TY - GEN
T1 - Content-based retrieval of polyphonic music objects using pitch contour
AU - Guo, Lihui
AU - He, Xin
AU - Zhang, Yaxin
AU - Lu, Yue
PY - 2008
Y1 - 2008
N2 - This paper investigates the retrieval of content-based polyphonic music objects in Wav and MP3 format. The system allows user to find an intended song by humming or singing a section of it. In this paper we introduce the baseline system and describe the key components including the pitch extraction in humming/singing clip, the vocal/non-vocal music segmentation, the pitch tracking in polyphonic music, and the DTW based matching algorithm. We conducted evaluations on the system. The experimental results demonstrate the feasibility of retrieving polyphonic music objects by humming/singing.
AB - This paper investigates the retrieval of content-based polyphonic music objects in Wav and MP3 format. The system allows user to find an intended song by humming or singing a section of it. In this paper we introduce the baseline system and describe the key components including the pitch extraction in humming/singing clip, the vocal/non-vocal music segmentation, the pitch tracking in polyphonic music, and the DTW based matching algorithm. We conducted evaluations on the system. The experimental results demonstrate the feasibility of retrieving polyphonic music objects by humming/singing.
KW - Music information retrieval
KW - Pitch detection
KW - Query by humming/singing
UR - https://www.scopus.com/pages/publications/51449121117
U2 - 10.1109/ICASSP.2008.4518082
DO - 10.1109/ICASSP.2008.4518082
M3 - 会议稿件
AN - SCOPUS:51449121117
SN - 1424414849
SN - 9781424414840
T3 - ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings
SP - 2205
EP - 2208
BT - 2008 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP
T2 - 2008 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP
Y2 - 31 March 2008 through 4 April 2008
ER -