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Search: language model customization

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Understand SPE technologies configuration file

…of XL4 model <?xml version=”1.0″?> <technology_subsystem_settings> <technologies> <item> <name>STT</name> <models> <item> <name>SK_SK_5</name> <n_instances>8</n_instances> <config_file /> </item> </models> </item> <item> <name>STT_STREAM</name> <models> <item> <name>CS_CZ_6</name> <n_instances>2</n_instances> <config_file /> </item> </models> </item> <item> <name>SID4E</name> <models> <item> <name>L4</name> <n_instances>2</n_instances> <config_file /> </item> <item> <name>XL4</name> <n_instances>3</n_instances> <config_file /> </item> </models> </item> <item> <name>SID4C</name> <models> <item> <name>L4</name> <n_instances>2</n_instances> <config_file /> </item> <item> <name>XL4</name> <n_instances>3</n_instances> <config_file />

Understand SPE directory structure

…for individual models settings BSAPI configuration files (*.bs) and optionally manually created user configs (*.bs.usr) There is one exception – LID – which has additional two directories containing pre-built languageprint archives (*.lpa) and language packs: lprints and models. Schemes below show examples of directories for GID (Gender Identification), STT (Speech To Text) and LID (Language Identification): – GID and LID…

STT: What is Preferred Phrases feature and how to use it

…a decoder. The decoder uses the information from acoustic model, combines it with information from language model recognition network (which describes the statistics about word grouping and sentences of a given language) and provides the transcription output. (See the Speech To Text article for more details about speech transcription principles)   When using preferred phrases, we build additional language model

Release Notes

…XL4 model (compatibility must be explicitly enabled) Speech Engine: Speech to Text (STT) We have several exciting new features relevant to STT and KWS technologies: Czech (Czech Republic) language model updated (tech. model name: CS_CZ_6): We added new words to the language model, so recent frequent words like “COVID” are correctly transcribed. Slovak (Slovakia) language model updated (tech. model name:…

Releases and Changelogs (SPE)

…words-to-numbers conversion added to ES, EN_US, EN_US_A and PL_PL 6th generation STT models New: Empty grammar rules for words-to-numbers conversion added to all remaining 6th generation STT models New: Added changelogs for STT models (located in bsapi/stt/data/models_<model> directory) Improved: Updated language models of 6th generation STT RU_RU_6 (version 6.1.0) RU_RU_A_6 (version 6.1.0) Fixed: *.bs.usr configuration files are ignored by phxadmin

STT: Language Model Customization tutorial

Language Model Customization tool (LMC) provides a way to improve the Speech To Text performance by creating customized language model. Language model is an important part of Phonexia Speech To Text. In a simplified way it can be imagined as a large dictionary with multiple statistics. The Speech To Text technology uses this dictionary and statistical model to convert audio…