Lg Electronics Inc.

Jee Hye Lee

Seon Yeong Park

A data mining device, and a speech recognition method and system using the same are disclosed. The speech recognition method includes selecting speech data including a dialect from speech data, analyzing and refining the speech data including a dialect, and learning an acoustic model and a language model through an artificial intelligence (AI) algorithm using the refined speech data including a dialect. The user is able to use a dialect speech recognition service which is improved using services such as eMBB, URLLC, or mMTC of 5G mobile communications.

Data mining apparatus, method and system for speech recognition using the same

Disclosed are a regional dialect phoneme adaptive training method and system. The regional dialect phoneme adaptive training method includes transcription of text data, and generation of a regional dialect corpus based on the text data and regional dialect-containing speech data, and generation of an acoustic model and a language model using the regional dialect corpus. The generation of an acoustic model and a language model may be performed by machine learning of an artificial intelligence (AI) algorithm in which phonemes of a regional dialect item and a frequency of the phonemes of the regional dialect item are extracted and used. A user is able to use a regional dialect speech recognition service which is improved using 5G mobile communication technologies of eMBB, URLLC, or mMTC.

Dialect phoneme adaptive training system and method

Disclosed are a speech data based language modeling system and method. The speech data based language modeling method includes transcription of text data, and generation of a regional dialect corpus based on the text data and regional dialect-containing speech data and generation of an acoustic model and a language model using the regional dialect corpus. The generation of an acoustic model and a language model is performed by machine learning of an artificial intelligence (AI) algorithm using speech data and marking of word spacing of a regional dialect sentence using a speech data tag. A user is able to use a regional dialect speech recognition service which is improved using 5G mobile communication technologies of eMBB, URLLC, or mMTC.

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Seoul, South Korea

Jee Hye Lee