Human and Automatic Speaker Recognition over Telecommunication Channels

Buch | Hardcover
169 Seiten
2015 | 1st ed. 2016
Springer Verlag, Singapore
978-981-287-726-0 (ISBN)

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Human and Automatic Speaker Recognition over Telecommunication Channels - Laura Fernández Gallardo
128,39 inkl. MwSt
This work addresses the evaluation of the human and the automatic speaker recognition performances under different channel distortions caused by bandwidth limitation, codecs, and electro-acoustic user interfaces, among other impairments. Its main contribution is the demonstration of the benefits of communication channels of extended bandwidth, together with an insight into how speaker-specific characteristics of speech are preserved through different transmissions. It provides sufficient motivation for considering speaker recognition as a criterion for the migration from narrowband to enhanced bandwidths, such as wideband and super-wideband.

Introduction.- Literature Review.- Human Speaker Identification Performance under Channel Degradations.- Importance of Intelligible Phonemes for Human Speaker Recognition in Different Bandwidths.- Automatic Speaker Verification Performance Under Channel Distortions.- Detecting Speaker-Discriminative Spectral Content in Wideband for Automatic Speaker Recognition.- Relations Among Speech Quality, Human Speaker Identification, and Automatic Speaker Verification. Conclusions and Future Work.

Reihe/Serie T-Labs Series in Telecommunication Services
Zusatzinfo XII, 169 p.
Verlagsort Singapore
Sprache englisch
Maße 155 x 235 mm
Themenwelt Mathematik / Informatik Informatik Netzwerke
Informatik Software Entwicklung User Interfaces (HCI)
Informatik Theorie / Studium Künstliche Intelligenz / Robotik
Technik Elektrotechnik / Energietechnik
Technik Nachrichtentechnik
Schlagworte Channel Distortions • Electro-acoustic User Interfaces • Gaussian Mixture Models-Universal Background Model • Human Speaker Identification • i-vectors • Joint Factor Analysis • speaker verification
ISBN-10 981-287-726-6 / 9812877266
ISBN-13 978-981-287-726-0 / 9789812877260
Zustand Neuware
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