I did some inspiring work with analysing drums:
Towards a Drum Transcription System Aware of Bar Position
Georgi Dzhambazov
Department of Computational Perception, Johannes Kepler University, Linz, Austria
and singing voice:
Automatic Lyrics-to-audio Alignment in Classical Turkish Music
Dzhambazov, G., Şentürk S. & Serra X.
Music Technology Group, Universitat Pompeu Fabra, Barcelona, Spain
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