publications

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2023

Lerch, Alexander

An Introduction to Audio Content Analysis: Music Information Retrieval Tasks and Applications Book

2, Wiley-IEEE Press, Hoboken, N.J, 2023, ISBN: 978-1-119-89094-2.

Abstract | Links | BibTeX | Tags: analysis, audio, Audio content analysis, audio signal processing, Automatic Music Transcription, Computer sound processing, machine listening, Matlab, MIR, music analysis, music informatics, music information retrieval, Python

2018

Pati, Kumar Ashis; Gururani, Siddharth; Lerch, Alexander

Assessment of Student Music Performances Using Deep Neural Networks Journal Article

In: Applied Sciences, vol. 8, no. 4, pp. 507, 2018.

Abstract | Links | BibTeX | Tags: deep learning, deep neural networks, DNN, MIR, music education, music informatics, music information retrieval, music learning, music performance assessment

Music Informatics Group