Methods, systems and apparatus for generating and/or using communications training data

A system of processing communications comprising:

• a first communications processing device, said first communications processing device including:
• a first memory;
• and
• a first processor, said first processor controlling the first communications processing device to perform the following operations:
• generating, from a first plurality of communications passing through a first communications network, a first set of communications media fingerprints and corresponding communications information, said communications media fingerprints, included in said first set of communications media fingerprints and corresponding communications information, being a first set of communications media fingerprints;
• generating, from a second plurality of communications, a set of communications media fingerprints of a first type, said set of communications media fingerprints of a first type being a second set of communications media fingerprints, each individual communication of said second plurality of communications having characteristics indicating a probability greater than a first threshold that the individual communication is of said first type;
• and
• labeling individual communications media fingerprints, in said first set of communications media fingerprints and corresponding communications information, said step of labeling including labeling communications media fingerprints, in said first set of communications media fingerprints and corresponding communications information, as being of said first type when the individual communications media fingerprint being labeled matches a communications media fingerprint in said set of communications media fingerprints of said first type.

A non-transitory computer readable medium including a first set of computer executable instructions which when executed by a processor of a computing device cause the computing device to:

• generate, from a first plurality of communications passing through a first communications network, a first set of communications media fingerprints and corresponding communications information, said communications media fingerprints, included in said first set of communications media fingerprints and corresponding communications information, being a first set of communications media fingerprints;
• generate, from a second plurality of communications, a set of communications media fingerprints of a first type, said set of communications media fingerprints of a first type being a second set of communications media fingerprints, each individual communication of said second plurality of communications having characteristics indicating a probability greater than a first threshold that the individual communication is of said first type;
• and
• label individual communications media fingerprints, in said first set of communications media fingerprints and corresponding communications information, said step of labeling including labeling communications media fingerprints, in said first set of communications media fingerprints and corresponding communications information, as being of said first type when the individual communications media fingerprint being labeled matches a communications media fingerprint in said set of communications media fingerprints of said first type.