The Voice in the Machine: Building Computers That Understand Speech

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Roberto Pieraccini (Professor, International Computer Science Institute) Lawrence Rabiner

The Voice in the Machine

Building Computers That Understand Speech

Roberto Pieraccini (Professor, International Computer Science Institute), Lawrence Rabiner

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English

MIT Press
23 March 2012

Phonetics, phonology; Audio processing

Series: The Voice in the Machine

An examination of more than sixty years of successes and failures in developing technologies that allow computers to understand human spoken language.

Stanley Kubrick's 1968 film 2001- A Space Odyssey famously featured HAL, a computer with the ability to hold lengthy conversations with his fellow space travelers. More than forty years later, we have advanced computer technology that Kubrick never imagined, but we do not have computers that talk and understand speech as HAL did. Is it a failure of our technology that we have not gotten much further than an automated voice that tells us to ""say or press 1""? Or is there something fundamental in human language and speech that we do not yet understand deeply enough to be able to replicate in a computer? In The Voice in the Machine, Roberto Pieraccini examines six decades of work in science and technology to develop computers that can interact with humans using speech and the industry that has arisen around the quest for these technologies. He shows that although the computers today that understand speech may not have HAL's capacity for conversation, they have capabilities that make them usable in many applications today and are on a fast track of improvement and innovation.

Pieraccini describes the evolution of speech recognition and speech understanding processes from waveform methods to artificial intelligence approaches to statistical learning and modeling of human speech based on a rigorous mathematical model-specifically, Hidden Markov Models (HMM). He details the development of dialog systems, the ability to produce speech, and the process of bringing talking machines to the market. Finally, he asks a question that only the future can answer- will we end up with HAL-like computers or something completely unexpected?

An examination of more than sixty years of successes and failures in developing technologies that allow computers to understand human spoken language.

Stanley Kubrick's 1968 film 2001- A Space Odyssey famously featured HAL, a computer with the ability to hold lengthy conversations with his fellow space travelers. More than forty years later, we have advanced computer technology that Kubrick never imagined, but we do not have computers that talk and understand speech as HAL did. Is it a failure of our technology that we have not gotten much further than an automated voice that tells us to ""say or press 1""? Or is there something fundamental in human language and speech that we do not yet understand deeply enough to be able to replicate in a computer? In The Voice in the Machine, Roberto Pieraccini examines six decades of work in science and technology to develop computers that can interact with humans using speech and the industry that has arisen around the quest for these technologies. He shows that although the computers today that understand speech may not have HAL's capacity for conversation, they have capabilities that make them usable in many applications today and are on a fast track of improvement and innovation.

Pieraccini describes the evolution of speech recognition and speech understanding processes from waveform methods to artificial intelligence approaches to statistical learning and modeling of human speech based on a rigorous mathematical model-specifically, Hidden Markov Models (HMM). He details the development of dialog systems, the ability to produce speech, and the process of bringing talking machines to the market. Finally, he asks a question that only the future can answer- will we end up with HAL-like computers or something completely unexpected?

By: Roberto Pieraccini (Professor International Computer Science Institute)
Foreword by: Lawrence Rabiner
Imprint: MIT Press
Country of Publication: United States
Dimensions: Height: 229mm, Width: 178mm, Spine: 16mm
Weight: 567g
ISBN: 9780262533294
ISBN 10: 0262533294
Series: The Voice in the Machine
Pages: 360
Publication Date: 23 March 2012
Recommended Age: From 18 years
Audience: Professional and scholarly , Undergraduate
Format: Paperback
Publisher's Status: Active

Roberto Pieraccini, Director of ICSI, the International Computer Science Institute in Berkeley, California, has been active for more than thirty years in speech research and technology.

Reviews for The Voice in the Machine: Building Computers That Understand Speech

This is a fascinating tour of the development of modern speech technologies and applications...A wonderful historical account of the growth of speech technology. -Choice This is a fascinating tour of the development of modern speech technologies and applications...A wonderful historical account of the growth of speech technology. -Choice * Reviews *