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Machine Listening for Music and Sound Analysis

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Author/s

Jakob Abeßer

About the resource/s

This lecture is held every winter semester as part of the Audio Signal Processing & Audio Systems Module at TU Ilmenau. In the first two lectures, we provide foundational knowledge about audio signal processing, audio representations, machine learning, and deep learning. Then, in four application lectures, concrete use-cases and research questions from music information retrieval and environmental sound analysis will be introduced.

Documents
Document File - Lecture 6 - Environmental Sound Analysis II

Lecture 6 - Environmental Sound Analysis II
Document File - Lecture 5 - Environmental Sound Analysis I

Lecture 5 - Environmental Sound Analysis I
Document File - Lecture 4 - Music Information Retrieval II

Lecture 4 - Music Information Retrieval II
Document File - Lecture 3 - Music Information Retrieval I

Lecture 3 - Music Information Retrieval I
Document File - Lecture 2 - Introduction to Machine Learning

Lecture 2 - Introduction to Machine Learning
Document File - Lecture 1 - Audio Representations

Lecture 1 - Audio Representations