Emmanouil Benetos

According to our database, Emmanouil Benetos authored at least 209 papers between 2006 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Few-Shot Class-Incremental Audio Classification Using Dynamically Expanded Classifier With Self-Attention Modified Prototypes.

Yanxiong Li, Wenchang Cao, Wei Xie, Jialong Li, Emmanouil Benetos

IEEE Trans. Multim., 2024

ATGNN: Audio Tagging Graph Neural Network.

Shubhr Singh, Christian J. Steinmetz, Emmanouil Benetos, Huy Phan, Dan Stowell

IEEE Signal Process. Lett., 2024

A Data-Driven Analysis of Robust Automatic Piano Transcription.

Drew Edwards, Simon Dixon, Emmanouil Benetos, Akira Maezawa, Yuta Kusaka

IEEE Signal Process. Lett., 2024

ST-ITO: Controlling Audio Effects for Style Transfer with Inference-Time Optimization.

Christian J. Steinmetz, Shubhr Singh, Marco Comunità, Ilias Ibnyahya, Shanxin Yuan, Emmanouil Benetos, Joshua D. Reiss

CoRR, 2024

GraFPrint: A GNN-Based Approach for Audio Identification.

Aditya Bhattacharjee, Shubhr Singh, Emmanouil Benetos

CoRR, 2024

OmniBench: Towards The Future of Universal Omni-Language Models.

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

CoRR, 2024

LC-Protonets: Multi-label Few-shot learning for world music audio tagging.

Charilaos Papaioannou, Emmanouil Benetos, Alexandros Potamianos

CoRR, 2024

Acoustic identification of individual animals with hierarchical contrastive learning.

Inês Nolasco, Ilyass Moummad, Dan Stowell, Emmanouil Benetos

CoRR, 2024

Domain-Invariant Representation Learning of Bird Sounds.

Ilyass Moummad, Romain Serizel, Emmanouil Benetos, Nicolas Farrugia

CoRR, 2024

Foundation Models for Music: A Survey.

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

CoRR, 2024

MuChoMusic: Evaluating Music Understanding in Multimodal Audio-Language Models.

Benno Weck, Ilaria Manco, Emmanouil Benetos, Elio Quinton, George Fazekas, Dmitry Bogdanov

CoRR, 2024

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

Ziya Zhou, Yuhang Wu, Zhiyue Wu, Xinyue Zhang, Ruibin Yuan, Yinghao Ma, Lu Wang, Emmanouil Benetos, Wei Xue, Yike Guo

CoRR, 2024

MAP-Neo: Highly Capable and Transparent Bilingual Large Language Model Series.

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

CoRR, 2024

Explaining models relating objects and privacy.

Alessio Xompero, Myriam Bontonou, Jean-Michel Arbona, Emmanouil Benetos, Andrea Cavallaro

CoRR, 2024

ComposerX: Multi-Agent Symbolic Music Composition with LLMs.

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

CoRR, 2024

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, 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

CoRR, 2024

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, 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

CoRR, 2024

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

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2024, 2024

YourMT3+: Multi-Instrument Music Transcription with Enhanced Transformer Architectures and Cross-Dataset STEM Augmentation.

Sungkyun Chang, Emmanouil Benetos, Holger Kirchhoff, Simon Dixon

Proceedings of the 34th IEEE International Workshop on Machine Learning for Signal Processing, 2024

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

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Generalized Multi-Source Inference for Text Conditioned Music Diffusion Models.

Emilian Postolache, Giorgio Mariani, Luca Cosmo, Emmanouil Benetos, Emanuele Rodolà

Proceedings of the IEEE International Conference on Acoustics, 2024

Learning from Taxonomy: Multi-Label Few-Shot Classification for Everyday Sound Recognition.

Jinhua Liang, Huy Phan, Emmanouil Benetos

Proceedings of the IEEE International Conference on Acoustics, 2024

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

Proceedings of the IEEE International Conference on Acoustics, 2024

Mind the Domain Gap: A Systematic Analysis on Bioacoustic Sound Event Detection.

Jinhua Liang, Inês Nolasco, Burooj Ghani, Huy Phan, Emmanouil Benetos, Dan Stowell

Proceedings of the 32nd European Signal Processing Conference, 2024

Towards Building an End-to-End Multilingual Automatic Lyrics Transcription Model.

Jiawen Huang, Emmanouil Benetos

Proceedings of the 32nd European Signal Processing Conference, 2024

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

Proceedings of the Findings of the Association for Computational Linguistics, 2024

2023

YourMT3 dataset (Part 1).

Sungkyun Chang, Simon Dixon, Emmanouil Benetos

Dataset, October, 2023

PiJAMA: Piano Jazz with Automatic MIDI Annotations.

Drew Edwards, Simon Dixon, Emmanouil Benetos

Dataset, September, 2023

MusicNet-16k + EM for YourMT3.

Sungkyun Chang, Simon Dixon, Emmanouil Benetos

Dataset, April, 2023

MusicNet-16k + EM for YourMT3.

Sungkyun Chang, Simon Dixon, Emmanouil Benetos

Dataset, April, 2023

MusicNet-16k + EM for YourMT3.

Sungkyun Chang, Simon Dixon, Emmanouil Benetos

Dataset, April, 2023

MusicNet-16k + EM for YourMT3.

Sungkyun Chang, Simon Dixon, Emmanouil Benetos

Dataset, April, 2023

MusicNet-16k + EM for YourMT3.

Sungkyun Chang, Simon Dixon, Emmanouil Benetos

Dataset, April, 2023

MusicNet-16k + EM for YourMT3.

Sungkyun Chang, Simon Dixon, Emmanouil Benetos

Dataset, April, 2023

MusicNet-16k + EM for YourMT3.

Sungkyun Chang, Simon Dixon, Emmanouil Benetos

Dataset, April, 2023

MusicNet-16k + EM for YourMT3.

Sungkyun Chang, Simon Dixon, Emmanouil Benetos

Dataset, April, 2023

MusicNet-16k + EM for YourMT3.

Sungkyun Chang, Simon Dixon, Emmanouil Benetos

Dataset, April, 2023

MusicNet-16k + EM for YourMT3.

Sungkyun Chang, Simon Dixon, Emmanouil Benetos

Dataset, April, 2023

MusicNet-16k + EM for YourMT3.

Sungkyun Chang, Simon Dixon, Emmanouil Benetos

Dataset, April, 2023

MusicNet-16k + EM for YourMT3.

Sungkyun Chang, Simon Dixon, Emmanouil Benetos

Dataset, April, 2023

MusicNet-16k + EM for YourMT3.

Sungkyun Chang, Simon Dixon, Emmanouil Benetos

Dataset, April, 2023

MusicNet-16k + EM for YourMT3.

Sungkyun Chang, Simon Dixon, Emmanouil Benetos

Dataset, April, 2023

MusicNet-16k + EM for YourMT3.

Sungkyun Chang, Simon Dixon, Emmanouil Benetos

Dataset, April, 2023

MusicNet-16k + EM for YourMT3.

Sungkyun Chang, Simon Dixon, Emmanouil Benetos

Dataset, April, 2023

MusicNet-16k + EM for YourMT3.

Sungkyun Chang, Simon Dixon, Emmanouil Benetos

Dataset, April, 2023

MusicNet-16k + EM for YourMT3.

Sungkyun Chang, Simon Dixon, Emmanouil Benetos

Dataset, April, 2023

MusicNet-16k + EM for YourMT3.

Sungkyun Chang, Simon Dixon, Emmanouil Benetos

Dataset, April, 2023

MusicNet-16k + EM for YourMT3.

Sungkyun Chang, Simon Dixon, Emmanouil Benetos

Dataset, April, 2023

MusicNet-16k + EM for YourMT3.

Sungkyun Chang, Simon Dixon, Emmanouil Benetos

Dataset, April, 2023

Slakh2100-16k for YourMT3.

Sungkyun Chang, Simon Dixon, Emmanouil Benetos

Dataset, March, 2023

PiJAMA: Piano Jazz with Automatic MIDI Annotations.

Drew Edwards, Simon Dixon, Emmanouil Benetos

Trans. Int. Soc. Music. Inf. Retr., January, 2023

The Song Describer Dataset: a Corpus of Audio Captions for Music-and-Language Evaluation.

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

CoRR, 2023

MERT: Acoustic Music Understanding Model with Large-Scale Self-supervised Training.

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

CoRR, 2023

Perceptual Musical Similarity Metric Learning with Graph Neural Networks.

Cyrus Vahidi, Shubhr Singh, Emmanouil Benetos, Huy Phan, Dan Stowell, György Fazekas, Mathieu Lagrange

Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2023

Leveraging Synthetic Data for Improving Chamber Ensemble Separation.

Saurjya Sarkar, Louise Thorpe, Emmanouil Benetos, Mark Sandler

Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2023

MARBLE: Music Audio Representation Benchmark for Universal Evaluation.

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

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

LyricWhiz: Robust Multilingual Zero-Shot Lyrics Transcription by Whispering to ChatGPT.

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

Proceedings of the 24th International Society for Music Information Retrieval Conference, 2023

From West to East: Who Can Understand the Music of the Others Better?

Charilaos Papaioannou, Emmanouil Benetos, Alexandros Potamianos

Proceedings of the 24th International Society for Music Information Retrieval Conference, 2023

On the Effectiveness of Speech Self-Supervised Learning for Music.

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

Proceedings of the 24th International Society for Music Information Retrieval Conference, 2023

Adapting Language-Audio Models as Few-Shot Audio Learners.

Jinhua Liang, Xubo Liu, Haohe Liu, Huy Phan, Emmanouil Benetos, Mark D. Plumbley, Wenwu Wang

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

Audio Quality Assessment of Vinyl Music Collections Using Self-Supervised Learning.

Alessandro Ragano, Emmanouil Benetos, Andrew Hines

Proceedings of the IEEE International Conference on Acoustics, 2023

Learning Music Representations with wav2vec 2.0.

Alessandro Ragano, Emmanouil Benetos, Andrew Hines

Proceedings of the 31st Irish Conference on Artificial Intelligence and Cognitive Science, 2023

2022

FSD-FS.

Jinhua Liang, Huy Phan, Emmanouil Benetos

Dataset, December, 2022

EnsembleSet.

Saurjya Sarkar, Emmanouil Benetos, Mark Sandler

Dataset, May, 2022

Adaptive Scattering Transforms for Playing Technique Recognition.

Changhong Wang, Emmanouil Benetos, Vincent Lostanlen, Elaine Chew

IEEE ACM Trans. Audio Speech Lang. Process., 2022

Comparison of Feature Extraction Methods for Sound-Based Classification of Honey Bee Activity.

Alessandro Terenzi, Nicola Ortolani, Inês Nolasco, Emmanouil Benetos, Stefania Cecchi

IEEE ACM Trans. Audio Speech Lang. Process., 2022

Humanities and engineering perspectives on music transcription.

Andre Holzapfel, Emmanouil Benetos, Andrew Killick, Richard Widdess

Digit. Scholarsh. Humanit., 2022

MAP-Music2Vec: A Simple and Effective Baseline for Self-Supervised Music Audio Representation Learning.

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

CoRR, 2022

Contrastive Audio-Language Learning for Music.

Ilaria Manco, Emmanouil Benetos, Elio Quinton, György Fazekas

CoRR, 2022

Anomalous behaviour in loss-gradient based interpretability methods.

Vinod Subramanian, Siddharth Gururani, Emmanouil Benetos, Mark B. Sandler

CoRR, 2022

Deep Conditional Representation Learning for Drum Sample Retrieval by Vocalisation.

Alejandro Delgado, Charalampos Saitis, Emmanouil Benetos, Mark B. Sandler

CoRR, 2022

EnsembleSet: a new high quality synthesised dataset for chamber ensemble separation.

Saurjya Sarkar, Emmanouil Benetos, Mark Sandler

Proceedings of the 23rd International Society for Music Information Retrieval Conference, 2022

Contrastive Audio-Language Learning for Music.

Ilaria Manco, Emmanouil Benetos, Elio Quinton, George Fazekas

Proceedings of the 23rd International Society for Music Information Retrieval Conference, 2022

Performance MIDI-to-score conversion by neural beat tracking.

Lele Liu, Qiuqiang Kong, Veronica Morfi, Emmanouil Benetos

Proceedings of the 23rd International Society for Music Information Retrieval Conference, 2022

Exploring Transformer's Potential on Automatic Piano Transcription.

Longshen Ou, Ziyi Guo, Emmanouil Benetos, Jiqing Han, Ye Wang

Proceedings of the IEEE International Conference on Acoustics, 2022

Learning Music Audio Representations Via Weak Language Supervision.

Ilaria Manco, Emmanouil Benetos, Elio Quinton, György Fazekas

Proceedings of the IEEE International Conference on Acoustics, 2022

Improving Lyrics Alignment Through Joint Pitch Detection.

Jiawen Huang, Emmanouil Benetos, Sebastian Ewert

Proceedings of the IEEE International Conference on Acoustics, 2022

Joint Scattering for Automatic Chick Call Recognition.

Changhong Wang, Emmanouil Benetos, Shuge Wang, Elisabetta Versace

Proceedings of the 30th European Signal Processing Conference, 2022

Hypernetworks for Sound event Detection: a Proof-of-Concept.

Shubhr Singh, Huy Phan, Emmanouil Benetos

Proceedings of the 30th European Signal Processing Conference, 2022

Explaining the Decision of Anomalous Sound Detectors.

Kimberly T. Mai, Toby Davies, Lewis D. Griffin, Emmanouil Benetos

Proceedings of the 7th Workshop on Detection and Classification of Acoustic Scenes and Events 2022, 2022

Leveraging Label Hierachies for Few-Shot Everyday Sound Recognition.

Jinhua Liang, Huy Phan, Emmanouil Benetos

Proceedings of the 7th Workshop on Detection and Classification of Acoustic Scenes and Events 2022, 2022

2021

Adversarial Unsupervised Domain Adaptation for Harmonic-Percussive Source Separation.

Carlos Lordelo, Emmanouil Benetos, Simon Dixon, Sven Ahlbäck, Patrik Ohlsson

IEEE Signal Process. Lett., 2021

More for Less: Non-Intrusive Speech Quality Assessment with Limited Annotations.

Alessandro Ragano, Emmanouil Benetos, Andrew Hines

Proceedings of the 13th International Conference on Quality of Multimedia Experience, 2021

Detecting Cover Songs with Pitch Class Key-Invariant Networks.

Ken O'Hanlon, Emmanouil Benetos, Simon Dixon

Proceedings of the 2021 IEEE 31st International Workshop on Machine Learning for Signal Processing (MLSP), 2021

Agreement Among Human and Automated Transcriptions of Global Songs.

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

Proceedings of the 22nd International Society for Music Information Retrieval Conference, 2021

Pitch-Informed Instrument Assignment using a Deep Convolutional Network with Multiple Kernel Shapes.

Carlos Lordelo, Emmanouil Benetos, Simon Dixon, Sven Ahlbäck

Proceedings of the 22nd International Society for Music Information Retrieval Conference, 2021

Vocal Harmony Separation Using Time-Domain Neural Networks.

Saurjya Sarkar, Emmanouil Benetos, Mark B. Sandler

Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

An Evaluation of Data Augmentation Methods for Sound Scene Geotagging.

Helen L. Bear, Veronica Morfi, Emmanouil Benetos

Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

MusCaps: Generating Captions for Music Audio.

Ilaria Manco, Emmanouil Benetos, Elio Quinton, György Fazekas

Proceedings of the International Joint Conference on Neural Networks, 2021

Revisiting the Onsets and Frames Model with Additive Attention.

Kin Wai Cheuk, Yin-Jyun Luo, Emmanouil Benetos, Dorien Herremans

Proceedings of the International Joint Conference on Neural Networks, 2021

Prototypical Networks for Domain Adaptation in Acoustic Scene Classification.

Shubhr Singh, Helen L. Bear, Emmanouil Benetos

Proceedings of the IEEE International Conference on Acoustics, 2021

Joint Multi-Pitch Detection and Score Transcription for Polyphonic Piano Music.

Lele Liu, Veronica Morfi, Emmanouil Benetos

Proceedings of the IEEE International Conference on Acoustics, 2021

Violinist identification based on vibrato features.

Yudong Zhao, Changhong Wang, György Fazekas, Emmanouil Benetos, Mark B. Sandler

Proceedings of the 29th European Signal Processing Conference, 2021

2020

CBFdataset: A Dataset of Chinese Bamboo Flute Performances.

Changhong Wang, Emmanouil Benetos, Elaine Chew

Dataset, May, 2020

CBFdataset: A Dataset of Chinese Bamboo Flute Performances.

Changhong Wang, Emmanouil Benetos, Elaine Chew

Dataset, May, 2020

A large joint sound scene and sound event dataset for source separation of foreground sound events.

Daniel Stoller, Helen L. Bear, Emmanouil Benetos

Dataset, February, 2020

Speech endpoint annotations and artefact details for ASVspoof 2017 version 2.0 dataset.

Bhusan Chettri, Emmanouil Benetos, Bob L. Sturm

Dataset, January, 2020

Investigating the Perceptual Validity of Evaluation Metrics for Automatic Piano Music Transcription.

Adrien Ycart, Lele Liu, Emmanouil Benetos, Marcus T. Pearce

Trans. Int. Soc. Music. Inf. Retr., 2020

Learning and Evaluation Methodologies for Polyphonic Music Sequence Prediction With LSTMs.

Adrien Ycart, Emmanouil Benetos

IEEE ACM Trans. Audio Speech Lang. Process., 2020

Dataset Artefacts in Anti-Spoofing Systems: A Case Study on the ASVspoof 2017 Benchmark.

Bhusan Chettri, Emmanouil Benetos, Bob L. T. Sturm

IEEE ACM Trans. Audio Speech Lang. Process., 2020

Deep generative variational autoencoding for replay spoof detection in automatic speaker verification.

Bhusan Chettri, Tomi Kinnunen, Emmanouil Benetos

Comput. Speech Lang., 2020

Musical Features for Automatic Music Transcription Evaluation.

Adrien Ycart, Lele Liu, Emmanouil Benetos, Marcus T. Pearce

CoRR, 2020

Audio Impairment Recognition using a Correlation-Based Feature Representation.

Alessandro Ragano, Emmanouil Benetos, Andrew Hines

Proceedings of the Twelfth International Conference on Quality of Multimedia Experience, 2020

Subband Modeling for Spoofing Detection in Automatic Speaker Verification.

Bhusan Chettri, Tomi Kinnunen, Emmanouil Benetos

Proceedings of the Odyssey 2020: The Speaker and Language Recognition Workshop, 2020

Development of a Speech Quality Database Under Uncontrolled Conditions.

Alessandro Ragano, Emmanouil Benetos, Andrew Hines

Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020

Memory Controlled Sequential Self Attention for Sound Recognition.

Arjun Pankajakshan, Helen L. Bear, Vinod Subramanian, Emmanouil Benetos

Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020

Reliable Local Explanations for Machine Listening.

Saumitra Mishra, Emmanouil Benetos, Bob L. Sturm, Simon Dixon

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

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

Proceedings of the 25th International Conference on Pattern Recognition, 2020

Playing Technique Recognition by Joint Time-Frequency Scattering.

Changhong Wang, Vincent Lostanlen, Emmanouil Benetos, Elaine Chew

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

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

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Modeling Plate and Spring Reverberation Using A DSP-Informed Deep Neural Network.

Marco A. Martínez Ramírez, Emmanouil Benetos, Joshua D. Reiss

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

A-CRNN: A Domain Adaptation Model for Sound Event Detection.

Wei Wei, Hongning Zhu, Emmanouil Benetos, Ye Wang

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019

CBFdataset: A Dataset of Chinese Bamboo Flute Performances.

Changhong Wang, Emmanouil Benetos, Elaine Chew

Dataset, November, 2019

Audio-Based identification of Beehive states: The dataset.

Inês Nolasco, Alessandro Terenzi, Stefania Cecchi, Simone Orcioni, Helen L. Bear, Emmanouil Benetos

Dataset, February, 2019

Audio-Based identification of Beehive states: The dataset.

Inês Nolasco, Alessandro Terenzi, Stefania Cecchi, Simone Orcioni, Helen L. Bear, Emmanouil Benetos

Dataset, February, 2019

Automatic Music Transcription: An Overview.

Emmanouil Benetos, Simon Dixon, Zhiyao Duan, Sebastian Ewert

IEEE Signal Process. Mag., 2019

Adaptive Noise Reduction for Sound Event Detection Using Subband-Weighted NMF.

Qing Zhou, Zuren Feng, Emmanouil Benetos

Sensors, 2019

Adversarial Attacks in Sound Event Classification.

Vinod Subramanian, Emmanouil Benetos, Ning Xu, SKoT McDonald, Mark B. Sandler

CoRR, 2019

A general-purpose deep learning approach to model time-varying audio effects.

Marco A. Martínez Ramírez, Emmanouil Benetos, Joshua D. Reiss

CoRR, 2019

GAN-based Generation and Automatic Selection of Explanations for Neural Networks.

Saumitra Mishra, Daniel Stoller, Emmanouil Benetos, Bob L. Sturm, Simon Dixon

CoRR, 2019

Polyphonic Sound Event and Sound Activity Detection: A Multi-Task Approach.

Arjun Pankajakshan, Helen L. Bear, Emmanouil Benetos

Proceedings of the 2019 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2019

Investigating Kernel Shapes and Skip Connections for Deep Learning-Based Harmonic-Percussive Separation.

Carlos Lordelo, Emmanouil Benetos, Simon Dixon, Sven Ahlbäck

Proceedings of the 2019 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2019

City Classification from Multiple Real-World Sound Scenes.

Helen L. Bear, Toni Heittola, Annamaria Mesaros, Emmanouil Benetos, Tuomas Virtanen

Proceedings of the 2019 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2019

Adapting the Quality of Experience Framework for Audio Archive Evaluation.

Alessandro Ragano, Emmanouil Benetos, Andrew Hines

Proceedings of the 11th International Conference on Quality of Multimedia Experience QoMEX 2019, 2019

A Comparative Study of Neural Models for Polyphonic Music Sequence Transduction.

Adrien Ycart, Daniel Stoller, Emmanouil Benetos

Proceedings of the 20th International Society for Music Information Retrieval Conference, 2019

Blending Acoustic and Language Model Predictions for Automatic Music Transcription.

Adrien Ycart, Andrew McLeod, Emmanouil Benetos, Kazuyoshi Yoshii

Proceedings of the 20th International Society for Music Information Retrieval Conference, 2019

Adaptive Time-Frequency Scattering for Periodic Modulation Recognition in Music Signals.

Changhong Wang, Emmanouil Benetos, Vincent Lostanlen, Elaine Chew

Proceedings of the 20th International Society for Music Information Retrieval Conference, 2019

Automatic Music Transcription and Ethnomusicology: a User Study.

Andre Holzapfel, Emmanouil Benetos

Proceedings of the 20th International Society for Music Information Retrieval Conference, 2019

Ensemble Models for Spoofing Detection in Automatic Speaker Verification.

Bhusan Chettri, Daniel Stoller, Veronica Morfi, Marco A. Martínez Ramírez, Emmanouil Benetos, Bob L. Sturm

Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019

Towards Joint Sound Scene and Polyphonic Sound Event Recognition.

Helen L. Bear, Inês Nolasco, Emmanouil Benetos

Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019

SubSpectralNet - Using Sub-spectrogram Based Convolutional Neural Networks for Acoustic Scene Classification.

Sai Samarth R. Phaye, Emmanouil Benetos, Ye Wang

Proceedings of the IEEE International Conference on Acoustics, 2019

Audio-based Identification of Beehive States.

Inês Nolasco, Alessandro Terenzi, Stefania Cecchi, Simone Orcioni, Helen L. Bear, Emmanouil Benetos

Proceedings of the IEEE International Conference on Acoustics, 2019

Automatic Transcription of Diatonic Harmonica Recordings.

Filipe Lins, Marcelo O. Johann, Emmanouil Benetos, Rodrigo Schramm

Proceedings of the IEEE International Conference on Acoustics, 2019

Robustness of Adversarial Attacks in Sound Event Classification.

Vinod Subramanian, Emmanouil Benetos, Mark B. Sandler

Proceedings of the Workshop on Detection and Classification of Acoustic Scenes and Events 2019 (DCASE 2019), 2019

Audio Tagging using Linear Noise Modelling Layer.

Shubhr Singh, Arjun Pankajakshan, Emmanouil Benetos

Proceedings of the Workshop on Detection and Classification of Acoustic Scenes and Events 2019 (DCASE 2019), 2019

Onsets, Activity, and Events: A Multi-task Approach for Polyphonic Sound Event Modelling.

Arjun Pankajakshan, Helen L. Bear, Emmanouil Benetos

Proceedings of the Workshop on Detection and Classification of Acoustic Scenes and Events 2019 (DCASE 2019), 2019

2018

To bee or not to bee: An annotated dataset for beehive sound recognition.

Inês Nolasco, Emmanouil Benetos

Dataset, July, 2018

Detection and Classification of Acoustic Scenes and Events: Outcome of the DCASE 2016 Challenge.

Annamaria Mesaros, Toni Heittola, Emmanouil Benetos, Peter Foster, Mathieu Lagrange, Tuomas Virtanen, Mark D. Plumbley

IEEE ACM Trans. Audio Speech Lang. Process., 2018

Speaker recognition with hybrid features from a deep belief network.

Hazrat Ali, Son Ngoc Tran, Emmanouil Benetos, Artur S. d'Avila Garcez

Neural Comput. Appl., 2018

A Study On Convolutional Neural Network Based End-To-End Replay Anti-Spoofing.

Bhusan Chettri, Saumitra Mishra, Bob L. Sturm, Emmanouil Benetos

CoRR, 2018

Optimal Neural Network Feature Selection for Spatial-Temporal Forecasting.

Eurico Covas, Emmanouil Benetos

CoRR, 2018

Analysing The Predictions Of a CNN-Based Replay Spoofing Detection System.

Bhusan Chettri, Saumitra Mishra, Bob L. Sturm, Emmanouil Benetos

Proceedings of the 2018 IEEE Spoken Language Technology Workshop, 2018

Analysing Replay Spoofing Countermeasure Performance under varied conditions.

Bhusan Chettri, Bob L. Sturm, Emmanouil Benetos

Proceedings of the 28th IEEE International Workshop on Machine Learning for Signal Processing, 2018

Polyphonic Music Sequence Transduction with Meter-Constrained LSTM Networks.

Adrien Ycart, Emmanouil Benetos

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Towards Complete Polyphonic Music Transcription: Integrating Multi-Pitch Detection and Rhythm Quantization.

Eita Nakamura, Emmanouil Benetos, Kazuyoshi Yoshii, Simon Dixon

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

To bee or not to bee: Investigating machine learning approaches for beehive sound recognition.

Inês Nolasco, Emmanouil Benetos

Proceedings of the Workshop on Detection and Classification of Acoustic Scenes and Events, 2018

An extensible cluster-graph taxonomy for open set sound scene analysis.

Helen L. Bear, Emmanouil Benetos

Proceedings of the Workshop on Detection and Classification of Acoustic Scenes and Events, 2018

2017

DCASE2016 Challenge Submissions Package.

Annamaria Mesaros, Toni Heittola, Tuomas Virtanen, Emmanouil Benetos, Mathieu Lagrange, Grégoire Lafay, Peter Foster, Mark D. Plumbley

Dataset, September, 2017

On-Bird Sound Recordings: Automatic Acoustic Recognition of Activities and Contexts.

Dan Stowell, Emmanouil Benetos, Lisa F. Gill

IEEE ACM Trans. Audio Speech Lang. Process., 2017

Polyphonic Sound Event Tracking Using Linear Dynamical Systems.

Emmanouil Benetos, Grégoire Lafay, Mathieu Lagrange, Mark D. Plumbley

IEEE ACM Trans. Audio Speech Lang. Process., 2017

The Digital Music Lab: A Big Data Infrastructure for Digital Musicology.

Samer A. Abdallah, Emmanouil Benetos, Nicolas Gold, Steven Hargreaves, Tillman Weyde, Daniel Wolff

ACM Journal on Computing and Cultural Heritage, 2017

Sound event detection in synthetic audio: Analysis of the dcase 2016 task results.

Grégoire Lafay, Emmanouil Benetos, Mathieu Lagrange

Proceedings of the 2017 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2017

Assessing the Relevance of Onset Information for Note Tracking in Piano Music Transcription.

Jose J. Valero-Mas, Emmanouil Benetos, José Manuel Iñesta Quereda

Proceedings of the AES International Conference Semantic Audio 2017, 2017

Automatic Transcription of a Cappella recordings from Multiple Singers.

Rodrigo Schramm, Emmanouil Benetos

Proceedings of the AES International Conference Semantic Audio 2017, 2017

Polyphonic Note and Instrument Tracking Using Linear Dynamical Systems.

Emmanouil Benetos

Proceedings of the AES International Conference Semantic Audio 2017, 2017

A Study on LSTM Networks for Polyphonic Music Sequence Modelling.

Adrien Ycart, Emmanouil Benetos

Proceedings of the 18th International Society for Music Information Retrieval Conference, 2017

Multi-Pitch Detection and Voice Assignment for A Cappella Recordings of Multiple Singers.

Rodrigo Schramm, Andrew McLeod, Mark Steedman, Emmanouil Benetos

Proceedings of the 18th International Society for Music Information Retrieval Conference, 2017

On the memory properties of recurrent neural models.

Arthur Jack Russell, Emmanouil Benetos, Artur S. d'Avila Garcez

Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

2016

An End-to-End Neural Network for Polyphonic Piano Music Transcription.

Siddharth Sigtia, Emmanouil Benetos, Simon Dixon

IEEE ACM Trans. Audio Speech Lang. Process., 2016

A Morphological Model for Simulating Acoustic Scenes and Its Application to Sound Event Detection.

Grégoire Lafay, Mathieu Lagrange, Mathias Rossignol, Emmanouil Benetos, Axel Roebel

IEEE ACM Trans. Audio Speech Lang. Process., 2016

Learning a Feature Space for Similarity in World Music.

Maria Panteli, Emmanouil Benetos, Simon Dixon

Proceedings of the 17th International Society for Music Information Retrieval Conference, 2016

The Sousta Corpus: Beat-Informed Automatic Transcription of Traditional Dance Tunes.

Andre Holzapfel, Emmanouil Benetos

Proceedings of the 17th International Society for Music Information Retrieval Conference, 2016

An Attack/Decay Model for Piano Transcription.

Tian Cheng, Matthias Mauch, Emmanouil Benetos, Simon Dixon

Proceedings of the 17th International Society for Music Information Retrieval Conference, 2016

Detection of overlapping acoustic events using a temporally-constrained probabilistic model.

Emmanouil Benetos, Grégoire Lafay, Mathieu Lagrange, Mark D. Plumbley

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Digital music lab: A framework for analysing big music data.

Samer A. Abdallah, Emmanouil Benetos, Nicolas E. Gold, Steven Hargreaves, Tillman Weyde, Daniel Wolff

Proceedings of the 24th European Signal Processing Conference, 2016

2015

Detection and Classification of Acoustic Scenes and Events.

Dan Stowell, Dimitrios Giannoulis, Emmanouil Benetos, Mathieu Lagrange, Mark D. Plumbley

IEEE Trans. Multim., 2015

An End-to-End Neural Network for Polyphonic Music Transcription.

Siddharth Sigtia, Emmanouil Benetos, Simon Dixon

CoRR, 2015

An evaluation framework for event detection using a morphological model of acoustic scenes.

Mathieu Lagrange, Grégoire Lafay, Mathias Rossignol, Emmanouil Benetos, Axel Roebel

CoRR, 2015

An Efficient Temporally-Constrained Probabilistic Model for Multiple-Instrument Music Transcription.

Emmanouil Benetos, Tillman Weyde

Proceedings of the 16th International Society for Music Information Retrieval Conference, 2015

A hybrid recurrent neural network for music transcription.

Siddharth Sigtia, Emmanouil Benetos, Nicolas Boulanger-Lewandowski, Tillman Weyde, Artur S. d'Avila Garcez, Simon Dixon

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Alternate level clustering for drum transcription.

Mathias Rossignol, Mathieu Lagrange, Grégoire Lafay, Emmanouil Benetos

Proceedings of the 23rd European Signal Processing Conference, 2015

2014

Improving Automatic Music Transcription Through Key Detection.

Emmanouil Benetos, Andreas Jansson, Tillman Weyde

Proceedings of the AES International Conference on Semantic Audio 2014, 2014

Incremental Dataset Definition for Large Scale Musicological Research.

Daniel Wolff, Dan Tidhar, Emmanouil Benetos, Edouard Dumon, Srikanth Cherla, Tillman Weyde

Proceedings of the 1st International Workshop on Digital Libraries for Musicology, 2014

Big Data for Musicology.

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

Proceedings of the 1st International Workshop on Digital Libraries for Musicology, 2014

An RNN-based Music Language Model for Improving Automatic Music Transcription.

Siddharth Sigtia, Emmanouil Benetos, Srikanth Cherla, Tillman Weyde, Artur S. d'Avila Garcez, Simon Dixon

Proceedings of the 15th International Society for Music Information Retrieval Conference, 2014

Template Adaptation for Improving Automatic Music Transcription.

Emmanouil Benetos, Roland Badeau, Tillman Weyde, Gaël Richard

Proceedings of the 15th International Society for Music Information Retrieval Conference, 2014

Learning motion-difference features using Gaussian restricted Boltzmann machines for efficient human action recognition.

Son Ngoc Tran, Emmanouil Benetos, Artur S. d'Avila Garcez

Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

Improving instrument recognition in polyphonic music through system integration.

Dimitrios Giannoulis, Emmanouil Benetos, Anssi Klapuri, Mark D. Plumbley

Proceedings of the IEEE International Conference on Acoustics, 2014

Automatic transcription of pitched and unpitched sounds from polyphonic music.

Emmanouil Benetos, Sebastian Ewert, Tillman Weyde

Proceedings of the IEEE International Conference on Acoustics, 2014

2013

Automatic music transcription: challenges and future directions.

Emmanouil Benetos, Simon Dixon, Dimitrios Giannoulis, Holger Kirchhoff, Anssi Klapuri

J. Intell. Inf. Syst., 2013

Detection and classification of acoustic scenes and events: An IEEE AASP challenge.

Dimitrios Giannoulis, Emmanouil Benetos, Dan Stowell, Mathias Rossignol, Mathieu Lagrange, Mark D. Plumbley

Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2013

A Machine Learning Approach to Voice Separation in Lute Tablature.

Reinier de Valk, Tillman Weyde, Emmanouil Benetos

Proceedings of the 14th International Society for Music Information Retrieval Conference, 2013

Explicit Duration Hidden Markov Models for Multiple-Instrument Polyphonic Music Transcription.

Emmanouil Benetos, Tillman Weyde

Proceedings of the 14th International Society for Music Information Retrieval Conference, 2013

Automatic Transcription of Turkish Makam Music.

Emmanouil Benetos, Andre Holzapfel

Proceedings of the 14th International Society for Music Information Retrieval Conference, 2013

A database and challenge for acoustic scene classification and event detection.

Dimitrios Giannoulis, Dan Stowell, Emmanouil Benetos, Mathias Rossignol, Mathieu Lagrange, Mark D. Plumbley

Proceedings of the 21st European Signal Processing Conference, 2013

2012

A Shift-Invariant Latent Variable Model for Automatic Music Transcription.

Emmanouil Benetos, Simon Dixon

Comput. Music. J., 2012

Automatic Music Transcription: Breaking the Glass Ceiling.

Emmanouil Benetos, Simon Dixon, Dimitrios Giannoulis, Holger Kirchhoff, Anssi Klapuri

Proceedings of the 13th International Society for Music Information Retrieval Conference, 2012

Temporally-Constrained Convolutive Probabilistic Latent Component Analysis for Multi-pitch Detection.

Emmanouil Benetos, Simon Dixon

Proceedings of the Latent Variable Analysis and Signal Separation, 2012

Score-informed transcription for automatic piano tutoring.

Emmanouil Benetos, Anssi Klapuri, Simon Dixon

Proceedings of the 20th European Signal Processing Conference, 2012

2011

Joint Multi-Pitch Detection Using Harmonic Envelope Estimation for Polyphonic Music Transcription.

Emmanouil Benetos, Simon Dixon

IEEE J. Sel. Top. Signal Process., 2011

A temporally-constrained convolutive probabilistic model for pitch detection.

Emmanouil Benetos, Simon Dixon

Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2011

The Temperament Police: The Truth, the Ground Truth, and Nothing but the Truth.

Simon Dixon, Dan Tidhar, Emmanouil Benetos

Proceedings of the 12th International Society for Music Information Retrieval Conference, 2011

Polyphonic music transcription using note onset and offset detection.

Emmanouil Benetos, Simon Dixon

Proceedings of the IEEE International Conference on Acoustics, 2011

2010

Auditory Spectrum-Based Pitched Instrument Onset Detection.

Emmanouil Benetos, Yannis Stylianou

IEEE Trans. Speech Audio Process., 2010

Non-Negative Tensor Factorization Applied to Music Genre Classification.

Emmanouil Benetos, Constantine Kotropoulos

IEEE Trans. Speech Audio Process., 2010

Multiple-F0 estimation of piano sounds exploiting spectral structure and temporal evolution.

Emmanouil Benetos, Simon Dixon

Proceedings of the ISCA Workshop on Statistical And Perceptual Audition, 2010

2009

Pitched Instrument Onset Detection based on Auditory Spectra.

Emmanouil Benetos, Andre Holzapfel, Yannis Stylianou

Proceedings of the 10th International Society for Music Information Retrieval Conference, 2009

2008

Computationally Efficient and Robust BIC-Based Speaker Segmentation.

Margarita Kotti, Emmanouil Benetos, Costas Kotropoulos

IEEE Trans. Speech Audio Process., 2008

Music Genre Classification: A Multilinear Approach.

Ioannis Panagakis, Emmanouil Benetos, Constantine Kotropoulos

Proceedings of the ISMIR 2008, 2008

A tensor-based approach for automatic music genre classification.

Emmanouil Benetos, Constantine Kotropoulos

Proceedings of the 2008 16th European Signal Processing Conference, 2008

Movie Analysis with Emphasis to Dialogue and Action Scene Detection.

Emmanouil Benetos, Spyridon Siatras, Constantine Kotropoulos, Nikos Nikolaidis, Ioannis Pitas

Proceedings of the Multimodal Processing and Interaction, Audio, Video, Text, 2008

2007

A neural network approach to audio-assisted movie dialogue detection.

Margarita Kotti, Emmanouil Benetos, Constantine Kotropoulos, Ioannis Pitas

Neurocomputing, 2007

Systematic comparison of BIC-based speaker segmentation systems.

Vassiliki Moschou, Margarita Kotti, Emmanouil Benetos, Constantine Kotropoulos

Proceedings of the IEEE 9th Workshop on Multimedia Signal Processing, 2007

2006

Automatic speaker change detection with the Bayesian information criterion using MPEG-7 features and a fusion scheme.

Margarita Kotti, Emmanouil Benetos, Constantine Kotropoulos

Proceedings of the International Symposium on Circuits and Systems (ISCAS 2006), 2006

Musical instrument classification using non-negative matrix factorization algorithms.

Emmanouil Benetos, Margarita Kotti, Constantine Kotropoulos

Proceedings of the International Symposium on Circuits and Systems (ISCAS 2006), 2006

Automatic Speaker Segmentation using Multiple Features and Distance Measures: A Comparison of Three Approaches.

Margarita Kotti, Luis P. M. Martins, Emmanouil Benetos, Jaime S. Cardoso, Constantine Kotropoulos

Proceedings of the 2006 IEEE International Conference on Multimedia and Expo, 2006

Applying Supervised Classifiers Based on Non-negative Matrix Factorization to Musical Instrument Classification.

Emmanouil Benetos, Margarita Kotti, Constantine Kotropoulos

Proceedings of the 2006 IEEE International Conference on Multimedia and Expo, 2006

Musical Instrument Classification using Non-Negative Matrix Factorization Algorithms and Subset Feature Selection.

Emmanouil Benetos, Margarita Kotti, Constantine Kotropoulos

Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

Testing supervised classifiers based on non-negative matrix factorization to musical instrument classification.

Emmanouil Benetos, Constantine Kotropoulos, Thomas Lidy, Andreas Rauber

Proceedings of the 14th European Signal Processing Conference, 2006