Heng-Jui Chang
Orcid: 0000-0002-1690-2610
According to our database1,
Heng-Jui Chang
authored at least 18 papers
between 2020 and 2024.
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Bibliography
2024
IEEE ACM Trans. Audio Speech Lang. Process., 2024
R-Spin: Efficient Speaker and Noise-invariant Representation Learning with Acoustic Pieces.
Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024
SpeechCLIP+: Self-Supervised Multi-Task Representation Learning for Speech Via Clip and Speech-Image Data.
Proceedings of the IEEE International Conference on Acoustics, 2024
COLLD: Contrastive Layer-to-Layer Distillation for Compressing Multilingual Pre-Trained Speech Encoders.
Proceedings of the IEEE International Conference on Acoustics, 2024
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
Self-supervised Fine-tuning for Improved Content Representations by Speaker-invariant Clustering.
Proceedings of the 24th Annual Conference of the International Speech Communication Association, 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
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
Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 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
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