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music understanding

20 papers

Papers

HumMusQA: A Human-written Music Understanding QA Benchmark Dataset EACL 2026 Let the Model Learn to Feel: Mode-Guided Tonality Injection for Symbolic Music Emotion Recognition AAAI 2026 MIDI-PHOR: Multi-View Distillation for Music Understanding and Captioning EACL 2026 Stochastic Parrots or True Virtuosos? Digging Deeper Into the Audio-Video Understanding of AVQA Models EACL 2026 Thesis Proposal: Multimodal Benchmark for Music Understanding in Large Language Models EACL 2026 DeepResonance: Enhancing Multimodal Music Understanding via Music-centric Multi-way Instruction Tuning EMNLP 2025 MMAU: A Massive Multi-Task Audio Understanding and Reasoning Benchmark ICLR 2025 Towards Reliable Large Audio Language Model ACL 2025 WildScore: Benchmarking MLLMs in-the-Wild Symbolic Music Reasoning EMNLP 2025 ChatMusician: Understanding and Generating Music Intrinsically with LLM ACL 2024 Learning Musical Representations for Music Performance Question Answering EMNLP 2024 MERT: Acoustic Music Understanding Model with Large-Scale Self-supervised Training ICLR 2024 MuChin: A Chinese Colloquial Description Benchmark for Evaluating Language Models in the Field of Music IJCAI 2024 N-gram Unsupervised Compoundation and Feature Injection for Better Symbolic Music Understanding AAAI 2024 Perception-Inspired Graph Convolution for Music Understanding Tasks IJCAI 2024 Dance Style Transfer With Cross-Modal Transformer WACV 2023 Fine-Grained Position Helps Memorizing More, a Novel Music Compound Transformer Model with Feature Interaction Fusion AAAI 2023 MARBLE: Music Audio Representation Benchmark for Universal Evaluation NeurIPS 2023 MusicAgent: An AI Agent for Music Understanding and Generation with Large Language Models EMNLP 2023 Data-Efficient Playlist Captioning With Musical and Linguistic Knowledge EMNLP 2022