Liu, Andy T.
- SUPERB: Speech processing Universal PERformance Benchmark
2021/05/03 by Shu-Wen Yang, Yang, Shu-wen, Po-Han Chi +37 · 69 citations
Computer Science · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Natural Language Processing Techniques #Sound (cs.SD) #Speech Recognition and Synthesis #Topic Modeling #electronic engineering #information engineering
- Dynamic-SUPERB Phase-2: A Collaboratively Expanding Benchmark for Measuring the Capabilities of Spoken Language Models with 180 Tasks
2024/11/08 by Huang, Chien-yu, Chen, Wei-Chih, Yang, Shu-wen +77 · 25 citations
#Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #electronic engineering #information engineering
- A Large-Scale Evaluation of Speech Foundation Models
2024/04/15 by Yang, Shu-wen, Chang, Heng-Jui, Huang, Zili +18 · 14 citations
#Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Signal Processing (eess.SP) #electronic engineering #information engineering
- SUPERB-SG: Enhanced Speech processing Universal PERformance Benchmark for Semantic and Generative Capabilities
2022/03/14 by Tsai, Hsiang-Sheng, Chang, Heng-Jui, Huang, Wen-Chin +14 · 7 citations
#Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #electronic engineering #information engineering
- Improving the Adversarial Robustness for Speaker Verification by Self-Supervised Learning
2021/06/01 by Wu, Haibin, Li, Xu, Liu, Andy T. +3 · 3 citations
#Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Sound (cs.SD) #electronic engineering #information engineering
- Don't speak too fast: The impact of data bias on self-supervised speech models
2021/10/15 by Yen Meng, Yi-Hui Chou, Meng, Yen +5 · 1 citation
Computer Science · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Natural Language Processing Techniques #Sound (cs.SD) #Speech Recognition and Synthesis #Topic Modeling #electronic engineering #information engineering
- uMedSum: A Unified Framework for Advancing Medical Abstractive Summarization
2024/08/22 by Aishik Nagar, Nagar, Aishik, Yutong Liu +15 · 2 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Advanced Text Analysis Techniques #Artificial Intelligence (cs.AI) #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
- MEDSAGE: Enhancing Robustness of Medical Dialogue Summarization to ASR Errors with LLM-generated Synthetic Dialogues
2024/08/26 by Binici, Kuluhan, Kashyap, Abhinav Ramesh, Schlegel, Viktor +6 · 2 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- Enhancing Multilingual ASR for Unseen Languages via Language Embedding Modeling
2024/12/21 by Shao-Syuan Huang, Huang, Shao-Syuan, Kuan-Po Huang +5 · 2 citations
Computer Science · #Speech Recognition and Synthesis #Topic Modeling #Speech and dialogue systems
- Defense for Black-box Attacks on Anti-spoofing Models by Self-Supervised Learning
2020/06/05 by Haibin Wu, Andy T. Liu, Wu, Haibin +3 · 2 citations
Computer Science · #Audio and Speech Processing (eess.AS) #Digital Media Forensic Detection #FOS: Computer and information sciences #FOS: Electrical engineering #Hate Speech and Cyberbullying Detection #Machine Learning (cs.LG) #Speech Recognition and Synthesis #electronic engineering #information engineering
- Representation Learning of Structured Data for Medical Foundation Models
2024/10/17 by Vijay Prakash Dwivedi, Viktor Schlegel, Dwivedi, Vijay Prakash +15 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Machine Learning in Healthcare #Neural Networks and Applications
- ParaS2S: Benchmarking and Aligning Spoken Language Models for Paralinguistic-aware Speech-to-Speech Interaction
2025/11/11 by Yang, Shu-wen, Tu, Ming, Liu, Andy T. +5 · 1 citation
#Audio and Speech Processing (eess.AS) #FOS: Electrical engineering #Signal Processing (eess.SP) #electronic engineering #information engineering