Prosody in speech understanding systems:
Saved in:
| Main Author: | |
|---|---|
| Format: | Thesis Book |
| Language: | English |
| Published: |
Berlin [u.a.]
Springer
1997
|
| Series: | Lecture notes in computer science
1307 : Lecture notes in artificial intelligence |
| Subjects: | |
| Online Access: | Inhaltsverzeichnis |
| Physical Description: | XIX, 357 S. graph. Darst. |
| ISBN: | 3540635807 |
Staff View
MARC
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| 100 | 1 | |a Kompe, Ralf |e Verfasser |4 aut | |
| 245 | 1 | 0 | |a Prosody in speech understanding systems |c Ralf Kompe |
| 264 | 1 | |a Berlin [u.a.] |b Springer |c 1997 | |
| 300 | |a XIX, 357 S. |b graph. Darst. | ||
| 336 | |b txt |2 rdacontent | ||
| 337 | |b n |2 rdamedia | ||
| 338 | |b nc |2 rdacarrier | ||
| 490 | 1 | |a Lecture notes in computer science |v 1307 : Lecture notes in artificial intelligence | |
| 502 | |a Zugl.: Erlangen-Nürnberg, Univ., Diss., 1996 | ||
| 650 | 4 | |a Automatic speech recognition | |
| 650 | 4 | |a Versification | |
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| 655 | 7 | |0 (DE-588)4113937-9 |a Hochschulschrift |2 gnd-content | |
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Record in the Search Index
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| adam_text |
CONTENTS
1
INTRODUCTION
1
1.1
AUTOMATIC
SPEECH
UNDERSTANDING
(ASU)
.
1
1.1.1
APPLICATIONS
.
1
1.1.2
APPLICATION
SPECIFIC
REQUIREMENTS
.
3
1.1.3
BASIC
ASU
SYSTEM
STRUCTURE
.
4
1.2
PROSODY
IN
ASU
.
8
1.2.1
POTENTIALS
.
;
.
.
.
8
1.2.2
GENERAL
DIFFICULTIES
.
10
1.2.3
STATE-OF-THE-ART
.
.
.
11
1.3
ABOUT
THIS
BOOK
.
13
1.3.1
PREREQUISITES
AND
GENERAL
REMARKS
.
13
1.3.2
CONTRIBUTION
TO
THE
PROGRESS
IN
SCIENCE
.
15
1.3.3
OVERVIEW
.
18
2
BASIC
APPROACHES
21
2.1
GENERAL
CONSIDERATIONS
.
21
2.2
NEURAL
NETWORKS
(NNS)
.
26
2.2.1
DEFINITIONS
AND
COMPUTATION
.
26
2.2.2
TRAINING
.
28
2.2.3
PROPERTIES
OF
FEED-FORWARD
NNS
.
30
2.2.4
EXTENSIONS
TO
FEED-FORWARD
NNS
.
30
2.3
HIDDEN
MARKOV
MODELS
(HMMS)
.
32
2.3.1
STRUCTURE
.
32
2.3.2
SPEECH
RECOGNITION
WITH
HMMS
.
34
2.3.3
PARAMETER
ESTIMATION
.
37
2.4
N-GRAM
GRAMMARS
.
.
YY.
-.
.
40
2.5
VITERBI
SEARCH
.
43
2.6
A*
SEARCH
.
44
2.7
NN/HMM
HYBRID
SYSTEMS
.
.
47
2.7.1
NN
FOR
FEATURE
TRANSFORMATION:
NN-FEAT/HMM
.
48
XII
2.7.2
NN
AS
PROBABILITY
ESTIMATOR:
NN-PROB/HMM
.
52
2.8
MULTI-LEVEL
SEMANTIC
CLASSIFICATION
TREES
(MSCTS)
.
54
2.8.1
SEMANTIC
CLASSIFICATION
TREES
.
55
2.8.2
MULTI-LEVEL
INFORMATION
.
56
2.8.3
THE
TRAINING
OF
MSCTS
.
60
2.9
SUMMARY
.
63
3
THE
BASELINE
ASU
SYSTEMS
67
3.1
SPEECH
RECOGNITION
.
67
3.2
INTERFACES
BETWEEN
ASR AND
LINGUISTIC
ANALYSIS
.
71
3.3
INFORMATION
RETRIEVAL:
E
VAR
.
74
3.4
SPEECH-TO-SPEECH
TRANSLATION:
VERBMOBIL
.
80
3.5
SUMMARY
.
92
4
PROSODY
95
4.1
DEFINITION
OF
BASIC
TERMS
.
95
4.1.1
BASIC
PROSODIC
ATTRIBUTES
.
95
4.1.2
COMPOUND
PROSODIC
ATTRIBUTES
.
99
4.2
THE
FUNCTIONAL
ROLES
OF
PROSODY
IN
HUMAN-HUMAN
COMMUNICATION
.
110
4.2.1
REMARKS
ON
THE
IMPORTANCE
6F
PROSODY
.
110
4.2.2
SENTENCE
MOOD
.
ILL
4.2.3
PHRASE
STRUCTURE
.
113
4.2.4
FOCUS
AND
SCOPE
.
118
4.2.5
PRAGMATICS
AND
DISCOURSE
.
121
4.2.6
CONTRASTIVE
ACCENT
.
123
4.2.7
EMPHATIC
ACCENT
AND
OTHER
PARALINGUISTIC
ROLES
.
123
4.2.8
DISFLUENCIES
.
124
4.3
PROSODY
IN
MAN-MACHINE
COMMUNICATION:
A
LITERATURE
SURVEY
.
126
4.3.1
WORD
RECOGNITION
.
126
4.3.2
LINGUISTIC
ANALYSIS
.
128
4.3.3
STOCHASTIC
LANGUAGE MODELS
.
129
4.3.4
OTHER
FIELDS
OF
ASU
.
130
4.4
SUMMARY
.
131
5
PROSODIC
LABELING
AND
SPEECH
CORPORA
135
5.1
E
RBA
.
136
5.1.1
THE
SPEECH
CORPUS
.
136
5.1.2
AUTOMATIC
LABELING
OF
SYNTACTIC-PROSODIC
PHRASE
BOUNDARIES
.
141
XIII
5.1.3
AUTOMATIC
LABELING
OF
SYNTACTIC-PROSODIC
ACCENTS
.
144
5.1.4
AUTOMATIC
LABELS
VERSUS
LISTENER
JUDGMENTS
.
148
5.2
V
ERBMOBIL
.
152
5.2.1
THE
SPEECH
CORPUS
.
153
5.2.2
ACOUSTIC-PROSODIC
BOUNDARY
(B)
AND
ACCENT
LABELS
.
.
.
158
5.2.3
TONE
LABELS
.
160
5.2.4
THE
SYNTACTIC
S
LABELS
.
162
5.2.5
THE
SYNTACTIC-PROSODIC
M
LABELS
.
164
5.2.6
DIALOG
ACT
BOUNDARIES:
THE
D
LABELS
.
174
5.2.7
CORRESPONDENCE BETWEEN
THE
BOUNDARY
LABELS
.
176
5.2.8
CORRESPONDENCE
OF
THE
DIFFERENT
BOUNDARY
LABELS
WITH
PAUSES
.
182
5.3
TIME-OF-DAY
EXPRESSIONS
.
182
5.4
THE
MUNICH
SPONTAN
DATA
.
184
5.5
SUMMARY
.
184
6
PREPROCESSING
AND
CLASSIFICATION
187
6.1
NEURAL
INVERSE
FILTERING
.
187
6.2
DPFO-SEQ:
INCREMENTAL
FUNDAMENTAL
FREQUENCY
DETERMINATION
190
6.3
CLASSIFICATION
OF
SENTENCE
MOOD
.
193
6.4
RECOGNITION
OF
PHRASE
BOUNDARIES
AND
ACCENTS
.
196
6.4.1
GENERAL
CONSIDERATIONS
.
196
6.4.2
FEATURE
EXTRACTION
.
197
6.4.3
CLASSIFICATION
.
200
6.4.4
CONSIDERATIONS
REGARDING
THE
INTEGRATION
OF
NNS
IN
ASU
205
6.5
SUMMARY
.
207
7
PROSODIC
PHRASE
MODELS
211
7.1
NN/HMM
HYBRIDS
.
212
7.2
POLYGRAM
CLASSIFIER
AND
COMBINATION
WITH
NN
.
220
7.3
AN INTEGRATED
SPEECH
AND
LANGUAGE
MODEL
USING
MSCTS
.
229
7.4
SUMMARY
.
234
8
INTEGRATION
OF
THE PROSODIC
ATTRIBUTES
IN
ASU
237
8.1
PROSODIC
SCORING
OF
WORD
HYPOTHESES
GRAPHS
.
238
8.2
WORD
RECOGNITION
.
246
8.3
SYNTAX
.
248
8.3.1
GENERAL
CONSIDERATIONS
.
248
8.3.2
PARSING
OF
PROSODICALLY
SCORED
WORD
GRAPHS
.
255
8.3.3
CONSTRAINING THE POSITION
OF
HEAD
TRACES
.
269
XIV
8.4
SEMANTICS
.
272
8.5
TRANSFER
.
.
275
8.6
DIALOG
.
276
8.6.1
CLASSIFICATION
OF
DIALOG
ACTS
IN
VERBMOBIL
.
276
8.6.2
PROSODIC DIALOG
CONTROL
IN
EVAR
.
278
8.7
SUMMARY
.
281
9
FUTURE
WORK
285
T
.
10
SUMMARY
291
BIBLIOGRAPHY
299
GLOSSARY
335
INDEX
341
A
EQUATIONS
AND
TABLES
347
-
A.1
ENERGY
COMPUTATION
.
347
A.2
INTRINSIC
NORMALIZATION
OF
THE PHONE
DURATION
.
.
348
A.3
PHONETIC
ALPHABETS
.
349
A.4
EXAMPLES
FOR
FEATURE
SETS
FOR
THE
ACOUSTIC-PROSODIC
CLASSIFICATION
.
350
B
EXAMPLES
355
B.L
JA
ZUR
NOT
GEHT
'
S
AUCH
AM
SAMSTAG
.
.
355
B.2
SPEECH
SIGNALS
ON
THE
W
ORLD
W
IDE
W
EB
.
.
.
.
355
B.3
A
PROSODICALLY
CLASSIFIED
WORD
GRAPH
.
357 |
| any_adam_object | 1 |
| author | Kompe, Ralf |
| author_facet | Kompe, Ralf |
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| callnumber-subject | TK - Electrical and Nuclear Engineering |
| classification_rvk | ST 690 |
| classification_tum | ELT 533d DAT 714d |
| ctrlnum | (OCoLC)845498271 (DE-599)BVBBV011524004 |
| dewey-full | 006.4/5421 006.454 |
| dewey-hundreds | 000 - Computer science, information, general works |
| dewey-ones | 006 - Special computer methods |
| dewey-raw | 006.4/54 21 006.454 |
| dewey-search | 006.4/54 21 006.454 |
| dewey-sort | 16.4 254 221 |
| dewey-tens | 000 - Computer science, information, general works |
| discipline | Informatik Elektrotechnik |
| format | Thesis Book |
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| indexdate | 2025-01-10T15:06:22Z |
| institution | BVB |
| isbn | 3540635807 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-007755408 |
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| series | Lecture notes in computer science |
| series2 | Lecture notes in computer science |
| spelling | Kompe, Ralf Verfasser aut Prosody in speech understanding systems Ralf Kompe Berlin [u.a.] Springer 1997 XIX, 357 S. graph. Darst. txt rdacontent n rdamedia nc rdacarrier Lecture notes in computer science 1307 : Lecture notes in artificial intelligence Zugl.: Erlangen-Nürnberg, Univ., Diss., 1996 Automatic speech recognition Versification Prosodie (DE-588)4047500-1 gnd rswk-swf Sprachverstehen (DE-588)4077744-3 gnd rswk-swf Automatische Spracherkennung (DE-588)4003961-4 gnd rswk-swf (DE-588)4113937-9 Hochschulschrift gnd-content Prosodie (DE-588)4047500-1 s Automatische Spracherkennung (DE-588)4003961-4 s DE-604 Sprachverstehen (DE-588)4077744-3 s Lecture notes in computer science 1307 : Lecture notes in artificial intelligence (DE-604)BV000000607 1307 : Lecture DNB Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=007755408&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Kompe, Ralf Prosody in speech understanding systems Lecture notes in computer science Automatic speech recognition Versification Prosodie (DE-588)4047500-1 gnd Sprachverstehen (DE-588)4077744-3 gnd Automatische Spracherkennung (DE-588)4003961-4 gnd |
| subject_GND | (DE-588)4047500-1 (DE-588)4077744-3 (DE-588)4003961-4 (DE-588)4113937-9 |
| title | Prosody in speech understanding systems |
| title_auth | Prosody in speech understanding systems |
| title_exact_search | Prosody in speech understanding systems |
| title_full | Prosody in speech understanding systems Ralf Kompe |
| title_fullStr | Prosody in speech understanding systems Ralf Kompe |
| title_full_unstemmed | Prosody in speech understanding systems Ralf Kompe |
| title_short | Prosody in speech understanding systems |
| title_sort | prosody in speech understanding systems |
| topic | Automatic speech recognition Versification Prosodie (DE-588)4047500-1 gnd Sprachverstehen (DE-588)4077744-3 gnd Automatische Spracherkennung (DE-588)4003961-4 gnd |
| topic_facet | Automatic speech recognition Versification Prosodie Sprachverstehen Automatische Spracherkennung Hochschulschrift |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=007755408&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| volume_link | (DE-604)BV000000607 |
| work_keys_str_mv | AT komperalf prosodyinspeechunderstandingsystems |