Further Steps towards Drum Transcription of Polyphonic Music

Dittmar C, Uhle C. Further Steps towards Drum Transcription of Polyphonic Music. In: AES Convention 116. Audio Engineering Society; 2004. Paper 6031. Available from: https://aes.org/publications/elibrary-page/?id=12673

@inproceedings{Dittmar2004_12673,
  author = {Dittmar, Christian and Uhle, Christian},
  title = {{Further Steps towards Drum Transcription of Polyphonic Music}},
  booktitle = {AES Convention 116},
  note = {Paper 6031},
  year = {2004},
  month = may,
  publisher = {Audio Engineering Society},
  url = {https://aes.org/publications/elibrary-page/?id=12673}
}

TY  - CPAPER
TI  - Further Steps towards Drum Transcription of Polyphonic Music
AU  - Dittmar, Christian
AU  - Uhle, Christian
T2  - AES Convention 116
M1  - Paper 6031
PY  - 2004
DA  - 2004/05/06
UR  - https://aes.org/publications/elibrary-page/?id=12673
PB  - Audio Engineering Society
LA  - en
AB  - This publication presents a new method for the detection and classification of un-pitched percussive instruments in real world musical signals. The derived information is an important pre-requisite for the creation of a musical score, i.e. automatic transcription, and for the automatic extraction of semantic meaningful meta-data, e.g. tempo and musical meter. The proposed method applies Independent Subspace Analysis using Non-Negative Independent Component Analysis and principles of Prior Subspace Analysis. An important extension of Prior Subspace Analysis is the identification of frequency subspaces of percussive instruments from the signal itself. The frequency subspaces serve as information for the detection of the percussive events and the subsequent classification of the occurring instruments. Results are reported on 40 manually transcribed test items.
ER  -