Dr. Alexander Lerch

Tagline
Machine Learning and Music
Publications
Yi Qin and Alexander Lerch, "Tuning Frequency Dependency in Music Classification," in ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2019, pp. 401 - 405.
Wu, Chih-Wei and Lerch, Alexander, "Assessment of {Percussive} {Music} {Performances} with {Feature} {Learning}," International Journal of Semantic Computing, vol. 12, no. 3, pp. 315 - -333, 2018.
Chih-Wei Wu, Christian DittmarCarl SouthallRichard VoglGerhard WidmerJason Hockman, et al., "A Review of Automatic Drum Transcription," {IEEE}/{ACM} Transactions on Audio, Speech, and Language Processing, vol. 26, no. 9, pp. 1457 - -1483, 2018.
Kumar Pati, Siddharth Gururani, and Alexander Lerch, "Assessment of Student Music Performances Using Deep Neural Networks," Applied Sciences, vol. 8, no. 4, pp. 507, 2018.
Li-Chia Yang and Alexander Lerch, "On the evaluation of generative models in music," Neural Computing and Applications, 2018.