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Chapters in the first part of the book cover all the essential speech processing techniques for building robust, automatic speech recognition systems: the representation for speech signals and the methods for speech-features extraction, acoustic and language modeling, efficient algorithms for searching the hypothesis space, and multimodal approaches to speech recognition. The last part of the book is devoted to other speech processing applications that can use the information from automatic speech recognition for speaker identification and tracking, for prosody modeling in emotion-detection systems and in other speech processing applications that are able to operate in real-world environments, like mobile communication services and smart homes.
Prosodic Features and Prosodic Structure presents an overall view of the nature of prosodic features of language - accent, stress, rhythm, tone, pitch, and intonation - and shows how these connect to sound systems and meaning. It is a work of great scholarship and learning, expressed in way that will be accessible to all linguists from advanced undergraduates to postdoctoral researchers. The last substantial overview was published over 20 years ago. Since then the subject has been transformed by linked advances in phonological and phonetic theory and accoustic technology. This book will interest phonologists, phoneticians, and researchers in related applied fields such as speech pathology and speech synthesis.
The importance of an individual's voice in everyday social interaction can scarcely be overestimated. It is an essential element in the listener's analysis of the speaker's physical, psychological and social characteristics. Differences in voice quality reflect different habitual adjustments, or settings, of the vocal apparatus. Individual consonant and vowel segments can be thought of as momentary actions superimposed on these settings and voice quality, as the characteristic sound of a speaker's voice, thus pervades and to a certain extent determines the phonetic character of these linguistic segments. This volume sets out a phonetic description of voice quality, which has largely been neglected in other studies. Dr Laver's integrative approach is a major advance in general phonetic theory and his standardisation of descriptive terminology for the voice will be welcomed by those working in the fields of speech therapy, speech pathology, social psychology and communications engineering, as well as by students and specialists in speech science, phonetics and phonology.
First published in 1986. This book presents studies of intonation undertaken from within a number of different traditions: acoustic phonetics, phonology, psychology, social psychology, syntax, conversation analysis, developmental phonetics and sociolinguistics. The studies reported are empirically based, and give an indication of the many methodologies which have been developed in different disciplines for the investigation of the nature, structure and functions of intonation.
The characteristic voice quality of a speaker conveys to listeners a wealth of information about his physical, psychological and social attributes. For this reason, voice quality is of interest to a wide range of disciplines, including linguistics, phonetics and speech science, speech pathology, sociology, psychology, medicine, and communication engineering. Literature on voice quality is, consequently, scattered through a correspondingly wide range of publications. While this bibliography is unlikely to be exhaustive, it aims to be comprehensive. Exceptions to this are purely medical literature and literature on speech pathology; also, although a number of different languages are represented, works in English received the principal coverage.
This book explores the various categories of speech variation and works to draw a line between linguistic and paralinguistic phenomenon of speech. Paralinguistic contrast is crucial to human speech but has proven to be one of the most difficult tasks in speech systems. In the quest for solutions to speech technology and sciences, this book narrows down the gap between speech technologists and phoneticians and emphasizes the imperative efforts required to accomplish the goal of paralinguistic control in speech technology applications and the acute need for a multidisciplinary categorization system. This interdisciplinary work on paralanguage will not only serve as a source of information but also a theoretical model for linguists, sociologists, psychologists, phoneticians and speech researchers.
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.
Phonetics - the study and classification of speech sounds - is a major sub-discipline of linguistics. Bringing together a team of internationally renowned phoneticians, this handbook provides comprehensive coverage of the most recent, cutting-edge work in the field, and focuses on the most widely-debated contemporary issues. Chapters are divided into five thematic areas: segmental production, prosodic production, measuring speech, audition and perception, and applications of phonetics. Each chapter presents an historical overview of the area, along with critical issues, current research and advice on the best practice for teaching phonetics to undergraduates. It brings together global perspectives, and includes examples from a wide range of languages, allowing readers to extend their knowledge beyond English. By providing both state-of-the-art research information, and an appreciation of how it can be shared with students, this handbook is essential both for academic phoneticians, and anyone with an interest in this exciting, rapidly developing field.
Foundations of Voice Studies provides a comprehensive description and analysis of the multifaceted role that voice quality plays in human existence. Offers a unique interdisciplinary perspective on all facets of voice perception, illustrating why listeners hear what they do and how they reach conclusions based on voice quality Integrates voice literature from a multitude of sources and disciplines Supplemented with practical and approachable examples, including a companion website with sound files at www.wiley.com/go/voicestudies Explores the choice of various voices in advertising and broadcasting, and voice perception in singing voices and forensic applications Provides a straightforward and thorough overview of vocal physiology and control