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Heng-Jui Chang — most-cited papers & profile · Speech Audio
← authors
·
overview
Heng-Jui Chang
16
papers ·
50
citations ·
8
h-index
National Taiwan University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
DistilHuBERT: Speech Representation Learning by Layer-wise Distillation of Hidden-unit BERT
2021 · 18 citations
Non-autoregressive Mandarin-English Code-switching Speech Recognition
2021 · 9 citations
Mandarin-English Code-switching Speech Recognition with Self-supervised Speech Representation Models
2021 · 8 citations
DinoSR: Self-Distillation and Online Clustering for Self-supervised Speech Representation Learning
2023 · 6 citations
SUPERB-SG: Enhanced Speech processing Universal PERformance Benchmark for Semantic and Generative Capabilities
2022 · 3 citations
End-to-end Whispered Speech Recognition with Frequency-weighted Approaches and Pseudo Whisper Pre-training
2020 · 2 citations
M-SpeechCLIP: Leveraging Large-Scale, Pre-Trained Models for Multilingual Speech to Image Retrieval
2022 · 2 citations
SpeechCLIP: Integrating Speech with Pre-Trained Vision and Language Model
2022 · 1 citations
A Large-Scale Evaluation of Speech Foundation Models
2024 · 1 citations
USAD 2.0: Scaling Representation Distillation for Universal Audio Understanding
2026
USAD: Universal Speech and Audio Representation via Distillation
2025
Self-supervised Fine-tuning for Improved Content Representations by Speaker-invariant Clustering
2023
CoLLD: Contrastive Layer-to-layer Distillation for Compressing Multilingual Pre-trained Speech Encoders
2023
R-Spin: Efficient Speaker and Noise-invariant Representation Learning with Acoustic Pieces
2023
SpeechCLIP+: Self-supervised multi-task representation learning for speech via CLIP and speech-image data
2024
Top co-authors
Hung-yi Lee
· 9
Alexander H. Liu
· 4
James Glass
· 4
David Harwath
· 3
Hsuan-Fu Wang
· 3
Layne Berry
· 3
Yi-Jen Shih
· 3
Andy T. Liu
· 2
Hsiang-Sheng Tsai
· 2
Kushal Lakhotia
· 2
Saurabhchand Bhati
· 2
Shang-Wen Li
· 2
Topics
Speech Recognition
Audio Understanding
Speech Translation
Text-to-Speech
Multimodal Audio
Speech Enhancement
Speaker Analysis
Audio Generation
Music Generation