Download Project Document/Synopsis
One way of categorizing and organizing music is based on the genre, which is identiﬁed by some characteristics of the music such as rhythmic structure, harmonic content and instrumentation. Being able to automatically classify and provide tags to the music present in a user’s library, based on genre. A music genre is a conventional category that predicts the genre of music belonging to tradition or a set of conventions. Categorizing music ﬁles according to their genre is a challenging task in the area of music information retrieval.
Our Music Genres Classification System will detect the music from the audio file. Once the music is detected, the system will further continue to classification. As a result, the system will display the music genre. So, for this system, there are a predefined set of music genres that the system will classify.
Also, we will be using the GTZAN genre classification dataset for training our model. The type of music genres that our system will be able the classify are: blues, classical, country, disco, hip-hop, jazz, metal, pop, reggae, and rock.
- It is easy to maintain.
- It is user-friendly.
- The system can easily detect music and classify the music genres from the audio file.