Human and Automatic Speaker Recognition over Telecommunication Channels
Seiten
2015
|
1st ed. 2016
Springer Verlag, Singapore
978-981-287-726-0 (ISBN)
Springer Verlag, Singapore
978-981-287-726-0 (ISBN)
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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