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ORCIDEmmanouil Benetos
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- affiliation: Queen Mary University of London, UK
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2020 – today
- 2024
[j29]Drew Edwards
, Simon Dixon, Emmanouil Benetos, Akira Maezawa, Yuta Kusaka:
A Data-Driven Analysis of Robust Automatic Piano Transcription. IEEE Signal Process. Lett. 31: 681-685 (2024)- [j28]Shubhr Singh, Christian J. Steinmetz, Emmanouil Benetos, Huy Phan, Dan Stowell:
ATGNN: Audio Tagging Graph Neural Network. IEEE Signal Process. Lett. 31: 825-829 (2024) - [j27]Yanxiong Li, Wenchang Cao, Wei Xie, Jialong Li, Emmanouil Benetos:
Few-Shot Class-Incremental Audio Classification Using Dynamically Expanded Classifier With Self-Attention Modified Prototypes. IEEE Trans. Multim. 26: 1346-1360 (2024) - [c116]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:
ChatMusician: Understanding and Generating Music Intrinsically with LLM. ACL (Findings) 2024: 6252-6271 - [c115]Jiawen Huang, Emmanouil Benetos:
Towards Building an End-to-End Multilingual Automatic Lyrics Transcription Model. EUSIPCO 2024: 146-150 - [c114]Jinhua Liang, Inês Nolasco, Burooj Ghani, Huy Phan, Emmanouil Benetos, Dan Stowell:
Mind the Domain Gap: A Systematic Analysis on Bioacoustic Sound Event Detection. EUSIPCO 2024: 1257-1261 - [c113]Dichucheng Li, Yinghao Ma, Weixing Wei, Qiuqiang Kong, Yulun Wu, Mingjin Che, Fan Xia, Emmanouil Benetos, Wei Li:
Mertech: Instrument Playing Technique Detection Using Self-Supervised Pretrained Model with Multi-Task Finetuning. ICASSP 2024: 521-525 - [c112]Jinhua Liang, Huy Phan, Emmanouil Benetos:
Learning from Taxonomy: Multi-Label Few-Shot Classification for Everyday Sound Recognition. ICASSP 2024: 771-775 - [c111]Emilian Postolache, Giorgio Mariani, Luca Cosmo, Emmanouil Benetos, Emanuele Rodolà:
Generalized Multi-Source Inference for Text Conditioned Music Diffusion Models. ICASSP 2024: 6980-6984 - [c110]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:
MERT: Acoustic Music Understanding Model with Large-Scale Self-supervised Training. ICLR 2024 - [c109]Sungkyun Chang, Emmanouil Benetos, Holger Kirchhoff, Simon Dixon:
YourMT3+: Multi-Instrument Music Transcription with Enhanced Transformer Architectures and Cross-Dataset STEM Augmentation. MLSP 2024: 1-6 - [c108]Zihao Deng, Yinghao Ma, Yudong Liu, Rongchen Guo, Ge Zhang, Wenhu Chen, Wenhao Huang, Emmanouil Benetos:
MusiLingo: Bridging Music and Text with Pre-trained Language Models for Music Captioning and Query Response. NAACL-HLT (Findings) 2024: 3643-3655 - [i70]Drew Edwards, Simon Dixon, Emmanouil Benetos, Akira Maezawa, Yuta Kusaka:
A Data-Driven Analysis of Robust Automatic Piano Transcription. CoRR abs/2402.01424 (2024) - [i69]Ruibin Yuan, Hanfeng Lin, Yi Wang, Zeyue Tian, Shangda Wu, Tianhao Shen, Ge Zhang, Yuhang Wu, Cong Liu, Ziya Zhou, Ziyang Ma, Liumeng Xue, Ziyu Wang, Qin Liu, Tianyu Zheng, Yizhi Li, Yinghao Ma, Yiming Liang, Xiaowei Chi, Ruibo Liu, Zili Wang, Pengfei Li, Jingcheng Wu, Chenghua Lin, Qifeng Liu, Tao Jiang, Wenhao Huang, Wenhu Chen, Emmanouil Benetos, Jie Fu, Gus Xia, Roger B. Dannenberg, Wei Xue, Shiyin Kang, Yike Guo:
ChatMusician: Understanding and Generating Music Intrinsically with LLM. CoRR abs/2402.16153 (2024) - [i68]Emilian Postolache, Giorgio Mariani, Luca Cosmo, Emmanouil Benetos, Emanuele Rodolà:
Generalized Multi-Source Inference for Text Conditioned Music Diffusion Models. CoRR abs/2403.11706 (2024) - [i67]Xingwei Qu, Yuelin Bai, Yinghao Ma, Ziya Zhou, Ka Man Lo, Jiaheng Liu, Ruibin Yuan, Lejun Min, Xueling Liu, Tianyu Zhang, Xinrun 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, Stephen W. Huang, Wenhu Chen, Jie Fu, Ge Zhang:
MuPT: A Generative Symbolic Music Pretrained Transformer. CoRR abs/2404.06393 (2024) - [i66]Qixin Deng, Qikai Yang, Ruibin Yuan, Yipeng Huang, Yi Wang, Xubo Liu, Zeyue Tian, Jiahao Pan, Ge Zhang, Hanfeng Lin, Yizhi Li, Yinghao Ma, Jie Fu, Chenghua Lin, Emmanouil Benetos, Wenwu Wang, Guangyu Xia, Wei Xue, Yike Guo:
ComposerX: Multi-Agent Symbolic Music Composition with LLMs. CoRR abs/2404.18081 (2024) - [i65]Alessio Xompero, Myriam Bontonou, Jean-Michel Arbona, Emmanouil Benetos, Andrea Cavallaro:
Explaining models relating objects and privacy. CoRR abs/2405.01646 (2024) - [i64]Ge Zhang, Scott Qu, Jiaheng Liu, Chenchen Zhang, Chenghua Lin, Chou Leuang Yu, Danny Pan, Esther Cheng, Jie Liu, Qunshu Lin, Raven Yuan, Tuney Zheng, Wei Pang, Xinrun Du, Yiming Liang, Yinghao Ma, Yizhi Li, Ziyang Ma, Bill Y. Lin, Emmanouil Benetos, Huan Yang, Junting Zhou, Kaijing Ma, Minghao Liu, Morry Niu, Noah Wang, Quehry Que, Ruibo Liu, Sine Liu, Shawn Guo, Soren Gao, Wangchunshu Zhou, Xinyue Zhang, Yizhi Zhou, Yubo Wang, Yuelin Bai, Yuhan Zhang, Yuxiang Zhang, Zenith Wang, Zhenzhu Yang, Zijian Zhao, Jiajun Zhang, Wanli Ouyang, Wenhao Huang, Wenhu Chen:
MAP-Neo: Highly Capable and Transparent Bilingual Large Language Model Series. CoRR abs/2405.19327 (2024) - [i63]Jiawen Huang, Emmanouil Benetos:
Towards Building an End-to-End Multilingual Automatic Lyrics Transcription Model. CoRR abs/2406.17618 (2024) - [i62]Sungkyun Chang, Emmanouil Benetos, Holger Kirchhoff, Simon Dixon:
YourMT3+: Multi-instrument Music Transcription with Enhanced Transformer Architectures and Cross-dataset Stem Augmentation. CoRR abs/2407.04822 (2024) - [i61]Ziya Zhou, Yuhang Wu, Zhiyue Wu, Xinyue Zhang, Ruibin Yuan, Yinghao Ma, Lu Wang, Emmanouil Benetos, Wei Xue, Yike Guo:
Can LLMs "Reason" in Music? An Evaluation of LLMs' Capability of Music Understanding and Generation. CoRR abs/2407.21531 (2024) - [i60]Benno Weck, Ilaria Manco, Emmanouil Benetos, Elio Quinton, George Fazekas, Dmitry Bogdanov:
MuChoMusic: Evaluating Music Understanding in Multimodal Audio-Language Models. CoRR abs/2408.01337 (2024) - [i59]Yinghao Ma, Anders Øland, Anton Ragni, Bleiz Macsen Del Sette, Charalampos Saitis, Chris Donahue, Chenghua Lin, Christos Plachouras, Emmanouil Benetos, Elio Quinton, Elona Shatri, Fabio Morreale, Ge Zhang, György Fazekas, Gus Xia, Huan Zhang, Ilaria Manco, Jiawen Huang, Julien Guinot, Liwei Lin, Luca Marinelli, Max W. Y. Lam, Megha Sharma, Qiuqiang Kong, Roger B. Dannenberg, Ruibin Yuan, Shangda Wu, Shih-Lun Wu, Shuqi Dai, Shun Lei, Shiyin Kang, Simon Dixon, Wenhu Chen, Wenhao Huang, Xingjian Du, Xingwei Qu, Xu Tan, Yizhi Li, Zeyue Tian, Zhiyong Wu, Zhizheng Wu, Ziyang Ma, Ziyu Wang:
Foundation Models for Music: A Survey. CoRR abs/2408.14340 (2024) - [i58]Ilyass Moummad, Romain Serizel, Emmanouil Benetos, Nicolas Farrugia:
Domain-Invariant Representation Learning of Bird Sounds. CoRR abs/2409.08589 (2024) - [i57]Inês Nolasco, Ilyass Moummad, Dan Stowell, Emmanouil Benetos:
Acoustic identification of individual animals with hierarchical contrastive learning. CoRR abs/2409.08673 (2024) - [i56]Charilaos Papaioannou, Emmanouil Benetos, Alexandros Potamianos:
LC-Protonets: Multi-label Few-shot learning for world music audio tagging. CoRR abs/2409.11264 (2024) - [i55]Yizhi Li, Ge Zhang, Yinghao Ma, Ruibin Yuan, Kang Zhu, Hangyu Guo, Yiming Liang, Jiaheng Liu, Jian Yang, Siwei Wu, Xingwei Qu, Jinjie Shi, Xinyue Zhang, Zhenzhu Yang, Xiangzhou Wang, Zhaoxiang Zhang, Zachary Liu, Emmanouil Benetos, Wenhao Huang, Chenghua Lin:
OmniBench: Towards The Future of Universal Omni-Language Models. CoRR abs/2409.15272 (2024) - [i54]Aditya Bhattacharjee, Shubhr Singh, Emmanouil Benetos:
GraFPrint: A GNN-Based Approach for Audio Identification. CoRR abs/2410.10994 (2024) - [i53]Christian J. Steinmetz, Shubhr Singh, Marco Comunità, Ilias Ibnyahya, Shanxin Yuan, Emmanouil Benetos, Joshua D. Reiss:
ST-ITO: Controlling Audio Effects for Style Transfer with Inference-Time Optimization. CoRR abs/2410.21233 (2024) - 2023
- [j26]Drew Edwards, Simon Dixon, Emmanouil Benetos:
PiJAMA: Piano Jazz with Automatic MIDI Annotations. Trans. Int. Soc. Music. Inf. Retr. 6(1): 89-102 (2023) - [c107]Alessandro Ragano, Emmanouil Benetos, Andrew Hines:
Learning Music Representations with wav2vec 2.0. AICS 2023: 1-6 - [c106]Alessandro Ragano, Emmanouil Benetos, Andrew Hines:
Audio Quality Assessment of Vinyl Music Collections Using Self-Supervised Learning. ICASSP 2023: 1-5 - [c105]Jinhua Liang, Xubo Liu, Haohe Liu, Huy Phan, Emmanouil Benetos, Mark D. Plumbley, Wenwu Wang:
Adapting Language-Audio Models as Few-Shot Audio Learners. INTERSPEECH 2023: 276-280 - [c104]Charilaos Papaioannou, Emmanouil Benetos, Alexandros Potamianos:
From West to East: Who Can Understand the Music of the Others Better? ISMIR 2023: 311-318 - [c103]Le Zhuo, Ruibin Yuan, Jiahao Pan, Yinghao Ma, Yizhi Li, Ge Zhang, Si Liu, Roger B. Dannenberg, Jie Fu, Chenghua Lin, Emmanouil Benetos, Wenhu Chen, Wei Xue, Yike Guo:
LyricWhiz: Robust Multilingual Zero-Shot Lyrics Transcription by Whispering to ChatGPT. ISMIR 2023: 343-351 - [c102]Yinghao Ma, Ruibin Yuan, Yizhi Li, Ge Zhang, Chenghua Lin, Xingran Chen, Anton Ragni, Hanzhi Yin, Emmanouil Benetos, Norbert Gyenge, Ruibo Liu, Gus Xia, Roger B. Dannenberg, Yike Guo, Jie Fu:
On the Effectiveness of Speech Self-Supervised Learning for Music. ISMIR 2023: 457-465 - [c101]Ruibin Yuan, Yinghao Ma, Yizhi Li, Ge Zhang, Xingran Chen, Hanzhi Yin, Le Zhuo, Yiqi Liu, Jiawen Huang, Zeyue Tian, Binyue Deng, Ningzhi Wang, Chenghua Lin, Emmanouil Benetos, Anton Ragni, Norbert Gyenge, Roger B. Dannenberg, Wenhu Chen, Gus Xia, Wei Xue, Si Liu, Shi Wang, Ruibo Liu, Yike Guo, Jie Fu:
MARBLE: Music Audio Representation Benchmark for Universal Evaluation. NeurIPS 2023 - [c100]Saurjya Sarkar, Louise Thorpe, Emmanouil Benetos, Mark Sandler:
Leveraging Synthetic Data for Improving Chamber Ensemble Separation. WASPAA 2023: 1-5 - [c99]Cyrus Vahidi, Shubhr Singh, Emmanouil Benetos, Huy Phan, Dan Stowell, György Fazekas, Mathieu Lagrange:
Perceptual Musical Similarity Metric Learning with Graph Neural Networks. WASPAA 2023: 1-5 - [d35]Sungkyun Chang, Simon Dixon, Emmanouil Benetos:
Slakh2100-16k for YourMT3. Zenodo, 2023
- [d34]Sungkyun Chang, Simon Dixon, Emmanouil Benetos:
MusicNet-16k + EM for YourMT3. Version 1. Zenodo, 2023 [all versions] - [d33]Sungkyun Chang, Simon Dixon, Emmanouil Benetos:
MusicNet-16k + EM for YourMT3. Version 2. Zenodo, 2023 [all versions] - [d32]Sungkyun Chang, Simon Dixon, Emmanouil Benetos:
MusicNet-16k + EM for YourMT3. Version 3. Zenodo, 2023 [all versions] - [d31]Sungkyun Chang, Simon Dixon, Emmanouil Benetos:
MusicNet-16k + EM for YourMT3. Version 4. Zenodo, 2023 [all versions] - [d30]Sungkyun Chang, Simon Dixon, Emmanouil Benetos:
MusicNet-16k + EM for YourMT3. Version 5. Zenodo, 2023 [all versions] - [d29]Sungkyun Chang, Simon Dixon, Emmanouil Benetos:
MusicNet-16k + EM for YourMT3. Version 6. Zenodo, 2023 [all versions] - [d28]Sungkyun Chang, Simon Dixon, Emmanouil Benetos:
MusicNet-16k + EM for YourMT3. Version 7. Zenodo, 2023 [all versions] - [d27]Sungkyun Chang, Simon Dixon, Emmanouil Benetos:
MusicNet-16k + EM for YourMT3. Version 8. Zenodo, 2023 [all versions] - [d26]Sungkyun Chang, Simon Dixon, Emmanouil Benetos:
MusicNet-16k + EM for YourMT3. Version 11. Zenodo, 2023 [all versions] - [d25]Sungkyun Chang, Simon Dixon, Emmanouil Benetos:
MusicNet-16k + EM for YourMT3. Version 12. Zenodo, 2023 [all versions] - [d24]Sungkyun Chang, Simon Dixon, Emmanouil Benetos:
MusicNet-16k + EM for YourMT3. Version 13. Zenodo, 2023 [all versions] - [d23]Sungkyun Chang, Simon Dixon, Emmanouil Benetos:
MusicNet-16k + EM for YourMT3. Version 14. Zenodo, 2023 [all versions] - [d22]Sungkyun Chang, Simon Dixon, Emmanouil Benetos:
MusicNet-16k + EM for YourMT3. Version 15. Zenodo, 2023 [all versions] - [d21]Sungkyun Chang, Simon Dixon, Emmanouil Benetos:
MusicNet-16k + EM for YourMT3. Version 16. Zenodo, 2023 [all versions] - [d20]Sungkyun Chang, Simon Dixon, Emmanouil Benetos:
MusicNet-16k + EM for YourMT3. Version 17. Zenodo, 2023 [all versions] - [d19]Sungkyun Chang, Simon Dixon, Emmanouil Benetos:
MusicNet-16k + EM for YourMT3. Version 18. Zenodo, 2023 [all versions] - [d18]Sungkyun Chang, Simon Dixon, Emmanouil Benetos:
MusicNet-16k + EM for YourMT3. Version 19. Zenodo, 2023 [all versions] - [d17]Sungkyun Chang, Simon Dixon, Emmanouil Benetos:
MusicNet-16k + EM for YourMT3. Version 20. Zenodo, 2023 [all versions] - [d16]Sungkyun Chang, Simon Dixon, Emmanouil Benetos:
MusicNet-16k + EM for YourMT3. Version 21. Zenodo, 2023 [all versions] - [d15]Sungkyun Chang, Simon Dixon, Emmanouil Benetos:
MusicNet-16k + EM for YourMT3. Version 22. Zenodo, 2023 [all versions] - [d14]Sungkyun Chang, Simon Dixon, Emmanouil Benetos:
MusicNet-16k + EM for YourMT3. Version 23. Zenodo, 2023 [all versions] - [d13]Sungkyun Chang, Simon Dixon, Emmanouil Benetos:
YourMT3 dataset (Part 1). Version 24. Zenodo, 2023 [all versions] - [d12]Drew Edwards, Simon Dixon, Emmanouil Benetos:
PiJAMA: Piano Jazz with Automatic MIDI Annotations. Zenodo, 2023 - [i52]Jinhua Liang, Xubo Liu, Haohe Liu, Huy Phan, Emmanouil Benetos, Mark D. Plumbley, Wenwu Wang:
Adapting Language-Audio Models as Few-Shot Audio Learners. CoRR abs/2305.17719 (2023) - [i51]Yizhi Li, Ruibin Yuan, Ge Zhang, Yinghao Ma, Xingran Chen, Hanzhi Yin, Chenghua Lin, Anton Ragni, Emmanouil Benetos, Norbert Gyenge, Roger B. Dannenberg, Ruibo Liu, Wenhu Chen, Gus Xia, Yemin Shi, Wenhao Huang, Yike Guo, Jie Fu:
MERT: Acoustic Music Understanding Model with Large-Scale Self-supervised Training. CoRR abs/2306.00107 (2023) - [i50]Ruibin Yuan, Yinghao Ma, Yizhi Li, Ge Zhang, Xingran Chen, Hanzhi Yin, Le Zhuo, Yiqi Liu, Jiawen Huang, Zeyue Tian, Binyue Deng, Ningzhi Wang, Chenghua Lin, Emmanouil Benetos, Anton Ragni, Norbert Gyenge, Roger B. Dannenberg, Wenhu Chen, Gus Xia, Wei Xue, Si Liu, Shi Wang, Ruibo Liu, Yike Guo, Jie Fu:
MARBLE: Music Audio Representation Benchmark for Universal Evaluation. CoRR abs/2306.10548 (2023) - [i49]Le Zhuo, Ruibin Yuan, Jiahao Pan, Yinghao Ma, Yizhi Li, Ge Zhang, Si Liu, Roger B. Dannenberg, Jie Fu, Chenghua Lin, Emmanouil Benetos, Wenhu Chen, Wei Xue, Yike Guo:
LyricWhiz: Robust Multilingual Zero-shot Lyrics Transcription by Whispering to ChatGPT. CoRR abs/2306.17103 (2023) - [i48]Yinghao Ma, Ruibin Yuan, Yizhi Li, Ge Zhang, Xingran Chen, Hanzhi Yin, Chenghua Lin, Emmanouil Benetos, Anton Ragni, Norbert Gyenge, Ruibo Liu, Gus Xia, Roger B. Dannenberg, Yike Guo, Jie Fu:
On the Effectiveness of Speech Self-supervised Learning for Music. CoRR abs/2307.05161 (2023) - [i47]Charilaos Papaioannou, Emmanouil Benetos, Alexandros Potamianos:
From West to East: Who can understand the music of the others better? CoRR abs/2307.09795 (2023) - [i46]Zihao Deng, Yinghao Ma, Yudong Liu, Rongchen Guo, Ge Zhang, Wenhu Chen, Wenhao Huang, Emmanouil Benetos:
MusiLingo: Bridging Music and Text with Pre-trained Language Models for Music Captioning and Query Response. CoRR abs/2309.08730 (2023) - [i45]Dichucheng Li, Yinghao Ma, Weixing Wei, Qiuqiang Kong, Yulun Wu, Mingjin Che, Fan Xia, Emmanouil Benetos, Wei Li:
MERTech: Instrument Playing Technique Detection Using Self-Supervised Pretrained Model With Multi-Task Finetuning. CoRR abs/2310.09853 (2023) - [i44]Shubhr Singh, Christian J. Steinmetz, Emmanouil Benetos, Huy Phan, Dan Stowell:
ATGNN: Audio Tagging Graph Neural Network. CoRR abs/2311.01526 (2023) - [i43]Ilaria Manco, Benno Weck, Seungheon Doh, Minz Won, Yixiao Zhang, Dmitry Bogdanov, Yusong Wu, Ke Chen, Philip Tovstogan, Emmanouil Benetos, Elio Quinton, György Fazekas, Juhan Nam:
The Song Describer Dataset: a Corpus of Audio Captions for Music-and-Language Evaluation. CoRR abs/2311.10057 (2023) - 2022
- [j25]Andre Holzapfel, Emmanouil Benetos, Andrew Killick, Richard Widdess:
Humanities and engineering perspectives on music transcription. Digit. Scholarsh. Humanit. 37(3): 747-764 (2022) - [j24]Alessandro Terenzi, Nicola Ortolani, Inês Nolasco, Emmanouil Benetos, Stefania Cecchi:
Comparison of Feature Extraction Methods for Sound-Based Classification of Honey Bee Activity. IEEE ACM Trans. Audio Speech Lang. Process. 30: 112-122 (2022) - [j23]Changhong Wang, Emmanouil Benetos, Vincent Lostanlen, Elaine Chew:
Adaptive Scattering Transforms for Playing Technique Recognition. IEEE ACM Trans. Audio Speech Lang. Process. 30: 1407-1421 (2022) - [c98]Jinhua Liang, Huy Phan, Emmanouil Benetos:
Leveraging Label Hierachies for Few-Shot Everyday Sound Recognition. DCASE 2022 - [c97]Kimberly T. Mai, Toby Davies, Lewis D. Griffin, Emmanouil Benetos:
Explaining the Decision of Anomalous Sound Detectors. DCASE 2022 - [c96]Changhong Wang, Emmanouil Benetos, Shuge Wang, Elisabetta Versace:
Joint Scattering for Automatic Chick Call Recognition. EUSIPCO 2022: 195-199 - [c95]Shubhr Singh, Huy Phan, Emmanouil Benetos:
Hypernetworks for Sound event Detection: a Proof-of-Concept. EUSIPCO 2022: 429-433 - [c94]Jiawen Huang, Emmanouil Benetos, Sebastian Ewert:
Improving Lyrics Alignment Through Joint Pitch Detection. ICASSP 2022: 451-455 - [c93]Ilaria Manco, Emmanouil Benetos, Elio Quinton, György Fazekas:
Learning Music Audio Representations Via Weak Language Supervision. ICASSP 2022: 456-460 - [c92]Longshen Ou, Ziyi Guo, Emmanouil Benetos, Jiqing Han, Ye Wang:
Exploring Transformer's Potential on Automatic Piano Transcription. ICASSP 2022: 776-780 - [c91]Lele Liu, Qiuqiang Kong, Veronica Morfi, Emmanouil Benetos:
Performance MIDI-to-score conversion by neural beat tracking. ISMIR 2022: 395-402 - [c90]Saurjya Sarkar, Emmanouil Benetos, Mark Sandler:
EnsembleSet: a new high quality synthesised dataset for chamber ensemble separation. ISMIR 2022: 625-632 - [c89]Ilaria Manco, Emmanouil Benetos, Elio Quinton, George Fazekas:
Contrastive Audio-Language Learning for Music. ISMIR 2022: 640-649 - [d11]Jinhua Liang, Huy Phan, Emmanouil Benetos:
FSD-FS. Zenodo, 2022 - [d10]Saurjya Sarkar, Emmanouil Benetos, Mark Sandler:
EnsembleSet. Zenodo, 2022 - [i42]Jiawen Huang, Emmanouil Benetos, Sebastian Ewert:
Improving Lyrics Alignment through Joint Pitch Detection. CoRR abs/2202.01646 (2022) - [i41]Longshen Ou, Ziyi Guo, Emmanouil Benetos, Jiqing Han, Ye Wang:
Exploring Transformer's potential on automatic piano transcription. CoRR abs/2204.03898 (2022) - [i40]Alejandro Delgado, Charalampos Saitis, Emmanouil Benetos, Mark B. Sandler:
Deep Conditional Representation Learning for Drum Sample Retrieval by Vocalisation. CoRR abs/2204.04651 (2022) - [i39]Vinod Subramanian, Siddharth Gururani, Emmanouil Benetos, Mark B. Sandler:
Anomalous behaviour in loss-gradient based interpretability methods. CoRR abs/2207.07769 (2022) - [i38]Ilaria Manco, Emmanouil Benetos, Elio Quinton, György Fazekas:
Contrastive Audio-Language Learning for Music. CoRR abs/2208.12208 (2022) - [i37]Alessandro Ragano, Emmanouil Benetos, Andrew Hines:
Learning Music Representations with wav2vec 2.0. CoRR abs/2210.15310 (2022) - [i36]Yizhi Li, Ruibin Yuan, Ge Zhang, Yinghao Ma, Chenghua Lin, Xingran Chen, Anton Ragni, Hanzhi Yin, Zhijie Hu, Haoyu He, Emmanouil Benetos, Norbert Gyenge, Ruibo Liu, Jie Fu:
MAP-Music2Vec: A Simple and Effective Baseline for Self-Supervised Music Audio Representation Learning. CoRR abs/2212.02508 (2022) - [i35]Jinhua Liang, Huy Phan, Emmanouil Benetos:
Learning from Taxonomy: Multi-label Few-Shot Classification for Everyday Sound Recognition. CoRR abs/2212.08952 (2022) - 2021
- [j22]Carlos Lordelo, Emmanouil Benetos, Simon Dixon, Sven Ahlbäck, Patrik Ohlsson:
Adversarial Unsupervised Domain Adaptation for Harmonic-Percussive Source Separation. IEEE Signal Process. Lett. 28: 81-85 (2021) - [c88]Yudong Zhao, Changhong Wang, György Fazekas, Emmanouil Benetos, Mark B. Sandler:
Violinist identification based on vibrato features. EUSIPCO 2021: 381-385 - [c87]Lele Liu, Veronica Morfi, Emmanouil Benetos:
Joint Multi-Pitch Detection and Score Transcription for Polyphonic Piano Music. ICASSP 2021: 281-285 - [c86]Shubhr Singh, Helen L. Bear, Emmanouil Benetos:
Prototypical Networks for Domain Adaptation in Acoustic Scene Classification. ICASSP 2021: 346-350 - [c85]Kin Wai Cheuk, Yin-Jyun Luo, Emmanouil Benetos, Dorien Herremans:
Revisiting the Onsets and Frames Model with Additive Attention. IJCNN 2021: 1-8 - [c84]Ilaria Manco, Emmanouil Benetos, Elio Quinton, György Fazekas:
MusCaps: Generating Captions for Music Audio. IJCNN 2021: 1-8 - [c83]Helen L. Bear, Veronica Morfi, Emmanouil Benetos:
An Evaluation of Data Augmentation Methods for Sound Scene Geotagging. Interspeech 2021: 581-585 - [c82]Saurjya Sarkar, Emmanouil Benetos, Mark B. Sandler:
Vocal Harmony Separation Using Time-Domain Neural Networks. Interspeech 2021: 3515-3519 - [c81]Carlos Lordelo, Emmanouil Benetos, Simon Dixon, Sven Ahlbäck:
Pitch-Informed Instrument Assignment using a Deep Convolutional Network with Multiple Kernel Shapes. ISMIR 2021: 389-395 - [c80]Yuto Ozaki, John M. McBride, Emmanouil Benetos, Peter Q. Pfordresher, Joren Six, Adam Tierney, Polina Proutskova, Emi Sakai, Haruka Kondo, Haruno Fukatsu, Shinya Fujii, Patrick E. Savage:
Agreement Among Human and Automated Transcriptions of Global Songs. ISMIR 2021: 500-508 - [c79]Ken O'Hanlon, Emmanouil Benetos, Simon Dixon:
Detecting Cover Songs with Pitch Class Key-Invariant Networks. MLSP 2021: 1-6 - [c78]Alessandro Ragano, Emmanouil Benetos, Andrew Hines:
More for Less: Non-Intrusive Speech Quality Assessment with Limited Annotations. QoMEX 2021: 103-108 - [i34]Carlos Lordelo, Emmanouil Benetos, Simon Dixon, Sven Ahlbäck, Patrik Ohlsson:
Adversarial Unsupervised Domain Adaptation for Harmonic-Percussive Source Separation. CoRR abs/2101.00701 (2021) - [i33]Kin Wai Cheuk, Yin-Jyun Luo, Emmanouil Benetos, Dorien Herremans:
Revisiting the Onsets and Frames Model with Additive Attention. CoRR abs/2104.06607 (2021) - [i32]Ilaria Manco, Emmanouil Benetos, Elio Quinton, György Fazekas:
MusCaps: Generating Captions for Music Audio. CoRR abs/2104.11984 (2021) - [i31]Carlos Lordelo, Emmanouil Benetos, Simon Dixon, Sven Ahlbäck:
Pitch-Informed Instrument Assignment Using a Deep Convolutional Network with Multiple Kernel Shapes. CoRR abs/2107.13617 (2021) - [i30]Alessandro Ragano, Emmanouil Benetos, Andrew Hines:
More for Less: Non-Intrusive Speech Quality Assessment with Limited Annotations. CoRR abs/2108.08745 (2021) - [i29]Changhong Wang, Emmanouil Benetos, Shuge Wang, Elisabetta Versace:
Joint Scattering for Automatic Chick Call Recognition. CoRR abs/2110.03965 (2021) - [i28]Helen L. Bear, Veronica Morfi, Emmanouil Benetos:
An evaluation of data augmentation methods for sound scene geotagging. CoRR abs/2110.04585 (2021) - [i27]Ilaria Manco, Emmanouil Benetos, Elio Quinton, György Fazekas:
Learning music audio representations via weak language supervision. CoRR abs/2112.04214 (2021) - 2020
- [j21]Bhusan Chettri, Tomi Kinnunen, Emmanouil Benetos:
Deep generative variational autoencoding for replay spoof detection in automatic speaker verification. Comput. Speech Lang. 63: 101092 (2020) - [j20]Adrien Ycart, Emmanouil Benetos:
Learning and Evaluation Methodologies for Polyphonic Music Sequence Prediction With LSTMs. IEEE ACM Trans. Audio Speech Lang. Process. 28: 1328-1341 (2020) - [j19]Bhusan Chettri, Emmanouil Benetos, Bob L. T. Sturm:
Dataset Artefacts in Anti-Spoofing Systems: A Case Study on the ASVspoof 2017 Benchmark. IEEE ACM Trans. Audio Speech Lang. Process. 28: 3018-3028 (2020) - [j18]Adrien Ycart, Lele Liu, Emmanouil Benetos, Marcus T. Pearce:
Investigating the Perceptual Validity of Evaluation Metrics for Automatic Piano Music Transcription. Trans. Int. Soc. Music. Inf. Retr. 3(1): 68-81 (2020) - [c77]Marco A. Martínez Ramírez, Emmanouil Benetos, Joshua D. Reiss:
Modeling Plate and Spring Reverberation Using A DSP-Informed Deep Neural Network. ICASSP 2020: 241-245 - [c76]Wei Wei, Hongning Zhu, Emmanouil Benetos, Ye Wang:
A-CRNN: A Domain Adaptation Model for Sound Event Detection. ICASSP 2020: 276-280 - [c75]Vinod Subramanian, Arjun Pankajakshan, Emmanouil Benetos, Ning Xu, SKoT McDonald, Mark B. Sandler:
A Study on the Transferability of Adversarial Attacks in Sound Event Classification. ICASSP 2020: 301-305 - [c74]Changhong Wang, Vincent Lostanlen, Emmanouil Benetos, Elaine Chew:
Playing Technique Recognition by Joint Time-Frequency Scattering. ICASSP 2020: 881-885 - [c73]Kin Wai Cheuk, Yin-Jyun Luo, Emmanouil Benetos, Dorien Herremans:
The Effect of Spectrogram Reconstruction on Automatic Music Transcription: An Alternative Approach to Improve Transcription Accuracy. ICPR 2020: 9091-9098 - [c72]Saumitra Mishra, Emmanouil Benetos, Bob L. Sturm, Simon Dixon:
Reliable Local Explanations for Machine Listening. IJCNN 2020: 1-8 - [c71]Arjun Pankajakshan, Helen L. Bear, Vinod Subramanian, Emmanouil Benetos:
Memory Controlled Sequential Self Attention for Sound Recognition. INTERSPEECH 2020: 831-835 - [c70]Alessandro Ragano, Emmanouil Benetos, Andrew Hines:
Development of a Speech Quality Database Under Uncontrolled Conditions. INTERSPEECH 2020: 4616-4620 - [c69]Bhusan Chettri, Tomi Kinnunen, Emmanouil Benetos:
Subband Modeling for Spoofing Detection in Automatic Speaker Verification. Odyssey 2020: 341-348 - [c68]Alessandro Ragano, Emmanouil Benetos, Andrew Hines:
Audio Impairment Recognition using a Correlation-Based Feature Representation. QoMEX 2020: 1-6 - [d9]Bhusan Chettri, Emmanouil Benetos, Bob L. Sturm:
Speech endpoint annotations and artefact details for ASVspoof 2017 version 2.0 dataset. Zenodo, 2020 - [d8]Daniel Stoller, Helen L. Bear, Emmanouil Benetos:
A large joint sound scene and sound event dataset for source separation of foreground sound events. Zenodo, 2020 - [d7]Changhong Wang, Emmanouil Benetos, Elaine Chew:
CBFdataset: A Dataset of Chinese Bamboo Flute Performances. Version 1.1. Zenodo, 2020 [all versions] - [d6]Changhong Wang, Emmanouil Benetos, Elaine Chew:
CBFdataset: A Dataset of Chinese Bamboo Flute Performances. Version 1.2. Zenodo, 2020 [all versions] - [i26]Alessandro Ragano, Emmanouil Benetos, Andrew Hines:
Audio Impairment Recognition Using a Correlation-Based Feature Representation. CoRR abs/2003.09889 (2020) - [i25]Adrien Ycart, Lele Liu, Emmanouil Benetos, Marcus T. Pearce:
Musical Features for Automatic Music Transcription Evaluation. CoRR abs/2004.07171 (2020) - [i24]Arjun Pankajakshan, Helen L. Bear, Vinod Subramanian, Emmanouil Benetos:
Memory Controlled Sequential Self Attention for Sound Recognition. CoRR abs/2005.06650 (2020) - [i23]Saumitra Mishra, Emmanouil Benetos, Bob L. Sturm, Simon Dixon:
Reliable Local Explanations for Machine Listening. CoRR abs/2005.07788 (2020) - [i22]Bhusan Chettri, Emmanouil Benetos, Bob L. T. Sturm:
Dataset artefacts in anti-spoofing systems: a case study on the ASVspoof 2017 benchmark. CoRR abs/2010.07913 (2020) - [i21]Kin Wai Cheuk, Yin-Jyun Luo, Emmanouil Benetos, Dorien Herremans:
The Effect of Spectrogram Reconstruction on Automatic Music Transcription: An Alternative Approach to Improve Transcription Accuracy. CoRR abs/2010.09969 (2020)
2010 – 2019
- 2019
- [j17]Qing Zhou, Zuren Feng, Emmanouil Benetos:
Adaptive Noise Reduction for Sound Event Detection Using Subband-Weighted NMF. Sensors 19(14): 3206 (2019) - [j16]Emmanouil Benetos, Simon Dixon, Zhiyao Duan, Sebastian Ewert:
Automatic Music Transcription: An Overview. IEEE Signal Process. Mag. 36(1): 20-30 (2019) - [c67]Arjun Pankajakshan, Helen L. Bear, Emmanouil Benetos:
Onsets, Activity, and Events: A Multi-task Approach for Polyphonic Sound Event Modelling. DCASE 2019: 174-178 - [c66]Shubhr Singh, Arjun Pankajakshan, Emmanouil Benetos:
Audio Tagging using Linear Noise Modelling Layer. DCASE 2019: 234-238 - [c65]Vinod Subramanian, Emmanouil Benetos, Mark B. Sandler:
Robustness of Adversarial Attacks in Sound Event Classification. DCASE 2019: 239-243 - [c64]Filipe Lins, Marcelo O. Johann, Emmanouil Benetos, Rodrigo Schramm:
Automatic Transcription of Diatonic Harmonica Recordings. ICASSP 2019: 256-260 - [c63]Sai Samarth R. Phaye, Emmanouil Benetos, Ye Wang:
SubSpectralNet - Using Sub-spectrogram Based Convolutional Neural Networks for Acoustic Scene Classification. ICASSP 2019: 825-829 - [c62]Inês Nolasco, Alessandro Terenzi, Stefania Cecchi, Simone Orcioni, Helen L. Bear, Emmanouil Benetos:
Audio-based Identification of Beehive States. ICASSP 2019: 8256-8260 - [c61]Bhusan Chettri, Daniel Stoller, Veronica Morfi, Marco A. Martínez Ramírez, Emmanouil Benetos, Bob L. Sturm:
Ensemble Models for Spoofing Detection in Automatic Speaker Verification. INTERSPEECH 2019: 1018-1022 - [c60]Helen L. Bear, Inês Nolasco, Emmanouil Benetos:
Towards Joint Sound Scene and Polyphonic Sound Event Recognition. INTERSPEECH 2019: 4594-4598 - [c59]Adrien Ycart, Andrew McLeod, Emmanouil Benetos, Kazuyoshi Yoshii:
Blending Acoustic and Language Model Predictions for Automatic Music Transcription. ISMIR 2019: 454-461 - [c58]Adrien Ycart, Daniel Stoller, Emmanouil Benetos:
A Comparative Study of Neural Models for Polyphonic Music Sequence Transduction. ISMIR 2019: 470-477 - [c57]Andre Holzapfel, Emmanouil Benetos:
Automatic Music Transcription and Ethnomusicology: a User Study. ISMIR 2019: 678-684 - [c56]Changhong Wang, Emmanouil Benetos, Vincent Lostanlen, Elaine Chew:
Adaptive Time-Frequency Scattering for Periodic Modulation Recognition in Music Signals. ISMIR 2019: 809-815 - [c55]Alessandro Ragano, Emmanouil Benetos, Andrew Hines:
Adapting the Quality of Experience Framework for Audio Archive Evaluation. QoMEX 2019: 1-3 - [c54]Helen L. Bear, Toni Heittola, Annamaria Mesaros, Emmanouil Benetos, Tuomas Virtanen:
City Classification from Multiple Real-World Sound Scenes. WASPAA 2019: 11-15 - [c53]Carlos Lordelo, Emmanouil Benetos, Simon Dixon, Sven Ahlbäck:
Investigating Kernel Shapes and Skip Connections for Deep Learning-Based Harmonic-Percussive Separation. WASPAA 2019: 40-44 - [c52]Arjun Pankajakshan, Helen L. Bear, Emmanouil Benetos:
Polyphonic Sound Event and Sound Activity Detection: A Multi-Task Approach. WASPAA 2019: 323-327 - [d5]Inês Nolasco, Alessandro Terenzi, Stefania Cecchi, Simone Orcioni, Helen L. Bear, Emmanouil Benetos:
Audio-Based identification of Beehive states: The dataset. Version 1. Zenodo, 2019 [all versions] - [d4]Inês Nolasco, Alessandro Terenzi, Stefania Cecchi, Simone Orcioni, Helen L. Bear, Emmanouil Benetos:
Audio-Based identification of Beehive states: The dataset. Version 2. Zenodo, 2019 [all versions] - [d3]Changhong Wang, Emmanouil Benetos, Elaine Chew:
CBFdataset: A Dataset of Chinese Bamboo Flute Performances. Version 1.0. Zenodo, 2019 [all versions] - [i20]Bhusan Chettri, Daniel Stoller, Veronica Morfi, Marco A. Martínez Ramírez, Emmanouil Benetos, Bob L. Sturm:
Ensemble Models for Spoofing Detection in Automatic Speaker Verification. CoRR abs/1904.04589 (2019) - [i19]Saumitra Mishra, Daniel Stoller, Emmanouil Benetos, Bob L. Sturm, Simon Dixon:
GAN-based Generation and Automatic Selection of Explanations for Neural Networks. CoRR abs/1904.09533 (2019) - [i18]Helen L. Bear, Inês Nolasco, Emmanouil Benetos:
Towards joint sound scene and polyphonic sound event recognition. CoRR abs/1904.10408 (2019) - [i17]Helen L. Bear, Toni Heittola, Annamaria Mesaros, Emmanouil Benetos, Tuomas Virtanen:
City classification from multiple real-world sound scenes. CoRR abs/1905.00979 (2019) - [i16]Carlos Lordelo, Emmanouil Benetos, Simon Dixon, Sven Ahlbäck:
Investigating kernel shapes and skip connections for deep learning-based harmonic-percussive separation. CoRR abs/1905.01899 (2019) - [i15]Marco A. Martínez Ramírez, Emmanouil Benetos, Joshua D. Reiss:
A general-purpose deep learning approach to model time-varying audio effects. CoRR abs/1905.06148 (2019) - [i14]Vinod Subramanian, Emmanouil Benetos, Ning Xu, SKoT McDonald, Mark B. Sandler:
Adversarial Attacks in Sound Event Classification. CoRR abs/1907.02477 (2019) - [i13]Arjun Pankajakshan, Helen L. Bear, Emmanouil Benetos:
Polyphonic Sound Event and Sound Activity Detection: A Multi-task approach. CoRR abs/1907.05122 (2019) - [i12]Marco A. Martínez Ramírez, Emmanouil Benetos, Joshua D. Reiss:
Modeling plate and spring reverberation using a DSP-informed deep neural network. CoRR abs/1910.10105 (2019) - 2018
- [j15]Hazrat Ali, Son Ngoc Tran, Emmanouil Benetos, Artur S. d'Avila Garcez:
Speaker recognition with hybrid features from a deep belief network. Neural Comput. Appl. 29(6): 13-19 (2018) - [j14]Annamaria Mesaros, Toni Heittola, Emmanouil Benetos, Peter Foster, Mathieu Lagrange, Tuomas Virtanen, Mark D. Plumbley:
Detection and Classification of Acoustic Scenes and Events: Outcome of the DCASE 2016 Challenge. IEEE ACM Trans. Audio Speech Lang. Process. 26(2): 379-393 (2018) - [c51]Inês Nolasco, Emmanouil Benetos:
To bee or not to bee: Investigating machine learning approaches for beehive sound recognition. DCASE 2018: 133-137 - [c50]Helen L. Bear, Emmanouil Benetos:
An extensible cluster-graph taxonomy for open set sound scene analysis. DCASE 2018: 183-187 - [c49]Eita Nakamura, Emmanouil Benetos, Kazuyoshi Yoshii, Simon Dixon:
Towards Complete Polyphonic Music Transcription: Integrating Multi-Pitch Detection and Rhythm Quantization. ICASSP 2018: 101-105 - [c48]Adrien Ycart, Emmanouil Benetos:
Polyphonic Music Sequence Transduction with Meter-Constrained LSTM Networks. ICASSP 2018: 386-390 - [c47]Bhusan Chettri, Bob L. Sturm, Emmanouil Benetos:
Analysing Replay Spoofing Countermeasure Performance under varied conditions. MLSP 2018: 1-6 - [c46]Bhusan Chettri, Saumitra Mishra, Bob L. Sturm, Emmanouil Benetos:
Analysing The Predictions Of a CNN-Based Replay Spoofing Detection System. SLT 2018: 92-97 - [e3]Emilia Gómez, Xiao Hu, Eric Humphrey, Emmanouil Benetos:
Proceedings of the 19th International Society for Music Information Retrieval Conference, ISMIR 2018, Paris, France, September 23-27, 2018. 2018, ISBN 978-2-9540351-2-3 [contents] - [d2]Inês Nolasco, Emmanouil Benetos:
To bee or not to bee: An annotated dataset for beehive sound recognition. Zenodo, 2018 - [i11]Eurico Covas, Emmanouil Benetos:
Optimal Neural Network Feature Selection for Spatial-Temporal Forecasting. CoRR abs/1804.11129 (2018) - [i10]Bhusan Chettri, Saumitra Mishra, Bob L. Sturm, Emmanouil Benetos:
A Study On Convolutional Neural Network Based End-To-End Replay Anti-Spoofing. CoRR abs/1805.09164 (2018) - [i9]Helen L. Bear, Emmanouil Benetos:
An extensible cluster-graph taxonomy for open set sound scene analysis. CoRR abs/1809.10047 (2018) - [i8]Sai Samarth R. Phaye, Emmanouil Benetos, Ye Wang:
SubSpectralNet - Using Sub-Spectrogram based Convolutional Neural Networks for Acoustic Scene Classification. CoRR abs/1810.12642 (2018) - [i7]Inês Nolasco, Emmanouil Benetos:
To bee or not to bee: Investigating machine learning approaches for beehive sound recognition. CoRR abs/1811.06016 (2018) - [i6]Inês Nolasco, Alessandro Terenzi, Stefania Cecchi, Simone Orcioni, Helen L. Bear, Emmanouil Benetos:
Audio-based identification of beehive states. CoRR abs/1811.06330 (2018) - 2017
- [j13]Samer A. Abdallah, Emmanouil Benetos, Nicolas Gold, Steven Hargreaves, Tillman Weyde, Daniel Wolff:
The Digital Music Lab: A Big Data Infrastructure for Digital Musicology. ACM Journal on Computing and Cultural Heritage 10(1): 2:1-2:21 (2017) - [j12]Dan Stowell, Emmanouil Benetos, Lisa F. Gill:
On-Bird Sound Recordings: Automatic Acoustic Recognition of Activities and Contexts. IEEE ACM Trans. Audio Speech Lang. Process. 25(6): 1193-1206 (2017) - [j11]Emmanouil Benetos, Grégoire Lafay, Mathieu Lagrange, Mark D. Plumbley:
Polyphonic Sound Event Tracking Using Linear Dynamical Systems. IEEE ACM Trans. Audio Speech Lang. Process. 25(6): 1266-1277 (2017) - [c45]Arthur Jack Russell, Emmanouil Benetos, Artur S. d'Avila Garcez:
On the memory properties of recurrent neural models. IJCNN 2017: 2596-2603 - [c44]Adrien Ycart, Emmanouil Benetos:
A Study on LSTM Networks for Polyphonic Music Sequence Modelling. ISMIR 2017: 421-427 - [c43]Rodrigo Schramm, Andrew McLeod, Mark Steedman, Emmanouil Benetos:
Multi-Pitch Detection and Voice Assignment for A Cappella Recordings of Multiple Singers. ISMIR 2017: 552-559 - [c42]Emmanouil Benetos:
Polyphonic Note and Instrument Tracking Using Linear Dynamical Systems. Semantic Audio 2017 - [c41]Rodrigo Schramm, Emmanouil Benetos:
Automatic Transcription of a Cappella recordings from Multiple Singers. Semantic Audio 2017 - [c40]Jose J. Valero-Mas, Emmanouil Benetos, José Manuel Iñesta Quereda:
Assessing the Relevance of Onset Information for Note Tracking in Piano Music Transcription. Semantic Audio 2017 - [c39]Grégoire Lafay, Emmanouil Benetos, Mathieu Lagrange:
Sound event detection in synthetic audio: Analysis of the dcase 2016 task results. WASPAA 2017: 11-15 - [e2]Tuomas Virtanen, Annamaria Mesaros, Toni Heittola, Aleksandr Diment, Emmanuel Vincent, Emmanouil Benetos, Benjamin Elizalde:
Proceedings of the Workshop on Detection and Classification of Acoustic Scenes and Events, DCASE 2017, Munich, Germany, November 16-17, 2017. 2017, ISBN 978-952-15-4042-4 [contents] - [d1]Annamaria Mesaros, Toni Heittola, Tuomas Virtanen, Emmanouil Benetos, Mathieu Lagrange, Grégoire Lafay, Peter Foster, Mark D. Plumbley:
DCASE2016 Challenge Submissions Package. Zenodo, 2017 - [i5]Grégoire Lafay, Emmanouil Benetos, Mathieu Lagrange:
Sound Event Detection in Synthetic Audio: Analysis of the DCASE 2016 Task Results. CoRR abs/1711.05551 (2017) - 2016
- [j10]Siddharth Sigtia, Emmanouil Benetos, Simon Dixon:
An End-to-End Neural Network for Polyphonic Piano Music Transcription. IEEE ACM Trans. Audio Speech Lang. Process. 24(5): 927-939 (2016) - [j9]Grégoire Lafay, Mathieu Lagrange, Mathias Rossignol, Emmanouil Benetos, Axel Roebel:
A Morphological Model for Simulating Acoustic Scenes and Its Application to Sound Event Detection. IEEE ACM Trans. Audio Speech Lang. Process. 24(10): 1854-1864 (2016) - [c38]Samer A. Abdallah, Emmanouil Benetos, Nicolas E. Gold, Steven Hargreaves, Tillman Weyde, Daniel Wolff:
Digital music lab: A framework for analysing big music data. EUSIPCO 2016: 1118-1122 - [c37]Emmanouil Benetos, Grégoire Lafay, Mathieu Lagrange, Mark D. Plumbley:
Detection of overlapping acoustic events using a temporally-constrained probabilistic model. ICASSP 2016: 6450-6454 - [c36]Andre Holzapfel, Emmanouil Benetos:
The Sousta Corpus: Beat-Informed Automatic Transcription of Traditional Dance Tunes. ISMIR 2016: 531-537 - [c35]Maria Panteli, Emmanouil Benetos, Simon Dixon:
Learning a Feature Space for Similarity in World Music. ISMIR 2016: 538-544 - [c34]Tian Cheng, Matthias Mauch, Emmanouil Benetos, Simon Dixon:
An Attack/Decay Model for Piano Transcription. ISMIR 2016: 584-590 - [e1]Tuomas Virtanen, Annamaria Mesaros, Toni Heittola, Mark D. Plumbley, Peter Foster, Emmanouil Benetos, Mathieu Lagrange:
Proceedings of the Workshop on Detection and Classification of Acoustic Scenes and Events, DCASE 2016, Budapest, Hungary, September 3, 2016. 2016, ISBN 978-952-15-3807-0 [contents] - [i4]Dan Stowell, Emmanouil Benetos, Lisa F. Gill:
On-bird Sound Recordings: Automatic Acoustic Recognition of Activities and Contexts. CoRR abs/1612.05489 (2016) - 2015
- [j8]Dan Stowell, Dimitrios Giannoulis, Emmanouil Benetos, Mathieu Lagrange, Mark D. Plumbley:
Detection and Classification of Acoustic Scenes and Events. IEEE Trans. Multim. 17(10): 1733-1746 (2015) - [c33]Mathias Rossignol, Mathieu Lagrange, Grégoire Lafay, Emmanouil Benetos:
Alternate level clustering for drum transcription. EUSIPCO 2015: 2023-2027 - [c32]Siddharth Sigtia, Emmanouil Benetos, Nicolas Boulanger-Lewandowski, Tillman Weyde, Artur S. d'Avila Garcez, Simon Dixon:
A hybrid recurrent neural network for music transcription. ICASSP 2015: 2061-2065 - [c31]Emmanouil Benetos, Tillman Weyde:
An Efficient Temporally-Constrained Probabilistic Model for Multiple-Instrument Music Transcription. ISMIR 2015: 701-707 - [i3]Mathieu Lagrange, Grégoire Lafay, Mathias Rossignol, Emmanouil Benetos, Axel Roebel:
An evaluation framework for event detection using a morphological model of acoustic scenes. CoRR abs/1502.00141 (2015) - [i2]Siddharth Sigtia, Emmanouil Benetos, Simon Dixon:
An End-to-End Neural Network for Polyphonic Music Transcription. CoRR abs/1508.01774 (2015) - 2014
- [c30]Emmanouil Benetos, Sebastian Ewert, Tillman Weyde:
Automatic transcription of pitched and unpitched sounds from polyphonic music. ICASSP 2014: 3107-3111 - [c29]Dimitrios Giannoulis, Emmanouil Benetos, Anssi Klapuri, Mark D. Plumbley:
Improving instrument recognition in polyphonic music through system integration. ICASSP 2014: 5222-5226 - [c28]Son Ngoc Tran, Emmanouil Benetos, Artur S. d'Avila Garcez:
Learning motion-difference features using Gaussian restricted Boltzmann machines for efficient human action recognition. IJCNN 2014: 2123-2129 - [c27]Siddharth Sigtia, Emmanouil Benetos, Srikanth Cherla, Tillman Weyde, Artur S. d'Avila Garcez, Simon Dixon:
An RNN-based Music Language Model for Improving Automatic Music Transcription. ISMIR 2014: 53-58 - [c26]Emmanouil Benetos, Roland Badeau, Tillman Weyde, Gaël Richard:
Template Adaptation for Improving Automatic Music Transcription. ISMIR 2014: 175-180 - [c25]Tillman Weyde, Stephen Cottrell, Jason Dykes, Emmanouil Benetos, Daniel Wolff, Dan Tidhar, Alexander Kachkaev, Mark D. Plumbley, Simon Dixon, Mathieu Barthet, Nicolas Gold, Samer A. Abdallah, Aquiles Alancar-Brayner, Mahendra Mahey, Adam Tovell:
Big Data for Musicology. DLfM@JCDL 2014: 1-3 - [c24]Daniel Wolff, Dan Tidhar, Emmanouil Benetos, Edouard Dumon, Srikanth Cherla, Tillman Weyde:
Incremental Dataset Definition for Large Scale Musicological Research. DLfM@JCDL 2014: 1-8 - [c23]Emmanouil Benetos, Andreas Jansson, Tillman Weyde:
Improving Automatic Music Transcription Through Key Detection. Semantic Audio 2014 - [i1]Siddharth Sigtia, Emmanouil Benetos, Nicolas Boulanger-Lewandowski, Tillman Weyde, Artur S. d'Avila Garcez, Simon Dixon:
A Hybrid Recurrent Neural Network For Music Transcription. CoRR abs/1411.1623 (2014) - 2013
- [j7]Emmanouil Benetos, Simon Dixon, Dimitrios Giannoulis, Holger Kirchhoff, Anssi Klapuri:
Automatic music transcription: challenges and future directions. J. Intell. Inf. Syst. 41(3): 407-434 (2013) - [c22]Dimitrios Giannoulis, Dan Stowell, Emmanouil Benetos, Mathias Rossignol, Mathieu Lagrange, Mark D. Plumbley:
A database and challenge for acoustic scene classification and event detection. EUSIPCO 2013: 1-5 - [c21]Emmanouil Benetos, Tillman Weyde:
Explicit Duration Hidden Markov Models for Multiple-Instrument Polyphonic Music Transcription. ISMIR 2013: 269-274 - [c20]Emmanouil Benetos, Andre Holzapfel:
Automatic Transcription of Turkish Makam Music. ISMIR 2013: 355-360 - [c19]Reinier de Valk, Tillman Weyde, Emmanouil Benetos:
A Machine Learning Approach to Voice Separation in Lute Tablature. ISMIR 2013: 555-560 - [c18]Dimitrios Giannoulis, Emmanouil Benetos, Dan Stowell, Mathias Rossignol, Mathieu Lagrange, Mark D. Plumbley:
Detection and classification of acoustic scenes and events: An IEEE AASP challenge. WASPAA 2013: 1-4 - 2012
- [j6]Emmanouil Benetos, Simon Dixon:
A Shift-Invariant Latent Variable Model for Automatic Music Transcription. Comput. Music. J. 36(4): 81-94 (2012) - [c17]Emmanouil Benetos, Anssi Klapuri, Simon Dixon:
Score-informed transcription for automatic piano tutoring. EUSIPCO 2012: 2153-2157 - [c16]Emmanouil Benetos, Simon Dixon:
Temporally-Constrained Convolutive Probabilistic Latent Component Analysis for Multi-pitch Detection. LVA/ICA 2012: 364-371 - [c15]Emmanouil Benetos, Simon Dixon, Dimitrios Giannoulis, Holger Kirchhoff, Anssi Klapuri:
Automatic Music Transcription: Breaking the Glass Ceiling. ISMIR 2012: 379-384 - 2011
- [j5]Emmanouil Benetos, Simon Dixon:
Joint Multi-Pitch Detection Using Harmonic Envelope Estimation for Polyphonic Music Transcription. IEEE J. Sel. Top. Signal Process. 5(6): 1111-1123 (2011) - [c14]Emmanouil Benetos, Simon Dixon:
Polyphonic music transcription using note onset and offset detection. ICASSP 2011: 37-40 - [c13]Simon Dixon, Dan Tidhar, Emmanouil Benetos:
The Temperament Police: The Truth, the Ground Truth, and Nothing but the Truth. ISMIR 2011: 281-286 - [c12]Emmanouil Benetos, Simon Dixon:
A temporally-constrained convolutive probabilistic model for pitch detection. WASPAA 2011: 133-136 - 2010
- [j4]Emmanouil Benetos, Constantine Kotropoulos:
Non-Negative Tensor Factorization Applied to Music Genre Classification. IEEE Trans. Speech Audio Process. 18(8): 1955-1967 (2010) - [j3]Emmanouil Benetos, Yannis Stylianou:
Auditory Spectrum-Based Pitched Instrument Onset Detection. IEEE Trans. Speech Audio Process. 18(8): 1968-1977 (2010) - [c11]Emmanouil Benetos, Simon Dixon:
Multiple-F0 estimation of piano sounds exploiting spectral structure and temporal evolution. SAPA@INTERSPEECH 2010: 13-18
2000 – 2009
- 2009
- [c10]Emmanouil Benetos, Andre Holzapfel, Yannis Stylianou:
Pitched Instrument Onset Detection based on Auditory Spectra. ISMIR 2009: 105-110 - 2008
- [j2]Margarita Kotti, Emmanouil Benetos, Costas Kotropoulos:
Computationally Efficient and Robust BIC-Based Speaker Segmentation. IEEE Trans. Speech Audio Process. 16(5): 920-933 (2008) - [c9]Emmanouil Benetos, Constantine Kotropoulos:
A tensor-based approach for automatic music genre classification. EUSIPCO 2008: 1-4 - [c8]Ioannis Panagakis, Emmanouil Benetos, Constantine Kotropoulos:
Music Genre Classification: A Multilinear Approach. ISMIR 2008: 583-588 - [p1]Emmanouil Benetos, Spyridon Siatras, Constantine Kotropoulos, Nikos Nikolaidis, Ioannis Pitas:
Movie Analysis with Emphasis to Dialogue and Action Scene Detection. Multimodal Processing and Interaction 2008: 1-21 - 2007
- [j1]Margarita Kotti, Emmanouil Benetos, Constantine Kotropoulos, Ioannis Pitas:
A neural network approach to audio-assisted movie dialogue detection. Neurocomputing 71(1-3): 157-166 (2007) - [c7]Vassiliki Moschou, Margarita Kotti, Emmanouil Benetos, Constantine Kotropoulos:
Systematic comparison of BIC-based speaker segmentation systems. MMSP 2007: 66-69 - 2006
- [c6]Emmanouil Benetos, Constantine Kotropoulos, Thomas Lidy, Andreas Rauber:
Testing supervised classifiers based on non-negative matrix factorization to musical instrument classification. EUSIPCO 2006: 1-5 - [c5]Emmanouil Benetos, Margarita Kotti, Constantine Kotropoulos:
Musical Instrument Classification using Non-Negative Matrix Factorization Algorithms and Subset Feature Selection. ICASSP (5) 2006: 221-224 - [c4]Margarita Kotti, Luis P. M. Martins, Emmanouil Benetos, Jaime S. Cardoso, Constantine Kotropoulos:
Automatic Speaker Segmentation using Multiple Features and Distance Measures: A Comparison of Three Approaches. ICME 2006: 1101-1104 - [c3]Emmanouil Benetos, Margarita Kotti, Constantine Kotropoulos:
Applying Supervised Classifiers Based on Non-negative Matrix Factorization to Musical Instrument Classification. ICME 2006: 2105-2108 - [c2]Emmanouil Benetos, Margarita Kotti, Constantine Kotropoulos:
Musical instrument classification using non-negative matrix factorization algorithms. ISCAS 2006 - [c1]Margarita Kotti, Emmanouil Benetos, Constantine Kotropoulos:
Automatic speaker change detection with the Bayesian information criterion using MPEG-7 features and a fusion scheme. ISCAS 2006
Coauthor Index
[j29] [c109] [i70] [i62] [i59] [j26] [d35] [d34] [d33] [d32] [d31] [d30] [d29] [d28] [d27] [d26] [d25] [d24] [d23] [d22] [d21] [d20] [d19] [d18] [d17] [d16] [d15] [d14] [d13] [d12] [j22] [c81] [c79] [i34] [i31] [c72] [i23] [j16] [c53] [i19] [i16] [c49] [j10] [c35] [c34] [c32] [i2] [c27] [c25] [i1] [j7] [j6] [c17] [c16] [c15] [j5] [c14] [c13] [c12] [c11]
Constantine Kotropoulos
aka: Costas Kotropoulos
aka: Costas Kotropoulos
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last updated on 2024-12-13 19:13 CET by the dblp team
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