황성수

황성수 Email and Phone Number

Machine Learning, speech recognition, language model - SK Telecom @ SK Telecom
seoul, seoul-t'ukpyolsi, south korea
황성수's Location
South Korea, Korea, Republic of
About 황성수

deep learning, language model, speech recognition

황성수's Current Company Details
SK Telecom

Sk Telecom

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Machine Learning, speech recognition, language model - SK Telecom
seoul, seoul-t'ukpyolsi, south korea
Website:
sktelecom.com
Employees:
6938
황성수 Work Experience Details
  • Sk Telecom
    Software Engineer
    Sk Telecom Jan 2013 - Present
    대한민국 서울 중구
    On-Device Speech Recognition- Model Compression- Knowledge Distillation (KD)RNN-T based on-device ASR- model training, optimization, quantization (pytorch, TFLite)- android application- online decoder LAS-CTC based E2E ASR- model training, optimization- decoderOpen source- Pytorch Korean Tutorial TranslationDeep learning based text classification- modeling and inference speed optimization - tensorflow, pytorch, c#Language Model for Automatic Speech Recognition Service- Text data crawler - Text tokenizer considering pronunciation loss- RNN based language model- ASR performance optimization for the specific service domain- Service Domains => POI (place of interest) search for navigation service => Music search => Schedule, weather, etc. Main projects- ASR speaker (NUGU)- Speech assistant for car navigation (Tmap) - SMS spamfiltering- RNN-T based on-device E2E ASR for car navigation- T-phone Call Record Speech Recognition using E2E- E2E ASR Knowledge Distillation- IOS Phone Recoding ASR

황성수 Education Details

Frequently Asked Questions about 황성수

What company does 황성수 work for?

황성수 works for Sk Telecom

What is 황성수's role at the current company?

황성수's current role is Machine Learning, speech recognition, language model - SK Telecom.

What schools did 황성수 attend?

황성수 attended Pusan National University.

Who are 황성수's colleagues?

황성수's colleagues are Marilyn Kim, Harman Q, 강동호, 원준호, Rishu Singla, Woo Joong Lee, 성민주.

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