Anticipate the user: Multimodal analyses in human-machine interaction towards group interactions
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
Dresden
TUDpress
2020
|
| Schriftenreihe: | Studientexte zur Sprachkommunikation
Bd. 98 |
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | Literaturverzeichnis Seite 297-354 |
| Beschreibung: | xxiii, 354 Seiten 24 cm x 17 cm |
| ISBN: | 9783959082136 3959082134 |
Internformat
MARC
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| 016 | 7 | |a 1214253571 |2 DE-101 | |
| 020 | |a 9783959082136 |c : EUR 39.80 (DE), EUR 41.00 (AT) |9 978-3-95908-213-6 | ||
| 020 | |a 3959082134 |9 3-95908-213-4 | ||
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| 100 | 1 | |a Böck, Ronald |d 1982- |e Verfasser |0 (DE-588)1069220744 |4 aut | |
| 245 | 1 | 0 | |a Anticipate the user |b Multimodal analyses in human-machine interaction towards group interactions |c Ronald Böck |
| 264 | 1 | |a Dresden |b TUDpress |c 2020 | |
| 300 | |a xxiii, 354 Seiten |c 24 cm x 17 cm | ||
| 336 | |b txt |2 rdacontent | ||
| 337 | |b n |2 rdamedia | ||
| 338 | |b nc |2 rdacarrier | ||
| 490 | 1 | |a Studientexte zur Sprachkommunikation |v Bd. 98 | |
| 500 | |a Literaturverzeichnis Seite 297-354 | ||
| 650 | 0 | 7 | |a Interaktion |0 (DE-588)4027266-7 |2 gnd |9 rswk-swf |
| 650 | 0 | 7 | |a Antizipation |0 (DE-588)4002342-4 |2 gnd |9 rswk-swf |
| 650 | 0 | 7 | |a Multimodalität |0 (DE-588)7859426-1 |2 gnd |9 rswk-swf |
| 650 | 0 | 7 | |a Gruppenverhalten |0 (DE-588)4130050-6 |2 gnd |9 rswk-swf |
| 650 | 0 | 7 | |a Mensch-Maschine-Kommunikation |0 (DE-588)4125909-9 |2 gnd |9 rswk-swf |
| 653 | |a Human-Machine Interaction | ||
| 653 | |a Gruop Interactions | ||
| 653 | |a User-Anticipation | ||
| 689 | 0 | 0 | |a Mensch-Maschine-Kommunikation |0 (DE-588)4125909-9 |D s |
| 689 | 0 | 1 | |a Gruppenverhalten |0 (DE-588)4130050-6 |D s |
| 689 | 0 | 2 | |a Interaktion |0 (DE-588)4027266-7 |D s |
| 689 | 0 | 3 | |a Antizipation |0 (DE-588)4002342-4 |D s |
| 689 | 0 | 4 | |a Multimodalität |0 (DE-588)7859426-1 |D s |
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| 830 | 0 | |a Studientexte zur Sprachkommunikation |v Bd. 98 |w (DE-604)BV004657671 |9 98 | |
| 856 | 4 | 2 | |m DNB Datenaustausch |q application/pdf |u http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=032329966&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |3 Inhaltsverzeichnis |
| 943 | 1 | |a oai:aleph.bib-bvb.de:BVB01-032329966 | |
Datensatz im Suchindex
| _version_ | 1810996317584883712 |
|---|---|
| adam_text |
CONTENTS
LIST
OF
FIGURES
XVI
LIST
OF
TABLES
XVIII
NOTATIONS
AND
CONVENTIONS
XIX
ABBREVIATIONS
XXI
SYMBOLS
XXIII
I
INTRODUCTION
1
1
USER
ANTICIPATION
IN
INTERACTIONS
5
1.1
MOTIVATION
.
6
1.2
DYNAMIC
INTERACTIONS
AND
SITUATIONS
.
8
1.3
SINGLE
HUMAN-MACHINE
INTERACTION
.
10
1.3.1
INTENTION
AND
ANTICIPATION
IN
HUMAN-MACHINE
INTERACTION
10
1.3.2
EMOTIONS
AND
DISPOSITIONS
IN
HUMAN-MACHINE
INTERACTION
12
1.4
FROM
SINGLE-AGENT
TO
MULTI-AGENT
.
19
2
DEVELOPMENT
OF
THE
FIELD
21
2.1
OVERVIEW
ON
CORPORA
.
22
2.1.1
QUALITY
OF
CORPORA
.
22
2.1.2
CORPORA
IN
DISPOSITION
RECOGNITION
.
.
.
.
24
2.1.3
CORPORA
IN
GROUP
SETTINGS
.
26
2.2
OVERVIEW
ON
HUMAN-MACHINE
INTERACTION
.
26
2.2.1
SPEECH-BASED
DISPOSITION
RECOGNITION
.
30
2.2.2
MULTIMODAL
USER
ANALYSIS
IN
HUMAN-MACHINE
INTERACTION
.
35
2.2.3
CLASSIFICATION
APPROACHES
IN
HUMAN-MACHINE
INTERACTION
.
36
2.3
OVERVIEW
ON
COMMUNICATION
IN
GROUP
INTERACTIONS
.
40
3
CORPORA
47
3.1
BENCHMARK
CORPORA
.
48
3.2
C
ASIA
COFFEE
HOUSE
CORPUS
.
50
3.3
EMOGEST
CORPUS
.
53
3.4
L
AST
M
INUTE
CORPUS
.
55
3.5
N
IMITEK
CORPUS
.
58
II
INTERACTION
AT
LARGE
61
4
INTRODUCTION
TO
INTERACTION
DYNAMICS
65
4.1
MOTIVATION
.
65
4.2
STATE-OF-THE-ART
IN
INTERACTION
DYNAMICS
.
67
4.2.1
DISPOSITIONAL
DYNAMICS
AND
EVOLUTION
.
67
4.2.2
TEMPORAL
UNCERTAINTY
MODELLING
IN
INTERACTION
ASSESSMENTS
69
4.2.3
CONSECUTIVE
STAGES
IN
INTERACTION
.
71
5
DISPOSITIONAL
EVOLUTION
FROM
SPEECH
75
5.1
DISPOSITION
EVOLUTION:
A
DYNAMIC
CONCEPT
.
76
5.2
EVALUATION
OF
DISPOSITIONAL
PRIMING
.
78
5.2.1
SELF-RATING
OF
DISPOSITIONAL
STATES
.
78
5.2.2
AUTOMATIC
CLASSIFICATION
OF
DISPOSITIONAL
STATES
.
79
5.3
CLASSIFICATION
OF
DISPOSITION
EVOLUTION
.
81
5.3.1
EXPERIMENTAL
SETUP
.
82
5.3.2
EXPERIMENTAL
RESULTS
AND
DISCUSSION
.
85
5.4
SUMMARY
.
89
6
USER-SPECIFIC
TEMPORAL
SMOOTHNESS
91
6.1
BASICS
OF
DEMPSTER-SHAFER
THEORY
.
92
6.2
MOTIVATION
FOR
A
USER-SPECIFIC
EXTENSION
.
94
6.3
ATTAINING
STABILITY
BY
A
SCALED
PENALTY
TERM
.
97
6.4
USER-SPECIFIC
ADAPTATION
.
99
6.5
EXPERIMENTAL
EXAMPLE
.
102
6.5.1
N
IMITEK
CORPUS
SUBSET
AND
DATA
PREPARATION
.
102
6.5.2
EXPERIMENTAL
RESULTS
.
104
6.6
DISCUSSION
.
HO
6.7
SUMMARY
.
H2
7
CONSECUTIVE
STAGES
IN
INTERACTIONS
115
7.1
INTRODUCTION
TO
CONSECUTIVE
STAGES
.
116
7.2
COMPARISON
OF
FEATURES
.
118
7.2.1
COMPARISON
SETTING
.
119
X
7.2.2
SPEAKER(-GROUP)-DEPENDENT
COMPARISON
.
121
7.2.3
FEATURES
SETS
FOR
CONSECUTIVE
STAGE
DETECTION
.
125
7.3
DETECTION
OF
CONSECUTIVE
STAGES
.
125
7.3.1
EXPERIMENTAL
SETUP
.
126
7.3.2
EXPERIMENTAL
RESULTS
AND
DISCUSSION
.
127
7.4
SUMMARY
.
129
8
CLOSING
REMARKS
ON
INTERACTION
DYNAMICS
131
III
ACTION
MODALITIES
*
ANALYSIS
135
9
INTRODUCTION
TO
ACTION
MODALITIES
139
9.1
MOTIVATION
.
139
9.2
STATE-OF-THE-ART
IN
MULTIMODAL
ANALYSES
.
141
9.2.1
ANALYSES
AND
PRE-PROCESSING
METHODS
OF
DISPOSITIONAL
SPEECH
.
141
9.2.2
MOVEMENT
ANALYSES
.
143
10
NORMALISATION
IN
SPEECH-BASED
DISPOSITION
ANALYSES
147
10.1
NORMALISATION
APPROACHES
.
148
10.2
NORMALISATION
EXPERIMENTS
.
151
10.2.1
APPLICATION
OF
NORMALISATION
APPROACHES
.
151
10.2.2
EXPERIMENTAL
SETUP
.
151
10.2.3
EXPERIMENTAL
RESULTS
AND
FINDINGS
.
153
10.3
NORMALISATION
RECOMMENDATIONS
.
157
10.4
SUMMARY
.
158
11
COMBINATION
OF
DIALOGUE
AND
HEAD
ORIENTATION
161
11.1
DIALOGUE
AND
HEAD
DATA
.
161
11.2
DISCUSSIONS
ON
DIALOGUE
AND
HEAD
ORIENTATION
.
163
11.3
SUMMARY
.
168
12
MOVEMENT
PATTERNS
IN
HUMAN-MACHINE
INTERACTION
169
12.1
FROM
PROBABILISTIC
BREADTH
TO
MOVEMENT
FEATURES
.
170
12.1.1
THEORETICAL
CONCEPT
OF
PROBABILISTIC
BREADTH
.
170
12.1.2
GENERATION
OF
A
MOVEMENT
FEATURE
SET
.
175
12.2
MOVEMENT
PATTERNS
IN
THE
C
ASIA
COFFEE
HOUSE
CORPUS
.
176
12.2.1
PROTOTYPICAL
MOVEMENT
PATTERNS
.
176
XI
12.2.2
AUTOMATIC
CLUSTERING
OF
MOVEMENT
PATTERNS
.
181
12.2.3
AUTOMATIC
CLASSIFICATION
OF
MOVEMENT
PATTERNS
.
183
12.3
MOVEMENT
PATTERNS
IN
THE
L
AST
M
INUTE
2
SUB-CORPUS
.
187
12.3.1
AUTOMATIC
CLUSTERING
OF
UPPER-BODY
MOVEMENT
PATTERNS
.
187
12.3.2
AUTOMATIC
CLASSIFICATION
OF
UPPER-BODY
MOVEMENT
PATTERNS
190
12.3.3
INFLUENCE
OF
SOCIO-PSYCHOMETRICAL
CHARACTERISTICS
.
192
12.4
SUMMARY
.
194
13
CLOSING
REMARKS
ON
ACTION
MODALITIES
*
ANALYSIS
197
IV
RECOGNITION
IN
DEPTH
201
14
INTRODUCTION
TO
BIOLOGICALLY-INSPIRED
RECOGNISERS
205
14.1
MOTIVATION
.
205
14.2
STATE-OF-THE-ART
IN
BIOLOGICALLY-INSPIRED
RECOGNISERS
.
208
14.2.1
BIOLOGICALLY-INSPIRED
LEARNING
APPROACHES
.
208
14.2.2
NEURAL-BASED
AUTOMATIC
DATA
GENERATION
.
212
15
EXTENSION
OF
SEGMENTED
MEMORY
LEARNING
217
15.1
BASICS
ON
SEGMENTED-MEMORY
RECURRENT
NEURAL
NETWORKS
.
218
15.1.1
STRUCTURE
OF
SEGMENTED-MEMORY
RECURRENT
NEURAL
NETWORKS218
15.1.2
EXTENDED
REAL-TIME
RECURRENT
LEARNING
.
222
15.2
EXTENDED
BACKPROPAGATION
THROUGH
TIME
.
225
15.3
COMPARISON
OF
TRAINING
APPROACHES
.
229
15.3.1
THEORETICAL
CONSIDERATIONS
.
229
15.3.2
INFORMATION
LATCHING
PROBLEM
.
233
15.3.3
EXPERIMENTAL
SETUP
.
234
15.3.4
EXPERIMENTAL
RESULTS
AND
DISCUSSION
.
236
15.4
SUMMARY
.
239
16
EXTREME
LEARNING
MACHINES
IN
DISPOSITIONAL
SPEECH
241
16.1
BASICS
ON
EXTREME
LEARNING
MACHINES
.
242
16.1.1
BASIC
EXTREME
LEARNING
MACHINES
.
242
16.1.2
EXTREME
LEARNING
MACHINES
AS
AUTOENCODER
.
244
16.1.3
DEEP
EXTREME
LEARNING
MACHINES
.
245
16.2
CLASSIFICATION
OF
DISPOSITIONAL
SPEECH
.
246
16.2.1
BASELINE
SYSTEMS
.
247
XII
16.2.2
EXPERIMENTAL
SETUP
.
248
16.2.3
EXPERIMENTAL
RESULTS
AND
DISCUSSION
.
250
16.3
SUMMARY
.
255
17
GENERATIVE
ADVERSARIAL
NETWORKS
IN
DISPOSITIONAL
SPEECH
257
17.1
BASICS
ON
GENERATIVE
ADVERSARIAL
NETWORKS
.
258
17.1.1
NETWORK
STRUCTURE
.
258
17.1.2
TRAINING
APPROACH
.
260
17.2
SIMULATED
+
UNSUPERVISED
LEARNING
.
261
17.3
GENERATIVE
ADVERSARIAL
NETWORKS
IN
DISPOSITIONAL
SPEECH
.
263
17.3.1
EXPERIMENTAL
SETUP
.
264
17.3.2
EXPERIMENTAL
RESULTS
AND
DISCUSSION
.
267
17.4
SUMMARY
.
271
18
CLOSING
REMARKS
ON
BIOLOGICALLY-INSPIRED
RECOGNISERS
273
V
CONCLUSION
277
19
GENERAL
CLOSING
REMARKS
281
19.1
DYNAMICS
IN
DISPOSITIONS
AND
INTERACTIONS
.
281
19.2
MULTIMODAL
ANALYSES
OF
INTERACTION
PARTNERS
.
284
19.3
RECOGNITION
OF
DISPOSITIONS
.
285
19.4
SUMMARY
OF
CONTRIBUTIONS
.
287
20
FUTURE
DIRECTIONS
289
GLOSSARY
293
REFERENCES
297
XIII |
| adam_txt |
CONTENTS
LIST
OF
FIGURES
XVI
LIST
OF
TABLES
XVIII
NOTATIONS
AND
CONVENTIONS
XIX
ABBREVIATIONS
XXI
SYMBOLS
XXIII
I
INTRODUCTION
1
1
USER
ANTICIPATION
IN
INTERACTIONS
5
1.1
MOTIVATION
.
6
1.2
DYNAMIC
INTERACTIONS
AND
SITUATIONS
.
8
1.3
SINGLE
HUMAN-MACHINE
INTERACTION
.
10
1.3.1
INTENTION
AND
ANTICIPATION
IN
HUMAN-MACHINE
INTERACTION
10
1.3.2
EMOTIONS
AND
DISPOSITIONS
IN
HUMAN-MACHINE
INTERACTION
12
1.4
FROM
SINGLE-AGENT
TO
MULTI-AGENT
.
19
2
DEVELOPMENT
OF
THE
FIELD
21
2.1
OVERVIEW
ON
CORPORA
.
22
2.1.1
QUALITY
OF
CORPORA
.
22
2.1.2
CORPORA
IN
DISPOSITION
RECOGNITION
.
.
.
.
24
2.1.3
CORPORA
IN
GROUP
SETTINGS
.
26
2.2
OVERVIEW
ON
HUMAN-MACHINE
INTERACTION
.
26
2.2.1
SPEECH-BASED
DISPOSITION
RECOGNITION
.
30
2.2.2
MULTIMODAL
USER
ANALYSIS
IN
HUMAN-MACHINE
INTERACTION
.
35
2.2.3
CLASSIFICATION
APPROACHES
IN
HUMAN-MACHINE
INTERACTION
.
36
2.3
OVERVIEW
ON
COMMUNICATION
IN
GROUP
INTERACTIONS
.
40
3
CORPORA
47
3.1
BENCHMARK
CORPORA
.
48
3.2
C
ASIA
COFFEE
HOUSE
CORPUS
.
50
3.3
EMOGEST
CORPUS
.
53
3.4
L
AST
M
INUTE
CORPUS
.
55
3.5
N
IMITEK
CORPUS
.
58
II
INTERACTION
AT
LARGE
61
4
INTRODUCTION
TO
INTERACTION
DYNAMICS
65
4.1
MOTIVATION
.
65
4.2
STATE-OF-THE-ART
IN
INTERACTION
DYNAMICS
.
67
4.2.1
DISPOSITIONAL
DYNAMICS
AND
EVOLUTION
.
67
4.2.2
TEMPORAL
UNCERTAINTY
MODELLING
IN
INTERACTION
ASSESSMENTS
69
4.2.3
CONSECUTIVE
STAGES
IN
INTERACTION
.
71
5
DISPOSITIONAL
EVOLUTION
FROM
SPEECH
75
5.1
DISPOSITION
EVOLUTION:
A
DYNAMIC
CONCEPT
.
76
5.2
EVALUATION
OF
DISPOSITIONAL
PRIMING
.
78
5.2.1
SELF-RATING
OF
DISPOSITIONAL
STATES
.
78
5.2.2
AUTOMATIC
CLASSIFICATION
OF
DISPOSITIONAL
STATES
.
79
5.3
CLASSIFICATION
OF
DISPOSITION
EVOLUTION
.
81
5.3.1
EXPERIMENTAL
SETUP
.
82
5.3.2
EXPERIMENTAL
RESULTS
AND
DISCUSSION
.
85
5.4
SUMMARY
.
89
6
USER-SPECIFIC
TEMPORAL
SMOOTHNESS
91
6.1
BASICS
OF
DEMPSTER-SHAFER
THEORY
.
92
6.2
MOTIVATION
FOR
A
USER-SPECIFIC
EXTENSION
.
94
6.3
ATTAINING
STABILITY
BY
A
SCALED
PENALTY
TERM
.
97
6.4
USER-SPECIFIC
ADAPTATION
.
99
6.5
EXPERIMENTAL
EXAMPLE
.
102
6.5.1
N
IMITEK
CORPUS
SUBSET
AND
DATA
PREPARATION
.
102
6.5.2
EXPERIMENTAL
RESULTS
.
104
6.6
DISCUSSION
.
HO
6.7
SUMMARY
.
H2
7
CONSECUTIVE
STAGES
IN
INTERACTIONS
115
7.1
INTRODUCTION
TO
CONSECUTIVE
STAGES
.
116
7.2
COMPARISON
OF
FEATURES
.
118
7.2.1
COMPARISON
SETTING
.
119
X
7.2.2
SPEAKER(-GROUP)-DEPENDENT
COMPARISON
.
121
7.2.3
FEATURES
SETS
FOR
CONSECUTIVE
STAGE
DETECTION
.
125
7.3
DETECTION
OF
CONSECUTIVE
STAGES
.
125
7.3.1
EXPERIMENTAL
SETUP
.
126
7.3.2
EXPERIMENTAL
RESULTS
AND
DISCUSSION
.
127
7.4
SUMMARY
.
129
8
CLOSING
REMARKS
ON
INTERACTION
DYNAMICS
131
III
ACTION
MODALITIES
*
ANALYSIS
135
9
INTRODUCTION
TO
ACTION
MODALITIES
139
9.1
MOTIVATION
.
139
9.2
STATE-OF-THE-ART
IN
MULTIMODAL
ANALYSES
.
141
9.2.1
ANALYSES
AND
PRE-PROCESSING
METHODS
OF
DISPOSITIONAL
SPEECH
.
141
9.2.2
MOVEMENT
ANALYSES
.
143
10
NORMALISATION
IN
SPEECH-BASED
DISPOSITION
ANALYSES
147
10.1
NORMALISATION
APPROACHES
.
148
10.2
NORMALISATION
EXPERIMENTS
.
151
10.2.1
APPLICATION
OF
NORMALISATION
APPROACHES
.
151
10.2.2
EXPERIMENTAL
SETUP
.
151
10.2.3
EXPERIMENTAL
RESULTS
AND
FINDINGS
.
153
10.3
NORMALISATION
RECOMMENDATIONS
.
157
10.4
SUMMARY
.
158
11
COMBINATION
OF
DIALOGUE
AND
HEAD
ORIENTATION
161
11.1
DIALOGUE
AND
HEAD
DATA
.
161
11.2
DISCUSSIONS
ON
DIALOGUE
AND
HEAD
ORIENTATION
.
163
11.3
SUMMARY
.
168
12
MOVEMENT
PATTERNS
IN
HUMAN-MACHINE
INTERACTION
169
12.1
FROM
PROBABILISTIC
BREADTH
TO
MOVEMENT
FEATURES
.
170
12.1.1
THEORETICAL
CONCEPT
OF
PROBABILISTIC
BREADTH
.
170
12.1.2
GENERATION
OF
A
MOVEMENT
FEATURE
SET
.
175
12.2
MOVEMENT
PATTERNS
IN
THE
C
ASIA
COFFEE
HOUSE
CORPUS
.
176
12.2.1
PROTOTYPICAL
MOVEMENT
PATTERNS
.
176
XI
12.2.2
AUTOMATIC
CLUSTERING
OF
MOVEMENT
PATTERNS
.
181
12.2.3
AUTOMATIC
CLASSIFICATION
OF
MOVEMENT
PATTERNS
.
183
12.3
MOVEMENT
PATTERNS
IN
THE
L
AST
M
INUTE
2
SUB-CORPUS
.
187
12.3.1
AUTOMATIC
CLUSTERING
OF
UPPER-BODY
MOVEMENT
PATTERNS
.
187
12.3.2
AUTOMATIC
CLASSIFICATION
OF
UPPER-BODY
MOVEMENT
PATTERNS
190
12.3.3
INFLUENCE
OF
SOCIO-PSYCHOMETRICAL
CHARACTERISTICS
.
192
12.4
SUMMARY
.
194
13
CLOSING
REMARKS
ON
ACTION
MODALITIES
*
ANALYSIS
197
IV
RECOGNITION
IN
DEPTH
201
14
INTRODUCTION
TO
BIOLOGICALLY-INSPIRED
RECOGNISERS
205
14.1
MOTIVATION
.
205
14.2
STATE-OF-THE-ART
IN
BIOLOGICALLY-INSPIRED
RECOGNISERS
.
208
14.2.1
BIOLOGICALLY-INSPIRED
LEARNING
APPROACHES
.
208
14.2.2
NEURAL-BASED
AUTOMATIC
DATA
GENERATION
.
212
15
EXTENSION
OF
SEGMENTED
MEMORY
LEARNING
217
15.1
BASICS
ON
SEGMENTED-MEMORY
RECURRENT
NEURAL
NETWORKS
.
218
15.1.1
STRUCTURE
OF
SEGMENTED-MEMORY
RECURRENT
NEURAL
NETWORKS218
15.1.2
EXTENDED
REAL-TIME
RECURRENT
LEARNING
.
222
15.2
EXTENDED
BACKPROPAGATION
THROUGH
TIME
.
225
15.3
COMPARISON
OF
TRAINING
APPROACHES
.
229
15.3.1
THEORETICAL
CONSIDERATIONS
.
229
15.3.2
INFORMATION
LATCHING
PROBLEM
.
233
15.3.3
EXPERIMENTAL
SETUP
.
234
15.3.4
EXPERIMENTAL
RESULTS
AND
DISCUSSION
.
236
15.4
SUMMARY
.
239
16
EXTREME
LEARNING
MACHINES
IN
DISPOSITIONAL
SPEECH
241
16.1
BASICS
ON
EXTREME
LEARNING
MACHINES
.
242
16.1.1
BASIC
EXTREME
LEARNING
MACHINES
.
242
16.1.2
EXTREME
LEARNING
MACHINES
AS
AUTOENCODER
.
244
16.1.3
DEEP
EXTREME
LEARNING
MACHINES
.
245
16.2
CLASSIFICATION
OF
DISPOSITIONAL
SPEECH
.
246
16.2.1
BASELINE
SYSTEMS
.
247
XII
16.2.2
EXPERIMENTAL
SETUP
.
248
16.2.3
EXPERIMENTAL
RESULTS
AND
DISCUSSION
.
250
16.3
SUMMARY
.
255
17
GENERATIVE
ADVERSARIAL
NETWORKS
IN
DISPOSITIONAL
SPEECH
257
17.1
BASICS
ON
GENERATIVE
ADVERSARIAL
NETWORKS
.
258
17.1.1
NETWORK
STRUCTURE
.
258
17.1.2
TRAINING
APPROACH
.
260
17.2
SIMULATED
+
UNSUPERVISED
LEARNING
.
261
17.3
GENERATIVE
ADVERSARIAL
NETWORKS
IN
DISPOSITIONAL
SPEECH
.
263
17.3.1
EXPERIMENTAL
SETUP
.
264
17.3.2
EXPERIMENTAL
RESULTS
AND
DISCUSSION
.
267
17.4
SUMMARY
.
271
18
CLOSING
REMARKS
ON
BIOLOGICALLY-INSPIRED
RECOGNISERS
273
V
CONCLUSION
277
19
GENERAL
CLOSING
REMARKS
281
19.1
DYNAMICS
IN
DISPOSITIONS
AND
INTERACTIONS
.
281
19.2
MULTIMODAL
ANALYSES
OF
INTERACTION
PARTNERS
.
284
19.3
RECOGNITION
OF
DISPOSITIONS
.
285
19.4
SUMMARY
OF
CONTRIBUTIONS
.
287
20
FUTURE
DIRECTIONS
289
GLOSSARY
293
REFERENCES
297
XIII |
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| author | Böck, Ronald 1982- |
| author_GND | (DE-588)1069220744 |
| author_facet | Böck, Ronald 1982- |
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| bvnumber | BV046920749 |
| classification_rvk | MR 6600 |
| ctrlnum | (OCoLC)1179281054 (DE-599)DNB1214253571 |
| discipline | Soziologie Elektrotechnik / Elektronik / Nachrichtentechnik |
| discipline_str_mv | Soziologie Elektrotechnik / Elektronik / Nachrichtentechnik |
| format | Book |
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| id | DE-604.BV046920749 |
| illustrated | Not Illustrated |
| index_date | 2024-07-03T15:31:13Z |
| indexdate | 2024-09-23T14:11:14Z |
| institution | BVB |
| isbn | 9783959082136 3959082134 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-032329966 |
| oclc_num | 1179281054 |
| open_access_boolean | |
| owner | DE-739 DE-573 |
| owner_facet | DE-739 DE-573 |
| physical | xxiii, 354 Seiten 24 cm x 17 cm |
| publishDate | 2020 |
| publishDateSearch | 2020 |
| publishDateSort | 2020 |
| publisher | TUDpress |
| record_format | marc |
| series | Studientexte zur Sprachkommunikation |
| series2 | Studientexte zur Sprachkommunikation |
| spelling | Böck, Ronald 1982- Verfasser (DE-588)1069220744 aut Anticipate the user Multimodal analyses in human-machine interaction towards group interactions Ronald Böck Dresden TUDpress 2020 xxiii, 354 Seiten 24 cm x 17 cm txt rdacontent n rdamedia nc rdacarrier Studientexte zur Sprachkommunikation Bd. 98 Literaturverzeichnis Seite 297-354 Interaktion (DE-588)4027266-7 gnd rswk-swf Antizipation (DE-588)4002342-4 gnd rswk-swf Multimodalität (DE-588)7859426-1 gnd rswk-swf Gruppenverhalten (DE-588)4130050-6 gnd rswk-swf Mensch-Maschine-Kommunikation (DE-588)4125909-9 gnd rswk-swf Human-Machine Interaction Gruop Interactions User-Anticipation Mensch-Maschine-Kommunikation (DE-588)4125909-9 s Gruppenverhalten (DE-588)4130050-6 s Interaktion (DE-588)4027266-7 s Antizipation (DE-588)4002342-4 s Multimodalität (DE-588)7859426-1 s DE-604 Studientexte zur Sprachkommunikation Bd. 98 (DE-604)BV004657671 98 DNB Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=032329966&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Böck, Ronald 1982- Anticipate the user Multimodal analyses in human-machine interaction towards group interactions Studientexte zur Sprachkommunikation Interaktion (DE-588)4027266-7 gnd Antizipation (DE-588)4002342-4 gnd Multimodalität (DE-588)7859426-1 gnd Gruppenverhalten (DE-588)4130050-6 gnd Mensch-Maschine-Kommunikation (DE-588)4125909-9 gnd |
| subject_GND | (DE-588)4027266-7 (DE-588)4002342-4 (DE-588)7859426-1 (DE-588)4130050-6 (DE-588)4125909-9 |
| title | Anticipate the user Multimodal analyses in human-machine interaction towards group interactions |
| title_auth | Anticipate the user Multimodal analyses in human-machine interaction towards group interactions |
| title_exact_search | Anticipate the user Multimodal analyses in human-machine interaction towards group interactions |
| title_exact_search_txtP | Anticipate the user Multimodal analyses in human-machine interaction towards group interactions |
| title_full | Anticipate the user Multimodal analyses in human-machine interaction towards group interactions Ronald Böck |
| title_fullStr | Anticipate the user Multimodal analyses in human-machine interaction towards group interactions Ronald Böck |
| title_full_unstemmed | Anticipate the user Multimodal analyses in human-machine interaction towards group interactions Ronald Böck |
| title_short | Anticipate the user |
| title_sort | anticipate the user multimodal analyses in human machine interaction towards group interactions |
| title_sub | Multimodal analyses in human-machine interaction towards group interactions |
| topic | Interaktion (DE-588)4027266-7 gnd Antizipation (DE-588)4002342-4 gnd Multimodalität (DE-588)7859426-1 gnd Gruppenverhalten (DE-588)4130050-6 gnd Mensch-Maschine-Kommunikation (DE-588)4125909-9 gnd |
| topic_facet | Interaktion Antizipation Multimodalität Gruppenverhalten Mensch-Maschine-Kommunikation |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=032329966&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| volume_link | (DE-604)BV004657671 |
| work_keys_str_mv | AT bockronald anticipatetheusermultimodalanalysesinhumanmachineinteractiontowardsgroupinteractions |