Document (#28088)

Author

Melucci, M.
Orio, N.

Title

Combining melody processing and information retrieval techniques : methodology, evaluation, and system implementation

Source

Journal of the American Society for Information Science and Technology. 55(2004) no.12, S.1058-1066

Year

2004

Abstract

The article describes the project an music information retrieval that has been carried out at the University of Padova, Italy. The research work has been characterized by the synergy of the modular integration of sound techniques of melody processing and of statistical information retrieval. After illustrating the background from which the project has originated, we describe the complete process, from methodology design through evaluation and system implementation. Conclusions, impacts an research in music information retrieval, and future directions are also described.

Footnote

Beitrag in einem Themenheft zur Musikerschließung und zum Musikretrieval

Field

Musik

Similar documents (author)

1. Melucci, M.: Passage retrieval : a probabilistic technique (1998) 5.81

   5.81187 = sum of:
     5.81187 = weight(author_txt:melucci in 1150) [ClassicSimilarity], result of:
       5.81187 = fieldWeight in 1150, product of:
         1.0 = tf(freq=1.0), with freq of:
           1.0 = termFreq=1.0
         9.298992 = idf(docFreq=10, maxDocs=44218)
         0.625 = fieldNorm(doc=1150)
   

2. Melucci, M.: Making digital libraries effective : automatic generation of links for similarity search across hyper-textbooks (2004) 5.81

   5.81187 = sum of:
     5.81187 = weight(author_txt:melucci in 2226) [ClassicSimilarity], result of:
       5.81187 = fieldWeight in 2226, product of:
         1.0 = tf(freq=1.0), with freq of:
           1.0 = termFreq=1.0
         9.298992 = idf(docFreq=10, maxDocs=44218)
         0.625 = fieldNorm(doc=2226)
   

3. Melucci, M.: Contextual search : a computational framework (2012) 5.81

   5.81187 = sum of:
     5.81187 = weight(author_txt:melucci in 4913) [ClassicSimilarity], result of:
       5.81187 = fieldWeight in 4913, product of:
         1.0 = tf(freq=1.0), with freq of:
           1.0 = termFreq=1.0
         9.298992 = idf(docFreq=10, maxDocs=44218)
         0.625 = fieldNorm(doc=4913)
   

4. Agosti, M.; Melucci, M.: Information retrieval techniques for the automatic construction of hypertext (2000) 4.65

   4.649496 = sum of:
     4.649496 = weight(author_txt:melucci in 4671) [ClassicSimilarity], result of:
       4.649496 = fieldWeight in 4671, product of:
         1.0 = tf(freq=1.0), with freq of:
           1.0 = termFreq=1.0
         9.298992 = idf(docFreq=10, maxDocs=44218)
         0.5 = fieldNorm(doc=4671)
   

5. Melucci, M.; Orio, N.: Design, implementation, and evaluation of a methodology for automatic stemmer generation (2007) 4.65

   4.649496 = sum of:
     4.649496 = weight(author_txt:melucci in 268) [ClassicSimilarity], result of:
       4.649496 = fieldWeight in 268, product of:
         1.0 = tf(freq=1.0), with freq of:
           1.0 = termFreq=1.0
         9.298992 = idf(docFreq=10, maxDocs=44218)
         0.5 = fieldNorm(doc=268)
   

Similar documents (content)

1. Bainbridge, D.; Dewsnip, M.; Witten, l.H.: Searching digital music libraries (2005) 0.26

   0.2561567 = sum of:
     0.2561567 = product of:
       1.0673196 = sum of:
         0.061640438 = weight(abstract_txt:combining in 997) [ClassicSimilarity], result of:
           0.061640438 = score(doc=997,freq=1.0), product of:
             0.1265828 = queryWeight, product of:
               1.0573876 = boost
               6.2330556 = idf(docFreq=235, maxDocs=44218)
               0.019206114 = queryNorm
             0.48695746 = fieldWeight in 997, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               6.2330556 = idf(docFreq=235, maxDocs=44218)
               0.078125 = fieldNorm(doc=997)
         0.034084886 = weight(abstract_txt:been in 997) [ClassicSimilarity], result of:
           0.034084886 = score(doc=997,freq=2.0), product of:
             0.08527835 = queryWeight, product of:
               1.2273862 = boost
               3.617579 = idf(docFreq=3226, maxDocs=44218)
               0.019206114 = queryNorm
             0.3996898 = fieldWeight in 997, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               3.617579 = idf(docFreq=3226, maxDocs=44218)
               0.078125 = fieldNorm(doc=997)
         0.04731993 = weight(abstract_txt:techniques in 997) [ClassicSimilarity], result of:
           0.04731993 = score(doc=997,freq=1.0), product of:
             0.13371196 = queryWeight, product of:
               1.5369049 = boost
               4.5298495 = idf(docFreq=1295, maxDocs=44218)
               0.019206114 = queryNorm
             0.3538945 = fieldWeight in 997, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               4.5298495 = idf(docFreq=1295, maxDocs=44218)
               0.078125 = fieldNorm(doc=997)
         0.18188238 = weight(abstract_txt:music in 997) [ClassicSimilarity], result of:
           0.18188238 = score(doc=997,freq=2.0), product of:
             0.2604102 = queryWeight, product of:
               2.14482 = boost
               6.321609 = idf(docFreq=215, maxDocs=44218)
               0.019206114 = queryNorm
             0.69844574 = fieldWeight in 997, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               6.321609 = idf(docFreq=215, maxDocs=44218)
               0.078125 = fieldNorm(doc=997)
         0.04273064 = weight(abstract_txt:retrieval in 997) [ClassicSimilarity], result of:
           0.04273064 = score(doc=997,freq=1.0), product of:
             0.15739001 = queryWeight, product of:
               2.3581176 = boost
               3.4751394 = idf(docFreq=3720, maxDocs=44218)
               0.019206114 = queryNorm
             0.27149525 = fieldWeight in 997, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               3.4751394 = idf(docFreq=3720, maxDocs=44218)
               0.078125 = fieldNorm(doc=997)
         0.69966143 = weight(abstract_txt:melody in 997) [ClassicSimilarity], result of:
           0.69966143 = score(doc=997,freq=2.0), product of:
             0.6393267 = queryWeight, product of:
               3.36065 = boost
               9.905128 = idf(docFreq=5, maxDocs=44218)
               0.019206114 = queryNorm
             1.0943723 = fieldWeight in 997, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               9.905128 = idf(docFreq=5, maxDocs=44218)
               0.078125 = fieldNorm(doc=997)
       0.24 = coord(6/25)
   

2. Hu, X.; Lee, J.H.; Bainbridge, D.; Choi, K.; Organisciak, P.; Downie, J.S.: ¬The MIREX grand challenge : a framework of holistic user-experience evaluation in music information retrieval (2017) 0.23

   0.23185119 = sum of:
     0.23185119 = product of:
       0.64403105 = sum of:
         0.07373575 = weight(abstract_txt:complete in 3321) [ClassicSimilarity], result of:
           0.07373575 = score(doc=3321,freq=2.0), product of:
             0.1132156 = queryWeight, product of:
               5.8947687 = idf(docFreq=330, maxDocs=44218)
               0.019206114 = queryNorm
             0.6512861 = fieldWeight in 3321, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               5.8947687 = idf(docFreq=330, maxDocs=44218)
               0.078125 = fieldNorm(doc=3321)
         0.061893288 = weight(abstract_txt:directions in 3321) [ClassicSimilarity], result of:
           0.061893288 = score(doc=3321,freq=1.0), product of:
             0.12692873 = queryWeight, product of:
               1.0588315 = boost
               6.241566 = idf(docFreq=233, maxDocs=44218)
               0.019206114 = queryNorm
             0.48762235 = fieldWeight in 3321, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               6.241566 = idf(docFreq=233, maxDocs=44218)
               0.078125 = fieldNorm(doc=3321)
         0.027611481 = weight(abstract_txt:system in 3321) [ClassicSimilarity], result of:
           0.027611481 = score(doc=3321,freq=2.0), product of:
             0.07410668 = queryWeight, product of:
               1.1441699 = boost
               3.3723085 = idf(docFreq=4123, maxDocs=44218)
               0.019206114 = queryNorm
             0.372591 = fieldWeight in 3321, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               3.3723085 = idf(docFreq=4123, maxDocs=44218)
               0.078125 = fieldNorm(doc=3321)
         0.024101652 = weight(abstract_txt:been in 3321) [ClassicSimilarity], result of:
           0.024101652 = score(doc=3321,freq=1.0), product of:
             0.08527835 = queryWeight, product of:
               1.2273862 = boost
               3.617579 = idf(docFreq=3226, maxDocs=44218)
               0.019206114 = queryNorm
             0.28262335 = fieldWeight in 3321, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               3.617579 = idf(docFreq=3226, maxDocs=44218)
               0.078125 = fieldNorm(doc=3321)
         0.12160168 = weight(abstract_txt:evaluation in 3321) [ClassicSimilarity], result of:
           0.12160168 = score(doc=3321,freq=7.0), product of:
             0.13113983 = queryWeight, product of:
               1.5220509 = boost
               4.4860687 = idf(docFreq=1353, maxDocs=44218)
               0.019206114 = queryNorm
             0.9272673 = fieldWeight in 3321, product of:
               2.6457512 = tf(freq=7.0), with freq of:
                 7.0 = termFreq=7.0
               4.4860687 = idf(docFreq=1353, maxDocs=44218)
               0.078125 = fieldNorm(doc=3321)
         0.02043117 = weight(abstract_txt:information in 3321) [ClassicSimilarity], result of:
           0.02043117 = score(doc=3321,freq=2.0), product of:
             0.07638412 = queryWeight, product of:
               1.6427761 = boost
               2.4209464 = idf(docFreq=10677, maxDocs=44218)
               0.019206114 = queryNorm
             0.2674793 = fieldWeight in 3321, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               2.4209464 = idf(docFreq=10677, maxDocs=44218)
               0.078125 = fieldNorm(doc=3321)
         0.072343454 = weight(abstract_txt:implementation in 3321) [ClassicSimilarity], result of:
           0.072343454 = score(doc=3321,freq=1.0), product of:
             0.17744906 = queryWeight, product of:
               1.7705114 = boost
               5.2183776 = idf(docFreq=650, maxDocs=44218)
               0.019206114 = queryNorm
             0.40768576 = fieldWeight in 3321, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               5.2183776 = idf(docFreq=650, maxDocs=44218)
               0.078125 = fieldNorm(doc=3321)
         0.18188238 = weight(abstract_txt:music in 3321) [ClassicSimilarity], result of:
           0.18188238 = score(doc=3321,freq=2.0), product of:
             0.2604102 = queryWeight, product of:
               2.14482 = boost
               6.321609 = idf(docFreq=215, maxDocs=44218)
               0.019206114 = queryNorm
             0.69844574 = fieldWeight in 3321, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               6.321609 = idf(docFreq=215, maxDocs=44218)
               0.078125 = fieldNorm(doc=3321)
         0.06043025 = weight(abstract_txt:retrieval in 3321) [ClassicSimilarity], result of:
           0.06043025 = score(doc=3321,freq=2.0), product of:
             0.15739001 = queryWeight, product of:
               2.3581176 = boost
               3.4751394 = idf(docFreq=3720, maxDocs=44218)
               0.019206114 = queryNorm
             0.38395226 = fieldWeight in 3321, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               3.4751394 = idf(docFreq=3720, maxDocs=44218)
               0.078125 = fieldNorm(doc=3321)
       0.36 = coord(9/25)
   

3. Bainbridge, D.: Music information retrieval research and its context at the University of Waikato (2004) 0.20

   0.20042412 = sum of:
     0.20042412 = product of:
       1.0021206 = sum of:
         0.072513655 = weight(abstract_txt:project in 3057) [ClassicSimilarity], result of:
           0.072513655 = score(doc=3057,freq=2.0), product of:
             0.12491749 = queryWeight, product of:
               1.4855028 = boost
               4.378348 = idf(docFreq=1507, maxDocs=44218)
               0.019206114 = queryNorm
             0.5804924 = fieldWeight in 3057, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               4.378348 = idf(docFreq=1507, maxDocs=44218)
               0.09375 = fieldNorm(doc=3057)
         0.017336424 = weight(abstract_txt:information in 3057) [ClassicSimilarity], result of:
           0.017336424 = score(doc=3057,freq=1.0), product of:
             0.07638412 = queryWeight, product of:
               1.6427761 = boost
               2.4209464 = idf(docFreq=10677, maxDocs=44218)
               0.019206114 = queryNorm
             0.22696373 = fieldWeight in 3057, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               2.4209464 = idf(docFreq=10677, maxDocs=44218)
               0.09375 = fieldNorm(doc=3057)
         0.2673114 = weight(abstract_txt:music in 3057) [ClassicSimilarity], result of:
           0.2673114 = score(doc=3057,freq=3.0), product of:
             0.2604102 = queryWeight, product of:
               2.14482 = boost
               6.321609 = idf(docFreq=215, maxDocs=44218)
               0.019206114 = queryNorm
             1.0265013 = fieldWeight in 3057, product of:
               1.7320508 = tf(freq=3.0), with freq of:
                 3.0 = termFreq=3.0
               6.321609 = idf(docFreq=215, maxDocs=44218)
               0.09375 = fieldNorm(doc=3057)
         0.05127677 = weight(abstract_txt:retrieval in 3057) [ClassicSimilarity], result of:
           0.05127677 = score(doc=3057,freq=1.0), product of:
             0.15739001 = queryWeight, product of:
               2.3581176 = boost
               3.4751394 = idf(docFreq=3720, maxDocs=44218)
               0.019206114 = queryNorm
             0.3257943 = fieldWeight in 3057, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               3.4751394 = idf(docFreq=3720, maxDocs=44218)
               0.09375 = fieldNorm(doc=3057)
         0.5936824 = weight(abstract_txt:melody in 3057) [ClassicSimilarity], result of:
           0.5936824 = score(doc=3057,freq=1.0), product of:
             0.6393267 = queryWeight, product of:
               3.36065 = boost
               9.905128 = idf(docFreq=5, maxDocs=44218)
               0.019206114 = queryNorm
             0.9286057 = fieldWeight in 3057, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               9.905128 = idf(docFreq=5, maxDocs=44218)
               0.09375 = fieldNorm(doc=3057)
       0.2 = coord(5/25)
   

4. Uitdenbogerd, A.L.; Zobel, J.: ¬An architecture for effective music information retrieval (2004) 0.19

   0.18859212 = sum of:
     0.18859212 = product of:
       1.1787008 = sum of:
         0.025022974 = weight(abstract_txt:information in 3055) [ClassicSimilarity], result of:
           0.025022974 = score(doc=3055,freq=3.0), product of:
             0.07638412 = queryWeight, product of:
               1.6427761 = boost
               2.4209464 = idf(docFreq=10677, maxDocs=44218)
               0.019206114 = queryNorm
             0.32759392 = fieldWeight in 3055, product of:
               1.7320508 = tf(freq=3.0), with freq of:
                 3.0 = termFreq=3.0
               2.4209464 = idf(docFreq=10677, maxDocs=44218)
               0.078125 = fieldNorm(doc=3055)
         0.22275952 = weight(abstract_txt:music in 3055) [ClassicSimilarity], result of:
           0.22275952 = score(doc=3055,freq=3.0), product of:
             0.2604102 = queryWeight, product of:
               2.14482 = boost
               6.321609 = idf(docFreq=215, maxDocs=44218)
               0.019206114 = queryNorm
             0.8554178 = fieldWeight in 3055, product of:
               1.7320508 = tf(freq=3.0), with freq of:
                 3.0 = termFreq=3.0
               6.321609 = idf(docFreq=215, maxDocs=44218)
               0.078125 = fieldNorm(doc=3055)
         0.07401164 = weight(abstract_txt:retrieval in 3055) [ClassicSimilarity], result of:
           0.07401164 = score(doc=3055,freq=3.0), product of:
             0.15739001 = queryWeight, product of:
               2.3581176 = boost
               3.4751394 = idf(docFreq=3720, maxDocs=44218)
               0.019206114 = queryNorm
             0.47024357 = fieldWeight in 3055, product of:
               1.7320508 = tf(freq=3.0), with freq of:
                 3.0 = termFreq=3.0
               3.4751394 = idf(docFreq=3720, maxDocs=44218)
               0.078125 = fieldNorm(doc=3055)
         0.8569067 = weight(abstract_txt:melody in 3055) [ClassicSimilarity], result of:
           0.8569067 = score(doc=3055,freq=3.0), product of:
             0.6393267 = queryWeight, product of:
               3.36065 = boost
               9.905128 = idf(docFreq=5, maxDocs=44218)
               0.019206114 = queryNorm
             1.3403268 = fieldWeight in 3055, product of:
               1.7320508 = tf(freq=3.0), with freq of:
                 3.0 = termFreq=3.0
               9.905128 = idf(docFreq=5, maxDocs=44218)
               0.078125 = fieldNorm(doc=3055)
       0.16 = coord(4/25)
   

5. Inskip, C.; MacFarlane, A.; Rafferty, P.: Meaning, communication, music : towards a revised communication model (2008) 0.15

   0.14921121 = sum of:
     0.14921121 = product of:
       0.5328972 = sum of:
         0.015619411 = weight(abstract_txt:system in 2347) [ClassicSimilarity], result of:
           0.015619411 = score(doc=2347,freq=1.0), product of:
             0.07410668 = queryWeight, product of:
               1.1441699 = boost
               3.3723085 = idf(docFreq=4123, maxDocs=44218)
               0.019206114 = queryNorm
             0.21076928 = fieldWeight in 2347, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               3.3723085 = idf(docFreq=4123, maxDocs=44218)
               0.0625 = fieldNorm(doc=2347)
         0.019281322 = weight(abstract_txt:been in 2347) [ClassicSimilarity], result of:
           0.019281322 = score(doc=2347,freq=1.0), product of:
             0.08527835 = queryWeight, product of:
               1.2273862 = boost
               3.617579 = idf(docFreq=3226, maxDocs=44218)
               0.019206114 = queryNorm
             0.22609869 = fieldWeight in 2347, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               3.617579 = idf(docFreq=3226, maxDocs=44218)
               0.0625 = fieldNorm(doc=2347)
         0.03785594 = weight(abstract_txt:techniques in 2347) [ClassicSimilarity], result of:
           0.03785594 = score(doc=2347,freq=1.0), product of:
             0.13371196 = queryWeight, product of:
               1.5369049 = boost
               4.5298495 = idf(docFreq=1295, maxDocs=44218)
               0.019206114 = queryNorm
             0.2831156 = fieldWeight in 2347, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               4.5298495 = idf(docFreq=1295, maxDocs=44218)
               0.0625 = fieldNorm(doc=2347)
         0.039036136 = weight(abstract_txt:methodology in 2347) [ClassicSimilarity], result of:
           0.039036136 = score(doc=2347,freq=1.0), product of:
             0.13647678 = queryWeight, product of:
               1.5527133 = boost
               4.5764427 = idf(docFreq=1236, maxDocs=44218)
               0.019206114 = queryNorm
             0.28602767 = fieldWeight in 2347, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               4.5764427 = idf(docFreq=1236, maxDocs=44218)
               0.0625 = fieldNorm(doc=2347)
         0.016344937 = weight(abstract_txt:information in 2347) [ClassicSimilarity], result of:
           0.016344937 = score(doc=2347,freq=2.0), product of:
             0.07638412 = queryWeight, product of:
               1.6427761 = boost
               2.4209464 = idf(docFreq=10677, maxDocs=44218)
               0.019206114 = queryNorm
             0.21398345 = fieldWeight in 2347, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               2.4209464 = idf(docFreq=10677, maxDocs=44218)
               0.0625 = fieldNorm(doc=2347)
         0.3564152 = weight(abstract_txt:music in 2347) [ClassicSimilarity], result of:
           0.3564152 = score(doc=2347,freq=12.0), product of:
             0.2604102 = queryWeight, product of:
               2.14482 = boost
               6.321609 = idf(docFreq=215, maxDocs=44218)
               0.019206114 = queryNorm
             1.3686684 = fieldWeight in 2347, product of:
               3.4641016 = tf(freq=12.0), with freq of:
                 12.0 = termFreq=12.0
               6.321609 = idf(docFreq=215, maxDocs=44218)
               0.0625 = fieldNorm(doc=2347)
         0.048344202 = weight(abstract_txt:retrieval in 2347) [ClassicSimilarity], result of:
           0.048344202 = score(doc=2347,freq=2.0), product of:
             0.15739001 = queryWeight, product of:
               2.3581176 = boost
               3.4751394 = idf(docFreq=3720, maxDocs=44218)
               0.019206114 = queryNorm
             0.3071618 = fieldWeight in 2347, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               3.4751394 = idf(docFreq=3720, maxDocs=44218)
               0.0625 = fieldNorm(doc=2347)
       0.28 = coord(7/25)