Information retrieval for music and motion:
Saved in:
| Main Author: | |
|---|---|
| Format: | Book |
| Language: | English |
| Published: |
Berlin [u.a.]
Springer
2007
|
| Subjects: | |
| Links: | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=016166275&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| Physical Description: | XV, 313 S. Ill., graph. Darst. 235 mm x 155 mm |
| ISBN: | 9783540740476 3540740473 |
Staff View
MARC
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Record in the Search Index
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| adam_text |
Contents
Introduction
. 1
1.1
Music Information Retrieval
. 1
1.1.1
Outline of Part, I
. 3
1.1.2
Further Notes
. 4
1.2
Motion Retrieval
. 5
1.2.1
Outline of Part II
. 7
1.2.2
Further Notes
. 9
1.3
General Concepts
. 10
Part I Analysis and Retrieval Techniques for Music Data
2
Fundamentals on Music and Audio Data
. 17
2.1
Music Representations
. 17
2.1.1
Score Representation
. 18
2.1.2
Sound. Waveform, and Audio Representation
. 20
2.1.3
MIDI Representation
. 24
2.2
Fourier Transform
. 28
2.2.1
Signals and Signal Spaces
. 28
2.2.2
Fourier Representations
. 31
2.2.3
Discrete Fourier Transform
. 35
2.2.4
Further Notes
. 38
2.3
Digital Filters
. 39
2.3.1
Convolution Filters
. 39
2.3.2
Frequency Response
. 41
2.3.3
Filter Specifications
. 43
2.3.4
Examples
. 45
2.3.5
Further Notes
. 48
XII Contents
3
Pitch- and Chroma-Based Audio Features
. 51
3.1
Pitch Features
. 52
3.2
Local Energy (STMSP) and Onset Features
. 55
3.3
Chroma and
CENS
Features
. 60
3.4
Further Notes
. 65
4
Dynamic Time Warping
. 69
4.1
Classical DTW
. 69
4.2
Variations of DTW
. 74
4.2.1
Step Size Condition
. 74
4.2.2
Local Weights
. 76
4.2.3
Global Constraints
. 76
4.2.4
Approximations
. 77
4.3
Multiscale DTW
. 78
4.4
Subsequence DTW
. 79
4.5
Further Notes
. 82
5
Music Synchronization
. 85
5.1
Synchronization Tasks
. 85
5.2
A Multiscale Approach to Audio Synchronization
. 87
5.2.1
Audio Features
. 88
5.2.2
Local Cost Measure
. 89
5.2.3
Resolution Levels and ¿-Neighborhood
. 90
5.2.4
Experimental Results
. 92
5.2.5
Enhancing Cost Matrices
. 94
5.3
Onset-Based Score-Audio Synchronization
. 96
5.3.1
Audio Features
. 97
5.3.2
Local Similarity Measure
. 98
5.3.3
Matching Model and Alignment
. 99
5.3.4
Efficiency and Anchor Matches
.102
5.3.5
Experimental Results
.103
5.4
Further Notes
.106
6
Audio Matching
.109
6.1
Diagonal Audio Matching
.110
6.1.1
Audio Features
.110
6.1.2
Basic Matching Procedure
.
Ill
6.1.3
Global Variations in Tempo and Key
.113
6.1.4
Efficient Implementation
.115
6.2
Experimental Results for Diagonal Audio Matching
.115
6.2.1
Representative Matching Results
.116
6.2.2
Dependence on Query Length
.121
6.3 Codebook
Selection for
CENS
Features
.123
6.3.1 Codebook
Selection by Unsupervised Learning
.123
6.3.2 Codebook
Selection Based on Musical Knowledge
.125
Contents XIII
6.4
Index-Based Audio Matching
.126
6.4.1
Exact Matches
.127
6.4.2
Fault Tolerance Mechanisms
.128
6.4.3
Retrieval Scenario and Ranking
.129
6.5
Experimental Results for Index-Based Audio Matching
.131
6.5.1
Diagonal vs. Index-Based Matching
.132
6.5.2
Comparison of
Codebooks
.135
6.5.3
Running Times
.135
6.6
Further Notes
.137
7
Audio Structure Analysis
.141
7.1
General Strategy and Notation
.142
7.2
Enhancing Similarity Matrices
.145
7.3
Path Extraction
.147
7.4
Global Structure Analysis
.150
7.5
Experiments
.155
7.5.1
General Results
.156
7.5.2
Running Time Behavior
.161
7.5.3
Transpositions
.162
7.6
Further Notes
.165
8
SyncPlayer: An Advanced Audio Player
.169
8.1
Overview
.169
8.2
SyncPlayer Server
.171
8.3
SyncPlayer Client
.174
8.4
Further Notes
.180
Part II Analysis and Retrieval Techniques for Motion Data
9
Fundamentals on Motion Capture Data
.187
9.1
Motion Capture Data
.187
9.2
Similarity Aspects
.189
9.3
Kinematic Chains
.194
9.3.1
Formal Definition
.194
9.3.2
Forward Kinematics
.195
9.3.3
Animated Kinematic Chains
.197
9.3.4
Further Notes
.198
9.4
Rotations
.199
9.4.1
Basic Definitions and Properties
.199
9.4.2
Euler
Angles
.201
9.4.3
Quaternions
.203
9.4.4
Further Notes
.208
XIV Contents
10 DTW-Based Motion
Comparison and Retrieval
.211
10.1
Local Distance Measures
.211
10.1.1
Quaternion-Based Pose Distance
.211
10.1.2 3D
Point Cloud Distance
.213
10.1.3
Examples
.216
10.2
DTW-Based Motion Warping
.219
10.3
Motion Retrieval Based on Self-Similarity
.221
10.4
Further Notes
.225
11
Relational Features and Adaptive Segmentation
.227
11.1
Relational Features
.228
11.1.1
A Basic Example
.228
11.1.2
Generic Features
.230
11.1.3
Threshold Selection
.233
11.1.4
Example for Some Feature Set
.235
11.2
Adaptive Segmentation
.236
11.3
Further Notes
.239
12
Index-Based Motion Retrieval
.241
12.1
Indexing, Queries, and Hits
.241
12.1.1
Inverted File Index
.242
12.1.2
Exact Queries and Exact Hits
.243
12.1.3
Fuzzy Queries and Fuzzy Hits
.244
12.1.4
Adaptive Fuzzy Hits
.245
12.2
QBE Motion Retrieval
.248
12.2.1
Query and Retrieval Mechanism
.248
12.2.2
Indexing Stage
.249
12.2.3
Experimental Results
.251
12.2.4
Ranking Strategies
.253
12.3
Further Applications
.255
12.3.1
Accelerating DTW-Based Motion Alignment
.255
12.3.2
Keyframe-Based Preselection
.256
12.3.3
Toward Scene Descriptions
.258
12.4
Further Notes
.260
12.4.1
Problems and Limitations
.260
12.4.2
Related Work
.262
13
Motion Templates
.265
13.1
Basic Definitions and Properties
.265
13.2
MT Learning Procedure: Overview
.267
13.3
MT Learning Procedure: Technical Details
.270
13.3.1
Reference-Based WMT Warping
.270
13.3.2
WMT Unwarpiug
.271
13.3.3
Reference-Based WMT Averaging
.273
13.3.4
Reference-Free WMT Averaging
.273
Contents
XV
13.4
Experimental
Results
.275
13.4.1
Motion Class Database
.275
13.4.2
WMT Computation and Time Complexity
.275
13.4.3
Examples
.277
13.5
Further Notes
.280
14
MT-Based Motion Annotation and Retrieval
.283
14.1
MT-Based Matching
.283
14.2
MT-Based Annotation
.285
14.3
MT-Based Retrieval
.286
14.4
Keyframe-Based Preprocessing
.289
14.5
Comparison to Other Retrieval Methods
.292
14.6
Further Notes
.293
References
.297
Index
.309 |
| any_adam_object | 1 |
| author | Müller, Meinard 1969- |
| author_GND | (DE-588)123175844 |
| author_facet | Müller, Meinard 1969- |
| author_role | aut |
| author_sort | Müller, Meinard 1969- |
| author_variant | m m mm |
| building | Verbundindex |
| bvnumber | BV022961912 |
| classification_rvk | LR 57790 ST 270 ST 325 |
| ctrlnum | (OCoLC)237025233 (DE-599)DNB98509012X |
| discipline | Informatik Musikwissenschaft |
| format | Book |
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| id | DE-604.BV022961912 |
| illustrated | Illustrated |
| indexdate | 2025-01-11T18:14:13Z |
| institution | BVB |
| isbn | 9783540740476 3540740473 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-016166275 |
| oclc_num | 237025233 |
| open_access_boolean | |
| owner | DE-12 DE-355 DE-BY-UBR DE-83 DE-29T DE-11 DE-523 DE-M29 |
| owner_facet | DE-12 DE-355 DE-BY-UBR DE-83 DE-29T DE-11 DE-523 DE-M29 |
| physical | XV, 313 S. Ill., graph. Darst. 235 mm x 155 mm |
| publishDate | 2007 |
| publishDateSearch | 2007 |
| publishDateSort | 2007 |
| publisher | Springer |
| record_format | marc |
| spelling | Müller, Meinard 1969- (DE-588)123175844 aut Information retrieval for music and motion Meinard Müller Berlin [u.a.] Springer 2007 XV, 313 S. Ill., graph. Darst. 235 mm x 155 mm txt rdacontent n rdamedia nc rdacarrier Motion Capturing (DE-588)4546181-8 gnd rswk-swf Computeranimation (DE-588)4199710-4 gnd rswk-swf Information Retrieval (DE-588)4072803-1 gnd rswk-swf Multimedia (DE-588)4192358-3 gnd rswk-swf Musiksignal (DE-588)4120775-0 gnd rswk-swf Virtuelle Realität (DE-588)4399931-1 gnd rswk-swf Datenbanksystem (DE-588)4113276-2 gnd rswk-swf Information-Retrieval-System (DE-588)4670557-0 gnd rswk-swf Content Management (DE-588)4673954-3 gnd rswk-swf Abfrage durch Beispiel (DE-588)4342694-3 gnd rswk-swf Information-Retrieval-System (DE-588)4670557-0 s Multimedia (DE-588)4192358-3 s Content Management (DE-588)4673954-3 s Abfrage durch Beispiel (DE-588)4342694-3 s DE-604 Datenbanksystem (DE-588)4113276-2 s Musiksignal (DE-588)4120775-0 s Information Retrieval (DE-588)4072803-1 s Virtuelle Realität (DE-588)4399931-1 s Computeranimation (DE-588)4199710-4 s Motion Capturing (DE-588)4546181-8 s Digitalisierung UB Regensburg application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=016166275&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Müller, Meinard 1969- Information retrieval for music and motion Motion Capturing (DE-588)4546181-8 gnd Computeranimation (DE-588)4199710-4 gnd Information Retrieval (DE-588)4072803-1 gnd Multimedia (DE-588)4192358-3 gnd Musiksignal (DE-588)4120775-0 gnd Virtuelle Realität (DE-588)4399931-1 gnd Datenbanksystem (DE-588)4113276-2 gnd Information-Retrieval-System (DE-588)4670557-0 gnd Content Management (DE-588)4673954-3 gnd Abfrage durch Beispiel (DE-588)4342694-3 gnd |
| subject_GND | (DE-588)4546181-8 (DE-588)4199710-4 (DE-588)4072803-1 (DE-588)4192358-3 (DE-588)4120775-0 (DE-588)4399931-1 (DE-588)4113276-2 (DE-588)4670557-0 (DE-588)4673954-3 (DE-588)4342694-3 |
| title | Information retrieval for music and motion |
| title_auth | Information retrieval for music and motion |
| title_exact_search | Information retrieval for music and motion |
| title_full | Information retrieval for music and motion Meinard Müller |
| title_fullStr | Information retrieval for music and motion Meinard Müller |
| title_full_unstemmed | Information retrieval for music and motion Meinard Müller |
| title_short | Information retrieval for music and motion |
| title_sort | information retrieval for music and motion |
| topic | Motion Capturing (DE-588)4546181-8 gnd Computeranimation (DE-588)4199710-4 gnd Information Retrieval (DE-588)4072803-1 gnd Multimedia (DE-588)4192358-3 gnd Musiksignal (DE-588)4120775-0 gnd Virtuelle Realität (DE-588)4399931-1 gnd Datenbanksystem (DE-588)4113276-2 gnd Information-Retrieval-System (DE-588)4670557-0 gnd Content Management (DE-588)4673954-3 gnd Abfrage durch Beispiel (DE-588)4342694-3 gnd |
| topic_facet | Motion Capturing Computeranimation Information Retrieval Multimedia Musiksignal Virtuelle Realität Datenbanksystem Information-Retrieval-System Content Management Abfrage durch Beispiel |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=016166275&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| work_keys_str_mv | AT mullermeinard informationretrievalformusicandmotion |