M-MUSICS

作者: Byeong-jun Han , Eenjun Hwang , Seungmin Rho , Minkoo Kim

DOI: 10.1145/1291233.1291345

关键词: Search engine indexingMultimediaInformation retrievalQuery expansionMobile musicComputer scienceRelevance feedbackMobile deviceMobile searchQuery by hummingUser interface

摘要: Accurate voice humming transcription and efficient indexing schemes are essential for a large-scale humming-based music retrieval system. Although many researches have been done to develop such schemes, their performances not still satisfactory. In our previous works, we proposed (i) new query scheme [4], (ii) popularity-adaptive structure called FAI [6] fast retrieval, (iii) semi-supervised relevance feedback reformulation based on genetic algorithm [7] in order improve efficiency. this demonstration, extend efforts mobile environment prototype system M-MUSICS. Our focus implementation includes versatile user interface easy querying browsing typical device as PDA phone satisfactory performance wireless environment. We report some of the results.

参考文章(6)
Yannis Manolopoulos, Ioannis Karydis, Alexandros Nanopoulos, Dimitrios Katsaros, Apostolos N. Papadopoulos, Content-Based Music Information Retrieval in Wireless Ad-Hoc Networks. international symposium/conference on music information retrieval. pp. 137- 144 ,(2005)
Zoran Stejić, Yasufumi Takama, Kaoru Hirota, Genetic algorithm-based relevance feedback for image retrieval using local similarity patterns Information Processing and Management. ,vol. 39, pp. 1- 23 ,(2003) , 10.1016/S0306-4573(02)00024-9
Seungmin Rho, Eenjun Hwang, FMF: Query adaptive melody retrieval system Journal of Systems and Software. ,vol. 79, pp. 43- 56 ,(2006) , 10.1016/J.JSS.2004.11.024
Wenyao Zhang, Gang Xu, Yuguo Wang, Pitch estimation based on Circular AMDF international conference on acoustics, speech, and signal processing. ,vol. 1, pp. 341- 344 ,(2002) , 10.1109/ICASSP.2002.5743724
Seungmin Rho, Eenjun Hwang, Minkoo Kim, Music Information Retrieval Using a GA-based Relevance Feedback multimedia and ubiquitous engineering. pp. 739- 744 ,(2007) , 10.1109/MUE.2007.161
Byeong-jun Han, Seungmin Rho, Eenjun Hwang, An Efficient Voice Transcription Scheme for Music Retrieval multimedia and ubiquitous engineering. pp. 366- 371 ,(2007) , 10.1109/MUE.2007.72