper, an efficient, general-purpose model for multiple instrument polyphonic music transcription is proposed. The model is based on probabilistic latent component analysis and supports the use of sound state ... -
An evaluation framework for event detection using a morphological model of acoustic scenes
(arxiv, 2015-01)This paper introduces a model of environmental acoustic scenes which adopts a morphological approach by ab-stracting temporal structures of acoustic scenes. To demonstrate its potential, this model is employed to evaluate ... -
An End-to-End Neural Network for Polyphonic Music Transcription
(arxiv, 2015-08)We present a neural network model for polyphonic music transcription. The architecture of the proposed model is analogous to speech recognition systems and comprises an acoustic model and a music language mode}. The acoustic ...