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Hsiang-Yun Sherry Chien

2 accepted papers

2023

Pre-Trained Model Representations and Their Robustness Against Noise for Speech Emotion Analysis

ICASSP 2023accepted

Pre-trained model representations have demonstrated state-of-the-art performance in speech recognition, natural language processing, and other applications. Speech models, such as Bidirectional Encoder Representations from Transformers (BERT) and Hidden units BERT (HuBERT), have enabled generating l…

Cited by 0SourceScholar
2021

Mapping the Timescale Organization of Neural Language Models

ICLR 2021poster

In the human brain, sequences of language input are processed within a distributed and hierarchical architecture, in which higher stages of processing encode contextual information over longer timescales. In contrast, in recurrent neural networks which perform natural language processing, we know li…

Cited by 4SourcePDFScholar