CV

Work experience

• Research Scientist @ NVIDIA Research Taiwan Mar. 2025 - Present

• AI Researcher Intern @ NVIDIA Research Taiwan Oct. 2023 - Aug. 2024

• NLP Researcher Intern @ Apple Jun. 2019 - Sep. 2019

  • Input and Intelligence Team

• ML Researcher Intern @ HTC Jul. 2017 - Dec. 2017

  • Department of Deep Learning and Algorithm

• Teaching Assistant of Machine Learning, Linear Algebra, Digital Speech Processing

• Reviewer of ICASSP, ACL, ICML, AAAI, COCOSDA, ISCSLP, SLT, Interspeech

Selected Publications

Generative Speech Foundation Model Pretraining for High-Quality Speech Extraction and Restoration

Pin-Jui Ku, Alexander H. Liu, Roman Korostik, Sung-Feng Huang, Szu-Wei Fu, Ante Jukić

IEEE ICASSP 2025

Detecting the Undetectable: Assessing the Efficacy of Current Spoof Detection Methods Against Seamless Speech Edits

Sung-Feng Huang, Heng-Cheng Kuo, Zhehuai Chen, Xuesong Yang, Chao-Han Huck Yang, Yu Tsao, Yu-Chiang Frank Wang, Hung-yi Lee, Szu-Wei Fu

IEEE SLT 2024

Maximizing Data Efficiency for Cross-Lingual TTS Adaptation by Self-Supervised Representation Mixing and Embedding Initialization

Wei-Ping Huang, Sung-Feng Huang, Hung-yi Lee

IEEE ASRU 2023

Personalized Lightweight Text-to-Speech: Voice Cloning with Adaptive Structured Pruning

Sung-Feng Huang, Chia-Ping Chen, Zhi-Sheng Chen, Yu-Pao Tsai, Hung-yi Lee

IEEE ICASSP 2023

Meta-TTS: Meta-Learning for Few-Shot Speaker Adaptive Text-to-Speech

Sung-Feng Huang, Chyi-Jiunn Lin, Da-Rong Liu, Yi-Chen Chen, Hung-yi Lee

IEEE/ACM TASLP 2022

Learning Phone Recognition From Unpaired Audio and Phone Sequences Based on Generative Adversarial Network

Da-rong Liu, Po-chun Hsu, Yi-chen Chen, Sung-feng Huang, Shun-po Chuang, Da-yi Wu, Hung-yi Lee

IEEE/ACM TASLP 2021

Non-Autoregressive Mandarin-English Code-Switching Speech Recognition

Shun-Po Chuang, Heng-Jui Chang, Sung-Feng Huang, Hung-yi Lee

IEEE ASRU 2021

Stabilizing Label Assignment for Speech Separation by Self-supervised Pre-training

Sung-Feng Huang, Shun-Po Chuang, Da-Rong Liu, Yi-Chen Chen, Gene-Ping Yang, Hung-yi Lee

Interspeech 2020

Pretrained Language Model Embryology: The Birth of ALBERT

Cheng-Han Chiang, Sung-Feng Huang, Hung-yi Lee

EMNLP 2020

Audio Word2vec: Sequence-to-Sequence Autoencoding for Unsupervised Learning of Audio Segmentation and Representation

Yi-Chen Chen, Sung-Feng Huang, Hung-yi Lee, Yu-Hsuan Wang, Chia-Hao Shen

IEEE/ACM TASLP 2019

Phonetic-and-Semantic Embedding of Spoken words with Applications in Spoken Content Retrieval

Yi-Chen Chen, Sung-Feng Huang, Chia-Hao Shen, Hung-yi Lee, Lin-shan Lee

IEEE SLT 2018

For the complete list, please visit my Google Scholar profile.

Education

• Ph.D in NTU GICE Sep. 2017 - Aug. 2024

  • NTU Speech Processing and Machine Learning (NTU SPML) Lab
  • Advisors: Prof. Lin-shan Lee and Prof. Hung-yi Lee

• B.S. in NTU EE Sep. 2013 - Jun. 2017

Honors

• NTU GICE Excellent Elite Cultivation Program Scholarship NTU GICE 2019 - 2023

• NTU Direct-Entry Ph.D. Program Scholarship NTU 2019 - 2022

• 13th Asian Physics Olympiad (APhO) - Bronze Prize & Best Researcher Award APhO 2013