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Sparse Regression in Time-Frequency …

    https://ofai.at/papers/oefai-tr-2010-08.pdf
    time-frequency domain. We also apply our approach to the problem of auditory scene description, i.e. source identifi - cation in a complex audio mixture. 1. INTRODUCTION Time-frequency representations such as the spectrogram or short-time Fourier transform seem to be well suited for the representation of music. However, due to the uncer-

(PDF) Sparse Regression in Time-Frequency …

    https://www.researchgate.net/publication/268401607_Sparse_Regression_in_Time-Frequency_Representations_of_Complex_Audio
    Time-frequency representations are commonly used tools for the representation of audio and in particular music sig-nals. From a theoretical point of view, these representa-tions are linked to ...

Sparse Regression in Time-Frequency Representations of ...

    https://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.587.2919
    time-frequency representation sparse regression complex audio convenient reconstruction method so-called sparse representation coefficient 1-penalization term source identifi-cation complex audio mixture gabor frame used tool auditory scene description localized component tight frame time-frequency domain iterative algorithm theoretical point ...

Sparse time-frequency representations - PNAS

    https://www.pnas.org/content/103/16/6094
    The fraction of the time-frequency plane occupied by the support of the distribution decreases as the sequence becomes longer, as in Fig. 3; therefore, reassigned distributions are sparse in the time-frequency plane. Sparse representations are of great interest in neuroscience (41–43), particularly in auditory areas, because most neurons in the primary …

Sparse audio representations using the MCLT - …

    https://www.sciencedirect.com/science/article/pii/S016516840500215X
    We consider sparse representations of audio based around the modulated complex lapped transform (MCLT) and a generalized iteratively reweighted least …

Sparse audio representations using the MCLT

    https://www.researchgate.net/publication/228652564_Sparse_audio_representations_using_the_MCLT
    Time-frequency representations are commonly used tools for the representation of audio and in particular music sig-nals. From a theoretical point of view, these representa-tions are linked to ...

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