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

…0.20 second on Intel® Xeon® E5 2860 v4 0.168 second on Intel® Xeon® Platinum 8176 Let’s calculate: Intel® Xeon® E5 2860 v4 performance: FtRTaudio = 36/0.20 => 180 FtRT FtRTnet_speech = 14/0.20 => 70 FtRT Intel® Xeon® Platinum 8176 performance: FtRTaudio = 36/0.168 => 214 FtRT FtRTnet_speech = 14/0.168 => 83 FtRT Conclusion FtRTnet_speech shows that Intel® Xeon® Platinum 8176…

SID4 performance on Intel® Xeon® Platinum 8124M

…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…

Understand SPE benchmark

(FtRT) processing speed. You can run this benchmark on machines with different CPUs to compare the performace of various Phonexia technologies on them… e.g. to see difference between Intel processors (for which are our technologies optimized) and AMD processors. You can use the benchmark to check if the planned HW upgrade will get you the expected performance gain… You can…

Gender Identification (GID)

…7+ sec recommended (with XL4 and L4 model (9+ sec for previous generation of XL3 and L3 models) Output scoring: likelihood ratio and percentage metric (0-100%) Typical use cases: filtering calls by gender, playing advertisement focused on specific gender, getting quick demographic analysis of the recordings. The speed of Gender Identification is up to 150 FtRT (depending on the model)….

Voice Activity Detection (VAD)

…VAD is usually part of rapid filtration process in deployment. Typical use cases are: detection of present or absent human speech for voice processing, filtering non-speech parts of the recording, filtering out recordings with not enough net speech to be processed by other technologies voice activated process, etc. The speed of Voice Activity Detection is 140 ftRT per one instance….