Automated Analysis of Music and Audio by Vivek Jayaram

CS50 · Beginner ·📐 ML Fundamentals ·9y ago
The intersection of music and CS is an interesting field with many applications, such as Shazam, Auto-Tune, and other automated methods. This seminar will not focus on creating music, but rather analyzing and manipulating existing audio files. A background in music theory is beneficial but not recommended, and non-musical applications to general audio will also be discussed. Topics include fourier transforms, spectrograms, machine learning methods, beat/key detection, isolation of sounds, and structure detection.
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