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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 ...
The evolution of popular music: USA 1960-2010.
(2015-05)
In modern societies, cultural change seems ceaseless. The flux of fashion is especially obvious for popular music. While much has been written about the origin and evolution of pop, most claims about its history are anecdotal ...
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 ...