https://speakerdeck.com/yama_aa 2022-10-24 13:48:21 -0400 The revolution of machine learning is reaching every aspect of our lives - including art and music. In this talk, we will dive into the world of song analysis and the extraction of lyrical and musical features. We will discuss existing approaches, both in machine learning - Natural Language Processing, Digital Signal Processing - and in music theory & linguistics. Next, we will see how we can use these features in different kinds of machine learning models, and how these models can be used to solve problems in the music industry, such as song tags and song similarity. Attend this talk to learn how your technical skills can be useful also to your hobbies. The revolution of machine learning is reaching every aspect of our lives - including art and music. In this talk, we will dive into the world of song analysis and the extraction of lyrical and musical features. We will discuss existing approaches, both in machine learning - Natural Language Processing, Digital Signal Processing - and in music theory & linguistics. Next, we will see how we can use these features in different kinds of machine learning models, and how these models can be used to solve problems in the music industry, such as song tags and song similarity. Attend this talk to learn how your technical skills can be useful also to your hobbies. Tue, 25 Oct 2022 00:00:00 -0400 https://speakerdeck.com/yama_aa/living-in-perfect-harmony-where-music-and-machine-learning-meet https://speakerdeck.com/yama_aa/living-in-perfect-harmony-where-music-and-machine-learning-meet