TY - GEN
T1 - Voice query transcription and expansion scheme for efficient music retrieval
AU - Rho, Seungmin
AU - Han, Byeong Jun
AU - Hwang, Eenjun
AU - Kim, Minkoo
PY - 2007
Y1 - 2007
N2 - In this paper, we present a scheme for efficient humming-based music retrieval. For that purpose, we first describe how to extract a sequence of pitch and duration pairs as its feature information from sung or hummed query accurately and automatically. And then, we propose a novel scheme for reformulating user query to improve retrieval performance. The scheme is based on user relevance feedback with genetic algorithm. We implemented a prototype system based on these scheme and performed various experiments. Experimental result shows that our proposed scheme achieves an impressive performance.
AB - In this paper, we present a scheme for efficient humming-based music retrieval. For that purpose, we first describe how to extract a sequence of pitch and duration pairs as its feature information from sung or hummed query accurately and automatically. And then, we propose a novel scheme for reformulating user query to improve retrieval performance. The scheme is based on user relevance feedback with genetic algorithm. We implemented a prototype system based on these scheme and performed various experiments. Experimental result shows that our proposed scheme achieves an impressive performance.
UR - http://www.scopus.com/inward/record.url?scp=46749090057&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=46749090057&partnerID=8YFLogxK
U2 - 10.1109/WIAMIS.2007.91
DO - 10.1109/WIAMIS.2007.91
M3 - Conference contribution
AN - SCOPUS:46749090057
SN - 076952818X
SN - 9780769528182
T3 - 8th International Workshop on Image Analysis for Multimedia Interactive Services, WIAMIS 2007
SP - 31
BT - 8th International Workshop on Image Analysis for Multimedia Interactive Services, WIAMIS 2007
PB - IEEE Computer Society
T2 - 8th International Workshop on Image Analysis for Multimedia Interactive Services, WIAMIS 2007
Y2 - 6 June 2007 through 8 June 2007
ER -