emotion2vec: Self-Supervised Pre-Training for Speech Emotion Representation Paper • 2312.15185 • Published Dec 23, 2023
MMAR: A Challenging Benchmark for Deep Reasoning in Speech, Audio, Music, and Their Mix Paper • 2505.13032 • Published May 19, 2025 • 4
Omni-Captioner: Data Pipeline, Models, and Benchmark for Omni Detailed Perception Paper • 2510.12720 • Published Oct 14, 2025 • 2
[b]=[d]-[t]+[p]: Self-supervised Speech Models Discover Phonological Vector Arithmetic Paper • 2602.18899 • Published Mar 12 • 1
Self-Supervised Speech Models Encode Phonetic Context via Position-dependent Orthogonal Subspaces Paper • 2603.12642 • Published Mar 13 • 1
How Auditory Knowledge in LLM Backbones Shapes Audio Language Models: A Holistic Evaluation Paper • 2603.19195 • Published Mar 19 • 4
How Auditory Knowledge in LLM Backbones Shapes Audio Language Models: A Holistic Evaluation Paper • 2603.19195 • Published Mar 19 • 4
Nudging Hidden States: Training-Free Model Steering for Chain-of-Thought Reasoning in Large Audio-Language Models Paper • 2603.14636 • Published Mar 15 • 4
MUGEN: Evaluating and Improving Multi-audio Understanding of Large Audio-Language Models Paper • 2603.09714 • Published Mar 10
Nudging Hidden States: Training-Free Model Steering for Chain-of-Thought Reasoning in Large Audio-Language Models Paper • 2603.14636 • Published Mar 15 • 4
BioME: A Resource-Efficient Bioacoustic Foundational Model for IoT Applications Paper • 2602.09970 • Published Feb 10 • 1
RobustDistiller: Compressing Universal Speech Representations for Enhanced Environment Robustness Paper • 2302.09437 • Published Feb 18, 2023
Wav2Gloss: Generating Interlinear Glossed Text from Speech Paper • 2403.13169 • Published Mar 19, 2024
On the Effects of Heterogeneous Data Sources on Speech-to-Text Foundation Models Paper • 2406.09282 • Published Jun 13, 2024
ESPnet-EZ: Python-only ESPnet for Easy Fine-tuning and Integration Paper • 2409.09506 • Published Sep 14, 2024 • 4