SYSTEM AND METHOD FOR VALIDATING AND CORRECTING TRANSCRIPTIONS OF AUDIO FILES
A system and method for validating and correcting transcriptions of an audio file. The method includes analyzing an audio file to at least identify transcription characteristics of the audio file; comparing a received transcription file to the identified transcription characteristics; and validating the received transcription file to detect errors within the received transcription file.
1 . A method for validating and correcting transcriptions of an audio file, comprising:
analyzing an audio file to at least identify transcription characteristics of the audio file;
comparing a received transcription file to the identified transcription characteristics; and
validating the received transcription file to detect errors within the received transcription file.
2 . The method of claim 1 , further comprising:
marking the identified errors within the transcription file.
3 . The method of claim 1 , further comprising:
suggesting corrections for the identified errors.
4 . The method of claim 1 , wherein the transcription characteristics include at least one of: a signal to noise ratio, a clarity of recording, a number of speakers captured within the audio file, accents of each speaker, languages spoken by each speaker, background noises, and contextual variables.
5 . The method of claim 4 , wherein each of the contextual variable includes at least one of: a topic of the audio file, a source of the audio file, and lingual indicators.
6 . The method of claim 1 , wherein the analyzing the at least one audio file further comprises:
employing a deep learning technique.
7 . The method of claim 6 , wherein the deep learning technique includes as least one of: a neural network algorithm, a decision tree learning algorithm, a clustering, homomorphic filtering algorithm, a wideband reducing filtering algorithm, and a sound wave anti-aliasing algorithm.
8 . A non-transitory computer readable medium having stored thereon instructions for causing a processing circuitry to perform a process, the process comprising:
analyzing an audio file to at least identify transcription characteristics of the audio file;
comparing a received transcription file to the identified transcription characteristics; and
validating the received transcription file to detect errors within the received transcription file.
9 . A system for validating and correcting transcriptions of an audio file, comprising:
a processing circuitry; and
a memory, the memory containing instructions that, when executed by the processing circuitry, configure the system to:
analyze an audio file to at least identify transcription characteristics of the audio file;
compare a received transcription file to the identified transcription characteristics; and
validate the received transcription file to detect errors within the received transcription file.
10 . The system of claim 9 , wherein the system is further configured to:
mark the identified errors within the transcription file.
11 . The system of claim 9 , wherein the system is further configured to:
suggest corrections for the identified errors.
12 . The system of claim 9 , wherein the transcription characteristics include at least one of: a signal to noise ratio, a clarity of recording, a number of speakers captured within the audio file, accents of each speaker, languages spoken by each speaker, background noises, and contextual variables.
13 . The system of claim 12 , wherein each of the contextual variable includes at least one of: a topic of the audio file, a source of the audio file, and lingual indicators.
14 . The system of claim 9 , wherein the analyzing the at least one audio file further comprises:
employ a deep learning technique.
15 . The system of claim 14 , wherein the deep learning technique includes as least one of: a neural network algorithm, a decision tree learning algorithm, a clustering, homomorphic filtering algorithm, a wideband reducing filtering algorithm, and a sound wave anti-aliasing algorithm.
16 . The system of claim 9 , wherein validating is executed by a validation engine configured to identify the transcription characteristics and detect errors by comparing the transcription file to the identified transcription characteristics.