Sound Texture Modelling

In the PhD thesis “Sound Texture Modeling” we deal with statistical modelling or textural sounds like water, wind, rain, etc. For synthesis and classification. Our initial model is based on a wavelet tree signal decomposition and the modeling of the resulting sequence by means of a parametric probabilistic model, that can be situated within the family of models trainable via expectation maximization (hidden Markov tree model ). Our model is able to capture key characteristics of the source textures (water, rain, fire, applause, crowd chatter ), and faithfully reproduces some of the sound classes. In terms of a more general taxonomy of natural events proposed by Graver, we worked on models for natural event classification and segmentation. While the event labels comprise physical interactions between materials that do not have textural propierties in their enterity, those segmentation models can help in identifying textural portions of an audio recording useful for analysis and resynthesis. Following our work on concatenative synthesis of musical instruments, we have developed a pattern-based synthesis system, that allows to sonically explore a database of units by means of their representation in a perceptual feature space. Concatenative syntyhesis with “molecules” built from sparse atomic representations also allows capture low-level correlations in perceptual audio features, while facilitating the manipulation of textural sounds based on their physical and perceptual properties. We have approached the problem of sound texture modelling for synthesis from different directions, namely a low-level signal-theoretic point of view through a wavelet transform, and a more high-level point of view driven by perceptual audio features in the concatenative synthesis setting. The developed framework provides unified approach to the high-quality resynthesis of natural texture sounds. Our research is embedded within the Metaverse 1 European project (2008-2011), where our models are contributting as low level building blocks within a semi-automated soundscape generation system.

Maturation protéolytique et sécrétion de la rénine: importance fonctionnelle de la pro-région

RÉSUMÉ Le système rénine-angiotensine joue un rôle prépondérant dans la régulation de la pression sanguine et de la balance des sels ainsi que dans d'autres processus physiologiques et pathologiques. Lorsque la pression sanguine est trop basse, les cellules juxtaglomérulaires sécrètent la rénine, qui clivera l'angiotensinogène circulant (sécrété majoritairement par le foie) pour libérer l'angiotensine I, qui sera alors transformée en angiotensine II par l'enzyme de conversion de l'angiotensine. Ce système est régulé au niveau de la sécrétion de la rénine par le rein. La rénine est une enzyme de type protéase aspartique. Elle est produite sous la forme d'un précurseur inactif de haut poids moléculaire appelé prorénine, qui peut être transformé en rénine active. Si le rôle de la prorégion de la rénine n'est pas encore connu, plusieurs études ont montré qu'elle pourrait être un auto-inhibiteur. Des travaux menés sur d'autres enzymes protéolytique ont mis en évidence un rôle de chaperon de leurs prorégions. Dans la circulation, la prorénine est majoritaire (90%) et la rénine active ne représente que 10% de la rénine circulante. L'enzyme qui transforme, in vivo, la prorénine en rénine active n'est pas connue. De même, l'endroit précis du clivage n'est pas élucidé. Dans ce travail, nous avons généré plusieurs mutants de la prorénine et les avons exprimés dans deux types cellulaires : les CV1 (modèle constitutif) et AtT-20 (modèle régulé). Nous avons montré que la prorégion joue un rôle important aussi bien dans l'acquisition de l'activité enzymatique que dans la sécrétion de la rénine, mais fonctionne différemment d'un type cellulaire à l'autre. Nous avons montré pour la première fois que la prorégion interagit de façon intermoléculaire à l'intérieur de la cellule. Les expériences de complémentation montre que l'interaction favorable de la rénine avec la prorégion dépend de la taille de cette dernière : prorénine (383 acides aminés) > pro62 (62 acides aminés) > pro43 (43 acides aminés). Par ailleurs nos résultats montrent qu'une faible partie de la rénine est dirigée vers la voie de sécrétion régulée classique tandis que la majorité est dirigée vers les lysosomes. Ceci suggère qu'une internalisation de la rénine circulante via le récepteur mannose-6-phosphate est possible. Cette dernière concernerait essentiellement la prorénine (dont les taux circulants sont 10 fois plus élevés que la rénine active). La suite de ce travail porterait sur la confirmation de cette hypothèse et l'identification de son possible rôle physiologique. SUMMARY The renin-angiotensin system is critical for the control of blood pressure and salt balance and other physiological and pathological processes. When blood pressure is too low, renin is secreted by the juxtaglomerular cells. It will cleave the N-terminus of circulating angiotensinogen (mostly secreted by the liver) to angiotensin-1, which is then transformed in angiotensin-II by the angiotensin-converting-enzyme (ACE). This system is regulated at the level of renin release. Renin, an aspartyl protease, is produced from a larger precursor (called prorenin) which is matured into active renin. Although the role of the renin proregion remains unknown, it has been reported that it could act as an autoinhibitor. Works on other proteolytic enzymes showed that their prorégion can act as chaperones. prorenin is the major circulating form of renin, while active renin represents only 10%. The enzyme which transforms, in vivo, the prorenin into active renin is unknown and the exact cleavage site remains to be elucidated. In this study, we generated some prorenin mutants, which were expressed in CV1 cells (constitutive pathway model) or AtT-20 cells (regulated pathway model). We showed that the proregion plays a pivotal role in the enzymatic activity and secretion of renin in a different manner in the two cell types. For the first time, it has been demonstrated that the proregion acts in an intermolecular way into the cell. Complementation assays showed that interaction between renin and proregion depends on the size of the proregion: prorenin (383 amino acids) > pro62 (62 amino acids) > pro43 (43 amino acids). Furthermore, our results showed that only a small amount of the cellular renin pool is targeted to the "canonical" regulated pathway and that the remaining is targeted to the lysosomes. Those results suggest a possible internalizátion of the circulating renin through the mannose-6-phosphate receptor pathway. This would mostly concern the prorenin (whose levels are ten times higher than active renin). Further studies would confirm or infirm this hypothesis and elucidate a potential physiological role.

MoveOn.org : activistes a un clic

Com l'apropiació de la tecnologia associada a Intenet transforma la mobilització social i política mediada per computador als Estats Units el 2004. Estudi del cas de MoveOn.org

Modelling the mechanical aspects of the curing process of magneto-sensitive elastomeric materials

In this paper, a phenomenologically motivated magneto-mechanically coupled finite strain elastic framework for simulating the curing process of polymers in the presence of a magnetic load is proposed. This approach is in line with previous works by Hossain and co-workers on finite strain curing modelling framework for the purely mechanical polymer curing (Hossain et al., 2009b). The proposed thermodynamically consistent approach is independent of any particular free energy function that may be used for the fully-cured magneto-sensitive polymer modelling, i.e. any phenomenological or micromechanical-inspired free energy can be inserted into the main modelling framework. For the fabrication of magneto-sensitive polymers, micron-size ferromagnetic particles are mixed with the liquid matrix material in the uncured stage. The particles align in a preferred direction with the application of a magnetic field during the curing process. The polymer curing process is a complex (visco) elastic process that transforms a fluid to a solid with time. Such transformation process is modelled by an appropriate constitutive relation which takes into account the temporal evolution of the material parameters appearing in a particular energy function. For demonstration in this work, a frequently used energy function is chosen, i.e. the classical Mooney-Rivlin free energy enhanced by coupling terms. Several representative numerical examples are demonstrated that prove the capability of our approach to correctly capture common features in polymers undergoing curing processes in the presence of a magneto-mechanical coupled load.

Implementació en Geomedia PRO d'un exportador a KML per visualitzar dades 4D en Google Earth

Treball consistent en la construcció d'un exportador a format KML de mapes temàtics pel producte Geomedia PRO 6.1 possibilitant l'observació del component del temps sobre un globus virtual com és Google Earth. Mitjançant les dades de la xarxa XEMEC, es mostrarà un mapa temàtic d'exemple amb les dades d'intensitat i direcció del vent recollides en un període d'un any.

Multivariate ARIMA Compositional Time Series Analysis

A compositional time series is obtained when a compositional data vector is observed atdifferent points in time. Inherently, then, a compositional time series is a multivariatetime series with important constraints on the variables observed at any instance in time.Although this type of data frequently occurs in situations of real practical interest, atrawl through the statistical literature reveals that research in the field is very much in itsinfancy and that many theoretical and empirical issues still remain to be addressed. Anyappropriate statistical methodology for the analysis of compositional time series musttake into account the constraints which are not allowed for by the usual statisticaltechniques available for analysing multivariate time series. One general approach toanalyzing compositional time series consists in the application of an initial transform tobreak the positive and unit sum constraints, followed by the analysis of the transformedtime series using multivariate ARIMA models. In this paper we discuss the use of theadditive log-ratio, centred log-ratio and isometric log-ratio transforms. We also presentresults from an empirical study designed to explore how the selection of the initialtransform affects subsequent multivariate ARIMA modelling as well as the quality ofthe forecasts

Real-Time implementation of a blind authentication method using self-synchronous speech watermarking

A blind speech watermarking scheme that meets hard real-time deadlines is presented and implemented. In addition, one of the key issues in these block-oriented watermarking techniques is to preserve the synchronization. Namely, to recover the exact position of each block in the mark extract process. In fact, the presented scheme can be split up into two distinguished parts, the synchronization and the information mark methods. The former is embedded into the time domain and it is fast enough to be run meeting real-time requirements. The latter contains the authentication information and it is embedded into the wavelet domain. The synchronization and information mark techniques are both tunable in order to allow a con gurable method. Thus, capacity, transparency and robustness can be con gured depending on the needs. It makes the scheme useful for professional applications, such telephony authentication or even sending information throw radio applications.

Counterexamples to some pointwise estimates of the maximal Cauchy transform in terms of the Cauchy transform

Motivated by the work of Mateu, Orobitg, Pérez and Verdera, who proved inequalities of the form $T_*f\lesssim M(Tf)$ or $T_*f\lesssim M^2(Tf)$ for certain singular integral operators $T$, such as the Hilbert or the Beurling transforms, we study the possibility of establishing this type of control for the Cauchy transform along a Lipschitz graph. We show that this is not possible in general, and we give a partial positive result when the graph is substituted by a Jordan curve.

Respiratory syncytial virus seasonality in Brazil: implications for the immunisation policy for at-risk populations

Respiratory syncytial virus (RSV) infection is the leading cause of hospitalisation for respiratory diseases among children under 5 years old. The aim of this study was to analyse RSV seasonality in the five distinct regions of Brazil using time series analysis (wavelet and Fourier series) of the following indicators: monthly positivity of the immunofluorescence reaction for RSV identified by virologic surveillance system, and rate of hospitalisations per bronchiolitis and pneumonia due to RSV in children under 5 years old (codes CID-10 J12.1, J20.5, J21.0 and J21.9). A total of 12,501 samples with 11.6% positivity for RSV (95% confidence interval 11 - 12.2), varying between 7.1 and 21.4% in the five Brazilian regions, was analysed. A strong trend for annual cycles with a stable stationary pattern in the five regions was identified through wavelet analysis of the indicators. The timing of RSV activity by Fourier analysis was similar between the two indicators analysed and showed regional differences. This study reinforces the importance of adjusting the immunisation period for high risk population with the monoclonal antibody palivizumab taking into account regional differences in seasonality of RSV.

Analysis of multi-scale systemic risk in Brazil's financial market

This work analyzes whether the relationship between risk and returns predicted by the Capital Asset Pricing Model (CAPM) is valid in the Brazilian stock market. The analysis is based on discrete wavelet decomposition on different time scales. This technique allows to analyze the relationship between different time horizons, since the short-term ones (2 to 4 days) up to the long-term ones (64 to 128 days). The results indicate that there is a negative or null relationship between systemic risk and returns for Brazil from 2004 to 2007. As the average excess return of a market portfolio in relation to a risk-free asset during that period was positive, it would be expected this relationship to be positive. That is, higher systematic risk should result in higher excess returns, which did not occur. Therefore, during that period, appropriate compensation for systemic risk was not observed in the Brazilian market. The scales that proved to be most significant to the risk-return relation were the first three, which corresponded to short-term time horizons. When treating differently, year-by-year, and consequently separating positive and negative premiums, some relevance is found, during some years, in the risk/return relation predicted by the CAPM. However, this pattern did not persist throughout the years. Therefore, there is not any evidence strong enough confirming that the asset pricing follows the model.

Multi-parametric evaluation of sit-to-stand and stand-to-sit transitions in elderly people.

The aim of this study was to extract multi-parametric measures characterizing different features of sit-to-stand (Si-St) and stand-to-sit (St-Si) transitions in older persons, using a single inertial sensor attached to the chest. Investigated parameters were transition's duration, range of trunk tilt, smoothness of transition pattern assessed by its fractal dimension, and trunk movement's dynamic described by local wavelet energy. A measurement protocol with a Si-St followed by a St-Si postural transition was performed by two groups of participants: the first group (N=79) included Frail Elderly subjects admitted to a post-acute rehabilitation facility and the second group (N=27) were healthy community-dwelling elderly persons. Subjects were also evaluated with Tinetti's POMA scale. Compared to Healthy Elderly persons, frail group at baseline had significantly longer Si-St (3.85±1.04 vs. 2.60±0.32, p=0.001) and St-Si (4.08±1.21 vs. 2.81±0.36, p=0.001) transition's duration. Frail older persons also had significantly decreased smoothness of Si-St transition pattern (1.36±0.07 vs. 1.21±0.05, p=0.001) and dynamic of trunk movement. Measurements after three weeks of rehabilitation in frail older persons showed that smoothness of transition pattern had the highest improvement effect size (0.4) and discriminative performance. These results demonstrate the potential interest of such parameters to distinguish older subjects with different functional and health conditions.

Self-potential investigations of a gravel bar in a restored river corridor

Self-potentials (SP) are sensitive to water fluxes and concentration gradients in both saturated and unsaturated geological media, but quantitative interpretations of SP field data may often be hindered by the superposition of different source contributions and time-varying electrode potentials. Self-potential mapping and close to two months of SP monitoring on a gravel bar were performed to investigate the origins of SP signals at a restored river section of the Thur River in northeastern Switzerland. The SP mapping and subsequent inversion of the data indicate that the SP sources are mainly located in the upper few meters in regions of soil cover rather than bare gravel. Wavelet analyses of the time-series indicate a strong, but non-linear influence of water table and water content variations, as well as rainfall intensity on the recorded SP signals. Modeling of the SP response with respect to an increase in the water table elevation and precipitation indicate that the distribution of soil properties in the vadose zone has a very strong influence. We conclude that the observed SP responses on the gravel bar are more complicated than previously proposed semi-empiric relationships between SP signals and hydraulic head or the thickness of the vadose zone. We suggest that future SP monitoring in restored river corridors should either focus on quantifying vadose zone processes by installing vertical profiles of closely spaced SP electrodes or by installing the electrodes within the river to avoid signals arising from vadose zone processes and time-varying electrochemical conditions in the vicinity of the electrodes.

Bubbly collateral and economic activity

This paper develops a model of the bubbly economy and uses it to study the effects of bailoutpolicies. In the bubbly economy, weak enforcement institutions do not allow firms to pledge futurerevenues to their creditors. As a result, "fundamental" collateral is scarce and this impairs the intermediationprocess that transforms savings into capital. To overcome this shortage of "fundamental"collateral, the bubbly economy creates "bubbly" collateral. This additional collateral supports anintricate array of intra- and inter-generational transfers that allow savings to be transformed intocapital and bubbles. Swings in investor sentiment lead to fluctuations in the amount of bubblycollateral, giving rise to bubbly business cycles with very rich and complex dynamics.Bailout policies can affect these dynamics in a variety of ways. Expected bailouts provideadditional collateral and expand investment and the capital stock. Realized bailouts reduce thesupply of funds and contract investment and the capital stock. Thus, bailout policies tend to fosterinvestment and growth in normal times, but to depress investment and growth during crisis periods.We show how to design bailout policies that maximize various policy objectives.

Notes on stochastic choice

A general formalism on stochastic choice is presented. Tje Rationalizability and Recoverability (Identification) problems are discussed. For the identification issue parametric examples are analyzed by means of techniques of mathematical tomography (Random transforms).

Courbe d'apprentissage lors de la réalisation des DALKs (Deep Anterior Lamellar Keratoplasty) : pièges et complications lors de nos 20 premières procédures

Objectif Analyser les résultats, les complications et les pièges rencontrés lors de la période d'apprentissage de la technique de la DALK avec réalisation d'une Big Bubble . Matériels et Méthodes : Étude rétrospective de 20 DALKs réalisées entre 2006 et 2007. L'âge moyen était de 45.21 ans (18 à 76). Le groupe comprenait 7 hommes et 13 femmes. Les indications opératoires étaient : kératocône (n=15), leucome herpétique (n=3) et taie cornéenne post-abcès bactérien (n=2). Le suivi comprenait la MAVC pré et post-opératoire, la réfraction post-opératoire, la transparence de la greffe, la qualité de l'interface donneur/receveur, et l'analyse des complications per et post-opératoires. Résultats Parmi les 20 DALKs, 8 cas ont été transformés en kératoplastie perforante à cause d'une perforation per-opératoire de la membrane de Descemet (40 % des cas). Le suivi moyen était de 7.77 mois. Les meilleures acuités visuelles corrigées moyennes pré et post-opératoires étaient de 0.158 (0.02 à 0.4) et 0.4357 (0.25 à 0.6) pour les DALKs et de 0.125 (0.1 à 0.3) et 0.463 (0.02 à 0.8) pour les DALKs transformées en kératoplastie perforante. Les greffes étaient transparentes dans tous les cas. Dans 3 cas, des plis de l'interface ont constitués une gêne de la qualité visuelle (di ou triplopie). Un haze de l'interface a été observé dans 5 cas avec disparition progressive lors du suivi. Discussion La DALK est une technique efficace dans le traitement des atteintes stromales profondes de la cornée, elle permet de préserver l'endothélium du donneur qui est sain dans ce type de pathologie. Conclusion La réalisation de la Big Bubble lors de la dissection de la Descemet et la qualité de l'interface donneur/receveur demeurent les éléments clés d'une telle procédure. Cette technique opératoire est probablement une des techniques les plus difficiles qu'un chirurgien de la cornée ait à maîtriser.