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Tagging Audio Using Deep Learning

Offered By: Microsoft via YouTube

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Deep Learning Courses Audio Processing Courses Spectrogram Courses

Course Description

Overview

Explore deep learning techniques for audio tagging in this 26-minute video featuring Andreas Vrålstad and Seth Juarez from Microsoft. Learn how to convert sounds into images, build a classifier model for mood-based song tagging, and work with the Peltarion Platform. Discover the process of creating spectrograms and deploying the model. Follow along with a step-by-step tutorial to implement these techniques yourself, and gain insights from a real-world case study with music marketplace Epidemic Sound. Dive into topics such as deep learning vs. machine learning, and find resources to get started with machine learning using Azure.

Syllabus

] Introduction.
] Introducing the case.
] Demo.
] Working with the Peltarion Platform.
] Building a spectrogram.
] Calling the deployed model.


Taught by

Microsoft Developer

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