Music classification method based on deep learning
A deep learning and music technology, applied in the information field, can solve problems such as single types and small quantities, and achieve accurate prediction results
- Summary
- Abstract
- Description
- Claims
- Application Information
AI Technical Summary
Problems solved by technology
Method used
Image
Examples
Embodiment Construction
[0011] In order to make the object, technical solution and advantages of the present invention clearer, the present invention will be further described in detail below in conjunction with the accompanying drawings.
[0012] Such as figure 1 Shown, a kind of music classification method based on deep learning of the present invention comprises:
[0013] Step 1. Convert the audio file of the music into a mel spectrogram, and generate the one-hot vector BD of the music label: (bd 1 , bd 2 ,..., bd n ), where bd 1 、bd 2 ,...,bd n Respectively represent the attribute values of the music corresponding to each category label, and multiple attribution category labels can be manually set for the music in advance. When the music belongs to the i-th category label, then bd i = 1; when the music does not belong to the i-th category label, then bd i = 0, i∈[1,n], n is the total number of category labels;
[0014] Step 2. Pass the music mel spectrogram and the one-hot vector of the...
PUM
Abstract
Description
Claims
Application Information
- R&D Engineer
- R&D Manager
- IP Professional
- Industry Leading Data Capabilities
- Powerful AI technology
- Patent DNA Extraction
Browse by: Latest US Patents, China's latest patents, Technical Efficacy Thesaurus, Application Domain, Technology Topic, Popular Technical Reports.
© 2024 PatSnap. All rights reserved.Legal|Privacy policy|Modern Slavery Act Transparency Statement|Sitemap|About US| Contact US: help@patsnap.com