Tuesday, October 31, 2017
Lecture about SoundScape
Acoustic scenes, Acoustic events and Feature aggregation
D-CASE2013
Environment sound recognition using short-time feature aggregation
https://link.springer.com/article/10.1007/s10844-017-0481-4
Task of segmentation
Speech recognition
Musical information retrieval(MIR)
Environment sound
Survillance
Index of video content
Task of acoustic events classification
Statistic large set of features and K-NN
Feature agregation (Bag of feaures)
HMM/GMM(better for segementation and annotation for small scales)
Deep learning
Blind segmentation and SVM
Recurrence quantification analysis(RQA), RQA Features
Short Time Fourier Transform (STFT)
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