Extraction and Representation of Prosody for Speaker, Speech and Language Recognition: SpringerBriefs in Speech Technology
Autor Leena Maryen Limba Engleză Paperback – 14 oct 2011
- The significance of prosody for speech processing applications
- Why prosody need to be incorporated in speech processing applications
- Different methods for extraction and representation of prosody for applications such as speech synthesis, speaker recognition, language recognition and speech recognition
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Specificații
ISBN-13: 9781461411581
ISBN-10: 1461411580
Pagini: 72
Ilustrații: 1
Dimensiuni: 155 x 235 x 4 mm
Greutate: 0.12 kg
Ediția:2012
Editura: Springer
Colecția Springer
Seria SpringerBriefs in Speech Technology
Locul publicării:New York, NY, United States
ISBN-10: 1461411580
Pagini: 72
Ilustrații: 1
Dimensiuni: 155 x 235 x 4 mm
Greutate: 0.12 kg
Ediția:2012
Editura: Springer
Colecția Springer
Seria SpringerBriefs in Speech Technology
Locul publicării:New York, NY, United States
Public țintă
Professional/practitionerCuprins
1.
Significance
of
Prosody
for
Speaker,
Language
and
Speech
Recognition.-
1.1
Introduction.-
1.2
What
is
prosody.-
1.3
Probabilistic
formulation
of
recognition.-
1.4
Significance
of
prosody
for
robust
recognition.-
1.5
Automatic
speaker
recognition.-
1.6
Automatic
language
recognition.-
1.7
Automatic
speech
recognition.-
1.8
Summary.-
2.
Automatic
Extraction
of
Prosody
for
Speaker,
Language
and
Speech
Recognition.-
2.1
Introduction.-
2.2
Extraction
and
representation
of
prosodic
features
in
ASR
free
approaches.-
2.3
Extraction
and
representation
of
prosodic
features
in
ASR
based
approaches.-
2.4
Summary.-
3.
Modeling
and
Integration
of
Prosody
for
Speaker,
Language
and
Speech
Recognition.-
3.1
Introduction.-
3.2
Modeling
prosody.-
3.3
Speaker
recognition
systems
based
on
prosody.-
3.4
Language
recognition
systems
based
on
prosody.-
3.5
Speech
recognition
systems
based
on
prosody.-
3.6
Fusion
of
prosodic
evidence
into
the
conventional
recognition
systems.-
3.7
Summary.
Caracteristici
The
author
covers
prosody
from
the
speech
processing
perspective