Heng-Jui Chang
Orcid: 0000-0002-1690-2610
According to our database1,
Heng-Jui Chang authored at least 21 papers
between 2020 and 2026.
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Bibliography
2026
2025
Pushing the Frontier of Audiovisual Perception with Large-Scale Multimodal Correspondence Learning.
CoRR, December, 2025
Proceedings of the 26th Annual Conference of the International Speech Communication Association, 2025
Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2025
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