1/7/2024 0 Comments Explicit music tag![]() ![]() The purpose of our research is to try to discover this method. Let’s take aside the above considerations and now just assume that there exists a deterministic method to decide whether a song should be tagged as explicit or not. Explicit Content Detection as a Scientific problem Having to decide which track should be tagged as explicit and which shouldn’t is a complex task, it requires a high-level understanding of cultural expectations and involves a lot of subjectivity. There is a substantially large part of our catalog that falls under this category.īefore asking ourselves whether we could build a system that could do this automatically, by analyzing the music, we studied the problem from a human point of view. When no tag is provided, it can mean that the song is suitable for all audiences, but it can also mean that no decision was made on the label’s side regarding its explicitness. When songs are delivered to streaming services like ours, they are sometimes accompanied by the “explicit” tag, and sometimes not. The person in charge of this is typically someone who works at a music label and follows internal guidelines set forth by the company. Of course, this definition is open to various interpretations.Īs of today, only humans make decisions on whether a song should be tagged as explicit or not. Despite its loose definition, it is generally admitted that strong language (curse words and sexual terms), depictions of violence and discriminatory discourse fall under the scope of what’s not suitable for children to hear in a song and should, therefore, be marked as explicit content. There’s a pretty good Wikipedia article about the creation of the parental advisory label for music. If you’re interested, there have been scientific studies regarding the impact of explicit content on children, but that’s not what our research is about. This is often referred to as “parental advisory” because the audience in mind are mostly kids. As is the case with movies, the primary objective of tagging a piece as “explicit” is to provide guidance to determine how suitable it is for an intended audience. It’s obviously a cultural issue, with lots of considerations about the intended audience and the listening context. When it comes to figuring out what explicit lyrics are, there is no general consensus. This work was jointly conducted with Telecom Paris and the full paper has been accepted for publication at the ICASSP 2020 conference. Our system gives promising results but we do NOT consider it fit for tagging songs as explicit in a fully automated manner. Since it’s a sensitive and subjective issue, we did not want to use a black-box model, but rather build a modular system whose decisions can be traced back to some keywords being detected in the song. We’ve done some research about how to automatically detect explicit content in songs using only the music itself, and no additional metadata. Detecting explicit content in songs In a nutshell
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