Heng-Jui Chang

Orcid: 0000-0002-1690-2610

According to our database1, Heng-Jui Chang authored at least 16 papers between 2020 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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In proceedings 
Article 
PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
SpeechCLIP+: Self-supervised multi-task representation learning for speech via CLIP and speech-image data.
CoRR, 2024

2023
R-Spin: Efficient Speaker and Noise-invariant Representation Learning with Acoustic Pieces.
CoRR, 2023

CoLLD: Contrastive Layer-to-layer Distillation for Compressing Multilingual Pre-trained Speech Encoders.
CoRR, 2023

Self-supervised Fine-tuning for Improved Content Representations by Speaker-invariant Clustering.
CoRR, 2023

DinoSR: Self-Distillation and Online Clustering for Self-supervised Speech Representation Learning.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

M-SpeechCLIP: Leveraging Large-Scale, Pre-Trained Models for Multilingual Speech to Image Retrieval.
Proceedings of the IEEE International Conference on Acoustics, 2023

2022
SpeechCLIP: Integrating Speech with Pre-Trained Vision and Language Model.
Proceedings of the IEEE Spoken Language Technology Workshop, 2022

Distilhubert: Speech Representation Learning by Layer-Wise Distillation of Hidden-Unit Bert.
Proceedings of the IEEE International Conference on Acoustics, 2022

SUPERB-SG: Enhanced Speech processing Universal PERformance Benchmark for Semantic and Generative Capabilities.
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

2021
Mandarin-English Code-switching Speech Recognition with Self-supervised Speech Representation Models.
CoRR, 2021

Non-autoregressive Mandarin-English Code-switching Speech Recognition with Pinyin Mask-CTC and Word Embedding Regularization.
CoRR, 2021

End-to-End Whispered Speech Recognition with Frequency-Weighted Approaches and Pseudo Whisper Pre-training.
Proceedings of the IEEE Spoken Language Technology Workshop, 2021

Towards Lifelong Learning of End-to-End ASR.
Proceedings of the Interspeech 2021, 22nd Annual Conference of the International Speech Communication Association, Brno, Czechia, 30 August, 2021

Transmission-Line Fault Location Identifications in HV Transmission Networks and different MV Wind Farms using Non-intrusive Monitoring Techniques.
Proceedings of the IEEE Industry Applications Society Annual Meeting, 2021

Non-Autoregressive Mandarin-English Code-Switching Speech Recognition.
Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2021

2020
End-to-end Whispered Speech Recognition with Frequency-weighted Approaches and Layer-wise Transfer Learning.
CoRR, 2020


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