Speaker and command verification method

Claim 1

A method of comparing a challenge verbal utterance with an enrollment verbal utterance to determine a security action, the method comprising the steps of: A) preparing an enrollment data comprising the steps of: a) converting an enrollment verbal utterance into a first electrical signal; b) creating a fast Fourier transformation of the signal to produce a frequency domain representation of the signal; c) taking M samples of the signal for each of N frequency channels to form an M by N sample enrollment matrix Ei; d) determining if at least X of the M samples have a selected minimum energy content in at least Y of the N frequency channels; e) repeating steps (a) through (d) if step (d) fails, and aborting after a selected number of repeats of steps (a) through (d); f) repeating steps (a) through (d) if step (d) succeeds, until a selected number of said sample matrices Ei have been formed as E1, E2, E3, . . . . ; g) forming the difference between each pair of the enrollment matrices Ei, as (E1-E2), (E1-E3), (E2-E3), . . . ; h) forming the sum, S, of the differences between each of the pairs of the matrices Ei, as S={(E1-E2)+(E1-E3)+(E1-E2)+. . . }; i) accepting S as an enrollment data if S<EB, EB being a selected first enrollment criterion and also if each said difference between each pair of the matrices Ei is greater than ES, ES being a selected second enrollment criterion; B) challenging the enrollment data comprising the steps of: a) converting a challenge verbal utterance into a second electrical signal; b) creating a second fast Fourier transformation of the second signal to produce a frequency domain representation of the second signal; c) taking M samples of the second signal for each of N frequency channels to form an M by N sample challenge matrix C; d) determining if at least X of the M samples have a selected minimum energy content in at least Y of the N frequency channels; e) repeating steps (a) through (d) if step (d) fails, and aborting after a selected number of repeats of steps (a) through (d); f) forming the difference between C and Di for each of the matrices Di, as (C-D1), (C-D2), (C-D3), . . . ; g) forming the sum, S', of the differences between each of the pairs C and Di, as S'={(C-D1)+(C-D2)+(C-D3)+. . . }; h) accepting S' as a valid challenge if S'<VB, VB being a selected first verification criterion and also if each said difference between each of the pairs C and Di is greater than VS, VS being a selected second verification criterion; C) enabling the security action if the challenge verbal utterance is accepted.

Claim 2

A method of comparing a challenge verbal utterance with an enrollment verbal utterance to determine a security action, the method comprising the steps of: A) preparing an enrollment data comprising the steps of: a) converting an enrollment verbal utterance into a first electrical signal; b) creating a fast Fourier transformation of the signal to produce a frequency domain representation of the signal; c) taking M samples of the signal for each of N frequency channels to form an M by N sample enrollment matrix Ei; d) determining if at least X of the M samples have a selected minimum energy content in at least Y of the N frequency channels; e) repeating steps (a) through (d) if step (d) fails, and aborting after a selected number of repeats of steps (a) through (d); f) repeating steps (a) through (d) if step (d) succeeds, until a selected number of said sample matrices Ei have been formed as E1, E2, E3, . . . . ; g) forming the difference between each pair of the enrollment matrices Ei, as (E1-E2), (E1-E3), (E2-E3), . . . ; h) forming the sum, S, of the differences between each of the pairs of the matrices Ei, as S={(E1-E2)+(E1-E3)+(E1-E2)+. . . }; i) accepting S as an enrollment data if S<EB, EB being a selected first enrollment criterion and also if each said difference between each pair of the matrices Ei is greater than ES, ES being a selected second enrollment criterion; B) challenging the enrollment data comprising the steps of: a) converting a challenge verbal utterance into a second electrical signal; b) creating a second fast Fourier transformation of the second signal to produce a frequency domain representation of the second signal; c) taking M samples of the second signal for each of N frequency channels to form an M by N sample challenge matrix C; d) determining if at least X of the M samples have a selected minimum energy content in at least Y of the N frequency channels; e) repeating steps (a) through (d) if step (d) fails, and aborting after a selected number of repeats of steps (a) through (d); f) forming the difference between C and Di for each of the matrices Di, as (C-D1), (C-D2), (C-D3), . . . ; g) forming the sum, S', of the differences between each of the pairs C and Di, as S'={(C-D1)+(C-D2)+(C-D3)+. . . }; h) accepting S' as a valid challenge if S'<VB, VB being a selected first verification criterion and also if each said difference between each of the pairs C and Di is greater than VS, VS being a selected second verification criterion; C) enabling the security action if the challenge verbal utterance is accepted.

Claim 3

A method of comparing a challenge verbal utterance with a set of enrollment verbal utterances to determine a security action, the method comprising the steps of: A) preparing enrollment data comprising the steps of: a) converting an enrollment verbal utterance into a first electrical signal; b) creating a fast Fourier transformation of the signal to produce a frequency domain representation of the signal; c) taking M samples of the signal for each of N frequency channels to form an M by N sample enrollment matrix Ei; d) determining if at least X of the M samples have a selected minimum energy content in at least Y of the N frequency channels; e) repeating steps (a) through (d) if step (d) fails, and aborting after a selected number of repeats of steps (a) through (d); f) repeating steps (a) through (d) if step (d) succeeds, until a selected number of said sample matrices Ei have been formed as E1, E2, E3 . . . , g) forming the difference between each pair of the enrollment matrices Ei, as (E1-E2), (E1-E3), (E2-E3), . . . ; h) forming the sum, S, of the differences between each of the pairs of the matrices Ei, as S={(E1-E2)+(E1-E3)+(E1-E2)+. . . }; i) accepting S as an enrollment data if S<EB, EB being a selected first enrollment criterion and also if each said difference between each pair of the matrices Ei is greater than ES, ES being a selected second enrollment criterion; j) repeating steps (a) to (i) for a plurality of individual enrollment data sets; B) challenging the enrollment data, the enrollment challenging comprising the steps of: a) converting a challenge verbal utterance into a second electrical signal; b) creating a second fast Fourier transformation of the second signal to produce a frequency domain representation of the second signal; c) taking M samples of the second signal for each of N frequency channels to form an M by N sample challenge matrix C; d) determining if at least X of the M samples have a selected minimum energy content in at least Y of the N frequency channels; e) repeating steps (a) through (d) if step (d) fails, and aborting after a selected number of repeats of steps (a) through (d); f) forming the difference between C and Di for each of the matrices Di, as (C-D1), (C-D2), (C-D3), . . . ; g) forming the sum, S', of the differences between each of the pairs C and Di, as S'={(C-D1)+(C-D2)+(C-D3)+. . . }; h) repeating steps (a) through (g) for each of the enrollment data sets until S'<VB, VB being a selected first verification criterion, and each said difference between each of the pairs C and Di is greater than VS, VS being a selected second verification criterion; i) aborting the method when step (h) has been completed without the challenge verbal utterance being accepted; C) enabling the security action if the challenge verbal utterance is accepted in step (B)(h).

Claim 4

A method of comparing a challenge verbal utterance with a set of enrollment verbal utterances to determine a security action, the method comprising the steps of: A) preparing enrollment data comprising the steps of: a) converting an enrollment verbal utterance into a first electrical signal; b) creating a fast Fourier transformation of the signal to produce a frequency domain representation of the signal; c) taking M samples of the signal for each of N frequency channels to form an M by N sample enrollment matrix Ei; d) determining if at least X of the M samples have a selected minimum energy content in at least Y of the N frequency channels; e) repeating steps (a) through (d) if step (d) fails, and aborting after a selected number of repeats of steps (a) through (d); f) repeating steps (a) through (d) if step (d) succeeds, until a selected number of said sample matrices Ei have been formed as E1, E2, E3 . . . , g) forming the difference between each pair of the enrollment matrices Ei, as (E1-E2), (E1-E3), (E2-E3), . . . ; h) forming the sum, S, of the differences between each of the pairs of the matrices Ei, as S={(E1-E2)+(E1-E3)+(E1-E2)+. . . }; i) accepting S as an enrollment data if S<EB, EB being a selected first enrollment criterion and also if each said difference between each pair of the matrices Ei is greater than ES, ES being a selected second enrollment criterion; j) repeating steps (a) to (i) for a plurality of individual enrollment data sets; B) challenging the enrollment data, the enrollment challenging comprising the steps of: a) converting a challenge verbal utterance into a second electrical signal; b) creating a second fast Fourier transformation of the second signal to produce a frequency domain representation of the second signal; c) taking M samples of the second signal for each of N frequency channels to form an M by N sample challenge matrix C; d) determining if at least X of the M samples have a selected minimum energy content in at least Y of the N frequency channels; e) repeating steps (a) through (d) if step (d) fails, and aborting after a selected number of repeats of steps (a) through (d); f) forming the difference between C and Di for each of the matrices Di, as (C-D1), (C-D2), (C-D3), . . . ; g) forming the sum, S', of the differences between each of the pairs C and Di, as S'={(C-D1)+(C-D2)+(C-D3)+. . . }; h) repeating steps (a) through (g) for each of the enrollment data sets until S'<VB, VB being a selected first verification criterion, and each said difference between each of the pairs C and Di is greater than VS, VS being a selected second verification criterion; i) aborting the method when step (h) has been completed without the challenge verbal utterance being accepted; C) enabling the security action if the challenge verbal utterance is accepted in step (B)(h).