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Mathematical Foundations of Speech and Language Processing
Speech and language technologies continue to grow in importance as they are used to create natural and efficient interfaces between people and machines, and to automatically transcribe, extract, analyze, and route information from high-volume streams of spoken and written information. The workshops on Mathematical Foundations of Speech Processing and Natural Language Modeling were held in the Fall of 2000 at the University of Minnesota's NSF-sponsored Institute for Mathematics and Its Applications, as part of a "Mathematics in Multimedia" year-long program. Each workshop brought together researchers in the respective technologies on the one hand, and mathematicians and statisticians on the o...
Talk to Me
The Next Big Thing in tech--the impending revolution in voice recognition--and how it will upend Silicon Valley and change how we all live our lives
The Balancing Act
Symbolic and statistical approaches to language have historically been at odds--the former viewed as difficult to test and therefore perhaps impossible to define, and the latter as descriptive but possibly inadequate. At the heart of the debate are fundamental questions concerning the nature of language, the role of data in building a model or theory, and the impact of the competence-performance distinction on the field of computational linguistics. Currently, there is an increasing realization in both camps that the two approaches have something to offer in achieving common goals. The eight contributions in this book explore the inevitable "balancing act" that must take place when symbolic ...
Lifelong Machine Learning
Lifelong Machine Learning (or Lifelong Learning) is an advanced machine learning paradigm that learns continuously, accumulates the knowledge learned in previous tasks, and uses it to help future learning. In the process, the learner becomes more and more knowledgeable and effective at learning. This learning ability is one of the hallmarks of human intelligence. However, the current dominant machine learning paradigm learns in isolation: given a training dataset, it runs a machine learning algorithm on the dataset to produce a model. It makes no attempt to retain the learned knowledge and use it in future learning. Although this isolated learning paradigm has been very successful, it requir...
After Half a Century of Slavonic Natural Language Processing
The book contains 25 chapters by leading experts in the area of computer processing of Slavonic natural languages. It focuses on the advances in Slavonic natural language processing in the second half of the 20th century. The whole book was dedicated to Karel Pala.
The Blackwell Companion to Phonology, 5 Volume Set
Available online or as a five-volume print set, The Blackwell Companion to Phonology is a major reference work drawing together 124 new contributions from leading international scholars in the field. It will be indispensable to students and researchers in the field for years to come. Key Features: Full explorations of all the most important ideas and key developments in the field Documents major insights into human language gathered by phonologists in past decades; highlights interdisciplinary connections, such as the social and computational sciences; and examines statistical and experimental techniques Offers an overview of theoretical positions and ongoing debates within phonology at the ...
Phonological Structure and Phonetic Form
Phonological Structure and Phonetic Form brings together work from phonology, phonetics, speech science, electrical engineering, psycho- and sociolinguistics. The chapters are organized in four topical sections. The first is concerned with stress and intonation; the second with syllable structure and phonological theory; the third with phonological features; and the fourth with "phonetic output." This volume will be important in making readers aware of the range of research relevant to questions of linguistic sound structure.
Orality and Performance in Classical Attic Prose
This study discusses the question of whether there is a linguistic difference between classical Attic prose texts intended for public oral delivery and those intended for written circulation and private performance. Identifying such a difference which exclusively reflects these disparities in modes of reception has proven to be a difficult challenge for both literary scholars and cultural historians of the ancient world, with answers not always satisfactory from a methodological and an analytical point of view. The legitimacy of the question is first addressed through a definition of what such slippery notions as "orality" and "oral performance" mean in the context of classical Athens, recon...
The Handbook of Speech Production
The Handbook of Speech Production is the first reference work to provide an overview of this burgeoning area of study. Twenty-four chapters written by an international team of authors examine issues in speech planning, motor control, the physical aspects of speech production, and external factors that impact speech production. Contributions bring together behavioral, clinical, computational, developmental, and neuropsychological perspectives on speech production to create a rich and truly interdisciplinary resource Offers a novel and timely contribution to the literature and showcases a broad spectrum of research in speech production, methodological advances, and modeling Coverage of planning, motor control, articulatory coordination, the speech mechanism, and the effect of language on production processes
