Structural(Aspects(of(JazzImprovisaon( ·...

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Structural Aspects of Jazz Improvisa5on. A New Approach Based on MidLevelAnalysis Mar%n Schütz Structural Aspects of Jazz Improvisa5on A New Approach Based on MidLevelAnalysis

Transcript of Structural(Aspects(of(JazzImprovisaon( ·...

Page 1: Structural(Aspects(of(JazzImprovisaon( · Structural(Aspects(of(JazzImprovisaon.(A(New(Approach(Based(on(Mid>Level>Analysis(! Mar%n!Schütz! Data(=45(jazz( improvisaons (piano, chorusbased

Structural  Aspects  of  Jazz  Improvisa5on.  A  New  Approach  Based  on  Mid-­‐Level-­‐Analysis    Mar%n  Schütz  

Structural  Aspects  of  Jazz  Improvisa5on    

A  New  Approach  Based  on  Mid-­‐Level-­‐Analysis  

Page 2: Structural(Aspects(of(JazzImprovisaon( · Structural(Aspects(of(JazzImprovisaon.(A(New(Approach(Based(on(Mid>Level>Analysis(! Mar%n!Schütz! Data(=45(jazz( improvisaons (piano, chorusbased

Structural  Aspects  of  Jazz  Improvisa5on.  A  New  Approach  Based  on  Mid-­‐Level-­‐Analysis    Mar%n  Schütz  

Leading  ques,ons:    The  architecture  of  jazz  improvisa5on:                    Of  which  structural  elements    does  an  improvisa5on  consist  of?          Could  paGerns  or  similari5es  also  be  found  at  a  structural  level  and  in  which  way  the  structural  composi5on  is  affected  by  the  underlying  reference?                                      

 

The  “stream-­‐of-­‐ideas”-­‐analysis:  the  methodological  approach    

Background  and  mo5va5on  

Page 3: Structural(Aspects(of(JazzImprovisaon( · Structural(Aspects(of(JazzImprovisaon.(A(New(Approach(Based(on(Mid>Level>Analysis(! Mar%n!Schütz! Data(=45(jazz( improvisaons (piano, chorusbased

Structural  Aspects  of  Jazz  Improvisa5on.  A  New  Approach  Based  on  Mid-­‐Level-­‐Analysis    Mar%n  Schütz  

 

The  “stream-­‐of-­‐ideas”-­‐analysis:  the  methodological  approach    

Background  and  mo5va5on  

perspec5ve  

scope  

single  event   improvisa5on  as  a  whole  

improvisa5on  as  a  process  

improvisa5on  as  a  product  

Page 4: Structural(Aspects(of(JazzImprovisaon( · Structural(Aspects(of(JazzImprovisaon.(A(New(Approach(Based(on(Mid>Level>Analysis(! Mar%n!Schütz! Data(=45(jazz( improvisaons (piano, chorusbased

Structural  Aspects  of  Jazz  Improvisa5on.  A  New  Approach  Based  on  Mid-­‐Level-­‐Analysis    Mar%n  Schütz  

 

The  “stream-­‐of-­‐ideas”-­‐analysis:  the  methodological  approach    

Background  and  mo5va5on  

perspec5ve  

scope  

single  event   improvisa5on  as  a  whole  

improvisa5on  as  a  process  

”stream-­‐of-­‐ideas“-­‐analysis  

improvisa5on  as  a  product  

Page 5: Structural(Aspects(of(JazzImprovisaon( · Structural(Aspects(of(JazzImprovisaon.(A(New(Approach(Based(on(Mid>Level>Analysis(! Mar%n!Schütz! Data(=45(jazz( improvisaons (piano, chorusbased

Structural  Aspects  of  Jazz  Improvisa5on.  A  New  Approach  Based  on  Mid-­‐Level-­‐Analysis    Mar%n  Schütz  

“Idea”  =  phrase-­‐like  structural  element    “Phrase”  =  musical  part  emphasized/                                          framed  by  breaks                                  “Idea”  =  structural  element  (segment  of  an  improvisa5on)  that  is  defined  by  a                                                      content-­‐based  perspec5ve  -­‐    determined  by  its  intrinsic  characteris5cs                                                        spanning  a  certain  period    

 

The  “stream-­‐of-­‐ideas”-­‐analysis:  the  methodological  approach    

Development  and  applica5on  of  the  SIA    

Phrase    =  

“Idea”    

Phrase  >  

“Idea”    

Phrase    <  

“Idea”                t    

Page 6: Structural(Aspects(of(JazzImprovisaon( · Structural(Aspects(of(JazzImprovisaon.(A(New(Approach(Based(on(Mid>Level>Analysis(! Mar%n!Schütz! Data(=45(jazz( improvisaons (piano, chorusbased

Structural  Aspects  of  Jazz  Improvisa5on.  A  New  Approach  Based  on  Mid-­‐Level-­‐Analysis    Mar%n  Schütz  

 

Segmenta5on  (posi5on  and  dura5on/domain  of  each  “idea”)      Categorisa5on  (assigning  each  “idea”  to  a  category                                                          (fiWng  the  given  characteris5cs  of  the  “idea”))                                                                      SIA  Improvisa,on                                          gapless  sequence/chain  of  corresponding  “ideas”  

 

The  “stream-­‐of-­‐ideas”-­‐analysis:  the  methodological  approach    

Development  and  applica5on  of  the  SIA  

categorisa5on/classifica5on                          summeraza5on    abstrac5on                  reduc5on  

Page 7: Structural(Aspects(of(JazzImprovisaon( · Structural(Aspects(of(JazzImprovisaon.(A(New(Approach(Based(on(Mid>Level>Analysis(! Mar%n!Schütz! Data(=45(jazz( improvisaons (piano, chorusbased

Structural  Aspects  of  Jazz  Improvisa5on.  A  New  Approach  Based  on  Mid-­‐Level-­‐Analysis    Mar%n  Schütz  

 

The  “stream-­‐of-­‐ideas”-­‐analysis:  the  methodological  approach    

Development  and  applica5on  of  the  SIA  

system  of  categories  

Page 8: Structural(Aspects(of(JazzImprovisaon( · Structural(Aspects(of(JazzImprovisaon.(A(New(Approach(Based(on(Mid>Level>Analysis(! Mar%n!Schütz! Data(=45(jazz( improvisaons (piano, chorusbased

Structural  Aspects  of  Jazz  Improvisa5on.  A  New  Approach  Based  on  Mid-­‐Level-­‐Analysis    Mar%n  Schütz  

 

„Line“  

 

The  “stream-­‐of-­‐ideas”-­‐analysis:  the  methodological  approach    

Development  and  applica5on  of  the  SIA  

„line”  ascending   „line”  convex  

„line”  wave   „line”  5ck  (descending  long,                                                ascending  short)  

Page 9: Structural(Aspects(of(JazzImprovisaon( · Structural(Aspects(of(JazzImprovisaon.(A(New(Approach(Based(on(Mid>Level>Analysis(! Mar%n!Schütz! Data(=45(jazz( improvisaons (piano, chorusbased

Structural  Aspects  of  Jazz  Improvisa5on.  A  New  Approach  Based  on  Mid-­‐Level-­‐Analysis    Mar%n  Schütz  

Data  =  45  jazz  improvisa,ons  (piano,  chorus-­‐based,  5  jazz  pianists,  3  tunes,  3  takes  for  each  tune  by  every  pianist)    Kenny‘ll  make  it              Li6le  Sunflower                    Heaven      (blues,  12  bars,  AAB,  101  bpm)                                  (modal,  48  bars,  ABA,  128  bpm)                            (ballad,  32  bars,  AABA,  80  bpm)        Pianist  1                  Pianist  2      ...        Pianist  1                  Pianist  2          ...                Pianist  1            Pianist  2        ...            Take  1          Take  2            Take  3      ...    

 

The  “stream-­‐of-­‐ideas”-­‐analysis:  the  methodological  approach    

Development  and  applica5on  of  the  SIA  

Δ  t  >  5  days  

Page 10: Structural(Aspects(of(JazzImprovisaon( · Structural(Aspects(of(JazzImprovisaon.(A(New(Approach(Based(on(Mid>Level>Analysis(! Mar%n!Schütz! Data(=45(jazz( improvisaons (piano, chorusbased

Structural  Aspects  of  Jazz  Improvisa5on.  A  New  Approach  Based  on  Mid-­‐Level-­‐Analysis    Mar%n  Schütz  

 

Frequency  distribu5ons  of  “ideas”      

 

The  “stream-­‐of-­‐ideas”-­‐analysis:  the  methodological  approach    

Results  

 

                 Pianist  5,  modal  tune                                                                                                                                              Pianist  3,  ballad            

Void  Lick  

Atmosphere  ShiNing  Phrase  

Theme-­‐Varia,on  Mo,f  Line  

Bellow  Scissor  

Page 11: Structural(Aspects(of(JazzImprovisaon( · Structural(Aspects(of(JazzImprovisaon.(A(New(Approach(Based(on(Mid>Level>Analysis(! Mar%n!Schütz! Data(=45(jazz( improvisaons (piano, chorusbased

Structural  Aspects  of  Jazz  Improvisa5on.  A  New  Approach  Based  on  Mid-­‐Level-­‐Analysis    Mar%n  Schütz  

 

The  “stream-­‐of-­‐ideas”-­‐analysis:  the  methodological  approach    

Results  

                                                                   Lick                          Varia5on  of  theme                Mo5f    Rela5ve  por5ons  (%)  of  specific  “ideas”  in  connec5on  to  the  different  tunes      

%

Page 12: Structural(Aspects(of(JazzImprovisaon( · Structural(Aspects(of(JazzImprovisaon.(A(New(Approach(Based(on(Mid>Level>Analysis(! Mar%n!Schütz! Data(=45(jazz( improvisaons (piano, chorusbased

Structural  Aspects  of  Jazz  Improvisa5on.  A  New  Approach  Based  on  Mid-­‐Level-­‐Analysis    Mar%n  Schütz  

 

The  “stream-­‐of-­‐ideas”-­‐analysis:  the  methodological  approach    

Results  

Dura5o

n  in  se

cond

s  

Dura5o

n  in  se

cond

s                        1                                    2                                    3                                        4                                    5  

 ID  of  pianist  

                     Blues                                    Modal                                    Ballad    

       Tune  

 

Dura5ons  of  the  “ideas”      

Page 13: Structural(Aspects(of(JazzImprovisaon( · Structural(Aspects(of(JazzImprovisaon.(A(New(Approach(Based(on(Mid>Level>Analysis(! Mar%n!Schütz! Data(=45(jazz( improvisaons (piano, chorusbased

Structural  Aspects  of  Jazz  Improvisa5on.  A  New  Approach  Based  on  Mid-­‐Level-­‐Analysis    Mar%n  Schütz  

 

The  “stream-­‐of-­‐ideas”-­‐analysis:  the  methodological  approach    

Consistency  and  validity  of  the  SIA  

Type   Rate  of  matching  (mean)  

Intra-­‐Coder-­‐Consistency   Segmenta5on   94,7%  (98,8%)  

Categorisa5on   95%  

Inter-­‐Coder-­‐Consistency   Segmenta5on   83,1%  (92,4%)  

Categorisa5on   35,7%  

Page 14: Structural(Aspects(of(JazzImprovisaon( · Structural(Aspects(of(JazzImprovisaon.(A(New(Approach(Based(on(Mid>Level>Analysis(! Mar%n!Schütz! Data(=45(jazz( improvisaons (piano, chorusbased

Structural  Aspects  of  Jazz  Improvisa5on.  A  New  Approach  Based  on  Mid-­‐Level-­‐Analysis    Mar%n  Schütz  

+  close  rela5onship  to  the  given  data  

+  iden5fying  structural  elements  

+  looking  into  the  structural  composi5ons  of      

       different  jazz  improvisa5ons    

           +  offering  a  global  (person-­‐  and  reference-­‐    

                   spanning)  basis  for  comparison  

           +  revealing  hidden  structural  paGerns    

                   and  influencing  factors  

           +  facilita5ng  addi5onal  findings    

                 concerning  the  process  of    

                 improvisa5on  

+  high  degree  of  intra-­‐coder-­‐consistency  

+  evaluated  and  approved  by  different  jazz      

       pianists  

 

 

The  “stream-­‐of-­‐ideas”-­‐analysis:  the  methodological  approach    

Conclusion  

currently  designed  for    jazz  piano  improvisa5on  

 

-­‐  manually  performed  analysis          -­‐  coder  needs  experience  with  jazz                  improvisa5on  and  the  usage  of  SIA          -­‐  problems  with  inter-­‐coder-­‐consistency                  -­‐  deferring  individual  viewpoints  to  the                        given  defini5ons  within  the  system                  -­‐  defini5ons  may  offer  some  room  for                            interpreta5on          -­‐    much  5me  and  large  amount  of  work                    involved                  -­‐  limi5ng  the  amount  of  data  that  could  be                          processed  

Page 15: Structural(Aspects(of(JazzImprovisaon( · Structural(Aspects(of(JazzImprovisaon.(A(New(Approach(Based(on(Mid>Level>Analysis(! Mar%n!Schütz! Data(=45(jazz( improvisaons (piano, chorusbased

Structural  Aspects  of  Jazz  Improvisa5on.  A  New  Approach  Based  on  Mid-­‐Level-­‐Analysis    Mar%n  Schütz  

                                                                                                                                                                                                                                                               addi5onal  level  of  informa5on      1.)  Weimar  Jazz  Database  (WJazzD)  -­‐>    monophonic  improvisa5ons  +  SIA                                                                                                                                                                                                    redesigning  the  system  for  monophonic  improvisa5ons        

 

The  “stream-­‐of-­‐ideas”-­‐analysis  &  the  “Jazzomat”-­‐project:  possibili5es  &  links    

2.)  Extrac5ng  secondary  typologies  of  “ideas”  -­‐>                                                +  MeloSpySuite  (melfeature)  

3.)  Automa5on  of  the  SIA  (developing  a  computer  program)      

Page 16: Structural(Aspects(of(JazzImprovisaon( · Structural(Aspects(of(JazzImprovisaon.(A(New(Approach(Based(on(Mid>Level>Analysis(! Mar%n!Schütz! Data(=45(jazz( improvisaons (piano, chorusbased

Structural  Aspects  of  Jazz  Improvisa5on.  A  New  Approach  Based  on  Mid-­‐Level-­‐Analysis    Mar%n  Schütz  

 

The  “stream-­‐of-­‐ideas”-­‐analysis  &  the  “Jazzomat”-­‐project:  possibili5es  &  links    

Page 17: Structural(Aspects(of(JazzImprovisaon( · Structural(Aspects(of(JazzImprovisaon.(A(New(Approach(Based(on(Mid>Level>Analysis(! Mar%n!Schütz! Data(=45(jazz( improvisaons (piano, chorusbased

Structural  Aspects  of  Jazz  Improvisa5on.  A  New  Approach  Based  on  Mid-­‐Level-­‐Analysis    Mar%n  Schütz  

 

 

 

The  “stream-­‐of-­‐ideas”-­‐analysis  in  connec5on  to  Jazzomat-­‐project    

Sonny  Rollins  –  Tenor  Madness  (176,2  bpm)  

Page 18: Structural(Aspects(of(JazzImprovisaon( · Structural(Aspects(of(JazzImprovisaon.(A(New(Approach(Based(on(Mid>Level>Analysis(! Mar%n!Schütz! Data(=45(jazz( improvisaons (piano, chorusbased

Structural  Aspects  of  Jazz  Improvisa5on.  A  New  Approach  Based  on  Mid-­‐Level-­‐Analysis    Mar%n  Schütz  

 

 

 

The  “stream-­‐of-­‐ideas”-­‐analysis  &  the  “Jazzomat”-­‐project:  possibili5es  &  links      

Bob  Berg  –  Angels  (270,3  bpm)  

Page 19: Structural(Aspects(of(JazzImprovisaon( · Structural(Aspects(of(JazzImprovisaon.(A(New(Approach(Based(on(Mid>Level>Analysis(! Mar%n!Schütz! Data(=45(jazz( improvisaons (piano, chorusbased

Structural  Aspects  of  Jazz  Improvisa5on.  A  New  Approach  Based  on  Mid-­‐Level-­‐Analysis    Mar%n  Schütz  

 

 

 

The  “stream-­‐of-­‐ideas”-­‐analysis  &  the  “Jazzomat”-­‐project:  possibili5es  &  links      

John  Coltrane  –  Countdown  (337,4  bpm)  

Page 20: Structural(Aspects(of(JazzImprovisaon( · Structural(Aspects(of(JazzImprovisaon.(A(New(Approach(Based(on(Mid>Level>Analysis(! Mar%n!Schütz! Data(=45(jazz( improvisaons (piano, chorusbased

Structural  Aspects  of  Jazz  Improvisa5on.  A  New  Approach  Based  on  Mid-­‐Level-­‐Analysis    Mar%n  Schütz  

 

 

 

The  “stream-­‐of-­‐ideas”-­‐analysis  &  the  “Jazzomat”-­‐project:  possibili5es  &  links      

Joe  Henderson  –  Punjab  (160,3  bpm)  

Page 21: Structural(Aspects(of(JazzImprovisaon( · Structural(Aspects(of(JazzImprovisaon.(A(New(Approach(Based(on(Mid>Level>Analysis(! Mar%n!Schütz! Data(=45(jazz( improvisaons (piano, chorusbased

Structural  Aspects  of  Jazz  Improvisa5on.  A  New  Approach  Based  on  Mid-­‐Level-­‐Analysis    Mar%n  Schütz  

Structural  Aspects  of  Jazz  Improvisa5on    

A  New  Approach  Based  on  Mid-­‐Level-­‐Analysis