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

Assessment of Student Music Performances Using Deep Neural Networks Journal Article

In: 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

Wu, Chih-Wei; Dittmar, Christian; Southall, Carl; Vogl, Richard; Widmer, Gerhard; Hockman, Jason A; Muller, Meinard; Lerch, Alexander

A Review of Automatic Drum Transcription Journal Article

In: IEEE/ACM Transactions on Audio, Speech, and Language Processing, 26 (9), pp. 1457–1483, 2018, ISSN: 2329-9290.

Abstract | Links | BibTeX | Tags: Automatic Music Transcription, deep learning, Instruments, Machine Learning, Matrix Factorization, Rhythm, Spectrogram, Speech processing, Task analysis, Transient analysis

Music Informatics Group