publications

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2018

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

Assessment of Student Music Performances Using Deep Neural Networks Journal Article

Applied Sciences, 8 (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

2016

Lu, Yen-Cheng; Wu, Chih-Wei; Lu, Chang-Tien; Lerch, Alexander

An Unsupervised Approach to Anomaly Detection in Music Datasets Inproceedings

Proceedings of the ACM SIGIR Conference (SIGIR), pp. 749–752, ACM, Pisa, 2016, ISBN: 978-1-4503-4069-4.

Abstract | Links | BibTeX | Tags: anomaly detection, data clean-up, music genre retrieval, music information retrieval

Lu, Yen-Cheng; Wu, Chih-Wei; Lu, Chang-Tien; Lerch, Alexander

Automatic Outlier Detection in Music Genre Datasets Inproceedings

Proceedings of the International Society for Music Information Retrieval Conference (ISMIR), ISMIR, New York, 2016.

Abstract | Links | BibTeX | Tags: anomaly detection, data clean-up, music genre retrieval, music information retrieval

2012

Lerch, Alexander

An Introduction to Audio Content Analysis: Applications in Signal Processing and Music Informatics Book

Wiley-IEEE Press, Hoboken, 2012, ISBN: 978-1-118-26682-3.

Abstract | Links | BibTeX | Tags: analysis, audio, audio signal processing, information, listening, machine, machine listening, music, music analysis, music information retrieval, processing, retrieval, signal

Music Informatics Group