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The Audio Degradation Toolbox and its Application to Robustness Evaluation
We introduce the Audio Degradation Toolbox (ADT) for the controlled degradation of audio signals, and propose its usage as a means of evaluating and comparing the robustness of audio processing algorithms. Music recordings ...
Representation of Musical Structure for a Computationally Feasible Integration with Audio-Based Methods
(Schloss Dagstuhl–Leibniz-Zentrum fuer Informatik, 2016-10-07)
In terms of terminology, “musical structure” has been used in several, different contexts. In one interpretation, musical structure is essentially equivalent to musical form, which can be considered as a genre or rather ...
Accounting for phase cancellations in non-negative matrix factorization using weighted distances
Techniques based on non-negative matrix factorization (NMF) have been successfully used to decompose a spectrogram of a music recording into a dictionary of templates and activations. While advanced NMF variants often yield ...
Piano transcription in the studio using an extensible alternating directions framework
© 2016 IEEE.Given a musical audio recording, the goal of automatic music transcription is to determine a score-like representation of the piece underlying the recording. Despite significant interest within the research ...
Score-Informed Source Separation for Musical Audio Recordings: An overview
(IEEE Explore, 2014-05)
In recent years, source separation has been a central research topic in music signal processing, with applications in stereo-to-surround up-mixing, remixing tools for disc jockeys or producers, instrument-wise equalizing, ...