Scholar
Yuchen Hu
Google Scholar ID: Neo-1mIAAAAJ
Nanyang Technological University
Citations & Impact
Citations
938
H-index
20
i10-index
32
Publications
20
Co-authors
19
list available
Publications
Resume (English only)
Academic Achievements
- ICLR 2025: Audio Large Language Models Can Be Descriptive Speech Quality Evaluators
- ICLR 2025: GenSE: Generative Speech Enhancement via Language Models using Hierarchical Modeling
- Preprint: Robust Zero-Shot Text-to-Speech Synthesis with Reverse Inference Optimization
- Preprint: Enhancing Zero-shot Text-to-Speech Synthesis with Human Feedback
- ICASSP 2025: SSR-Speech: Towards Stable, Safe and Robust Zero-shot Text-based Speech Editing and Synthesis
- NeurIPS 2024: Self-Taught Recognizer: Toward Unsupervised Adaptation for Speech Foundation Models
- ACL 2024 (Oral): GenTranslate: Large Language Models are Generative Multilingual Speech and Machine Translators
- ACL 2024: Listen Again and Choose the Right Answer: A New Paradigm for Automatic Speech Recognition with Large Language Models
- ACL 2024: Overcoming Catastrophic Forgetting by Exemplar Selection in Task-oriented Dialogue System
- ICLR 2024 (Spotlight, Top 5%): Large Language Models are Efficient Learners of Noise-Robust Speech Recognition
- ICLR 2024: It’s Never Too Late: Fusing Acoustic Information into Large Language Models for Automatic Speech Recognition
- NeurIPS 2023: HyPoradise: An Open Baseline for Generative Speech Recognition with Large Language Models
- AAAI 2024: Multichannel AV-wav2vec2: A Framework for Learning Multichannel Multi-modal Speech Representation
- ICASSP 2024: Cross-Modality and Within-Modality Regularization for Audio-Visual DeepFake Detection
- ICASSP 2024: An Experimental Comparison of Noise-Robust Text-To-Speech Synthesis Systems Based On Self-Supervised Representation
- ACL 2023 (Oral): Hearing Lips in Noise: Universal Viseme-Phoneme Mapping and
Research Experience
- Currently a final-year Ph.D. student at the School of Computer Science and Engineering, Nanyang Technological University, working on speech and multimodal related research.
Background
- Research interests include full-duplex speech dialog systems, text-to-speech synthesis (RLHF, streaming), generative seq2seq learning; speech recognition/translation/enhancement, efficient adaptation of foundation models; multimodal: video-to-audio generation, audio-visual understanding.
