By Stephanie Strassel, Caitlin Christianson (auth.), Joseph Olive, Caitlin Christianson, John McCary (eds.)
This finished instruction manual, written by means of best specialists within the box, info the groundbreaking learn carried out below the step forward GALE program--The worldwide self reliant Language Exploitation in the safeguard complicated learn initiatives service provider (DARPA), whereas putting it within the context of prior learn within the fields of usual language and sign processing, man made intelligence and computer translation.
The so much primary distinction among GALE and its predecessor courses was once its holistic integration of formerly separate or sequential tactics. In prior language learn courses, all the person approaches used to be played individually and sequentially: speech acceptance, language reputation, transcription, translation, and content material summarization. The GALE application hired a exceptionally new process by way of executing those strategies at the same time. Speech and language attractiveness algorithms now relief translation and transcription techniques and vice versa. this mixture of formerly unique strategies has produced major learn and function breakthroughs and has essentially replaced the traditional language processing and laptop translation fields.
This accomplished instruction manual offers an exhaustive exploration into those newest applied sciences in ordinary language, speech and sign processing, and computer translation, supplying researchers, practitioners and scholars with an authoritative reference at the topic.
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Additional info for Handbook of Natural Language Processing and Machine Translation: DARPA Global Autonomous Language Exploitation
Example text
This server then supplies the extracted audio portions to the different ASR systems which generate transcripts for the previous day's broadcasts. 4. Portable Broadcast Collection Platform LDC’s portable broadcast collection platform is a digital video recording (DVR) system capable of recording two streams of A/V material simultaneously. It supports analog CATV (NTSC and PAL) and FTA DVB-S satellite programming and is capable of operating outside of the United States. It has a very small footprint and is suitable for transportation as a piece of carry-on luggage.
Kits are customized for each agency based on target Handbook of Natural Language Processing and Machine Translation 21 volume, agency expertise, file length, and level of difficulty. Different sources are distributed evenly across agencies so that any observations about a particular source are not invalidated by different agencies’ variability in style or quality. Manual Translation In addition to the technical infrastructure it has developed, LDC has also produced extensive documentation to systematize and standardize large-scale human translation for the GALE program.
Distinct guidelines have been developed for Arabic and Chinese source languages so that language-specific issues can be adequately addressed. Translation agencies are always required to use the most up-to-date version of the guidelines to ensure that all data is translated according the same standards. 4. After Translation Post-processing and Sanity Checks Once a set of data has been translated, incoming translations are processed using a suite of scripts that extract the English lines from the merged source/translation documents and perform a bevy of sanity checks.
