Search Results for author: Jingcheng Yin

Found 2 papers, 1 papers with code

CTC Blank Triggered Dynamic Layer-Skipping for Efficient CTC-based Speech Recognition

no code implementations4 Jan 2024 JunFeng Hou, Peiyao Wang, Jincheng Zhang, Meng Yang, Minwei Feng, Jingcheng Yin

Deploying end-to-end speech recognition models with limited computing resources remains challenging, despite their impressive performance.

Knowledge Distillation speech-recognition +1

Fourier Transformer: Fast Long Range Modeling by Removing Sequence Redundancy with FFT Operator

1 code implementation24 May 2023 Ziwei He, Meng Yang, Minwei Feng, Jingcheng Yin, Xinbing Wang, Jingwen Leng, Zhouhan Lin

Many researchers have focused on designing new forms of self-attention or introducing new parameters to overcome this limitation, however a large portion of them prohibits the model to inherit weights from large pretrained models.

Abstractive Text Summarization Document Summarization +2

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