Publications

(2025). CMI-Bench: A Comprehensive Benchmark for Evaluating Music Instruction Following.

(2025). MMAR: A Challenging Benchmark for Deep Reasoning in Speech, Audio, Music, and Their Mix.

(2025). Yue: Scaling open foundation models for long-form music generation.

(2025). Audio-flan: A preliminary release.

(2025). Supergpqa: Scaling llm evaluation across 285 graduate disciplines.

(2024). Omnibench: Towards the future of universal omni-language models.

(2024). Foundation models for music: A survey.

(2024). Can LLMs "Reason" in Music? An Evaluation of LLMs' Capability of Music Understanding and Generation.

(2024). Domain-specific continual pre-training scaling law for large language models.

(2024). Map-neo: Highly capable and transparent bilingual large language model series.

(2024). ComposerX: Multi-Agent Symbolic Music Composition with LLMs.

(2024). Mupt: A generative symbolic music pretrained transformer.

(2024). Chatmusician: Understanding and generating music intrinsically with LLM.

(2024). Cif-bench: A chinese instruction-following benchmark for evaluating the generalizability of large language models.

(2023). Mertech: Instrument Playing Technique Detection Using Self-Supervised Pretrained Model with Multi-Task Finetuning.

(2023). MusiLingo: Bridging Music and Text with Pre-trained Language Models for Music Captioning and Query Response.

(2023). MARBLE: Music Audio Representation Benchmark for Universal Evaluation.

(2023). MERT: Acoustic Music Understanding Model with Large-Scale Self-supervised TrainingCCF none.

(2023). On the effectiveness of speech self-supervised learning for musicCCF none.

(2023). Lyricwhiz: Robust multilingual zero-shot lyrics transcription by whispering to chatgptCCF none.

(2022). Large-Scale Pretrained Model for Self-Supervised Music Audio Representation Learning.

(2022). Map-music2vec: A simple and effective baseline for self-supervised music audio representation learning.

(2022). Learnable Front Ends Based on Temporal Modulation for Music TaggingCCF none.

(2020). 基于机器学习的笛子演奏技法识别研究与实现 (Research & implementation of Chinese flute playing technique recognition based on ML).

(2020). 基于卷积循环神经网的复音音乐中国民族乐器检测 (Detection of Chinese Instrumental Quartet based on CRNN).