Emmanouil Benetos

Most-cited papers

MERT: Acoustic Music Understanding Model with Large-Scale Self-supervised Training
Yizhi Li, Ruibin Yuan, Ge Zhang, Yi Ma +16 more
2023International Conference on Learning Representations401 citations Open access
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MMAR: A Challenging Benchmark for Deep Reasoning in Speech, Audio, Music, and Their Mix
Ziyang Ma, Yi Ma, Yan-Qiao Zhu, Chen Yang +30 more
2025Neural Information Processing Systems173 citations
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ChatMusician: Understanding and Generating Music Intrinsically with LLM
Ruibin Yuan, Han-Feng Lin, Yi Wang, Ze-Yue Tian +31 more
2024Annual Meeting of the Association for Computational Linguistics126 citations
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YuE: Scaling Open Foundation Models for Long-Form Music Generation
Rui-Bin Yuan, Han-Feng Lin, Shuyue Guo, Ge Zhang +53 more
2025arXiv.org116 citations
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OmniBench: Towards The Future of Universal Omni-Language Models
Yizhi Li, Ge Zhang, Yi Ma, Ruibin Yuan +19 more
2024Neural Information Processing Systems111 citations
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The Song Describer Dataset: a Corpus of Audio Captions for Music-and-Language Evaluation
Ilaria Manco, Benno Weck, Seungheon Doh, Minz Won +9 more
2023arXiv.org104 citations
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MAP-Neo: Highly Capable and Transparent Bilingual Large Language Model Series
Ge Zhang, Scott Qu, Jia-Heng Liu, Chen-Chen Zhang +41 more
2024arXiv.org89 citations
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MuChoMusic: Evaluating Music Understanding in Multimodal Audio-Language Models
Benno Weck, Ilaria Manco, Emmanouil Benetos, Elio Quinton +2 more
2024International Society for Music Information Retrieval Conference78 citations
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MARBLE: Music Audio Representation Benchmark for Universal Evaluation
Ruibin Yuan, Yi Ma, Yizhi Li, Ge Zhang +21 more
2023Neural Information Processing Systems76 citations Open access
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Contrastive Audio-Language Learning for Music
Ilaria Manco, Emmanouil Benetos, Elio Quinton, György Fazekas
2022International Society for Music Information Retrieval Conference74 citations Open access
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MusiLingo: Bridging Music and Text with Pre-trained Language Models for Music Captioning and Query Response
Zihao Deng, Yi Ma, Yu-Dong Liu, Rongchen Guo +4 more
2023NAACL-HLT72 citations Open access
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ComposerX: Multi-Agent Symbolic Music Composition with LLMs
Qixin Deng, Qi-Kai Yang, Ruibin Yuan, Yi-Peng Huang +15 more
2024International Society for Music Information Retrieval Conference66 citations
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Foundation Models for Music: A Survey
Ying-Chao Ma, Anders Øland, Anton Ragni, B. M. Del Sette +39 more
2024arXiv.org64 citations
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OmniVideoBench: Towards Audio-Visual Understanding Evaluation for Omni MLLMs
Caorui Li, Yu Chen, Yiyan Ji, Jin Xu +38 more
2025arXiv.org62 citations
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Comparison of Feature Extraction Methods for Sound-Based Classification of Honey Bee Activity
A. Terenzi, Nicola Ortolani, Inês Nolasco, Emmanouil Benetos +1 more
2022IEEE/ACM Transactions on Audio Speech and Language Processing61 citations Open access
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MuPT: A Generative Symbolic Music Pretrained Transformer
Xing-Wei Qu, Yuelin Bai, Yi Ma, Zi-Ya Zhou +25 more
2024International Conference on Learning Representations47 citations
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Globally, songs and instrumental melodies are slower and higher and use more stable pitches than speech: A Registered Report
Yuto Ozaki, Adam Tierney, Peter Q. Pfordresher, John Mcbride +71 more
2024Science Advances44 citations Open access
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MAP-Music2Vec: A Simple and Effective Baseline for Self-Supervised Music Audio Representation Learning
Yizhi Li, Ruibin Yuan, Ge Zhang, Yi Ma +10 more
2022arXiv.org36 citations Open access
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Few-Shot Class-Incremental Audio Classification Using Dynamically Expanded Classifier With Self-Attention Modified Prototypes
Yan-Xiong Li, Wen-Chang Cao, Wei Xie, Jialong Li +1 more
2023IEEE transactions on multimedia32 citations Open access
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ST-ITO: Controlling Audio Effects for Style Transfer with Inference-Time Optimization
C. Steinmetz, Shubhr Singh, Marco Comunità, Ilias Ibnyahya +3 more
2024International Society for Music Information Retrieval Conference30 citations
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A Data-Driven Analysis of Robust Automatic Piano Transcription
Drew Edwards, Simon Dixon, Emmanouil Benetos, Akira Maezawa +1 more
2024IEEE Signal Processing Letters30 citations Open access
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YourMT3+: Multi-Instrument Music Transcription with Enhanced Transformer Architectures and Cross-Dataset STEM Augmentation
Sungkyun Chang, Emmanouil Benetos, Holger Kirchhoff, Simon Dixon
2024International Workshop on Machine Learning for Signal Processing30 citations Open access
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Adapting Language-Audio Models as Few-Shot Audio Learners
Jin-Hua Liang, Xu-Bo Liu, Haohe Liu, Huy Phan +3 more
2023Interspeech30 citations Open access
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CMI-Bench: A Comprehensive Benchmark for Evaluating Music Instruction Following
Yi Ma, Si-You Li, Juntao Yu, Emmanouil Benetos +1 more
2025International Society for Music Information Retrieval Conference28 citations
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Mind the Domain Gap: A Systematic Analysis on Bioacoustic Sound Event Detection
Jin-Hua Liang, Inês Nolasco, Burooj Ghani, Huy Phan +2 more
2024European Signal Processing Conference28 citations Open access
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Acoustic Prompt Tuning: Empowering Large Language Models With Audition Capabilities
Jin-Hua Liang, Xu-Bo Liu, Wen-Wu Wang, Mark D. Plumbley +2 more
2023IEEE Transactions on Audio, Speech, and Language Processing28 citations Open access
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LyricWhiz: Robust Multilingual Zero-shot Lyrics Transcription by Whispering to ChatGPT
Le Zhuo, Ruibin Yuan, Jiahao Pan, Yi Ma +10 more
2023International Society for Music Information Retrieval Conference27 citations Open access
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Exploring Transformer’s Potential on Automatic Piano Transcription
Long-Shen Ou, Ziyi Guo, Emmanouil Benetos, Ji-Qing Han +1 more
2022IEEE International Conference on Acoustics, Speech, and Signal Processing27 citations Open access
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Computational hermeneutics: evaluating generative AI as a cultural technology
Cody Kommers, R. Ahnert, Maria Antoniak, Emmanouil Benetos +34 more
2026Frontiers Artif. Intell.25 citations Open access
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WavCraft: Audio Editing and Generation with Large Language Models
Jin-Hua Liang, Huan Zhang, Haohe Liu, Yinzhi Cao +6 more
202425 citations
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PiJAMA: Piano Jazz with Automatic MIDI Annotations
Drew Edwards, Simon Dixon, Emmanouil Benetos
2023Transactions of the International Society for Music Information Retrieval25 citations Open access
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Audio-JEPA: Joint-Embedding Predictive Architecture for Audio Representation Learning
Ludovic Tuncay, Etienne Labbé, Emmanouil Benetos, Thomas Pellegrini
2025arXiv.org22 citations
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ATGNN: Audio Tagging Graph Neural Network
Shubhr Singh, C. Steinmetz, Emmanouil Benetos, Huy Phan +1 more
2023IEEE Signal Processing Letters22 citations Open access
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Learning from Taxonomy: Multi-Label Few-Shot Classification for Everyday Sound Recognition
Jin-Hua Liang, Huy Phan, Emmanouil Benetos
2022IEEE International Conference on Acoustics, Speech, and Signal Processing20 citations
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Improving Lyrics Alignment Through Joint Pitch Detection
Jia-Wen Huang, Emmanouil Benetos, Sebastian Ewert
2022IEEE International Conference on Acoustics, Speech, and Signal Processing20 citations
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Generalized Multi-Source Inference for Text Conditioned Music Diffusion Models
Emilian Postolache, Giorgio Mariani, Luca Cosmo, Emmanouil Benetos +1 more
2024IEEE International Conference on Acoustics, Speech, and Signal Processing17 citations Open access
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On the Effectiveness of Speech Self-supervised Learning for Music
Yi Ma, Ruibin Yuan, Yizhi Li, Ge Zhang +11 more
2023International Society for Music Information Retrieval Conference15 citations Open access
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Adaptive Scattering Transforms for Playing Technique Recognition
Chang-Hong Wang, Emmanouil Benetos, Vincent Lostanlen, E. Chew
2022IEEE/ACM Transactions on Audio Speech and Language Processing14 citations Open access
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Domain-Invariant Representation Learning of Bird Sounds
Ilyass Moummad, Romain Serizel, Emmanouil Benetos, Nicolas Farrugia
2024IEEE International Conference on Acoustics, Speech, and Signal Processing13 citations
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A Comparison Of Deep Learning MOS Predictors For Speech Synthesis Quality
Alessandro Ragano, Emmanouil Benetos, Michael Chinen, H. Martinez +3 more
2022Irish Signals and Systems Conference13 citations Open access
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EnsembleSet: a new high quality synthesised dataset for chamber ensemble separation
Saurjya Sarkar, Emmanouil Benetos, Mark B. Sandler
2022International Society for Music Information Retrieval Conference13 citations
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Learning Music Representations with wav2vec 2.0
Alessandro Ragano, Emmanouil Benetos, Andrew Hines
2022Irish Conference on Artificial Intelligence and Cognitive Science12 citations Open access
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GraFPrint: A GNN-Based Approach for Audio Identification
Aditya Bhattacharjee, Shubhr Singh, Emmanouil Benetos
2024IEEE International Conference on Acoustics, Speech, and Signal Processing11 citations Open access
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CMI-RewardBench: Evaluating Music Reward Models with Compositional Multimodal Instruction
Yi Ma, Hai-Wen Xia, Hewei Gao, Weixiong Chen +8 more
2026arXiv.org10 citations
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Towards a Unified Representation Evaluation Framework Beyond Downstream Tasks
Christos Plachouras, Julien Guinot, George Fazekas, Elio Quinton +2 more
2025arXiv.org10 citations
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From West to East: Who can understand the music of the others better?
Charilaos Papaioannou, Emmanouil Benetos, A. Potamianos
2023International Society for Music Information Retrieval Conference10 citations Open access
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Mertech: Instrument Playing Technique Detection Using Self-Supervised Pretrained Model with Multi-Task Finetuning
Dichucheng Li, Yi Ma, Weixing Wei, Qiu-Qiang Kong +5 more
2023IEEE International Conference on Acoustics, Speech, and Signal Processing9 citations Open access
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Leveraging Synthetic Data for Improving Chamber Ensemble Separation
Saurjya Sarkar, L. Thorpe, Emmanouil Benetos, Mark B. Sandler
2023IEEE Workshop on Applications of Signal Processing to Audio and Acoustics9 citations Open access
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EXPLAINING THE DECISIONS OF ANOMALOUS SOUND DETECTORS
Kimberly T. Mai, Toby O. Davies, L. Griffin, Emmanouil Benetos
20229 citations
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LC-Protonets: Multi-Label Few-Shot Learning for World Music Audio Tagging
Charilaos Papaioannou, Emmanouil Benetos, Alexandros Potamianos
2024IEEE Open Journal of Signal Processing8 citations Open access
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