…which can be edited by users. Speech Engine: Speaker Identification (SID4) New “floating window” feature for realtime stream processing (since 3.60.0) This new floating_window parameter allows to identify speaker or extract voiceprint from only last X seconds (default 5) of speech in the realtime stream… as opposed to using speech from entire stream audio without using this parameter. Speech Engine:…
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…SPE starts (the –spe-output parameter is not needed anymore and is ignored) Improved: SPE debug output is now configurable in the Settings dialog and is enabled by default (the –spe-debug parameter is ignored) Improved: Quick Setup Guide is now displayed automatically when Browser is run for the first time (the –guide parameter is ignored) Fixed: Quick Setup Guide dialog items…
…Keyword Spotting. It’s a good idea to limit the start- and end time of Phoneme Recognizer transcription to only the time slot where the word or phrase of interest occurs. Thresholds Threshold is a numeric value from {0,1} interval, limiting the output results. Only words with confidence exceeding the threshold are returned as result. Command line implementation of Keyword Spotting…
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…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…
…technological model and can range from 5 to 50 times faster than real time on 1 server CPU core. Voiceprint extraction is the most time-consuming part of the process. Voiceprint comparison, on the other hand, is extremely fast – a millions of voiceprint comparisons can be done in 1 second. Voiceprint extraction (Speaker enrollment) Speaker enrollment starts with the extraction…
…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…
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…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…
…times for each number of used cores (physical and virtual) Collected data are saved in CSV file FTRT numbers are calculated as median from collected measurements. Total system performance is simple multiplication of computed FTRT equivalent. Measuring of a software processing speed – what is the FtRT (Faster than Real Time) Understanding of the methodology: At the beginning, our…
…for. Staffing the post office should be then done accordingly – ideally, there should be enough workers to allow having all counter desks open all the time. File processing workers cannot process realtime streams, and vice versa. Configuration of Speech Engine workers should be then done accordingly – ideally, there should be enough workers of each type to allow processing…
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…
…on which technologies are included in the particular SPE installation. For testing and first-time evaluation we usually include the full set of technologies, other installations may contain only limited subset. Location of bsapi directory can be modified using bsapi.path option in SPE configuration file. This might be useful in complex network infrastructure, for sharing technologies between multiple SPEs, and similar…
…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…