Systems and methods for detecting and removing traceable identifying audio content from media content
Systems and methods are disclosed for detecting and removing traceable identifying audio content from electronic media content. One method includes: receiving, over a network, media content to be broadcast or distributed, the media content including audio data; determining whether the audio data of the media content includes traceable identifying audio content defined by an audio identifier; generating new audio data based on the audio data of the media content when an audio identifier is determined to be include in the audio data; removing audio data from the media content when the audio identifier is determined to be include in the audio data; adding the new audio data to the media content when the audio data is removed from the media content; and broadcasting or distributing the media content having the new audio data to one or more user devices.
1. A computer-implemented method for detecting and removing traceable identifying audio content from electronic media content, the method comprising:
receiving, over a network at one or more servers, media content to be broadcast or distributed, the media content including audio data;
detecting, by the one or more servers, traceable identifying audio content in the audio data, the traceable identifying audio content defined by an audio identifier;
modifying the audio data to remove, by the one or more servers, the audio identifier from the audio data of the media content; and
broadcasting or distributing, by the one or more servers, the media content with the modified audio data to one or more user devices.
2. The method of claim 1 , wherein detecting the traceable identifying audio content includes evaluating the audio data based on a predetermined set of frequencies, the predetermined set of frequencies including at least one of inaudible human frequencies, ultrasonic audio frequencies, and infrasonic audio frequencies.
3. The method of claim 1 , wherein detecting the traceable identifying audio content includes transforming the audio data into a set of frequency components using an integral transformation, the integral transformation being at least one of a Fourier transform, fast Fourier transform, Fourier sine transform, Fourier cosine transform, Hartley transform, Mellin transform, two-sided Laplace transform, Laplace transform, Weierstrass transform, Hankel transform, Abel transform, Hilbert transform, Poisson kernel, and an identity transform.
4. The method of claim 1 , wherein modifying the audio data further comprises:
removing, by the one or more servers, a set of frequencies determined to include the audio identifier from a transformed audio data; and
transforming, by the one or more servers, a remaining set of frequencies of the transformed audio data using an integral transform.
5. The method of claim 1 , wherein modifying the audio data further comprises varying one or more of a time and a speed of the audio data.
6. The method of claim 1 , wherein the audio identifier is in a human inaudible frequency range.
7. The method of claim 1 , wherein the audio identifier is in at least one of an ultrasonic audio frequency range and an infrasonic frequency range.
8. A system for detecting and removing traceable identifying audio content from electronic media content, the system including:
a data storage device that stores instructions for detecting and removing traceable identifying audio content from electronic media content; and
a processor configured to execute the instructions to perform a method including:
receiving, over a network, media content to be broadcast or distributed, the media content including audio data;
detecting traceable identifying audio content in the audio data, the traceable identifying audio content defined by an audio identifier;
modifying the audio data to remove the audio identifier from the audio data of the media content; and
broadcasting or distributing the media content with the modified audio data to one or more user devices.
9. The system of claim 8 , wherein detecting the traceable identifying audio content includes evaluating the audio data based on a predetermined set of frequencies, the predetermined set of frequencies including at least one of inaudible human frequencies, ultrasonic audio frequencies, and infrasonic audio frequencies.
10. The system of claim 8 , wherein detecting the traceable identifying audio content includes transforming the audio data into a set of frequency components using an integral transformation, the integral transformation being at least one of a Fourier transform, fast Fourier transform, Fourier sine transform, Fourier cosine transform, Hartley transform, Mellin transform, two-sided Laplace transform, Laplace transform, Weierstrass transform, Hankel transform, Abel transform, Hilbert transform, Poisson kernel, and an identity transform.
11. The system of claim 8 , wherein modifying the audio data further comprises:
removing a set of frequencies determined to include the audio identifier from a transformed audio data; and
transforming a remaining set of frequencies of the transformed audio data using an integral transform.
12. The system of claim 8 , wherein modifying the audio data further comprises varying one or more of a time and a speed of the audio data.
13. The system of claim 8 , wherein the audio identifier is in a human inaudible frequency range.
14. The system of claim 8 , wherein the audio identifier is in at least one of an ultrasonic audio frequency range and an infrasonic frequency range.
15. A non-transitory computer-readable medium storing instructions that, when executed by a computer, cause the computer to perform a method for detecting and removing traceable identifying audio content from electronic media content, the method including:
receiving, over a network, media content to be broadcast or distributed, the media content including audio data;
detecting traceable identifying audio content in the audio data, the traceable identifying audio content defined by an audio identifier;
modifying the audio data to remove the audio identifier from the audio data of the media content; and
broadcasting or distributing the media content with the modified audio data to one or more user devices.
16. The computer-readable medium of claim 15 , wherein detecting the traceable identifying audio content includes evaluating the audio data based on a predetermined set of frequencies, the predetermined set of frequencies including at least one of inaudible human frequencies, ultrasonic audio frequencies, and infrasonic audio frequencies.
17. The computer-readable medium of claim 15 , wherein detecting the traceable identifying audio content includes transforming the audio data into a set of frequency components using an integral transformation, the integral transformation being at least one of a Fourier transform, fast Fourier transform, Fourier sine transform, Fourier cosine transform, Hartley transform, Mellin transform, two-sided Laplace transform, Laplace transform, Weierstrass transform, Hankel transform, Abel transform, Hilbert transform, Poisson kernel, and an identity transform.
18. The computer-readable medium of claim 15 , wherein modifying the audio data further comprises:
removing a set of frequencies determined to include the audio identifier from a transformed audio data; and
transforming a remaining set of frequencies of the transformed audio data using an integral transform.
19. The computer-readable medium of claim 15 , wherein the audio identifier is in a human inaudible frequency range.
20. The computer-readable medium of claim 15 , wherein the audio identifier is in at least one of an ultrasonic audio frequency range and an infrasonic frequency range.