Corpus-based methods will be found at the heart of many language and speech processing systems. This book provides an in-depth introduction to these technologies through chapters describing basic statistical modeling techniques for language and speech, the use of Hidden Markov Models in continuous speech recognition, the development of dialogue systems, part-of-speech tagging and partial parsing, data-oriented parsing and n-gram language modeling. The book attempts to give both a clear overview of the main technologies used in language and speech processing, along with sufficient mathematics to understand the underlying principles. There is also an extensive bibliography to enable topics of interest to be pursued further. Overall, we believe that the book will give newcomers a solid introduction to the field and it will give existing practitioners a concise review of the principal technologies used in state-of-the-art language and speech processing systems. Corpus-Based Methods in Language and Speech Processing is an initiative of ELSNET, the European Network in Language and Speech. In its activities, ELSNET attaches great importance to the integration of language and speech, both in research and in education. The need for and the potential of this integration are well demonstrated by this publication.

The advances in computing and networking have sparked an enormous interest in deploying automatic speech recognition on mobile devices and over communication networks. This book brings together academic researchers and industrial practitioners to address the issues in this emerging realm and presents the reader with a comprehensive introduction to the subject of speech recognition in devices and networks. It covers network, distributed and embedded speech recognition systems.

This new Springer volume provides a comprehensive and detailed look at current approaches to automated question answering. The level of presentation is suitable for newcomers to the field as well as for professionals wishing to study this area and/or to build practical QA systems. The book can serve as a "how-to" handbook for IT practitioners and system developers. It can also be used to teach graduate courses in Computer Science, Information Science and related disciplines.

Introduction to Digital Music with Python Programming provides a foundation in music and code for the beginner. It shows how coding empowers new forms of creative expression while simplifying and automating many of the tedious aspects of production and composition. With the help of online, interactive examples, this book covers the fundamentals of rhythm, chord structure, and melodic composition alongside the basics of digital production. Each new concept is anchored in a real-world musical example that will have you making beats in a matter of minutes. Music is also a great way to learn core programming concepts such as loops, variables, lists, and functions, Introduction to Digital Music with Python Programming is designed for beginners of all backgrounds, including high school students, undergraduates, and aspiring professionals, and requires no previous experience with music or code.

Rhythm and Transforms is a book that explores rhythm in music, its structure and how we perceive it. The book will be bought by engineers interested in acoustic signal processing as well as musicians, composers and computer scientists. Anyone interested in the scientific basis of music from psychologists to the designers of electronic musical instruments will be interested in this book.

People engage in discourse every day - from writing letters and presenting papers to simple discussions. Yet discourse is a complex and fascinating phenomenon that is not well understood. This volume stems from a multidisciplinary workshop in which eminent scholars in linguistics, sociology and computational linguistics presented various aspects of discourse. The topics treated range from multi-party conversational interactions to deconstructing text from various perspectives, considering topic-focus development and discourse structure, and an empirical study of discourse segmentation. The chapters not only describe each author's favorite burning issue in discourse but also provide a fascinating view of the research methodology and style of argumentation in each field.

Here's a scientific look at computer-generated speech verification and identification -- its underlying technology, practical applications, and future direction. You get a solid background in voice recognition technology to help you make informed decisions on which voice recognition-based software to use in your company or organization. It is unique in its clear explanations of mathematical concepts, as well as its full-chapter presentation of the successful new Multi-Granular Segregating System for accurate, context-free speech identification.

Working with Sound is an exploration of the ever-changing working practices of audio development in the era of hybrid collaboration in the games industry. Through learnings from the pre-pandemic remote and isolated worlds of audio work, sound designers, composers and dialogue designers find themselves equipped uniquely to thrive in the hybrid, remote, and studio-based realms of today's fast-evolving working landscapes. With unique insights into navigating the worlds of isolation and collaboration, this book explores ways of thinking and working in this world, equipping the reader with inspiration to sustainably tackle the many stages of the development process. Working with Sound is an essential guide for professionals working in dynamic audio teams of all sizes, as well as the designers, producers, artists, animators and programmers who collaborate closely with their colleagues working on game audio and sound.

Foreword Looking back the past 30 years. we have seen steady progress made in the area of speech science and technology. I still remember the excitement in the late seventies when Texas Instruments came up with a toy named "Speak-and-Spell" which was based on a VLSI chip containing the state-of-the-art linear prediction synthesizer. This caused a speech technology fever among the electronics industry. Particularly. applications of automatic speech recognition were rigorously attempt ed by many companies. some of which were start-ups founded just for this purpose. Unfortunately. it did not take long before they realized that automatic speech rec ognition technology was not mature enough to satisfy the need of customers. The fever gradually faded away. In the meantime. constant efforts have been made by many researchers and engi neers to improve the automatic speech recognition technology. Hardware capabilities have advanced impressively since that time. In the past few years. we have been witnessing and experiencing the advent of the "Information Revolution." What might be called the second surge of interest to com mercialize speech technology as a natural interface for man-machine communication began in much better shape than the first one. With computers much more powerful and faster. many applications look realistic this time. However. there are still tremendous practical issues to be overcome in order for speech to be truly the most natural interface between humans and machines."

What does the Coen Brothers' Barton Fink have in common with Norman McLaren's Synchromy? Or with audiovisual sculpture? Or contemporary music video? Composing Audiovisually interrogates how the relationship between the audiovisual media in these works, and our interaction with them, might allow us to develop mechanisms for talking about and understanding our experience of audiovisual media across a broad range of modes. Presenting close readings of audiovisual artefacts, conversations with artists, consideration of contemporary pedagogy and a detailed conceptual and theoretical framework that considers the nature of contemporary audiovisual experience, this book attempts to address gaps in our discourse on audiovisual modes, and offer possible starting points for future, genuinely transdisciplinary thinking in the field.

Developments in technology have made it possible for speech output to be used in place of the more usual visual interface in both domestic and commercial devices. Speech can be used in situations where visual attention is occupied, such as when driving a car, or where a task is complex and traditional visual interfaces are not effective, such as programming a video recorder. Speech can also be employed in specialist adaptations for visually impaired people. However, the use of speech has not been universally successful, possibly because the speech interaction is poorly designed. Speech is fundamentally different from text, and a lot of the problems may arise due to simplified text-to-speech conversion. Design of Speech-based Devices considers the problems associated with speech interaction, and offers practical solutions.

This 2-volume work represents the proceedings of the First European Workshop on Fault Diagnostics, Reliability and Re- lated Knowledge-Based Approaches held in the Island of Rho- des, Greece (August 3l-September 3, 1986). This Workshop was organized in the framework of a joint research project spon- sored by the Commission of the European Communi ties under the Stimulation Action Programme. The principal aim of the Workshop was to bring together people working on the numeric and symbolic (knowledge-based) treatment of reliability and fault diagnosis problems, in order to promote the interaction and exhange of ideas, expe- riences and results in this area. The workshop was a real success, with SS papers presen- ted and 70 participants. A second Workshop of the same na- ture has been decided to be held in Manchester (UMIST), - gland, in April 1987. . The two volumes contain sufficient amount of informa- tion which reflects very well the state-of-the-art of the field, and shows the current tendency towards knowledge-ba- sed (expert systems) and fault-tolerant approaches. Volume 1 contains the contributions on fault diagnostics and reliability issues (numeric treatment), and Vo*lume 2 the contributions on knowledge~based and fault-tolerant techni- ques. We are grateful to the Commission of the European Com- munities for having sponsored the Workshop, and to all au- thors for their high quality contributions and presenta- tions.

- This is the first book for academic podcasters. With theoretical background as well as detailed practical instructions, this book explores the what, why and how of academic podcasting. - Podcasting is becoming an ever-more popular form of both creating knowledge and disseminating research to reach both academic and non-academic audiences. - Competing titles are solely concerned with podcasting as an object of study or as a how-to guide. This book is unique in that it brings together research into a subfield of podcasting, with arguments about why it is a normatively good thing for academia before synthesising this knowledge by detailing how to do it. This is the only book specifically about academic podcasting.

Sounds of the Pandemic offers one of the first critical analyses of the changes in sonic environments, artistic practice, and listening behaviour caused by the Coronavirus outbreak. This multifaceted collection provides a detailed picture of a wide array of phenomena related to sound and music, including soundscapes, music production, music performance, and mediatisation processes in the context of COVID-19. It represents a first step to understanding how the pandemic and its by-products affected sound domains in terms of experiences and practices, representations, collective imaginaries, and socio-political manipulations. This book is essential reading for students, researchers, and practitioners working in the realms of music production and performance, musicology and ethnomusicology, sound studies, and media and cultural studies.

* The V.A.S.S.T. Instant Series features a visually oriented, step-by-step instructional style that effectively guides readers through complex processes. * Surround sound is rapidly displacing stereophonic sound as the accepted standard. * This low-price-point book is an easy buy to provide the reader a foundation in the technology that will serve them regardless of the software they chose. Instant Surround Sound demystifies the multichannel process for both musical and visual environments. This comprehensive resource teaches techniques for mixing and encoding for surround sound. It is packed with tips and tricks that help the reader to avoid the most common (and uncommon) pitfalls. This is the fifth title in the new V.A.S.S.T. Instant Series. Music and visual producers can enhance the listening experience and engage their audience more effectively with the improved perceptive involvement of surround sound. Record, process, and deliver effective and stunning surround sound to your listener with the aid of this guide. Packed with useful, accessible information for novice and experienced users alike, you get carefully detailed screenshots, step-by-step directions, and creative suggestions for producing better audio projects.

Voice recognition is here at last. Alexa and other voice assistants have now become widespread and mainstream. Is your app ready for voice interaction? Learn how to develop your own voice applications for Amazon Alexa. Start with techniques for building conversational user interfaces and dialog management. Integrate with existing applications and visual interfaces to complement voice-first applications. The future of human-computer interaction is voice, and we'll help you get ready for it. For decades, voice-enabled computers have only existed in the realm of science fiction. But now the Alexa Skills Kit (ASK) lets you develop your own voice-first applications. Leverage ASK to create engaging and natural user interfaces for your applications, enabling them to listen to users and talk back. You'll see how to use voice and sound as first-class components of user-interface design. We'll start with the essentials of building Alexa voice applications, called skills, including useful tools for creating, testing, and deploying your skills. From there, you can define parameters and dialogs that will prompt users for input in a natural, conversational style. Integrate your Alexa skills with Amazon services and other backend services to create a custom user experience. Discover how to tailor Alexa's voice and language to create more engaging responses and speak in the user's own language. Complement the voice-first experience with visual interfaces for users on screen-based devices. Add options for users to buy upgrades or other products from your application. Once all the pieces are in place, learn how to publish your Alexa skill for everyone to use. Create the future of user interfaces using the Alexa Skills Kit today. What You Need: You will need a computer capable of running the latest version of Node.js, a Git client, and internet access.

Covering the basics of producing great audio tracks to accompany video projects, Using Soundtrack provides recording and editing tips and guidance on noise reduction tools, audio effects, and Final Cut Pro's powerful real-time audio mixer. Readers also learn how Soundtrack can be used to give video projects a professional finish with the addition of custom, royalty-free scoring. Theory is presented on a need-to-know basis and practical tutorials provide hands-on techniques for common tasks, including editing video to audio, editing audio to video, changing the length of a music bed, editing dialog, and mixing dialog with music and sound effects. The accompanying downloadable resources include tutorial lessons and sample media.

Over the last 20 years, approaches to designing speech and language processing algorithms have moved from methods based on linguistics and speech science to data-driven pattern recognition techniques. These techniques have been the focus of intense, fast-moving research and have contributed to significant advances in this field.

Pattern Recognition in Speech and Language Processing offers a systematic, up-to-date presentation of these recent developments. It begins with the fundamentals and recent theoretical advances in pattern recognition, with emphasis on classifier design criteria and optimization procedures. The focus then shifts to the application of these techniques to speech processing, with chapters exploring advances in applying pattern recognition to real speech and audio processing systems. The final section of the book examines topics related to pattern recognition in language processing: topics that represent promising new trends with direct impact on information processing systems for the Web, broadcast news, and other content-rich information resources.

Each self-contained chapter includes figures, tables, diagrams, and references. The collective effort of experts at the forefront of the field, Pattern Recognition in Speech and Language Processing offers in-depth, insightful discussions on new developments and contains a wealth of information integral to the further development of human-machine communications.

Auditory Interfaces explores how human-computer interactions can be significantly enhanced through the improved use of the audio channel. Providing historical, theoretical and practical perspectives, the book begins with an introductory overview, before presenting cutting-edge research with chapters on embodied music recognition, nonspeech audio, and user interfaces. This book will be of interest to advanced students, researchers and professionals working in a range of fields, from audio sound systems, to human-computer interaction and computer science.

A handy source of essential data that every sound technician needs. Whether you are a professional sound engineer, responsible for broadcast or studio recording, or a student on a music technology or sound recording course, you will find this book authoritative and easily accessible.
Adapted from the comprehensive volume, the Audio Engineer's Reference Book (now in its second edition), this pocket-sized reference has been fully revised to cover the very latest technology connected with sound:
Noise measurement
Acoustics
Microphones
Loudspeakers
Mixing equipment
CDs, DAT, MIDI, MiniDisc
Telephony
ISDN
Digital interfacing
Ultrasonics
This second edition also features:
Substantial revisions of chapters on radio microphone frequencies, digital audio tape, and audio measurements.
An extended list of further reading.

Handy pocket-sized reference
Straightforward explanations
Must-have facts and figures for Sound Engineers

This book gives an overview of the research and application of speech technologies in different areas. One of the special characteristics of the book is that the authors take a broad view of the multiple research areas and take the multidisciplinary approach to the topics. One of the goals in this book is to emphasize the application. User experience, human factors and usability issues are the focus in this book.

The interest of AI in problems related to understanding sounds has a rich history dating back to the ARPA Speech Understanding Project in the 1970s. While a great deal has been learned from this and subsequent speech understanding research, the goal of building systems that can understand general acoustic signals--continuous speech and/or non-speech sounds--from unconstrained environments is still unrealized. Instead, there are now systems that understand "clean" speech well in relatively noiseless laboratory environments, but that break down in more realistic, noisier environments. As seen in the "cocktail-party effect," humans and other mammals have the ability to selectively attend to sound from a particular source, even when it is mixed with other sounds. Computers also need to be able to decide which parts of a mixed acoustic signal are relevant to a particular purpose--which part should be interpreted as speech, and which should be interpreted as a door closing, an air conditioner humming, or another person interrupting.
Observations such as these have led a number of researchers to conclude that research on speech understanding and on nonspeech understanding need to be united within a more general framework. Researchers have also begun trying to understand computational auditory frameworks as parts of larger perception systems whose purpose is to give a computer integrated information about the real world. Inspiration for this work ranges from research on how different sensors can be integrated to models of how humans' auditory apparatus works in concert with vision, proprioception, etc. Representing some of the most advanced work on computers understanding speech, this collection of papers covers the work being done to integrate speech and nonspeech understanding in computer systems.

This illuminating, engaging book offers an introduction to the art of sound design and postproduction audio, written especially for for directors, producers, sound designers, and teachers without a technical background in sound. Building on over 50 years of combined expertise in teaching, filmmaking, and sound design, experienced instructor and author Peter Rea and sound designer Matthew Polis offer a cogent, clear, and practical overview of sound design principles and practices, from exploring the language and vocabulary of sound to teaching readers how to work with sound professionals, and later to overseeing the edit, mix, and finishing processes. In this book, Rea and Polis focus on creative and practical ways to utilize sound in order to achieve the filmmaker's vision and elevate their films. Balancing practical, experienced-based insight, numerous examples, and unique concepts like storyboarding for sound, A Filmmaker’s Guide to Sound Design arms students, filmmakers, and educators with the knowledge to creatively and confidently navigate their film through the post audio process.

This volume is a direct result of the International Symposium on Japanese Sentence Processing held at Duke University. The symposium provided the first opportunity for researchers in three disciplinary areas from both Japan and the United States to participate in a conference where they could discuss issues concerning Japanese syntactic processing. The goals of the symposium were three-fold:
* to illuminate the mechanisms of Japanese sentence processing from the viewpoints of linguistics, psycholinguistics and computer science;
* to synthesize findings about the mechanisms of Japanese sentence processing by researchers in these three fields in Japan and the United States;
* to lay foundations for future interdisciplinary research in Japanese sentence processing, as well as international collaborations between researchers in Japan and the United States.
The chapters in this volume have been written from the points of view of three different disciplines, with various immediate objectives -- from building usable speech understanding systems to investigating the nature of competence grammars for natural languages. All of the papers share the long term goal of understanding the nature of human language processing mechanisms. The book is concerned with two central issues -- the universality of language processing mechanisms, and the nature of the relation between the components of linguistic knowledge and language processing. This volume demonstrates that interdisciplinary research can be fruitful, and provides groundwork for further research in Japanese sentence processing.