Chao-Han Huck Yang

Chao-Han Huck Yang

Georgia Institute of Technology

H-index: 20

North America-United States

About Chao-Han Huck Yang

Chao-Han Huck Yang, With an exceptional h-index of 20 and a recent h-index of 20 (since 2020), a distinguished researcher at Georgia Institute of Technology, specializes in the field of Robust Speech Recognition, Sequence Modeling, Reinforcement Learning, Data Privacy.

His recent articles reflect a diverse array of research interests and contributions to the field:

It's Never Too Late: Fusing Acoustic Information into Large Language Models for Automatic Speech Recognition

Hot-fixing wake word recognition for end-to-end ASR via neural model reprogramming

Investigating Training Strategies and Model Robustness of Low-Rank Adaptation for Language Modeling in Speech Recognition

Bayesian Example Selection Improves In-Context Learning for Speech, Text, and Visual Modalities

Large Language Models are Efficient Learners of Noise-Robust Speech Recognition

Can whisper perform speech-based in-context learning?

Towards ASR robust spoken language understanding through in-context learning with word confusion networks

Hyporadise: An open baseline for generative speech recognition with large language models

Chao-Han Huck Yang Information

University

Position

___

Citations(all)

1331

Citations(since 2020)

1307

Cited By

183

hIndex(all)

20

hIndex(since 2020)

20

i10Index(all)

32

i10Index(since 2020)

32

Email

University Profile Page

Georgia Institute of Technology

Google Scholar

View Google Scholar Profile

Chao-Han Huck Yang Skills & Research Interests

Robust Speech Recognition

Sequence Modeling

Reinforcement Learning

Data Privacy

Top articles of Chao-Han Huck Yang

Title

Journal

Author(s)

Publication Date

It's Never Too Late: Fusing Acoustic Information into Large Language Models for Automatic Speech Recognition

arXiv preprint arXiv:2402.05457

Chen Chen

Ruizhe Li

Yuchen Hu

Sabato Marco Siniscalchi

Pin-Yu Chen

...

2024/2/8

Hot-fixing wake word recognition for end-to-end ASR via neural model reprogramming

Pin-Jui Ku

I-Fan Chen

Chao-Han Huck Yang

Anirudh Raju

Pranav Dheram

...

2024/4/14

Investigating Training Strategies and Model Robustness of Low-Rank Adaptation for Language Modeling in Speech Recognition

arXiv preprint arXiv:2401.10447

Yu Yu

Chao-Han Huck Yang

Tuan Dinh

Sungho Ryu

Jari Kolehmainen

...

2024/1/19

Bayesian Example Selection Improves In-Context Learning for Speech, Text, and Visual Modalities

arXiv preprint arXiv:2404.14716

Siyin Wang

Chao-Han Huck Yang

Ji Wu

Chao Zhang

2024/4/23

Large Language Models are Efficient Learners of Noise-Robust Speech Recognition

International Conference on Learning Representations (ICLR), Spotlight 5%

Yuchen Hu

Chen Chen

Chao-Han Huck Yang

Ruizhe Li

Chao Zhang

...

2024/1/19

Can whisper perform speech-based in-context learning?

IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Oral

Siyin Wang

Chao-Han Huck Yang

Ji Wu

Chao Zhang

2024/4/13

Towards ASR robust spoken language understanding through in-context learning with word confusion networks

Kevin Everson

Yile Gu

Huck Yang

Prashanth Gurunath Shivakumar

Guan-Ting Lin

...

2024/4/14

Hyporadise: An open baseline for generative speech recognition with large language models

Advances in Neural Information Processing Systems

Chen Chen

Yuchen Hu

Chao-Han Huck Yang

Sabato Marco Siniscalchi

Pin-Yu Chen

...

2024/2/13

Federated learning for privacy-preserving speech recognition

Chao-Han Huck Yang

Sabato Marco Siniscalchi

2024/1/1

GenTranslate: Large Language Models are Generative Multilingual Speech and Machine Translators

arXiv preprint arXiv:2402.06894

Yuchen Hu

Chen Chen

Chao-Han Huck Yang

Ruizhe Li

Dong Zhang

...

2024/2/10

Inference and Denoise: Causal Inference-Based Neural Speech Enhancement

Tsun-An Hsieh

Chao-Han Huck Yang

Pin-Yu Chen

Sabato Marco Siniscalchi

Yu Tsao

2023/9/17

Differentially Private Adapters for Parameter Efficient Acoustic Modeling

arXiv preprint arXiv:2305.11360

Chun-Wei Ho

Chao-Han Huck Yang

Sabato Marco Siniscalchi

2023/5/19

Low-resource music genre classification with cross-modal neural model reprogramming

Yun-Ning Hung

Chao-Han Huck Yang

Pin-Yu Chen

Alexander Lerch

2023/6/4

Conditional Modeling Based Automatic Video Summarization

arXiv preprint arXiv:2311.12159

Jia-Hong Huang

Chao-Han Huck Yang

Pin-Yu Chen

Min-Hung Chen

Marcel Worring

2023/11/20

Exploiting low-rank tensor-train deep neural networks based on riemannian gradient descent with illustrations of speech processing

IEEE/ACM Transactions on Audio, Speech, and Language Processing

Jun Qi

Chao-Han Huck Yang

Pin-Yu Chen

Javier Tejedor

2023/1/4

Neural Model Reprogramming with Similarity Based Mapping for Low-Resource Spoken Command Classification

arXiv e-prints

Hao Yen

Pin-Jui Ku

Chao-Han Huck Yang

Hu Hu

Sabato Marco Siniscalchi

...

2021/10

Parameter-Efficient Learning for Text-to-Speech Accent Adaptation

INTERSPEECH 2023

Li-Jen Yang

Chao-Han Huck Yang

Jen-Tzung Chien

2023/8/5

A Parameter-Efficient Learning Approach to Arabic Dialect Identification with Pre-Trained General-Purpose Speech Model

arXiv preprint arXiv:2305.11244

Srijith Radhakrishnan

Chao-Han Huck Yang

Sumeer Ahmad Khan

Narsis A Kiani

David Gomez-Cabrero

...

2023/5/18

Enhancing Privacy Preservation with Quantum Computing for Word-Level Audio-Visual Speech Recognition

Chang Wang

Jun Du

Hang Chen

Ruoyu Wang

Chao-Han Huck Yang

...

2023/10/31

Causalainer: Causal explainer for automatic video summarization

Jia-Hong Huang

Chao-Han Huck Yang

Pin-Yu Chen

Min-Hung Chen

Marcel Worring

2023

See List of Professors in Chao-Han Huck Yang University(Georgia Institute of Technology)

Co-Authors

H-index: 85
Chin-Hui Lee

Chin-Hui Lee

Georgia Institute of Technology

H-index: 79
Andreas Stolcke

Andreas Stolcke

University of California, Berkeley

H-index: 59
Jesper Tegnér

Jesper Tegnér

King Abdullah University of Science and Technology

H-index: 44
Jun Du

Jun Du

University of Science and Technology of China

H-index: 33
sabato marco siniscalchi

sabato marco siniscalchi

Università degli Studi di Enna Kore

H-index: 26
Nanxin Chen

Nanxin Chen

Johns Hopkins University

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