| 2025 | ICASSP | GraFPrint: A GNN-Based Approach for Audio Identification. | Aditya Bhattacharjee, Shubhr Singh, Emmanouil Benetos |
| 2025 | ICASSP | Acoustic Identification of Individual Animals with Hierarchical Contrastive Learning. | Ins Nolasco, Ilyass Moummad, Dan Stowell, Emmanouil Benetos |
| 2025 | ICASSP | Twenty-Five Years of MIR Research: Achievements, Practices, Evaluations, and Future Challenges. | Geoffroy Peeters, Zafar Rafii, Magdalena Fuentes, Zhiyao Duan, Emmanouil Benetos, Juhan Nam, Yuki Mitsufuji |
| 2025 | ICASSP | Learning Music Audio Representations With Limited Data. | Christos Plachouras, Emmanouil Benetos, Johan Pauwels |
| 2025 | ICASSP | LHGNN: Local-Higher Order Graph Neural Networks For Audio Classification and Tagging. | Shubhr Singh, Emmanouil Benetos, Huy Phan, Dan Stowell |
| 2025 | ICLR | MuPT: A Generative Symbolic Music Pretrained Transformer. | Xingwei Qu, Yuelin Bai, Yinghao Ma, Ziya Zhou, Ka Man Lo, Jiaheng Liu, Ruibin Yuan, Lejun Min, Xueling Liu, Tianyu Zhang, Xeron Du, Shuyue Guo, Yiming Liang, Yizhi Li, Shangda Wu, Junting Zhou, Tianyu Zheng, Ziyang Ma, Fengze Han, Wei Xue, Gus Xia, Emmanouil Benetos, Xiang Yue, Chenghua Lin, Xu Tan, Wenhao Huang, Jie Fu, Ge Zhang |
| 2025 | IJCNN | Position Paper: Towards a Unified Representation Evaluation Framework Beyond Downstream Tasks. | Christos Plachouras, Julien Guinot, Gyrgy Fazekas, Elio Quinton, Emmanouil Benetos, Johan Pauwels |
| 2025 | Interspeech | Enhancing Lyrics Transcription on Music Mixtures with Consistency Loss. | Jiawen Huang, Felipe Sousa, Emir Demirel, Emmanouil Benetos, Igor Gadelha |
| 2024 | ACL | ChatMusician: Understanding and Generating Music Intrinsically with LLM. | Ruibin Yuan, Hanfeng Lin, Yi Wang, Zeyue Tian, Shangda Wu, Tianhao Shen, Ge Zhang, Yuhang Wu, Cong Liu, Ziya Zhou, Liumeng Xue, Ziyang Ma, Qin Liu, Tianyu Zheng, Yizhi Li, Yinghao Ma, Yiming Liang, Xiaowei Chi, Ruibo Liu, Zili Wang, Chenghua Lin, Qifeng Liu, Tao Jiang, Wenhao Huang, Wenhu Chen, Jie Fu, Emmanouil Benetos, Gus Xia, Roger B. Dannenberg, Wei Xue, Shiyin Kang, Yike Guo |
| 2024 | ICASSP | Learning from Taxonomy: Multi-Label Few-Shot Classification for Everyday Sound Recognition. | Jinhua Liang, Huy Phan, Emmanouil Benetos |
| 2024 | ICASSP | Mertech: Instrument Playing Technique Detection Using Self-Supervised Pretrained Model with Multi-Task Finetuning. | Dichucheng Li, Yinghao Ma, Weixing Wei, Qiuqiang Kong, Yulun Wu, Mingjin Che, Fan Xia, Emmanouil Benetos, Wei Li |
| 2024 | ICASSP | Generalized Multi-Source Inference for Text Conditioned Music Diffusion Models. | Emilian Postolache, Giorgio Mariani, Luca Cosmo, Emmanouil Benetos, Emanuele Rodol |
| 2024 | ICLR | MERT: Acoustic Music Understanding Model with Large-Scale Self-supervised Training. | Yizhi Li, Ruibin Yuan, Ge Zhang, Yinghao Ma, Xingran Chen, Hanzhi Yin, Chenghao Xiao, Chenghua Lin, Anton Ragni, Emmanouil Benetos, Norbert Gyenge, Roger B. Dannenberg, Ruibo Liu, Wenhu Chen, Gus Xia, Yemin Shi, Wenhao Huang, Zili Wang, Yike Guo, Jie Fu |
| 2024 | NAACL | MusiLingo: Bridging Music and Text with Pre-trained Language Models for Music Captioning and Query Response. | Zihao Deng, Yinghao Ma, Yudong Liu, Rongchen Guo, Ge Zhang, Wenhu Chen, Wenhao Huang, Emmanouil Benetos |
| 2023 | ICASSP | Audio Quality Assessment of Vinyl Music Collections Using Self-Supervised Learning. | Alessandro Ragano, Emmanouil Benetos, Andrew Hines |
| 2023 | Interspeech | Adapting Language-Audio Models as Few-Shot Audio Learners. | Jinhua Liang, Xubo Liu, Haohe Liu, Huy Phan, Emmanouil Benetos, Mark D. Plumbley, Wenwu Wang |
| 2022 | ICASSP | Improving Lyrics Alignment Through Joint Pitch Detection. | Jiawen Huang, Emmanouil Benetos, Sebastian Ewert |
| 2022 | ICASSP | Learning Music Audio Representations Via Weak Language Supervision. | Ilaria Manco, Emmanouil Benetos, Elio Quinton, Gyrgy Fazekas |
| 2022 | ICASSP | Exploring Transformer's Potential on Automatic Piano Transcription. | Longshen Ou, Ziyi Guo, Emmanouil Benetos, Jiqing Han, Ye Wang |
| 2021 | ICASSP | Joint Multi-Pitch Detection and Score Transcription for Polyphonic Piano Music. | Lele Liu, Veronica Morfi, Emmanouil Benetos |
| 2021 | ICASSP | Prototypical Networks for Domain Adaptation in Acoustic Scene Classification. | Shubhr Singh, Helen L. Bear, Emmanouil Benetos |
| 2021 | IJCNN | Revisiting the Onsets and Frames Model with Additive Attention. | Kin Wai Cheuk, Yin-Jyun Luo, Emmanouil Benetos, Dorien Herremans |
| 2021 | IJCNN | MusCaps: Generating Captions for Music Audio. | Ilaria Manco, Emmanouil Benetos, Elio Quinton, Gyrgy Fazekas |
| 2021 | Interspeech | An Evaluation of Data Augmentation Methods for Sound Scene Geotagging. | Helen L. Bear, Veronica Morfi, Emmanouil Benetos |
| 2021 | Interspeech | Vocal Harmony Separation Using Time-Domain Neural Networks. | Saurjya Sarkar, Emmanouil Benetos, Mark B. Sandler |
| 2021 | QoMEX | More for Less: Non-Intrusive Speech Quality Assessment with Limited Annotations. | Alessandro Ragano, Emmanouil Benetos, Andrew Hines |
| 2020 | ICASSP | A-CRNN: A Domain Adaptation Model for Sound Event Detection. | Wei Wei, Hongning Zhu, Emmanouil Benetos, Ye Wang |
| 2020 | ICASSP | Modeling Plate and Spring Reverberation Using A DSP-Informed Deep Neural Network. | Marco A. Martnez Ramrez, Emmanouil Benetos, Joshua D. Reiss |
| 2020 | ICASSP | A Study on the Transferability of Adversarial Attacks in Sound Event Classification. | Vinod Subramanian, Arjun Pankajakshan, Emmanouil Benetos, Ning Xu, SKoT McDonald, Mark B. Sandler |
| 2020 | ICASSP | Playing Technique Recognition by Joint Time-Frequency Scattering. | Changhong Wang, Vincent Lostanlen, Emmanouil Benetos, Elaine Chew |
| 2020 | ICPR | The Effect of Spectrogram Reconstruction on Automatic Music Transcription: An Alternative Approach to Improve Transcription Accuracy. | Kin Wai Cheuk, Yin-Jyun Luo, Emmanouil Benetos, Dorien Herremans |
| 2020 | IJCNN | Reliable Local Explanations for Machine Listening. | Saumitra Mishra, Emmanouil Benetos, Bob L. T. Sturm, Simon Dixon |
| 2020 | Interspeech | Memory Controlled Sequential Self Attention for Sound Recognition. | Arjun Pankajakshan, Helen L. Bear, Vinod Subramanian, Emmanouil Benetos |
| 2020 | Interspeech | Development of a Speech Quality Database Under Uncontrolled Conditions. | Alessandro Ragano, Emmanouil Benetos, Andrew Hines |
| 2020 | QoMEX | Audio Impairment Recognition using a Correlation-Based Feature Representation. | Alessandro Ragano, Emmanouil Benetos, Andrew Hines |
| 2019 | ICASSP | Automatic Transcription of Diatonic Harmonica Recordings. | Filipe Lins, Marcelo O. Johann, Emmanouil Benetos, Rodrigo Schramm |
| 2019 | ICASSP | Audio-based Identification of Beehive States. | Ins Nolasco, Alessandro Terenzi, Stefania Cecchi, Simone Orcioni, Helen L. Bear, Emmanouil Benetos |
| 2019 | ICASSP | SubSpectralNet - Using Sub-spectrogram Based Convolutional Neural Networks for Acoustic Scene Classification. | Sai Samarth R. Phaye, Emmanouil Benetos, Ye Wang |
| 2019 | Interspeech | Towards Joint Sound Scene and Polyphonic Sound Event Recognition. | Helen L. Bear, Ins Nolasco, Emmanouil Benetos |
| 2019 | Interspeech | Ensemble Models for Spoofing Detection in Automatic Speaker Verification. | Bhusan Chettri, Daniel Stoller, Veronica Morfi, Marco A. Martnez Ramrez, Emmanouil Benetos, Bob L. T. Sturm |
| 2019 | QoMEX | Adapting the Quality of Experience Framework for Audio Archive Evaluation. | Alessandro Ragano, Emmanouil Benetos, Andrew Hines |
| 2018 | ICASSP | Towards Complete Polyphonic Music Transcription: Integrating Multi-Pitch Detection and Rhythm Quantization. | Eita Nakamura, Emmanouil Benetos, Kazuyoshi Yoshii, Simon Dixon |
| 2018 | ICASSP | Polyphonic Music Sequence Transduction with Meter-Constrained LSTM Networks. | Adrien Ycart, Emmanouil Benetos |
| 2017 | IJCNN | On the memory properties of recurrent neural models. | Arthur Jack Russell, Emmanouil Benetos, Artur S. d'Avila Garcez |
| 2016 | ICASSP | Detection of overlapping acoustic events using a temporally-constrained probabilistic model. | Emmanouil Benetos, Grgoire Lafay, Mathieu Lagrange, Mark D. Plumbley |
| 2015 | ICASSP | A hybrid recurrent neural network for music transcription. | Siddharth Sigtia, Emmanouil Benetos, Nicolas Boulanger-Lewandowski, Tillman Weyde, Artur S. d'Avila Garcez, Simon Dixon |
| 2014 | ICASSP | Automatic transcription of pitched and unpitched sounds from polyphonic music. | Emmanouil Benetos, Sebastian Ewert, Tillman Weyde |
| 2014 | ICASSP | Improving instrument recognition in polyphonic music through system integration. | Dimitrios Giannoulis, Emmanouil Benetos, Anssi Klapuri, Mark D. Plumbley |
| 2014 | IJCNN | Learning motion-difference features using Gaussian restricted Boltzmann machines for efficient human action recognition. | Son Ngoc Tran, Emmanouil Benetos, Artur S. d'Avila Garcez |
| 2011 | ICASSP | Polyphonic music transcription using note onset and offset detection. | Emmanouil Benetos, Simon Dixon |
| 2010 | Interspeech | Multiple-F0 estimation of piano sounds exploiting spectral structure and temporal evolution. | Emmanouil Benetos, Simon Dixon |
| 2007 | MMSP | Systematic comparison of BIC-based speaker segmentation systems. | Vassiliki Moschou, Margarita Kotti, Emmanouil Benetos, Constantine Kotropoulos |
| 2006 | ICASSP | Musical Instrument Classification using Non-Negative Matrix Factorization Algorithms and Subset Feature Selection. | Emmanouil Benetos, Margarita Kotti, Constantine Kotropoulos |
| 2006 | ISCAS | Musical instrument classification using non-negative matrix factorization algorithms. | Emmanouil Benetos, Margarita Kotti, Constantine Kotropoulos |
| 2006 | ISCAS | Automatic speaker change detection with the Bayesian information criterion using MPEG-7 features and a fusion scheme. | Margarita Kotti, Emmanouil Benetos, Constantine Kotropoulos |