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Inchul Song

2 accepted papers

2019

A Highly Adaptive Acoustic Model for Accurate Multi-dialect Speech Recognition

ICASSP 2019accepted

Despite the success of deep learning in speech recognition, multi-dialect speech recognition remains a difficult problem. Although dialect-specific acoustic models are known to perform well in general, they are not easy to maintain when dialect-specific data is scarce and the number of dialects for…

Cited by 0SourceScholar
2018

Dynamic Frame Skipping for Fast Speech Recognition in Recurrent Neural Network Based Acoustic Models

ICASSP 2018accepted

A recurrent neural network is a powerful tool for modeling sequential data such as text and speech. While recurrent neural networks have achieved record-breaking results in speech recognition, one remaining challenge is their slow processing speed. The main cause comes from the nature of recurrent n…

Cited by 0SourceScholar