Human and machine hearing: extracting meaning from sound
Human and Machine Hearing is the first book to comprehensively describe how human hearing works and how to build machines to analyze sounds in the same way that people do. Drawing on over thirty-five years of experience in analyzing hearing and building systems, Richard F. Lyon explains how we can n...
Gespeichert in:
| 1. Verfasser: | |
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| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Cambridge
Cambridge University Press
2017
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| Schlagworte: | |
| Online-Zugang: | BSB01 FHN01 UBM01 UBT01 UER01 Volltext |
| Zusammenfassung: | Human and Machine Hearing is the first book to comprehensively describe how human hearing works and how to build machines to analyze sounds in the same way that people do. Drawing on over thirty-five years of experience in analyzing hearing and building systems, Richard F. Lyon explains how we can now build machines with close-to-human abilities in speech, music, and other sound-understanding domains. He explains human hearing in terms of engineering concepts, and describes how to incorporate those concepts into machines for a wide range of modern applications. The details of this approach are presented at an accessible level, to bring a diverse range of readers, from neuroscience to engineering, to a common technical understanding. The description of hearing as signal-processing algorithms is supported by corresponding open-source code, for which the book serves as motivating documentation |
| Beschreibung: | Title from publisher's bibliographic system (viewed on 04 May 2017) |
| Beschreibung: | 1 online resource (xxi, 567 pages) |
| ISBN: | 9781139051699 |
| DOI: | 10.1017/9781139051699 |
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| 505 | 8 | |a Theories of hearing -- On logarithmic and power-law hearing -- Human hearing overview -- Acoustic approaches and auditory influence -- Introduction to linear systems -- Discrete-time and digital systems -- Resonators -- Gammatone and related filters -- Nonlinear systems -- Automatic gain control -- Waves in distributed systems -- Auditory filter models -- Modeling the cochlea -- The CARFAC digital cochlear model -- The cascade of asymmetric resonators -- The outer hair cell -- The inner hair cell -- The AGC loop filter -- Auditory nerve and cochlear nucleus -- The auditory image -- Binaural spatial hearing -- The auditory brain -- Neural networks for machine learning -- Feature spaces -- Sound search -- Musical melody matching -- Other applications | |
| 520 | |a Human and Machine Hearing is the first book to comprehensively describe how human hearing works and how to build machines to analyze sounds in the same way that people do. Drawing on over thirty-five years of experience in analyzing hearing and building systems, Richard F. Lyon explains how we can now build machines with close-to-human abilities in speech, music, and other sound-understanding domains. He explains human hearing in terms of engineering concepts, and describes how to incorporate those concepts into machines for a wide range of modern applications. The details of this approach are presented at an accessible level, to bring a diverse range of readers, from neuroscience to engineering, to a common technical understanding. The description of hearing as signal-processing algorithms is supported by corresponding open-source code, for which the book serves as motivating documentation | ||
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Datensatz im Suchindex
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| author | Lyon, Richard F. 1952- |
| author_GND | (DE-588)1136157190 |
| author_facet | Lyon, Richard F. 1952- |
| author_role | aut |
| author_sort | Lyon, Richard F. 1952- |
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| building | Verbundindex |
| bvnumber | BV044367227 |
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| contents | Theories of hearing -- On logarithmic and power-law hearing -- Human hearing overview -- Acoustic approaches and auditory influence -- Introduction to linear systems -- Discrete-time and digital systems -- Resonators -- Gammatone and related filters -- Nonlinear systems -- Automatic gain control -- Waves in distributed systems -- Auditory filter models -- Modeling the cochlea -- The CARFAC digital cochlear model -- The cascade of asymmetric resonators -- The outer hair cell -- The inner hair cell -- The AGC loop filter -- Auditory nerve and cochlear nucleus -- The auditory image -- Binaural spatial hearing -- The auditory brain -- Neural networks for machine learning -- Feature spaces -- Sound search -- Musical melody matching -- Other applications |
| ctrlnum | (ZDB-20-CBO)CR9781139051699 (OCoLC)992471789 (DE-599)BVBBV044367227 |
| dewey-full | 612.8/5 |
| dewey-hundreds | 600 - Technology (Applied sciences) |
| dewey-ones | 612 - Human physiology |
| dewey-raw | 612.8/5 |
| dewey-search | 612.8/5 |
| dewey-sort | 3612.8 15 |
| dewey-tens | 610 - Medicine and health |
| discipline | Physik Informatik Medizin |
| doi_str_mv | 10.1017/9781139051699 |
| format | Electronic eBook |
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| id | DE-604.BV044367227 |
| illustrated | Not Illustrated |
| indexdate | 2024-07-10T07:50:57Z |
| institution | BVB |
| isbn | 9781139051699 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-029769703 |
| oclc_num | 992471789 |
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| owner_facet | DE-12 DE-703 DE-29 DE-92 DE-19 DE-BY-UBM |
| physical | 1 online resource (xxi, 567 pages) |
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| publishDate | 2017 |
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| spelling | Lyon, Richard F. 1952- Verfasser (DE-588)1136157190 aut Human and machine hearing extracting meaning from sound Richard F. Lyon, Google, Inc Cambridge Cambridge University Press 2017 1 online resource (xxi, 567 pages) txt rdacontent c rdamedia cr rdacarrier Title from publisher's bibliographic system (viewed on 04 May 2017) Theories of hearing -- On logarithmic and power-law hearing -- Human hearing overview -- Acoustic approaches and auditory influence -- Introduction to linear systems -- Discrete-time and digital systems -- Resonators -- Gammatone and related filters -- Nonlinear systems -- Automatic gain control -- Waves in distributed systems -- Auditory filter models -- Modeling the cochlea -- The CARFAC digital cochlear model -- The cascade of asymmetric resonators -- The outer hair cell -- The inner hair cell -- The AGC loop filter -- Auditory nerve and cochlear nucleus -- The auditory image -- Binaural spatial hearing -- The auditory brain -- Neural networks for machine learning -- Feature spaces -- Sound search -- Musical melody matching -- Other applications Human and Machine Hearing is the first book to comprehensively describe how human hearing works and how to build machines to analyze sounds in the same way that people do. Drawing on over thirty-five years of experience in analyzing hearing and building systems, Richard F. Lyon explains how we can now build machines with close-to-human abilities in speech, music, and other sound-understanding domains. He explains human hearing in terms of engineering concepts, and describes how to incorporate those concepts into machines for a wide range of modern applications. The details of this approach are presented at an accessible level, to bring a diverse range of readers, from neuroscience to engineering, to a common technical understanding. The description of hearing as signal-processing algorithms is supported by corresponding open-source code, for which the book serves as motivating documentation Mathematisches Modell Hearing Auditory perception / Mathematical models Auditory perception / Computer simulation Erscheint auch als Druck-Ausgabe, hardback 978-1-107-00753-6 https://doi.org/10.1017/9781139051699 Verlag URL des Erstveröffentlichers Volltext |
| spellingShingle | Lyon, Richard F. 1952- Human and machine hearing extracting meaning from sound Theories of hearing -- On logarithmic and power-law hearing -- Human hearing overview -- Acoustic approaches and auditory influence -- Introduction to linear systems -- Discrete-time and digital systems -- Resonators -- Gammatone and related filters -- Nonlinear systems -- Automatic gain control -- Waves in distributed systems -- Auditory filter models -- Modeling the cochlea -- The CARFAC digital cochlear model -- The cascade of asymmetric resonators -- The outer hair cell -- The inner hair cell -- The AGC loop filter -- Auditory nerve and cochlear nucleus -- The auditory image -- Binaural spatial hearing -- The auditory brain -- Neural networks for machine learning -- Feature spaces -- Sound search -- Musical melody matching -- Other applications Mathematisches Modell Hearing Auditory perception / Mathematical models Auditory perception / Computer simulation |
| title | Human and machine hearing extracting meaning from sound |
| title_auth | Human and machine hearing extracting meaning from sound |
| title_exact_search | Human and machine hearing extracting meaning from sound |
| title_full | Human and machine hearing extracting meaning from sound Richard F. Lyon, Google, Inc |
| title_fullStr | Human and machine hearing extracting meaning from sound Richard F. Lyon, Google, Inc |
| title_full_unstemmed | Human and machine hearing extracting meaning from sound Richard F. Lyon, Google, Inc |
| title_short | Human and machine hearing |
| title_sort | human and machine hearing extracting meaning from sound |
| title_sub | extracting meaning from sound |
| topic | Mathematisches Modell Hearing Auditory perception / Mathematical models Auditory perception / Computer simulation |
| topic_facet | Mathematisches Modell Hearing Auditory perception / Mathematical models Auditory perception / Computer simulation |
| url | https://doi.org/10.1017/9781139051699 |
| work_keys_str_mv | AT lyonrichardf humanandmachinehearingextractingmeaningfromsound |