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Audio inpainting: Evaluation of time-frequency ...

    https://www.sciencedirect.com/science/article/pii/S0165168418302433#:~:text=In%2C%2C%20it%20has%20been%20shown%20that%20this%20concept%2C,declipping%20of%20audio%20signals%20in%20similar%20inverse%20problems.
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Structured Sparsity for Audio Signals - univie.ac.at

    https://homepage.univie.ac.at/monika.doerfler/StrucAudio.html
    Structured Sparsity for Audio Signals. Introduction This webpage provides supplementary audio examples, visualizations, and source code for research results on structured sparsity applied to audio restoration and denoising. The …

(PDF) Structured sparsity for audio signals

    https://www.researchgate.net/publication/257291661_Structured_sparsity_for_audio_signals
    Most audio signals of importance for humans, in particular speech and music, are highly structured in time and frequency. Typically, salient signal components are …

Structured Sparsity for Audio Signals

    https://homepage.univie.ac.at/monika.doerfler/SoundObj.html
    If, for a given sparsity level it is not possible to sparsely represent some piece of the observed signal with a prescribed accuracy, we conclude that, in that part of the signal, a sound object is present. Learning and Evaluation Process with Dictionary representation of texture sounds:

CiteSeerX — SPARSITY AND STRUCTURE IN AUDIO …

    https://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.561.5753
    CiteSeerX - Document Details (Isaac Councill, Lee Giles, Pradeep Teregowda): Sparse and structured signal expansions on dictionaries (i.e. a collection of elementary wave-forms, called atoms) can be obtained through explicit modeling in the coefficient domain. For mu-sic signals, the most popular choice for dictionaries is the time-frequency representations.

Learning with Structured Sparsity - Journal of Machine ...

    https://jmlr.csail.mit.edu/papers/volume12/huang11b/huang11b.pdf
    structured sparsity. In addition to the above mentioned work, other structures have also been explored in the liter-ature. For example, so-called tonal and transient structures were considered for sparse decomposi-tion of audio signals in Daudet (2004). Grimm et al. (2007) investigated positive polynomials with

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