…word accuracy (WAcc) up to 77 % Ukrainian model UK_UA_6 added in 3.58.0 with word accuracy (WAcc) up to 85 % Serbian model SR_RS_6 added in 3.58.0 with word accuracy (WAcc) up to 84 % Russian models RU_RU_6 updated in 3.59.0 with word accuracy (WAcc) up to 94 % Hungarian model HU_HU_6 added in 3.60.0 with word accuracy (WAcc) up…
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…Engine 3.58.0, DB v1901, BSAPI 3.58.0 (2023-04-03) New: Added 6th generation models for STT and KWS UK_UA_6 (Ukrainian) SR_RS_6 (Serbian) New: Added VAD SID4_XL5 model, which detects speech/non-speech exactly the same way as SID4 XL5 model does Improved: Reduced memory consumption by tuning ONNX runtime parameters. Mostly visible when processing (many) long recordings in STT. Improved: SID4 comparator now returns…
…this Microsoft Excel sheet demonstrating the sigmoid function: Score-to-Confidence. SID evaluation Before implementing Speaker Identification, it’s important to evaluate its accuracy using real data from the production environment. To evaluate the SID system, you’ll need enough of labeled data, i.e. recordings with speaker labels. The principle of SID system evaluation is to compare (voiceprints of) all the individual recordings against…
…about the usual contexts where the words occur. Since the 5th generation of STT, we developed a tool that allows customers to customize language models by adding words specific to their domain or usecase. Accuracy To measure the accuracy of Phonexia Speech to Text the following points should be taken into account: Reason for the accuracy measurement What is the…
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…license contains records for all required modules. See Licensing article for additional information in FAQ Phonexia Browser, FAQ Speech Platform, FAQ Voice Inspector Permalink Q: What are the requirements for SID evaluation dataset? For evaluating the real life scenario of Phonexia Speaker Identification technology, the system needs to be calibrated by SID dataset. SID dataset (minimum requirements): To measure SID…
…supports global keywordlist-wide threshold and also optional thresholds for individual keywords (if used, threshold set on keyword level overrides the global threshold). Speech Engine (SPE) supports only thresholds on keyword level. Setting the right threshold is essential for getting relevant results and generally greatly increases the accuracy of the technology. However, setting the right threshold can get tricky due to…
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…Phonexia, usually one of the following: Pay-as-you-go solution (for the commercial market) Capacity & license is ensured by the RLS component, which is only to calculate the amount processed during a monthly period. The amount is reported by the RLS component (deployed on a customer’s side) to the RLS installed on the Phonexia side. The RLS requires capacity & license…