The Voice in the Machine : Building Computers That Understand Speech
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| Title: | The Voice in the Machine : Building Computers That Understand Speech |
|---|---|
| Description: | 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? |
| Authors: | Roberto Pieraccini |
| Resource Type: | eBook. |
| Subjects: | Speech processing systems, Machine learning |
| Categories: | COMPUTERS / Speech & Audio Processing, LANGUAGE ARTS & DISCIPLINES / Speech & Pronunciation |
| Database: | eBook Collection (EBSCOhost) |
| FullText | Links: – Type: ebook-pdf Text: Availability: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: The Voice in the Machine : Building Computers That Understand Speech – Name: Abstract Label: Description Group: Ab Data: 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? – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AR" term="%22Roberto+Pieraccini%22">Roberto Pieraccini</searchLink> – Name: TypePub Label: Resource Type Group: TypPub Data: eBook. – Name: Subject Label: Subjects Group: Su Data: <searchLink fieldCode="DE" term="%22Speech+processing+systems%22">Speech processing systems</searchLink><br /><searchLink fieldCode="DE" term="%22Machine+learning%22">Machine learning</searchLink> – Name: SubjectBISAC Label: Categories Group: Su Data: <searchLink fieldCode="ZK" term="%22COMPUTERS+%2F+Speech+%26+Audio+Processing%22">COMPUTERS / Speech & Audio Processing</searchLink><br /><searchLink fieldCode="ZK" term="%22LANGUAGE+ARTS+%26+DISCIPLINES+%2F+Speech+%26+Pronunciation%22">LANGUAGE ARTS & DISCIPLINES / Speech & Pronunciation</searchLink> |
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| RecordInfo | BibRecord: BibEntity: Classifications: – Code: 006.454 Scheme: ddc Type: prePub Languages: – Code: eng Text: English Subjects: – SubjectFull: Speech processing systems Type: general – SubjectFull: Machine learning Type: general Titles: – TitleFull: The Voice in the Machine : Building Computers That Understand Speech Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Roberto Pieraccini – PersonEntity: Name: NameFull: Roberto Pieraccini IsPartOfRelationships: – BibEntity: Dates: – D: 01 M: 01 Type: published Y: 2012 – D: 04 M: 02 Type: profile Y: 2014 Identifiers: – Type: isbn-print Value: 9780262016858 – Type: isbn-print Value: 9780262533294 – Type: isbn-electronic Value: 9780262301534 Titles: – TitleFull: The Voice in the Machine : Building Computers That Understand Speech Type: main |
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