Emotion transplantation through adaptation in HMM-based speech synthesis

This paper proposes an emotion transplantation method capable of modifying a synthetic speech model through the use of CSMAPLR adaptation in order to incorporate emotional information learned from a different speaker model while maintaining the identity of the original speaker as much as possible. The proposed method relies on learning both emotional and speaker identity information by means of their adaptation function from an average voice model, and combining them into a single cascade transform capable of imbuing the desired emotion into the target speaker. This method is then applied to the task of transplanting four emotions (anger, happiness, sadness and surprise) into 3 male speakers and 3 female speakers and evaluated in a number of perceptual tests. The results of the evaluations show how the perceived naturalness for emotional text significantly favors the use of the proposed transplanted emotional speech synthesis when compared to traditional neutral speech synthesis, evidenced by a big increase in the perceived emotional strength of the synthesized utterances at a slight cost in speech quality. A final evaluation with a robotic laboratory assistant application shows how by using emotional speech we can significantly increase the students’ satisfaction with the dialog system, proving how the proposed emotion transplantation system provides benefits in real applications.

Experimental infection model for Sin Nombre hantavirus in the deer mouse (Peromyscus maniculatus)

The relationship between hantaviruses and their reservoir hosts is not well understood. We successfully passaged a mouse-adapted strain of Sin Nombre virus from deer mice (Peromyscus maniculatus) by i.m. inoculation of 4- to 6-wk-old deer mouse pups. After inoculation with 5 ID50, antibodies to the nucleocapsid (N) antigen first became detectable at 14 d whereas neutralizing antibodies were detectable by 7 d. Viral N antigen first began to appear in heart, lung, liver, spleen, and/or kidney by 7 d, whereas viral RNA was present in those tissues as well as in thymus, salivary gland, intestine, white fat, and brown fat. By 14 d nearly all tissues examined displayed both viral RNA and N antigen. We noted no consistent histopathologic changes associated with infection, even when RNA load was high. Viral RNA titers peaked on 21 d in most tissues, then began to decline by 28 d. Infection persisted for at least 90 d. The RNA titers were highest in heart, lung, and brown fat. Deer mice can be experimentally infected with Sin Nombre virus, which now allows provocative examination of the virus-host relationship. The prominent involvement of heart, lung, and brown fat suggests that these sites may be important tissues for early virus replication or for maintenance of the virus in nature.

A model of long-term memory storage in the cerebellar cortex: A possible role for plasticity at parallel fiber synapses onto stellate/basket interneurons

By evoking changes in climbing fiber activity, movement errors are thought to modify synapses from parallel fibers onto Purkinje cells (pf*Pkj) so as to improve subsequent motor performance. Theoretical arguments suggest there is an intrinsic tradeoff, however, between motor adaptation and long-term storage. Assuming a baseline rate of motor errors is always present, then repeated performance of any learned movement will generate a series of climbing fiber-mediated corrections. By reshuffling the synaptic weights responsible for any given movement, such corrections will degrade the memories for other learned movements stored in overlapping sets of synapses. The present paper shows that long-term storage can be accomplished by a second site of plasticity at synapses from parallel fibers onto stellate/basket interneurons (pf*St/Bk). Plasticity at pf*St/Bk synapses can be insulated from ongoing fluctuations in climbing fiber activity by assuming that changes in pf*St/Bk synapses occur only after changes in pf*Pkj synapses have built up to a threshold level. Although climbing fiber-dependent plasticity at pf*Pkj synapses allows for the exploration of novel motor strategies in response to changing environmental conditions, plasticity at pf*St/Bk synapses transfers successful strategies to stable long-term storage. To quantify this hypothesis, both sites of plasticity are incorporated into a dynamical model of the cerebellar cortex and its interactions with the inferior olive. When used to simulate idealized motor conditioning trials, the model predicts that plasticity develops first at pf*Pkj synapses, but with additional training is transferred to pf*St/Bk synapses for long-term storage.

PCR candidate region mismatch scanning: adaptation to quantitative, high-throughput genotyping

Linkage and association analyses were performed to identify loci affecting disease susceptibility by scoring previously characterized sequence variations such as microsatellites and single nucleotide polymorphisms. Lack of markers in regions of interest, as well as difficulty in adapting various methods to high-throughput settings, often limits the effectiveness of the analyses. We have adapted the Escherichia coli mismatch detection system, employing the factors MutS, MutL and MutH, for use in PCR-based, automated, high-throughput genotyping and mutation detection of genomic DNA. Optimal sensitivity and signal-to-noise ratios were obtained in a straightforward fashion because the detection reaction proved to be principally dependent upon monovalent cation concentration and MutL concentration. Quantitative relationships of the optimal values of these parameters with length of the DNA test fragment were demonstrated, in support of the translocation model for the mechanism of action of these enzymes, rather than the molecular switch model. Thus, rapid, sequence-independent optimization was possible for each new genomic target region. Other factors potentially limiting the flexibility of mismatch scanning, such as positioning of dam recognition sites within the target fragment, have also been investigated. We developed several strategies, which can be easily adapted to automation, for limiting the analysis to intersample heteroduplexes. Thus, the principal barriers to the use of this methodology, which we have designated PCR candidate region mismatch scanning, in cost-effective, high-throughput settings have been removed.

Two mechanisms for transducer adaptation in vertebrate hair cells

Deflection of the hair bundle atop a sensory hair cell modulates the open probability of mechanosensitive ion channels. In response to sustained deflections, hair cells adapt. Two fundamentally distinct models have been proposed to explain transducer adaptation. Both models support the notion that channel open probability is modulated by calcium that enters via the transduction channels. Both also suggest that the primary effect of adaptation is to shift the deflection-response [I(X)] relationship in the direction of the applied stimulus, thus maintaining hair bundle sensitivity. The models differ in several respects. They operate on different time scales: the faster on the order of a few milliseconds or less and the slower on the order of 10 ms or more. The model proposed to explain fast adaptation suggests that calcium enters and binds at or near the transduction channels to stabilize a closed conformation. The model proposed to explain the slower adaptation suggests that adaptation is mediated by an active, force-generating process that regulates the effective stimulus applied to the transduction channels. Here we discuss the evidence in support of each model and consider the possibility that both may function to varying degrees in hair cells of different species and sensory organs.

Flower color variation: A model for the experimental study of evolution

We review the study of flower color polymorphisms in the morning glory as a model for the analysis of adaptation. The pathway involved in the determination of flower color phenotype is traced from the molecular and genetic levels to the phenotypic level. Many of the genes that determine the enzymatic components of flavonoid biosynthesis are redundant, but, despite this complexity, it is possible to associate discrete floral phenotypes with individual genes. An important finding is that almost all of the mutations that determine phenotypic differences are the result of transposon insertions. Thus, the flower color diversity seized on by early human domesticators of this plant is a consequence of the rich variety of mobile elements that reside in the morning glory genome. We then consider a long history of research aimed at uncovering the ecological fate of these various flower phenotypes in the southeastern U.S. A large body of work has shown that insect pollinators discriminate against white phenotypes when white flowers are rare in populations. Because the plant is self-compatible, pollinator bias causes an increase in self-fertilization in white maternal plants, which should lead to an increase in the frequency of white genes, according to modifier gene theory. Studies of geographical distributions indicate other, as yet undiscovered, disadvantages associated with the white phenotype. The ultimate goal of connecting ecology to molecular genetics through the medium of phenotype is yet to be attained, but this approach may represent a model for analyzing the translation between these two levels of biological organization.

Altered potassium balance and aldosterone secretion in a mouse model of human congenital long QT syndrome

The voltage-dependent K+ channel responsible for the slowly activating delayed K+ current IKs is composed of pore-forming KCNQ1 and regulatory KCNE1 subunits, which are mutated in familial forms of cardiac long QT syndrome. Because KCNQ1 and KCNE1 genes also are expressed in epithelial tissues, such as the kidneys and the intestine, we have investigated the adaptation of KCNE1-deficient mice to different K+ and Na+ intakes. On a normal K+ diet, homozygous kcne1−/− mice exhibit signs of chronic volume depletion associated with fecal Na+ and K+ wasting and have lower plasma K+ concentration and higher levels of aldosterone than wild-type mice. Although plasma aldosterone can be suppressed by low K+ diets or stimulated by low Na+ diets, a high K+ diet provokes a tremendous increase of plasma aldosterone levels in kcne1−/− mice as compared with wild-type mice (7.1-fold vs. 1.8-fold) despite lower plasma K+ in kcne1−/− mice. This exacerbated aldosterone production in kcne1−/− mice is accompanied by an abnormally high plasma renin concentration, which could partly explain the hyperaldosteronism. In addition, we found that KCNE1 and KCNQ1 mRNAs are expressed in the zona glomerulosa of adrenal glands where IKs may directly participate in the control of aldosterone production by plasma K+. These results, which show that KCNE1 and IKs are involved in K+ homeostasis, might have important implications for patients with IKs-related long QT syndrome, because hypokalemia is a well known risk factor for the occurrence of torsades de pointes ventricular arrhythmia.

Cultural variation in Africa: role of mechanisms of transmission and adaptation.

Cultural inheritance can be considered as a mechanism of adaptation made possible by communication, which has reached its greatest development in humans and can allow long-term conservation or rapid change of culturally transmissible traits depending on circumstances and needs. Conservativeness/flexibility is largely modulated by mechanisms of sociocultural transmission. An analysis was carried out by testing the fit of three models to 47 cultural traits (classified in six groups) in 277 African societies. Model A (demic diffusion) is conservation over generations, as shown by correlations of cultural traits with language, used as a measure of historical connection. Model B (environmental adaptation) is measured by correlation to the natural environment. Model C (cultural diffusion) is the spread to neighbors by social contact in an epidemic-like fashion and was tested by measuring the tightness of geographic clustering of the traits. Most traits examined, in particular those affecting family structure and kinship, showed great conservation over generations, as shown by the fit of model A. They are most probably transmitted by family members. This is in agreement with the theoretical demonstration that cultural transmission in the family (vertical) is the most conservative one. Some traits show environmental effects, indicating the importance of adaptation to physical environment. Only a few of the 47 traits showed tight geographic clustering indicating that their spread to nearest neighbors follows model C, as is usually the case for transmission among unrelated people (called horizontal transmission).

Identification and characterization of periplasmic proteins implicated in the adaptation of Helicobacter pylori to the human gastric niche

Helicobacter pylori è un batterio Gram-negativo in grado di colonizzare la mucosa gastrica umana e persistere per l'intero arco della vita dell'ospite. E' associato a patologie gastrointestinali, quali gastrite cronica, ulcere gastriche e duodenali, adenocarcinomi e linfomi gastrici. Si tratta di uno dei patogeni più diffusi, presente in circa metà della popolazione mondiale, e il solo che si è adattato a vivere nell'ambiente ostile dello stomaco umano. Molteplici sono i fattori di virulenza che permettono al batterio la colonizzazione della nicchia gastrica e contribuiscono, anche attraverso l' induzione di una risposta infiammatoria, a profonde modificazioni dell' omeostasi gastrica. Queste ultime si associano, ad esempio, all'iperproduzione di fattori proinfiammatori, ad alterazioni sia della regolazione della secrezione acida gastrica sia del ciclo cellulare e della morte cellulare programmata (apoptosi) delle cellule epiteliali gastriche, a disordini nel metabolismo del ferro e a carenze di elementi essenziali. Studi sulla diversità genetica di H. pylori osservata in ceppi isolati da varie regioni del mondo, dimostrano che tale batterio ha avuto una coevoluzione col genere umano attraverso la storia, ed è verosimile che H. pylori sia stato un costituente del microbiota gastrico per almeno 50.000 anni. Scopo della tesi è stato quello di identificare e caratterizzare proteine importanti per la colonizzazione e l'adattamento di H. pylori alla nicchia gastrica. In particolare gli sforzi si sono concentrati su due proteine periplasmatiche, la prima coinvolta nella difesa antiossidante (l'enzima catalasi-like, HP0485), e la seconda nel trasporto di nutrienti presenti nell'ambiente dello stomaco all'interno della cellula (la componente solubile di un ABC transporter, HP0298). La strategia utilizzata prevede un'analisi bioinformatica preliminare, l'ottenimento del gene per amplificazione, mediante PCR, dal genoma dell'organismo, la costruzione di un vettore per il clonaggio, l'espressione eterologa in E. coli e la successiva purificazione. La proteina così ottenuta viene caratterizzata mediante diverse tecniche, quali spettroscopia UV, dicroismo circolare, gel filtrazione analitica, spettrometria di massa. Il capitolo 1 contiene un'introduzione generale sul batterio, il capitolo 2 e il capitolo 3 descrivono gli studi relativi alle due proteine e sono entrambi suddivisi in un abstract iniziale, un'introduzione, la presentazione dei risultati, la discussione di questi ultimi, i materiali e i metodi utilizzati. La catalasi-like (HP0485) è una proteina periplasmatica con struttura monomerica, appartenente ad una famiglia di enzimi a funzione per la maggior parte sconosciuta, ma evolutivamente correlati alla ben nota catalasi, attore fondamentale nella difesa di H. pylori, grazie alla sua azione specifica di rimozione dell'acqua ossigenata. HP0485, pur conservando il fold catalasico e il legame al cofattore eme, non può compiere la reazione di dismutazione dell'acqua ossigenata; possiede invece un'attività perossidasica ad ampio spettro, essendo in grado di accoppiare la riduzione del perossido di idrogeno all'ossidazione di diversi substrati. Come la catalasi, lavora ad alte concentrazioni di aqua ossigenata e non arriva a saturazione a concentrazioni molto elevate di questo substrato (200 mM); la velocità di reazione catalizzata rimane lineare anche a questi valori, aspetto che la differenzia dalle perossidasi che vengono in genere inattivate da concentrazioni di perossido di idrogeno superiori a 10-50 mM. Queste caratteristiche di versatilità e robustezza suggeriscono che la catalasi-like abbia un ruolo di scavenger dell'acqua ossigenata e probabilmente anche un'altra funzione connessa al suo secondo substrato, ossia l'ossidazione di composti nello spazio periplasmatico cellulare. Oltre alla caratterizzazione dell'attività è descritta anche la presenza di un ponte disolfuro, conservato nelle catalasi-like periplasmatiche, con un ruolo nell'assemblaggio dell'eme per ottenere un enzima attivo e funzionale. La proteina periplasmatica HP0298, componente di un sistema di trasporto ABC, è classificata come trasportatore di dipeptidi e appartiene a una famiglia di proteine in grado di legare diversi substrati, tra cui di- e oligopeptidi, nichel, eme, glutatione. Benchè tutte associate a trasportatori di membrana batterici, queste proteine presentano un dominio di legame al substrato che risulta essere conservato nei domini extracellulari di recettori specifici di mammifero e uomo. Un esempio sono i recettori ionotropici e metabotropici del sistema nervoso. Per caratterizzare questa proteina è stato messo a punto un protocollo di ligand-fishing accoppiato alla spettrometria di massa. La proteina purificata, avente un tag di istidine, è stata incubata con un estratto cellulare di H. pylori per poter interagire con il suo substrato specifico all'interno dell'ambiente naturale in cui avviene il legame. Il complesso proteina-ligando è stato poi purificato per cromatografia di affinità e analizzato mediante HPLC-MS. L'identificazione dei picchi differenziali tra campioni con la proteina e 5 campioni di controllo ha portato alla caratterizzazione di pentapeptidi particolarmente ricchi in aminoacidi idrofobici e con almeno un residuo carico negativamente. Considerando che H. pylori necessita di alcuni aminoacidi essenziali, per la maggior parte idrofobici, e che lo stomaco umano è particolarmente ricco di peptidi prodotti dalla digestione delle proteine introdotte con il cibo, il ruolo fisiologico di HP0298 potrebbe essere l'internalizzazione di peptidi, con caratteristiche specifiche di lunghezza e composizione, che sono naturalmente presenti nella nicchia gastrica.

Towards the Consideration of the U.S. Community College Model to Address the Need for Higher Education Reforms in Ghana

ABSTRACT The higher education systems throughout the continent of Africa are undergoing unprecedented challenges and are considered in crisis. African countries, including Ghana, all have in common ties to their colonial legacy whereby they are confronted with weak policies put in place by their colonizers. Having gained their independence, Africans should now take responsibility for the task of reforming their higher education system. To date, nothing substantial has been accomplished, with serious implications for weakening and damaging the structures of the foundation of their educational systems. This qualitative, single case study utilized a postcolonial theory-critical pedagogy framework, providing guidance for coming to grips with the mindset posed by Ghana's colonial heritage in the postcolonial era, especially in terms of its damaging effects on Ghana's higher education system. The study explores alternative pathways for secondary school students to transition to tertiary education--a problematic transition that currently hinders open access to all and equality in educational opportunity, resulting in a tremendous pool of discontinued students. This transitional problem is directly related to Ghana's crisis in higher education with far reaching consequences. The alternative pathway considered in this study is an adaptation of the U.S. community college model or an integration of its applicable aspects into the current structures of the higher education system already in place. In-depth interviews were conducted with 5 Ghanaian professors teaching at community colleges in the United States, 5 Ghanaian professors teaching at universities in Ghana, and 2 educational consultants from the Ghanaian Ministry of Education. Based on their perspectives of the current state of Ghanaian higher education, analyzed in terms of pedagogy, structure/infrastructure, and curriculum, the participants provided their perceptions of salient aspects of the U.S. community college model that would be applicable to Ghana's situation, along with other recommendations. Access to all, including equality of educational opportunity, was considered essential, followed by adaptability, affordability, practicality, and quality of curriculum content and delivery. Canada's successful adaptation of the U.S. model was also discussed. Findings can help guide consideration of alternative pathways to higher education in Ghana and Africa as a whole.

Mathematical approach for predicting non-negative tristimulus values using the CAT02 chromatic adaptation transform

It has been reported that for certain colour samples, the chromatic adaptation transform CAT02 imbedded in the CIECAM02 colour appearance model predicts corresponding colours with negative tristimulus values (TSVs), which can cause problems in certain applications. To overcome this problem, a mathematical approach is proposed for modifying CAT02. This approach combines a non-negativity constraint for the TSVs of corresponding colours with the minimization of the colour differences between those values for the corresponding colours obtained by visual observations and the TSVs of the corresponding colours predicted by the model, which is a constrained non-linear optimization problem. By solving the non-linear optimization problem, a new matrix is found. The performance of the CAT02 transform with various matrices including the original CAT02 matrix, and the new matrix are tested using visual datasets and the optimum colours. Test results show that the CAT02 with the new matrix predicted corresponding colours without negative TSVs for all optimum colours and the colour matching functions of the two CIE standard observers under the test illuminants considered. However, the accuracy with the new matrix for predicting the visual data is approximately 1 CIELAB colour difference unit worse compared with the original CAT02. This indicates that accuracy has to be sacrificed to achieve the non-negativity constraint for the TSVs of the corresponding colours.

3D model based map building

Comunicación presentada en el IX Workshop de Agentes Físicos (WAF'2008), Vigo, 11-12 septiembre 2008.

The State of the Union(s): The Eurozone Crisis, Comparative Regional Integration and the EU Model

No abstract.

The Fall of the East German Birth Rate After Unification: Crisis or Means of Adaptation? CES Germany & Europe Working Papers, No. 05.6, 26 June 1995

Since the fall of the Wall, Eastern Germans have drastically changed their demographic behavior. Marriages and births have dropped to an unprecedented low level. Our paper tracks birth rates of the East German population, past, present, and future. We propose a simulation model of future cohort fertility. The hypotheses we develop build on the historical record of reproductive behavior in the German Democratic Republic (GDR) since 1960 and on an analysis of the pattern of change between 1990 and 1994. The particular emphasis lies in the assumption that East German couples will rapidly westernize their family size by trying to reach completed fertility levels of the corresponding West German cohort. This implies that the resulting adaptation process includes the postunification crisis as a logical first step.

Lead poisoning prevention with states in collaboration with local health departments : a model for intervention related to lead poisoning in indoor firing ranges /

Includes bibliographical references (p. 16)