How to deal with different audio formats for audio classification?

1. What is the best model for audio classification?
2. How do you classify audio data?

What is the best model for audio classification?

In the past decade, convolutional neural networks (CNNs) have been widely adopted as the main building block for end-to-end audio classification models, which aim to learn a direct mapping from audio spectrograms to corresponding labels.

How do you classify audio data?

Audio classifications can be of multiple types and forms such as — Acoustic Data Classification or acoustic event detection, Music classification, Natural Language Classification, and Environmental Sound Classification. In this article, we will explore audio classification through a detailed hands-on project.