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Alleviating ASR Long-Tailed Problem by Decoupling the Learning of Representation and Classification

  • Published:2022 Issue: Volume:30 Page:340-354
  • ISSN:2329-9290
  • Container-title:IEEE/ACM Transactions on Audio, Speech, and Language Processing
  • language:
  • Short-container-title:IEEE/ACM Trans. Audio Speech Lang. Process.

Author:

Deng Keqi,Cheng GaofengORCID,Yang RunyanORCID,Yan YonghongORCID

Funder

Youth Innovation Promotion Association

Chinese Academy of Sciences

National Key Research and Development Program

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Electrical and Electronic Engineering,Acoustics and Ultrasonics,Computer Science (miscellaneous),Computational Mathematics

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1. Long-tailed multi-domain generalization for fault diagnosis of rotating machinery under variable operating conditions;Structural Health Monitoring;2024-07-24

2. Memory Augmented Lookup Dictionary Based Language Modeling for Automatic Speech Recognition;INTERSPEECH 2023;2023-08-20

3. The Researches on Improved Speech Augmentation Algorithm Based on NMF Technique and OMP Algorithm;2023 International Conference on Advances in Electrical Engineering and Computer Applications (AEECA);2023-08-18

4. Adaptable End-to-End ASR Models Using Replaceable Internal LMs and Residual Softmax;ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP);2023-06-04

5. Efficient Conformer for Agglutinative Language ASR Model Using Low-Rank Approximation and Balanced Softmax;Applied Sciences;2023-04-06
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