Music Information Retrieval | Kadenze
Discover the fascinating world of Music Information Retrieval (MIR) with our comprehensive program. Gain insights into signal processing, machine learning, and more. Explore audio feature extraction, rhythmic analysis, and MIDI. Learn about genre classification, music transcription, and audio programming. Unlock the potential of content-based audio searching and context-aware interfaces. Enroll now!
This program offers a comprehensive introduction to the emerging research area of Music Information Retrieval (MIR). Topics include techniques from signal processing, machine learning, information retrieval, human-computer interaction, and software engineering are applied in the design and development of MIR algorithms and systems. In this program you will gain an introduction to MIR, Audio Signal Processing, and Machine Learning, and will learn about audio feature extraction, content-based audio searching, automatic rhythmic analysis, and MIDI and symbolic MIR. Additional topics covered in this program include:
Genre, Emotion and Tag Classification
Music Transcription
Query by humming
Structural analysis of music
Audio programming
Audio fingerprinting and watermarking
Content and Context aware interfaces for music and audio
Please note: All courses in the Program are now active and available.
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