Chao-Han Huck Yang

PRiSM: Benchmarking Phone Realization in Speech Models ACL 2026 Speech-Hands: A Self-Reflection Voice Agentic Approach to Speech Recognition and Audio Reasoning with Omni Perception ACL 2026 A Quantum Circuit-Based Compression Perspective for Parameter-Efficient Learning ICLR 2025 Audio Large Language Models Can Be Descriptive Speech Quality Evaluators ICLR 2025 Bias in Gender Bias Benchmarks: How Spurious Features Distort Evaluation ICCV 2025 CoVoGER: A Multilingual Multitask Benchmark for Speech-to-text Generative Error Correction with Large Language Models EMNLP 2025 Dynamic-SUPERB Phase-2: A Collaboratively Expanding Benchmark for Measuring the Capabilities of Spoken Language Models with 180 Tasks ICLR 2025 ESPnet-SpeechLM: An Open Speech Language Model Toolkit NAACL 2025 Extending Automatic Machine Translation Evaluation to Book-Length Documents EMNLP 2025 Fugatto 1: Foundational Generative Audio Transformer Opus 1 ICLR 2025 LOTUS: A Leaderboard for Detailed Image Captioning from Quality to Societal Bias and User Preferences ACL 2025 MISP-Meeting: A Real-World Dataset with Multimodal Cues for Long-form Meeting Transcription and Summarization ACL 2025 NeKo: Cross-Modality Post-Recognition Error Correction with Tasks-Guided Mixture-of-Experts Language Model ACL 2025 OWLS: Scaling Laws for Multilingual Speech Recognition and Translation Models ICML 2025 SpeechIQ: Speech-Agentic Intelligence Quotient Across Cognitive Levels in Voice Understanding by Large Language Models ACL 2025 Towards Neural Scaling Laws for Time Series Foundation Models ICLR 2025 UniWav: Towards Unified Pre-training for Speech Representation Learning and Generation ICLR 2025 Bayesian Example Selection Improves In-Context Learning for Speech, Text and Visual Modalities EMNLP 2024 FastAdaSP: Multitask-Adapted Efficient Inference for Large Speech Language Model EMNLP 2024 From Descriptive Richness to Bias: Unveiling the Dark Side of Generative Image Caption Enrichment EMNLP 2024 GenTranslate: Large Language Models are Generative Multilingual Speech and Machine Translators ACL 2024 It's Never Too Late: Fusing Acoustic Information into Large Language Models for Automatic Speech Recognition ICLR 2024 Large Language Models are Efficient Learners of Noise-Robust Speech Recognition ICLR 2024 Self-Taught Recognizer: Toward Unsupervised Adaptation for Speech Foundation Models NeurIPS 2024 A Multi-dimensional Deep Structured State Space Approach to Speech Enhancement Using Small-footprint Models Interspeech 2023 A Neural State-Space Modeling Approach to Efficient Speech Separation Interspeech 2023 A Parameter-Efficient Learning Approach to Arabic Dialect Identification with Pre-Trained General-Purpose Speech Model Interspeech 2023 Differentially Private Adapters for Parameter Efficient Acoustic Modeling Interspeech 2023 How to Estimate Model Transferability of Pre-Trained Speech Models? Interspeech 2023 HyPoradise: An Open Baseline for Generative Speech Recognition with Large Language Models NeurIPS 2023 Neural Model Reprogramming with Similarity Based Mapping for Low-Resource Spoken Command Recognition Interspeech 2023 Parameter-Efficient Learning for Text-to-Speech Accent Adaptation Interspeech 2023 Pessimistic Model Selection for Offline Deep Reinforcement Learning UAI 2023 Treatment Learning Causal Transformer for Noisy Image Classification WACV 2023 Whispering LLaMA: A Cross-Modal Generative Error Correction Framework for Speech Recognition EMNLP 2023 Training a Resilient Q-network against Observational Interference AAAI 2022 PATE-AAE: Incorporating Adversarial Autoencoder into Private Aggregation of Teacher Ensembles for Spoken Command Classification Interspeech 2021 Voice2Series: Reprogramming Acoustic Models for Time Series Classification ICML 2021 Exploring Deep Hybrid Tensor-to-Vector Network Architectures for Regression Based Speech Enhancement Interspeech 2020