Invert single vector dimension using only addition and inversion












1














I'm trying to perform an audio task, to try and isolate audio from mixed tracks. Specifically, I have two tracks with the same music but different sounds. Both are stereo. The only operations I can apply to them are inverting and mixing them. Doing so gets rid of the common parts and leaves on the difference.




There is a similar question:
Isolating audio tracks through mixing
that solves a similar-looking problem through a system of linear
equations, however the conditions are different and I tried applying
the answer given as well as the solution the OP applied but I can't
get a meaningful answer out of it (Wolfram
Alpha).
I'm not sure if I've interpreted that solution correctly.




I've boiled the problem down to this:




  • Track 1: i + j

  • Track 2: i + k


i represents the common audio, j and k represent the audio unique to each track



I need to isolate either i, j or k. To do this, I believe it is sufficient to create an asymmetrically signed pair, or more explicitly one of these:




  • -i + j

  • i - j

  • -i + k

  • i - k


Since I can only invert a whole stereo track and mix tracks together, the only operations permitted are inverting the original vector pairs and adding them together (so it's allowed to have -i -j and -i -k but you can't directly go to -i +j etc.). Any new vectors created can also be inverted and added of course.



I'm thinking this is sort of a 3-dimensional geometric problem of adding and inverting vectors only, sort of an "only with a compass and straightedge" problem. In that representation, it would mean that under those constraints I have to produce a vector with exactly one dimension or one with exactly one negative and one positive dimension (such as -i + j). Either that or it's a system of linear equations like the other question but represented that way it seems there's no solution.



So far I've been unable to prove whether there is a solution (a series of steps to arrive from the original 2 to one of the needed 4) or find one by trial and error.



Is this possible given the constraints? Is there a way to prove whether this is possible at all?










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    1














    I'm trying to perform an audio task, to try and isolate audio from mixed tracks. Specifically, I have two tracks with the same music but different sounds. Both are stereo. The only operations I can apply to them are inverting and mixing them. Doing so gets rid of the common parts and leaves on the difference.




    There is a similar question:
    Isolating audio tracks through mixing
    that solves a similar-looking problem through a system of linear
    equations, however the conditions are different and I tried applying
    the answer given as well as the solution the OP applied but I can't
    get a meaningful answer out of it (Wolfram
    Alpha).
    I'm not sure if I've interpreted that solution correctly.




    I've boiled the problem down to this:




    • Track 1: i + j

    • Track 2: i + k


    i represents the common audio, j and k represent the audio unique to each track



    I need to isolate either i, j or k. To do this, I believe it is sufficient to create an asymmetrically signed pair, or more explicitly one of these:




    • -i + j

    • i - j

    • -i + k

    • i - k


    Since I can only invert a whole stereo track and mix tracks together, the only operations permitted are inverting the original vector pairs and adding them together (so it's allowed to have -i -j and -i -k but you can't directly go to -i +j etc.). Any new vectors created can also be inverted and added of course.



    I'm thinking this is sort of a 3-dimensional geometric problem of adding and inverting vectors only, sort of an "only with a compass and straightedge" problem. In that representation, it would mean that under those constraints I have to produce a vector with exactly one dimension or one with exactly one negative and one positive dimension (such as -i + j). Either that or it's a system of linear equations like the other question but represented that way it seems there's no solution.



    So far I've been unable to prove whether there is a solution (a series of steps to arrive from the original 2 to one of the needed 4) or find one by trial and error.



    Is this possible given the constraints? Is there a way to prove whether this is possible at all?










    share|cite|improve this question

























      1












      1








      1







      I'm trying to perform an audio task, to try and isolate audio from mixed tracks. Specifically, I have two tracks with the same music but different sounds. Both are stereo. The only operations I can apply to them are inverting and mixing them. Doing so gets rid of the common parts and leaves on the difference.




      There is a similar question:
      Isolating audio tracks through mixing
      that solves a similar-looking problem through a system of linear
      equations, however the conditions are different and I tried applying
      the answer given as well as the solution the OP applied but I can't
      get a meaningful answer out of it (Wolfram
      Alpha).
      I'm not sure if I've interpreted that solution correctly.




      I've boiled the problem down to this:




      • Track 1: i + j

      • Track 2: i + k


      i represents the common audio, j and k represent the audio unique to each track



      I need to isolate either i, j or k. To do this, I believe it is sufficient to create an asymmetrically signed pair, or more explicitly one of these:




      • -i + j

      • i - j

      • -i + k

      • i - k


      Since I can only invert a whole stereo track and mix tracks together, the only operations permitted are inverting the original vector pairs and adding them together (so it's allowed to have -i -j and -i -k but you can't directly go to -i +j etc.). Any new vectors created can also be inverted and added of course.



      I'm thinking this is sort of a 3-dimensional geometric problem of adding and inverting vectors only, sort of an "only with a compass and straightedge" problem. In that representation, it would mean that under those constraints I have to produce a vector with exactly one dimension or one with exactly one negative and one positive dimension (such as -i + j). Either that or it's a system of linear equations like the other question but represented that way it seems there's no solution.



      So far I've been unable to prove whether there is a solution (a series of steps to arrive from the original 2 to one of the needed 4) or find one by trial and error.



      Is this possible given the constraints? Is there a way to prove whether this is possible at all?










      share|cite|improve this question













      I'm trying to perform an audio task, to try and isolate audio from mixed tracks. Specifically, I have two tracks with the same music but different sounds. Both are stereo. The only operations I can apply to them are inverting and mixing them. Doing so gets rid of the common parts and leaves on the difference.




      There is a similar question:
      Isolating audio tracks through mixing
      that solves a similar-looking problem through a system of linear
      equations, however the conditions are different and I tried applying
      the answer given as well as the solution the OP applied but I can't
      get a meaningful answer out of it (Wolfram
      Alpha).
      I'm not sure if I've interpreted that solution correctly.




      I've boiled the problem down to this:




      • Track 1: i + j

      • Track 2: i + k


      i represents the common audio, j and k represent the audio unique to each track



      I need to isolate either i, j or k. To do this, I believe it is sufficient to create an asymmetrically signed pair, or more explicitly one of these:




      • -i + j

      • i - j

      • -i + k

      • i - k


      Since I can only invert a whole stereo track and mix tracks together, the only operations permitted are inverting the original vector pairs and adding them together (so it's allowed to have -i -j and -i -k but you can't directly go to -i +j etc.). Any new vectors created can also be inverted and added of course.



      I'm thinking this is sort of a 3-dimensional geometric problem of adding and inverting vectors only, sort of an "only with a compass and straightedge" problem. In that representation, it would mean that under those constraints I have to produce a vector with exactly one dimension or one with exactly one negative and one positive dimension (such as -i + j). Either that or it's a system of linear equations like the other question but represented that way it seems there's no solution.



      So far I've been unable to prove whether there is a solution (a series of steps to arrive from the original 2 to one of the needed 4) or find one by trial and error.



      Is this possible given the constraints? Is there a way to prove whether this is possible at all?







      linear-algebra vectors systems-of-equations






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      asked Nov 22 at 13:29









      mechalynx

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