Tempo, Beat and Downbeat Estimation

Tempo, Beat, and Downbeat Estimation

Introduction

Tutorial structure and setup
Tutorial scope and prerequisites

Basics of tempo, beat, and downbeat

Definition by sound example
How do we annotate?
Baseline approach
How do we evaluate?
Perspectives

Going deep: theoretical underpinnings

Deep learning approaches
On different DNN architectures
Post-processing
Design decisions for tempo, beat, and downbeat
Table of reference works

Going deeper: practial examples

Hands on!

Discussion and conclusions

Concluding remarks

Resources

References
Acknowledgments
About the Authors

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Index

By Matthew E. P. Davies, Sebastian Bock, Magdalena Fuentes
© Copyright 2021.