TY - GEN
T1 - Extraction and remixing of drum tracks from polyphonic music signals
AU - Gillet, Olivier
AU - Richard, Gaël
PY - 2005/12/1
Y1 - 2005/12/1
N2 - This paper presents a novel algorithm to extract the drum track of a polyphonic music signal, based on a harmonic / noise de-composition. This algorithm is causal and does not require prior knowledge or learning. The input signal is split into several frequency bands in which the signal is separated in a deterministic and a stochastic part. The stochastic part can be efficiently used to detect drum events and to resynthesize a drum track. Possible applications include drum transcription, remixing, and independent processing of the rhythmic and melodic components of music signals. Results obtained from real recordings of popular music are presented, as well as a perceptual evaluation of the quality of remixed signals.
AB - This paper presents a novel algorithm to extract the drum track of a polyphonic music signal, based on a harmonic / noise de-composition. This algorithm is causal and does not require prior knowledge or learning. The input signal is split into several frequency bands in which the signal is separated in a deterministic and a stochastic part. The stochastic part can be efficiently used to detect drum events and to resynthesize a drum track. Possible applications include drum transcription, remixing, and independent processing of the rhythmic and melodic components of music signals. Results obtained from real recordings of popular music are presented, as well as a perceptual evaluation of the quality of remixed signals.
UR - https://www.scopus.com/pages/publications/33749051242
U2 - 10.1109/ASPAA.2005.1540232
DO - 10.1109/ASPAA.2005.1540232
M3 - Conference contribution
AN - SCOPUS:33749051242
SN - 0780391543
SN - 9780780391543
T3 - IEEE Workshop on Applications of Signal Processing to Audio and Acoustics
SP - 315
EP - 318
BT - 2005 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics
T2 - 2005 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics
Y2 - 16 October 2005 through 19 October 2005
ER -