We study the problem of estimating the fundamental frequencies of a signal containing
multiple harmonically related sinusoidal components using a novel block sparse signal …

In speech processing, the speech is often considered stationary within segments of 20-30
ms even though it is well known not to be true. In this paper, we take the nonstationarity of …

This work treats multi-pitch estimation, and in particular the common misclassification issue
wherein the pitch at half the true fundamental frequency, the sub-octave, is chosen instead …

In this work, we propose a novel multi-pitch estimation technique that is robust with respect
to the inharmonicity commonly occurring in many applications. The method does not require …

In this paper, a novel method for analyzing guitar performances is proposed. It is both fast
and effective at extracting the activated string, fret, and plucking position from guitar …

This thesis examines sparse statistical modeling on a range of applications in audio
modeling, audio localizations, DNA sequencing, and spectroscopy. In the examined cases …

This thesis considers sparse modeling and estimation of multi-pitch signals, ie, signals
whose frequency content can be described by superpositions of harmonic, or close-to …

This thesis is concerned with applications of sparse and robust modeling of various
parameter estimation problems in audio modeling, audio localizations, DNA sequencing …