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Understand SPE workers configuration

…CPU cores in the server. Example: Czech STT on stream is approx. 4 times faster than realtime, i.e. 1 CPU core can process 4 realtime streams simultaneously. So a server with 8 CPU cores running only STT stream can be configured as follows: keep 1 core dedicated for operating system and SPE remaining 7 cores can handle 28 realtime workers…

Measuring of a software processing speed – what is the FtRT (Faster than Real Time)

Faster than Real Time (FtRT) metric is developed for defining software performance reference point. Using this metric you can collect “benchmark” data of real processing speed for reviewed software, which should be found – and reproduced – on exactly defined HW. Then, comparing various benchmarks result, you can compare performance of the specified software and its parts on different HW…

SPE and Browser installation: standalone SPE

…Quality Estimation Stream [disabled] 17) Speech To Text [disabled] 18) Speech To Text Input Stream [disabled] 19) Time Analysis [disabled] 20) Time Analysis Stream [disabled] 21) Voice Activity Detection [disabled] 22) Voice Activity Detector Stream Technology [disabled] 23) Enable all 24) Disable all 0) Quit Choose technology to configure [0]:23 Select the option to Enable all technologies (usually the option…

Time Analysis Extraction (TAE)

Technology description Time Analysis Extraction (TAE) by Phonexia extracts base information from dialogue in a recording, providing essential knowledge about conversation flow. That makes easy to identify: long reaction time crosstalk responses of speakers in both channels speed of speech measured in phonemes per second Typical usage domain It is typically used in contact centers for indicating weak moments in…

Terms of Service

…registration and personal information given to PHONEXIA is true, accurate, and current. At its discretion, PHONEXIA reserves the right to terminate its relationship with any Member who is found to have submitted inaccurate information or misrepresented themselves in any manner. 1.4. Amendments to the Agreement. The Agreement may be amended at any time by PHONEXIA. An updated version of the…

STT: How to properly convert Confusion Network results to One-best

…each alternative, amend its end time to match start time of following alternative   Alternatively, the second step can be done right away when building the result: loop through all CN timeslots from start to end in each timeslot, get the input alternative with highest score and if it’s not <null/> or _DELETE_ set the end time of last alternative…

Phonexia Partner Program for Government Partners

…the Starter Kit during the onboarding period? Yes, the Starter Kit can be purchased anytime during our cooperation. Can I purchase the Starter Kit multiple times? Yes, for each project, proof of concept, and product line, you can purchase a Starter Kit again. Phonexia consultants can’t wait to support your business. How do you deliver technical training? Phonexia technical training…

Understand SPE database

…configuration (users, roles, etc.). SQLite database updates are also handled automatically by SPE – from time to time, as we add new features or improve existing functionality, the database internal structure may get updated in newer SPE versions. When using SQLite, if new SPE version detects that database needs an update, it’s done fully automatically behind the scenes. [1] If…

Speech to Text (STT)

…including discriminative training and neural network-based features Output One-best transcription – i.e. a file with a time-aligned speech transcript (time of word’s start and end) Variants for transcriptions – i.e. hypotheses for words at each moment (confusion network) or hypotheses for utterances at each slot (n-best transcription) Processing speed – several versions available: from 8x faster than real-time processing on…

FAQs (Browser)

…localhost: giving up and kill the localhost. A: This error may happen if the initialization of SPE engine takes too long. Phonexia Browser software treats it as initialization failure and kills the server. You can fix this by doing the following: Increase timeout in Settings > Speech Engine tab > First connection timeout Use fewer instances of technologies, thus letting…

Understand SPE database scripts

…for SPE database content update As the SPE evolves and new features come or functionality gets improved, the database structure needs to change from time to time. So, when updating from older SPE version to newer version, the database content needs to be updated. Therefore, the database structure is versioned – database version is listed in SPE changelog together with…

STT: What is Words-To-Numbers feature and how to use it

…variants are provided), for both file- and stream transcription. The reason for not having it available in the word-level outputs (One-best, Confusion Network) is that it would create difficulties in stream transcription – as new words keep coming, they may potentially change the previous output: two… 2 two thousand… 2000 two thousand twenty… 2020 two thousand twenty one 2021 And…

KWS: Results explained

…file article for more details. Example of user configuration file: [score_calib:SKeywordScoreCalibrationI] confidence_shift=0.0 confidence_sharpness=0.3 Results Keyword Spotting results contain list of detected keywords, each keyword with a start- and end time of the time slot where keyword was detected, and a score and confidence. Keyword is listed in the results with a numeric suffix. This number is a 0-based index of…

Understand SPE benchmark

The SPE benchmark feature is great tool for quick and simple evaluation of processing speed directly on your hardware and using your audio files – simply call the …/benchmark endpoint corresponding to the technology you want to benchmark and wait for the result. The benchmark result summarizes the length of the processed speech, the processing time and the resulting Faster-than-Realtime

Licensing (technical details)

…by default. It describes all conditions and parameters that maintain the validity of the license itself, like product or technology name, unique license ID, license expiration, number of instances covered for each technology separately, etc. License file example: # Phonexia license file # generated 2017-08-10 20:18:49 UTC SERVER license.phonexia.com/lic USE_SERVER PRODUCT SPE_v3 D8091C4EA03C6A78455772A77BACC6FE 4521BD22 ED14A573 [email protected] # crc:121 slots:4 until:2017-12-10…