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A mathematical description of musical signals
Published on Apr 05, 2019187 Views
We will explain how technical tools from harmonic analysis can lead to signal representa-tions of structured audio signals (such as music or speech), which are helpful for varioussignal processing or
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Chapter list
Contents - 101:01
Contents - 202:27
Structure in Audio Signals - 102:27
Structure in Audio Signals - 204:43
Structure in Audio Signals - 306:30
Structure in Audio Signals - 408:50
Structure in Audio Signals - 510:50
Structure in Audio Signals - 611:09
Convolutional Neural Networks in Audio - 113:32
Convolutional Neural Networks in Audio - 214:50
Convolutional Neural Networks in Audio - 316:36
Convolutional Neural Networks in Audio - 418:26
Convolutional Neural Networks in Audio - 520:25
The Power of Convolutional Neural Networks21:07
Convolutional Neural Networks in Audio - 623:22
Convolutional Neural Networks in Audio - 723:54
Convolutional Neural Networks in Audio - 826:00
Convolutional Neural Networks in Audio - 926:02
Convolutional Neural Networks in Audio - 1026:41
Structure in Audio Signals28:12
Example: Performance on Singing Voice Detection - 129:48
Example: Performance on Singing Voice Detection - 233:08
Spectrogram and Gabor Frames - 133:09
Spectrogram and Gabor Frames - 233:27
Spectrogram and Gabor Frames - 333:27
Spectrogram and Gabor Frames - 434:22
Feature Extractor and Mel Spectrogram - 135:47
Feature Extractor and Mel Spectrogram - 238:30
Feature Extractor and Mel Spectrogram - 338:37
Invariance, Symmetry and Stability - 138:41
Invariance, Symmetry and Stability - 239:47
Invariance, Symmetry and Stability - 340:51
Invariance - 141:26
Invariance - 241:36
Equivalence of feature-network pairs - 142:22
Equivalence of feature-network pairs - 244:30
Equivalence of feature-network pairs - 347:18
How to Learn Structure - 149:09
How to Learn Structure - 249:26
How to Learn Structure - 350:18
How to Learn Structure - empirical results - 151:26
How to Learn Structure - empirical results - 252:07
How to Learn Structure - empirical results - 352:10
How to Learn Structure - empirical results - 453:30
Conclusion53:32