Kuan-Po Huang

31 papers A* 2A 2C 1Misc 4Journal 18Unranked 4
YearRankTypeTitle / Venue / Authors
2025 C conf
A Self-Refining Framework for Enhancing ASR Using TTS-Synthesized Data.
ASRU
Cheng-Kang Chou, Chan-Jan Hsu, Ho-Lam Chung, Liang-Hsuan Tseng, Hsi-Chun Cheng, Yu-Kuan Fu, Kuan-Po Huang, Hung-yi Lee
2025 J jnl
A Self-Refining Framework for Enhancing ASR Using TTS-Synthesized Data.
CoRR
Cheng-Kang Chou, Chan-Jan Hsu, Ho-Lam Chung, Liang-Hsuan Tseng, Hsi-Chun Cheng, Yu-Kuan Fu, Kuan-Po Huang, Hung-yi Lee
2025 J jnl
DeSTA2.5-Audio: Toward General-Purpose Large Audio Language Model with Self-Generated Cross-Modal Alignment.
CoRR
Ke-Han Lu, Zhehuai Chen, Szu-Wei Fu, Chao-Han Huck Yang, Sung-Feng Huang, Chih-Kai Yang, Chee-En Yu, Chun-Wei Chen, Wei-Chih Chen, Chien-yu Huang, Yi-Cheng Lin, Yu-Xiang Lin, Chi-An Fu, Chun-Yi Kuan, Wenze Ren, Xuanjun Chen, Wei-Ping Huang, En-Pei Hu, Tzu-Quan Lin, Yuan-Kuei Wu, Kuan-Po Huang, Hsiao-Ying Huang, Huang-Cheng Chou, Kai-Wei Chang, Cheng-Han Chiang, Boris Ginsburg, Yu-Chiang Frank Wang, Hung-yi Lee
2025 Misc conf
Enhancing Multilingual ASR for Unseen Languages via Language Embedding Modeling.
ICASSP
Shao-Syuan Huang, Kuan-Po Huang, Andy T. Liu, Hung-yi Lee
2025 A* conf
Generative Audio Language Modeling with Continuous-valued Tokens and Masked Next-Token Prediction.
ICML
Shu-Wen Yang, Byeonggeun Kim, Kuan-Po Huang, Qingming Tang, Huy Phan, Bo-Ru Lu, Harshavardhan Sundar, Shalini Ghosh, Hung-yi Lee, Chieh-Chi Kao, Chao Wang
2025 J jnl
Generative Audio Language Modeling with Continuous-valued Tokens and Masked Next-Token Prediction.
CoRR
Shu-Wen Yang, Byeonggeun Kim, Kuan-Po Huang, Qingming Tang, Huy Phan, Bo-Ru Lu, Harsha Sundar, Shalini Ghosh, Hung-yi Lee, Chieh-Chi Kao, Chao Wang
2025 A* conf
IMPACT: Iterative Mask-based Parallel Decoding for Text-to-Audio Generation with Diffusion Modeling.
ICML
Kuan-Po Huang, Shu-Wen Yang, Huy Phan, Bo-Ru Lu, Byeonggeun Kim, Sashank Macha, Qingming Tang, Shalini Ghosh, Hung-yi Lee, Chieh-Chi Kao, Chao Wang
2025 J jnl
IMPACT: Iterative Mask-based Parallel Decoding for Text-to-Audio Generation with Diffusion Modeling.
CoRR
Kuan-Po Huang, Shu-Wen Yang, Huy Phan, Bo-Ru Lu, Byeonggeun Kim, Sashank Macha, Qingming Tang, Shalini Ghosh, Hung-yi Lee, Chieh-Chi Kao, Chao Wang
2024 A conf
Dataset-Distillation Generative Model for Speech Emotion Recognition.
INTERSPEECH
Fabian Ritter Gutierrez, Kuan-Po Huang, Jeremy H. M. Wong, Dianwen Ng, Hung-yi Lee, Nancy F. Chen, Eng Siong Chng
2024 J jnl
Dataset-Distillation Generative Model for Speech Emotion Recognition.
CoRR
Fabian Ritter Gutierrez, Kuan-Po Huang, Jeremy H. M. Wong, Dianwen Ng, Hung-yi Lee, Nancy F. Chen, Eng Siong Chng
2024 — conf
Do Prompts Really Prompt? Exploring the Prompt Understanding Capability of Whisper.
SLT
Chih-Kai Yang, Kuan-Po Huang, Hung-yi Lee
2024 J jnl
Do Prompts Really Prompt? Exploring the Prompt Understanding Capability of Whisper.
CoRR
Chih-Kai Yang, Kuan-Po Huang, Hung-yi Lee
2024 J jnl
Dynamic-SUPERB Phase-2: A Collaboratively Expanding Benchmark for Measuring the Capabilities of Spoken Language Models with 180 Tasks.
CoRR
Chien-yu Huang, Wei-Chih Chen, Shu-Wen Yang, Andy T. Liu, Chen-An Li, Yu-Xiang Lin, Wei-Cheng Tseng, Anuj Diwan, Yi-Jen Shih, Jiatong Shi, William Chen, Xuanjun Chen, Chi-Yuan Hsiao, Puyuan Peng, Shih-Heng Wang, Chun-Yi Kuan, Ke-Han Lu, Kai-Wei Chang, Chih-Kai Yang, Fabian Ritter Gutierrez, Ming To Chuang, Kuan-Po Huang, Siddhant Arora, You-Kuan Lin, Eunjung Yeo, Kalvin Chang, Chung-Ming Chien, Kwanghee Choi, Cheng-Hsiu Hsieh, Yi-Cheng Lin, Chee-En Yu, I-Hsiang Chiu, Heitor R. Guimarães, Jionghao Han, Tzu-Quan Lin, Tzu-Yuan Lin, Homu Chang, Ting-Wu Chang, Chun Wei Chen, Shou-Jen Chen, Yu-Hua Chen, Hsi-Chun Cheng, Kunal Dhawan, Jia-Lin Fang, Shi-Xin Fang, Kuan-Yu Fang Chiang, Chi An Fu, Hsien-Fu Hsiao, Ching Yu Hsu, Shao-Syuan Huang, Lee Chen Wei, Hsi-Che Lin, Hsuan-Hao Lin, Hsuan-Ting Lin, Jian-Ren Lin, Ting-Chun Liu, Li-Chun Lu, Tsung-Min Pai, Ankita Pasad, Shih-Yun Shan Kuan, Suwon Shon, Yuxun Tang, Yun-Shao Tsai, Jui-Chiang Wei, Tzu-Chieh Wei, Chengxi Wu, Dien-Ruei Wu, Chao-Han Huck Yang, Chieh-Chi Yang, Jia Qi Yip, Shao-Xiang Yuan, Vahid Noroozi, Zhehuai Chen, Haibin Wu, Karen Livescu, David Harwath, Shinji Watanabe, Hung-yi Lee
2024 J jnl
Enhancing Multilingual ASR for Unseen Languages via Language Embedding Modeling.
CoRR
Shao-Syuan Huang, Kuan-Po Huang, Andy T. Liu, Hung-yi Lee
2024 J jnl
How to Learn a New Language? An Efficient Solution for Self-Supervised Learning Models Unseen Languages Adaption in Low-Resource Scenario.
CoRR
Shih-Heng Wang, Zih-Ching Chen, Jiatong Shi, Ming-To Chuang, Guan-Ting Lin, Kuan-Po Huang, David Harwath, Shang-wen Li, Hung-yi Lee
2024 — conf
Investigating Zero-Shot Generalizability on Mandarin-English Code-Switched ASR And Speech-to-Text Translation of Recent Foundation Models with Self-Supervision and Weak Supervision.
ICASSP Workshops
Chih-Kai Yang, Kuan-Po Huang, Ke-Han Lu, Chun-Yi Kuan, Chi-Yuan Hsiao, Hung-yi Lee
2024 J jnl
Investigating Zero-Shot Generalizability on Mandarin-English Code-Switched ASR and Speech-to-text Translation of Recent Foundation Models with Self-Supervision and Weak Supervision.
CoRR
Chih-Kai Yang, Kuan-Po Huang, Ke-Han Lu, Chun-Yi Kuan, Chi-Yuan Hsiao, Hung-yi Lee
2024 — conf
Noise Robust Distillation of Self-Supervised Speech Models via Correlation Metrics.
ICASSP Workshops
Fabian Ritter Gutierrez, Kuan-Po Huang, Dianwen Ng, Jeremy H. M. Wong, Hung-yi Lee, Eng Siong Chng, Nancy F. Chen
2024 Misc conf
Zero Resource Code-Switched Speech Benchmark Using Speech Utterance Pairs for Multiple Spoken Languages.
ICASSP
Kuan-Po Huang, Chih-Kai Yang, Yu-Kuan Fu, Ewan Dunbar, Hung-yi Lee
2023 Misc conf
Ensemble Knowledge Distillation of Self-Supervised Speech Models.
ICASSP
Kuan-Po Huang, Tzu-hsun Feng, Yu-Kuan Fu, Tsu-Yuan Hsu, Po-Chieh Yen, Wei-Cheng Tseng, Kai-Wei Chang, Hung-yi Lee
2023 J jnl
Ensemble knowledge distillation of self-supervised speech models.
CoRR
Kuan-Po Huang, Tzu-hsun Feng, Yu-Kuan Fu, Tsu-Yuan Hsu, Po-Chieh Yen, Wei-Cheng Tseng, Kai-Wei Chang, Hung-yi Lee
2023 J jnl
Noise robust distillation of self-supervised speech models via correlation metrics.
CoRR
Fabian Ritter Gutierrez, Kuan-Po Huang, Dianwen Ng, Jeremy Heng Meng Wong, Hung-yi Lee, Eng Siong Chng, Nancy F. Chen
2023 J jnl
Zero Resource Code-switched Speech Benchmark Using Speech Utterance Pairs For Multiple Spoken Languages.
CoRR
Kuan-Po Huang, Chih-Kai Yang, Yu-Kuan Fu, Ewan Dunbar, Hung-yi Lee
2022 A conf
Improving Distortion Robustness of Self-supervised Speech Processing Tasks with Domain Adaptation.
INTERSPEECH
Kuan-Po Huang, Yu-Kuan Fu, Yu Zhang, Hung-yi Lee
2022 J jnl
Improving Distortion Robustness of Self-supervised Speech Processing Tasks with Domain Adaptation.
CoRR
Kuan-Po Huang, Yu-Kuan Fu, Yu Zhang, Hung-yi Lee
2022 — conf
Improving Generalizability of Distilled Self-Supervised Speech Processing Models Under Distorted Settings.
SLT
Kuan-Po Huang, Yu-Kuan Fu, Tsu-Yuan Hsu, Fabian Ritter Gutierrez, Fan-Lin Wang, Liang-Hsuan Tseng, Yu Zhang, Hung-yi Lee
2022 J jnl
Improving generalizability of distilled self-supervised speech processing models under distorted settings.
CoRR
Kuan-Po Huang, Yu-Kuan Fu, Tsu-Yuan Hsu, Fabian Ritter Gutierrez, Fan-Lin Wang, Liang-Hsuan Tseng, Yu Zhang, Hung-yi Lee
2022 J jnl
Improving the transferability of speech separation by meta-learning.
CoRR
Kuan-Po Huang, Yuan-Kuei Wu, Hung-yi Lee
2021 J jnl
Multi-accent Speech Separation with One Shot Learning.
CoRR
Kuan-Po Huang, Yuan-Kuei Wu, Hung-yi Lee
2021 Misc conf
One Shot Learning for Speech Separation.
ICASSP
Yuan-Kuei Wu, Kuan-Po Huang, Yu Tsao, Hung-yi Lee
2020 J jnl
One Shot Learning for Speech Separation.
CoRR
Yuan-Kuei Wu, Kuan-Po Huang, Yu Tsao, Hung-yi Lee