| Can whisper perform speech-based in-context learning? S Wang, CHH Yang, J Wu, C Zhang IEEE International Conference on Acoustics, Speech and Signal Processing …, 2024 | 7 | 2024 |
| Hyporadise: An open baseline for generative speech recognition with large language models C Chen, Y Hu, CHH Yang, SM Siniscalchi, PY Chen, ES Chng Advances in Neural Information Processing Systems 36, 2024 | 7 | 2024 |
| GenTranslate: Large Language Models are Generative Multilingual Speech and Machine Translators Y Hu, C Chen, CHH Yang, R Li, D Zhang, Z Chen, ES Chng arXiv preprint arXiv:2402.06894, 2024 | | 2024 |
| It's Never Too Late: Fusing Acoustic Information into Large Language Models for Automatic Speech Recognition C Chen, R Li, Y Hu, SM Siniscalchi, PY Chen, E Chng, CHH Yang International Conference on Learning Representations (ICLR), 2024 | 1 | 2024 |
| Investigating Training Strategies and Model Robustness of Low-Rank Adaptation for Language Modeling in Speech Recognition Y Yu, CHH Yang, T Dinh, S Ryu, J Kolehmainen, R Ren, D Filimonov, ... arXiv preprint arXiv:2401.10447, 2024 | | 2024 |
| Large Language Models are Efficient Learners of Noise-Robust Speech Recognition Y Hu, C Chen, CHH Yang, R Li, C Zhang, PY Chen, ES Chng International Conference on Learning Representations (ICLR), Spotlight 5%, 2024 | | 2024 |
| Towards ASR robust spoken language understanding through in-context learning with word confusion networks K Everson, Y Gu, H Yang, PG Shivakumar, GT Lin, J Kolehmainen, ... IEEE International Conference on Acoustics, Speech and Signal Processing …, 2024 | 1 | 2024 |
| Federated learning for privacy-preserving speech recognition CHH Yang, SM Siniscalchi Federated Learning, 353-368, 2024 | | 2024 |
| Hot-fixing wake word recognition for end-to-end ASR via neural model reprogramming PJ Ku, IF Chen, H Yang, A Raju, P Dheram, P Ghahremani, B King, J Liu, ... IEEE International Conference on Acoustics, Speech and Signal Processing …, 2024 | | 2024 |
| Paralinguistics-enhanced large language modeling of spoken dialogue GT Lin, PG Shivakumar, A Gandhe, CHH Yang, Y Gu, S Ghosh, A Stolcke, ... IEEE International Conference on Acoustics, Speech and Signal Processing …, 2023 | 2 | 2023 |
| Multimodal Attention Merging for Improved Speech Recognition and Audio Event Classification AS Sundar, CHH Yang, DM Chan, S Ghosh, V Ravichandran, ... arXiv preprint arXiv:2312.14378, 2023 | 1 | 2023 |
| Qtn-vqc: An end-to-end learning framework for quantum neural networks J Qi, CH Yang, PY Chen Physica Scripta 99 (1), 015111, 2023 | 30 | 2023 |
| Low-rank Adaptation of Large Language Model Rescoring for Parameter-Efficient Speech Recognition Y Yu, CHH Yang, J Kolehmainen, PG Shivakumar, Y Gu, S Ryu, R Ren, ... IEEE ASRU 2023, 2023 | 8 | 2023 |
| Conditional Modeling Based Automatic Video Summarization JH Huang, CHH Yang, PY Chen, MH Chen, M Worring arXiv preprint arXiv:2311.12159, 2023 | 2 | 2023 |
| Enhancing Privacy Preservation with Quantum Computing for Word-Level Audio-Visual Speech Recognition C Wang, J Du, H Chen, R Wang, CHH Yang, J Zhao, Y Ren, Q Li, CH Lee 2023 Asia Pacific Signal and Information Processing Association Annual …, 2023 | | 2023 |
| Generative error correction for code-switching speech recognition using large language models C Chen, Y Hu, CHH Yang, H Liu, SM Siniscalchi, ES Chng arXiv preprint arXiv:2310.13013, 2023 | 1 | 2023 |
| Whispering LLaMA: A Cross-Modal Generative Error Correction Framework for Speech Recognition S Radhakrishnan, CHH Yang, SA Khan, R Kumar, NA Kiani, ... EMNLP 2023, Oral, 2023 | 5 | 2023 |
| Generative Speech Recognition Error Correction with Large Language Models and Task-Activating Prompting CHH Yang, Y Gu, YC Liu, S Ghosh, I Bulyko, A Stolcke IEEE ASRU 2023, 2023 | 6 | 2023 |
| Inference and Denoise: Causal Inference-Based Neural Speech Enhancement TA Hsieh, CHH Yang, PY Chen, SM Siniscalchi, Y Tsao 2023 IEEE 33rd International Workshop on Machine Learning for Signal …, 2023 | 1 | 2023 |
| Neural Model Reprogramming with Similarity Based Mapping for Low-Resource Spoken Command Classification H Yen, PJ Ku, CHH Yang, H Hu, SM Siniscalchi, PY Chen, Y Tsao INTERSPEECH 2023, Best Student Paper Nomination, 2023 | 20* | 2023 |
Pin-Yu ChenPrincipal Research Scientist, IBM Research AI; MIT-IBM Watson AI Lab; RPI-IBM AIRCVerified email at ibm.com
