Translation synthesizer for analysis, amplification and remediation of linguistic data across a translation supply chain

A computer program product for translating a source segment the computer program product comprising a computer readable storage medium having program instructions embodied therewith, the program instructions executable by a computing device to cause the computing device to:

• receive the source segment in a first language to be translated into a second language;
• identify linguistic markers within the source segment and associated noise values, wherein the linguistic markers are associated with one or more linguistic patterns likely to introduce noise into a translation channel;
• determine that the linguistic markers need to be removed from the source segment during machine translation based on the noise values;
• tag the linguistic markers in the source segment based on the identifying to produce a tagged source segment with tagged linguistic markers;
• transform the tagged source segment into an amplified source segment including added metadata, wherein the tagged linguistic markers are removed from the source segment to produce the amplified source segment;
• send the amplified source segment to a machine translation module, wherein the machine translation module is configured to process the amplified source segment to produce a return amplified match in the second language;
• receive the return amplified match from the machine translation module upon completion of translation of the amplified source segment from the first language to the second language;
• remediate the return amplified match by restoring the tagged linguistic markers to produce a target match;
• and
• send the target match to a post-editing module.

A system for translating a source segment, comprising:

• a CPU, a computer readable memory and a computer readable storage medium associated with a computing device;
• program instructions to receive the source segment in a first language to be translated into a second language;
• program instructions to identify linguistic markers within the source segment and associated noise values to produce a tagged source segment with tags, wherein the linguistic markers are associated with one or more linguistic patterns likely to introduce noise into a translation channel;
• program instructions to determine that the linguistic markers need to be removed from the source segment during machine translation based on the noise values;
• program instructions to transform the tagged source segment into an amplified source segment, wherein the tags are replaced with metadata;
• program instructions to send the amplified source segment to a machine translation module, wherein the machine translation module is configured to process the amplified source segment to produce a return amplified match in the second language;
• program instructions to receive the return amplified match from the machine translation module upon completion of translation of the amplified source segment from the first language to the second language;
• program instructions to remediate the return amplified match by restoring the tagged linguistic markers to produce a target match;
• and
• program instructions to send the target match to a post-editing module;
• wherein the program instructions are stored on the computer readable storage medium for execution by the CPU via the computer readable memory.