This book presents the methods, tools and techniques that are currently being used to recognise (automatically) the affect, emotion, personality and everything else beyond linguistics (‘paralinguistics’) expressed by or embedded in human speech and language. It is the first book to provide such a systematic survey of paralinguistics in speech and language processing. The technology described has evolved mainly from automatic speech and speaker recognition and processing, but also takes into account recent developments within speech signal processing, machine intelligence and data mining. Moreover, the book offers a hands-on approach by integrating actual data sets, software, and open-source utilities which will make the book invaluable as a teaching tool and similarly useful for those professionals already in the field. Key features: Provides an integrated presentation of basic research (in phonetics/linguistics and humanities) with state-of-the-art engineering approaches for speech signal processing and machine intelligence. Explains the history and state of the art of all of the sub-fields which contribute to the topic of computational paralinguistics. C overs the signal processing and machine learning aspects of the actual computational modelling of emotion and personality and explains the detection process from corpus collection to feature extraction and from model testing to system integration. Details aspects of real-world system integration including distribution, weakly supervised learning and confidence measures. Outlines machine learning approaches including static, dynamic and context‐sensitive algorithms for classification and regression. Includes a tutorial on freely available toolkits, such as the open-source ‘openEAR’ toolkit for emotion and affect recognition co-developed by one of the authors, and a listing of standard databases and feature sets used in the field to allow for immediate experimentation enabling the reader to build an emotion detection model on an existing corpus.
This is a unique, extensively illustrated dictionary of terms, people, events, and dates spanning the entire history of medicine. It is a monumental work of scholarship totaling some 700 double-column pages with a large number of rare and exceptional illustrations from many original sources painstakingly compiled over years of far-searching inquiry involving more than 5,000 books and hundreds of journals. It is a major resource of hard-to-find information about notable medical figures, instruments, conditions, procedures, and dates and a storehouse of captivating anecdotes and background material. The book contains a wealth of material for concise historical introductions to a broad range of subjects and is the sine qua non authority on both well and little known facts of medical history. With this single volume-an unprecedented tour de force representing more than 7,000 hours of exhaustive research-clinicians and researchers from all fields of medicine can quickly and easily find authoritative, detailed definitions and descriptions, with dates, of medical terms and of the people and events contributing to the development of medicine from earliest times to the present day. The entries range widely from such as abacterial pyuria to zygote, including Latin and Greek origins of terms, compact biographies with dates, eponymic information of all kinds, and rarely seen drawings and photographs of antique medical instruments and little-known conditions.
A single-authored, clinically oriented text on imaging of the head-and-neck, frequently a difficult area for radiology residents and general radiologists to master. Readers will find key diseases highlighted and a guide to differential diagnosis of various conditions. Though the primary image focus is on MRI, correlations with CT and PET images and strong coverage of anatomic variants--to distinguish those from the presence of disease--are major strengths of the book. Other features include excellent image quality, diagrams and tables. While this text does not replace the need for a comprehensive text, it should be an essential resource at the reading station and on rotation.
The cerebello-pontine angle has always posed a challenge to the neurosurgeon, the otoneurosurgeon, and the neuroradiologist. Angle masses which are very small and difficult to detect frequently produce symptoms, but may remain silent while growing to exceptional size. The neuroradiologist must have firm knowl edge of the clinical manifestations of the diverse angle lesions in order to tailor his studies to the patients' needs. The majority of angle lesions are benign; thus successful surgery has the potential for complete cure. Angle lesions typically arise in conjunction with vital neurovascular structures, and often displace these away from their expected positions. Large lesions may attenuate the vestibulocochlear and facial nerves and thin them over their dome. Since the nerves often remain functional, the surgeon then faces the need to separate the tumor from the contiguous nerve, with preservation of neurological function. Depending on the exact location and extension of the lesion, resection may best be attempted via otologic or neurosurgical approaches. The neuroradiologist must determine - precisely -the presence, site, size, and extension( s) of the lesion and the displacement of vital neurovascular structures as a guide to selecting the line of surgical attack. Since the arteries, veins, and nerves that traverse the angle are fine structures, the neuroradiologist must perform studies of the highest quality to do his job effectively.
The present state of the university is a difficult issue to comprehend for anyone outside of the education system. If we are to believe common government reports that changes in policy are somehow making life easier for university graduates, we cannot help but believe that things are going right and are getting better in our universities. Ivory Tower Blues gives a decidedly different picture, examining this optimistic attitude as it impacts upon professors, students, and administrators in charge of the education system. Ivory Tower Blues is a frank account of the contemporary university, drawing on the authors’ own research and personal experiences, as well as on input from students, colleagues, and administrators. James E. Côté and Anton L. Allahar offer an insider’s account of the university system, an accurate, alternative view to that overwhelmingly presented to the general public. Throughout, the authors argue that fewer and fewer students are experiencing their university education in ways expected by their parents and the public. The majority of students are hampered by insufficient preparation at the secondary school level, lack of personal motivation, and disillusionment. Contrary to popular opinion, there is no administrative or governmental procedure in place to maintain standards of education. Ivory Tower Blues is an in-depth look at the crisis facing Canadian and American universities, the factors that are precipitating the situation, and the long-term impact this crisis will have on the quality of higher education.
In 2005, Austria celebrated the sixtieth anniversary of its liberation from the Nazi regime and the fiftieth anniversary of the State Treaty that ended the occupation and returned full sovereignty to the country. This volume of Contemporary Austrian Studies covers foreign policy in the twentieth century. It offers an up-to-date status report of Austria's foreign policy trajectories and diplomatic options. Eva Nowotny, the current Austrian ambassador to the United States, introduces the volume with an analysis of the art and practice of Austrian diplomacy in historical perspective. Ambassador Wolfgang Petritsch analyzes recent Balkans diplomacy as an EU emissary in the Bosnian and Kosovo crises. Historians G nther Kronenbitter, Alexander Lassner, G nter Bischof, Joanna Granville, and Martin Kofler provide historical case studies of pre-and post-World War I and World War II Austrian diplomacy, Austria's dealings with the Hungarian crisis of 1956, and its mediation between Kennedy and Khrushchev in the early 1960s. Political scientists Romain Kirt, Stefan Mayer, and Gunther Hauser analyze small states' foreign policymaking in a globalizing world, Austrian federal states' separate regional policy initiatives abroad and Austria's role vis-is current European security initiatives. Michael Gehler periodizes post-World War II Austrian foreign policy regimes and provides a valuable summary of both the available archival and printed diplomatic source collections. A "Historiography Roundtable" is dedicated to the Austrian Occupation decade. G nter Bischof reports on the state of occupation historiography; Oliver Rathkolb on the historical memory of the occupation; Michael Gehler on the context of the German question; and Wolfgang Mueller and Norman Naimark on Stalin's Cold War and Soviet policies towards Austria during those years. Review essays and book reviews on art theft, anti-Semitism, the Hungarian crisis of 1956, among other topics, complete the volume.
This fourth volume in an exciting and detailed series on contact allergens and drug allergy provides monographs of all 507 systemic drugs which have caused delayed-type cutaneous drug hypersensitivity reactions and/or occupational allergic contact dermatitis. The monographs present: Identification section; Occupational allergic contact dermatitis; and Cutaneous adverse drug reactions from systemic drugs caused by type IV (delayed-type) hypersensitivity, as shown by positive patch tests (e.g. maculopapular eruption, acute generalized exanthematous pustulosis [AGEP], symmetrical drug-related intertriginous and flexural exanthema [SDRIFE], fixed drug eruption, drug reaction with eosinophilia and systemic symptoms [DRESS], and photosensitivity). Separate chapters present an overview of the spectrum of allergic cutaneous drug reactions, diagnostic tests, immediate contact reactions (contact urticaria), and systemic drugs that have acquired delayed-type hypersensitivity only by cross-reactivity. Key Features: Presents monographs of all known systemic drugs which have caused delayed allergic cutaneous drug reactions and/or occupational allergic contact dermatitis Provides an extensive literature review of relevant topics of allergenic systemic drugs, part of which is hard or impossible to find in database searches Identifies IUPAC names, synonyms, CAS and EC numbers, structural and chemical formulas, Merck Index monographs, and advises on patch testing Presents immediate contact reactions (contact urticaria) from systemics drugs and delayed-type hypersensitivity in drugs caused only by cross-reactivity Covers an extensive amount of information to benefit dermatologists, allergists, and all others interested in drug allergy
Examines changing attitudes among Germans as evident in films of the modern German era, leading away from guilt and atonement and seeking national identity.
This book offers comprehensive information on the polymorphisms of genes encoding pattern recognition receptors (PRRs). Following a short description of the general role of PRRs in the immune system, the structure and function of Toll-like and NOD-like receptors are examined in detail. The main focus is on the role of inherited variation in PRRs and their correlation to cancer and cardiovascular diseases. A review of all epidemiological investigations is included, and a concept of genomic risk markers for the prevention of various diseases is also discussed.
In the 19th century, pure mathematics research reached a climax in Germany, and Carl Friedrich Gauss (1777–1855) was an epochal example. August Ferdinand Möbius (1790–1868) was his doctoral student whose work was profoundly influenced by him. In the 18th century, it had been mostly the French school of applied mathematics that enabled the rapid developments of science and technology in Europe. How could this shift happen? It can be argued that the major reasons were the devastating consequences of the Napoleonic Wars in Central Europe, leading to the total defeat of Prussia in 1806. Immediately following, far-reaching reforms of the entire state system were carried out in Prussia and other German states, also affecting the educational system. It now guaranteed freedom of university teaching and research. This attracted many creative people with new ideas enabling the “golden age” of pure mathematics and fundamental theory in physical sciences. Möbius’ legacy reaches far into today’s sciences, arts, and architecture. The famous one-sided Möbius strip is a paradigmatic example of the ongoing fascination with mathematical topology. This is the first book to present numerous detailed case studies on Möbius topology in science and the humanities. It is written for those who believe in the power of ideas in our culture, experts and laymen alike.
Encyclopedic, definitive, and state-of-the-art in the field of vascular disease and its medical, surgical, and interventional management, Rutherford's Vascular Surgery and Endovascular Therapy offers authoritative guidance from the most respected and innovative global thought leaders and clinical and basic science experts of our time. The thoroughly revised 10th Edition, published in association with the Society for Vascular Surgery and authored by multidisciplinary and international contributors, is an outstanding reference for vascular surgeons, vascular medicine specialists, interventional radiologists and cardiologists, and their trainees who depend upon Rutherford's in their practice. Under the expert editorial guidance of Drs. Anton N. Sidawy and Bruce A. Perler, it is quite simply the most complete and most reliable resource available on the art and science of circulatory diseases. - Incorporates fundamental vascular biology, diagnostic techniques, and decision making as well as medical, endovascular, and surgical treatment of vascular disease. - Features numerous concise and comprehensive diagnostic and therapeutic algorithms vital to patient evaluation and management. - Covers all vascular imaging techniques, offering a non-invasive evaluation of both the morphology and hemodynamics of the vascular system. - Employs a full-color layout, images and online videos, so readers can view clinical and physical findings and operative techniques more vividly. - Contains fully updated and more concise chapters with a focused format and summary for each that provides a quick access to key information—ideal for consultation as well as daily practice. - Includes expanded coverage of the business of vascular surgery, including a new section on the use of technology platforms and social media, and new chapters on telemedicine, the development and operation of outpatient dialysis centers and multispecialty cardiovascular centers, vascular information on the internet, and much more. - Provides new content on key topics such as endovascular treatment of complex aortic disease, acute vascular occlusion in the pediatric population, outpatient vascular care, and anatomic surgical exposures for open surgical reconstructions. - Enhanced eBook version included with purchase. Your enhanced eBook allows you to access all of the text, figures, and references from the book on a variety of devices.
This book presents the methods, tools and techniques that are currently being used to recognise (automatically) the affect, emotion, personality and everything else beyond linguistics (‘paralinguistics’) expressed by or embedded in human speech and language. It is the first book to provide such a systematic survey of paralinguistics in speech and language processing. The technology described has evolved mainly from automatic speech and speaker recognition and processing, but also takes into account recent developments within speech signal processing, machine intelligence and data mining. Moreover, the book offers a hands-on approach by integrating actual data sets, software, and open-source utilities which will make the book invaluable as a teaching tool and similarly useful for those professionals already in the field. Key features: Provides an integrated presentation of basic research (in phonetics/linguistics and humanities) with state-of-the-art engineering approaches for speech signal processing and machine intelligence. Explains the history and state of the art of all of the sub-fields which contribute to the topic of computational paralinguistics. C overs the signal processing and machine learning aspects of the actual computational modelling of emotion and personality and explains the detection process from corpus collection to feature extraction and from model testing to system integration. Details aspects of real-world system integration including distribution, weakly supervised learning and confidence measures. Outlines machine learning approaches including static, dynamic and context‐sensitive algorithms for classification and regression. Includes a tutorial on freely available toolkits, such as the open-source ‘openEAR’ toolkit for emotion and affect recognition co-developed by one of the authors, and a listing of standard databases and feature sets used in the field to allow for immediate experimentation enabling the reader to build an emotion detection model on an existing corpus.
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