Efficient head related transfer function filter generation
View Patent ↗A method for generating a head related transfer function comprises downconverting each of a plurality of measured impulse responses from a first sampling frequency to a second sampling frequency and then converting each downconverted impulse responses to a set of head related transfer functions. Coordinate conversion can then be performed on each set of head related transfer functions. The converted sets of head related transfer functions are then averaged to generate one average head related transfer function. The average head related transfer function can be decimated to fit a filter engine of a target system.
1. A method for generating a head related transfer function, comprising:
downconverting each of a plurality of measured impulse responses from a first sampling frequency to a second sampling frequency;
converting each downconverted impulse responses to a set of head related transfer functions;
performing coordinate conversion on each set of head related transfer functions;
averaging the converted sets of head related transfer functions to generate one average set of head related transfer functions; and
decimating the average set of head related transfer functions to fit a filter engine of a target system.
2. The method of claim 1 , wherein converting each downconverted impulse responses to a set of head related transfer functions comprises generating a pair of head related transfer functions from the measured impulse responses for each grid point in a coordinate system.
3. The method of claim 2 , wherein performing coordinate conversion on each set of head related transfer functions comprises performing coordinate conversion on the sets of head related transfer functions, and wherein performing coordinate conversion on the sets of head related transfer functions includes performing linear interpolation on the sets of head related transfer functions.
4. The method of claim 1 , further comprising dividing the converted sets of head related transfer functions into demographically defined groups and generating an average set of head related transfer functions for each group.
5. The method of claim 1 , wherein decimating the average set of head related transfer functions includes using Fourier transform techniques and a sliding filter window.
6. The method of claim 5 , wherein decimating the average set of head related transfer functions further includes using a minimum mean squared estimation.
7. The method of claim 1 , further comprising normalizing the decimated average set of head related transfer functions.
8. A computer readable medium having stored thereon one or more sequences of instructions for causing one or more processors to perform steps for generating a head related transfer function, the steps comprising:
downconverting each of a plurality of measured impulse responses from a first sampling frequency to a second sampling frequency;
converting each downconverted impulse responses to a set of head related transfer functions;
performing coordinate conversion on each set of head related transfer functions;
averaging the converted sets of head related transfer functions to generate one average set of head related transfer functions; and
decimating the average set of head related transfer functions to fit a filter engine of a target system.
9. The computer readable medium of claim 8 , wherein converting each downconverted impulse responses to a set of head related transfer functions comprises generating a pair of head related transfer functions from the measured impulse responses for each grid point in a coordinate system.
10. The computer readable medium of claim 9 , wherein performing coordinate conversion on each set of head related transfer functions comprises performing coordinate conversion on the sets of head related transfer functions, and wherein performing coordinate conversion on the sets of head related transfer functions includes performing linear interpolation conversion on the sets of head related transfer functions.
11. The computer readable medium of claim 8 , further comprising the step of dividing the converted sets of head related transfer functions into demographically defined groups and generating an average sets of head related transfer functions for each group.
12. The computer readable medium of claim 8 , wherein decimating the average set of head related transfer functions includes using Fourier transform techniques and a sliding filter window.
13. The computer readable medium of claim 12 , wherein decimating the average sets of head related transfer functions further includes using a minimum mean squared estimation.
14. The computer readable medium of claim 8 , further comprising the step of normalizing the decimated average sets of head related transfer functions.