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Home > Computational Analysis of Sound Scenes and Events > Statistical Methods for Scene and Event Classification
Computational Analysis of Sound Scenes and Events |
Tuomas Virtanen; Mark D. Plumbley; Dan Ellis
Springer International Publishing
Computational Analysis of Sound Scenes and Events
Statistical Methods for Scene and Event Classification
Authors

Brian McFee

ARI Id

1665079619810_4740921

Access

Not Available Free

Pages

103-146

DOI

10.1007/978-3-319-63450-0_5

Chapter URL

https://rd.springer.com/chapter/10.1007/978-3-319-63450-0_5

Table of Contents of Book
Showing 1 to 20 of 21 entries
Chapters/HeadingsAuthor(s)PagesInfo
Front Matter
i-x
Front Matter
1-1
Introduction to Sound Scene and Event Analysis
Tuomas Virtanen; Mark D. Plumbley; Dan Ellis
3-12
The Machine Learning Approach for Analysis of Sound Scenes and Events
Toni Heittola; Emre Çakır; Tuomas Virtanen
13-40
Acoustics and Psychoacoustics of Sound Scenes and Events
Guillaume Lemaitre; Nicolas Grimault; Clara Suied
41-67
Front Matter
69-69
Acoustic Features for Environmental Sound Analysis
Romain Serizel; Victor Bisot; Slim Essid; Gaël Richard
71-101
Statistical Methods for Scene and Event Classification
Brian McFee
103-146
Datasets and Evaluation
Annamaria Mesaros; Toni Heittola; Dan Ellis
147-179
Front Matter
181-181
Everyday Sound Categorization
Catherine Guastavino
183-213
Approaches to Complex Sound Scene Analysis
Emmanouil Benetos; Dan Stowell; Mark D. Plumbley
215-242
Multiview Approaches to Event Detection and Scene Analysis
Slim Essid; Sanjeel Parekh; Ngoc Q. K. Duong; Romain Serizel; Alexey Ozerov; Fabio Antonacci et al.
243-276
Front Matter
277-277
Sound Sharing and Retrieval
Frederic Font; Gerard Roma; Xavier Serra
279-301
Computational Bioacoustic Scene Analysis
Dan Stowell
303-333
Audio Event Recognition in the Smart Home
Sacha Krstulović
335-371
Sound Analysis in Smart Cities
Juan Pablo Bello; Charlie Mydlarz; Justin Salamon
373-397
Front Matter
399-399
Future Perspective
Dan Ellis; Tuomas Virtanen; Mark D. Plumbley; Bhiksha Raj
401-415
Chapters/HeadingsAuthor(s)PagesInfo
Showing 1 to 20 of 21 entries
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