How Auditory Knowledge in LLM Backbones Shapes Audio Language Models: A Holistic Evaluation
Paper • 2603.19195 • Published • 4
AI & ML interests
Speech Processing, Self-Supervised Learning, ASR, TTS, Voice Conversion, Spoken Question Answering
kehanlu
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dlion168
authored 16
papers 8 months ago
Spoken Stereoset: On Evaluating Social Bias Toward Speaker in Speech Large Language Models
Paper • 2408.07665 • Published
EMO-Debias: Benchmarking Gender Debiasing Techniques in Multi-Label Speech Emotion Recognition
Paper • 2506.04652 • Published • 1
Multi-Distillation from Speech and Music Representation Models
Paper • 2506.07237 • Published
MMMOS: Multi-domain Multi-axis Audio Quality Assessment
Paper • 2507.04094 • Published
ASTAR-NTU solution to AudioMOS Challenge 2025 Track1
Paper • 2507.09904 • Published
Fake-Mamba: Real-Time Speech Deepfake Detection Using Bidirectional Mamba as Self-Attention's Alternative
Paper • 2508.09294 • Published
Meta-PerSER: Few-Shot Listener Personalized Speech Emotion Recognition via Meta-learning
Paper • 2505.16220 • Published • 1
Do You Hear What I Mean? Quantifying the Instruction-Perception Gap in Instruction-Guided Expressive Text-To-Speech Systems
Paper • 2509.13989 • Published • 3
CO-VADA: A Confidence-Oriented Voice Augmentation Debiasing Approach for Fair Speech Emotion Recognition
Paper • 2506.06071 • Published • 1
MI-Fuse: Label Fusion for Unsupervised Domain Adaptation with Closed-Source Large-Audio Language Model
Paper • 2509.20706 • Published • 3
Codec-SUPERB: An In-Depth Analysis of Sound Codec Models
Paper • 2402.13071 • Published • 1
Towards audio language modeling -- an overview
Paper • 2402.13236 • Published
Dynamic-SUPERB Phase-2: A Collaboratively Expanding Benchmark for Measuring the Capabilities of Spoken Language Models with 180 Tasks
Paper • 2411.05361 • Published • 5
BreezyVoice: Adapting TTS for Taiwanese Mandarin with Enhanced Polyphone Disambiguation -- Challenges and Insights
Paper • 2501.17790 • Published • 3
ToxicTone: A Mandarin Audio Dataset Annotated for Toxicity and Toxic Utterance Tonality
Paper • 2505.15773 • Published • 1
DeSTA2.5-Audio: Toward General-Purpose Large Audio Language Model with Self-Generated Cross-Modal Alignment
Paper • 2507.02768 • Published • 19