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Research

Publications: Dr Emmanouil Benetos

Huang J, Benetos E, Ewert S ( 2022 ) . Improving lyrics Alignment through Joint Pitch Detection . Conference: 2022 IEEE International Conference on Acoustics, Speech and Signal Processing ( Singapore ) from: 22/05/2022 to: 27/05/2022 ,
Ou L, Guo Z, Benetos E, Han J, Wang Y ( 2022 ) . Exploring transformer's potential on automatic piano transcription . Conference: IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) ( Singapore ) from: 07/05/2022 to: 13/05/2022 ,
Manco I, Benetos E, Quinton E, Fazekas G ( 2022 ) . Learning music audio representations via weak language supervision . Conference: 2022 IEEE International Conference on Acoustics, Speech and Signal Processing ( Singapore ) from: 22/05/2022 to: 27/05/2022 ,
Wang C, Benetos E, Lostanlen V, Chew E ( 2022 ) . Adaptive Scattering Transforms for Playing Technique Recognition . IEEE/ACM Transactions on Audio, Speech and Language Processing
Benetos E, Ragano A, Sgroi D, Tuckwell A ( 2022 ) . Measuring national mood with music: using machine learning to construct a measure of national valence from audio data . Behavior Research Methods
Terenzi A, Ortolani N, De Almeida Nolasco I, Benetos E, Cecchi S ( 2022 ) . Comparison of feature extraction methods for sound-based classification of honey bee activity . IEEE/ACM Transactions on Audio, Speech and Language Processing vol. 30 , 112 - 122 .
Bodo RPP, Benetos E, Queiroz M ( 2021 ) . A framework for music similarity and cover song identification . Conference: 15th International Symposium on Computer Music Multidisciplinary Research (CMMR) ( Tokyo, Japan ) from: 15/11/2021 to: 19/11/2021 , 205 - 214 .
Ozaki Y, McBride J, Benetos E, Pfordresher PQ, Six J, T. Tierney A, Proutskova P, Sakai E et al. ( 2021 ) . Agreement among human and annotated transcriptions of global songs . Conference: 22nd International Society for Music Information Retrieval Conference (ISMIR) from: 09/11/2021 to: 12/11/2021 , 500 - 508 .
Vianna Lordelo C, Benetos E, Dixon S, Ahlbäck S ( 2021 ) . Pitch-informed instrument assignment using a deep convolutional network with multiple kernel shapes . Conference: 22nd International Society for Music Information Retrieval Conference (ISMIR) from: 09/11/2021 to: 12/11/2021 , 389 - 395 .
O'Hanlon K, Benetos E, Dixon S ( 2021 ) . Detecting cover songs with pitch class key-invariant networks . Conference: IEEE International Workshop on Machine Learning for Signal Processing (MLSP) ( Gold Coast, Queensland, Australia ) from: 25/10/2021 to: 28/10/2021 ,
Holzapfel A, Benetos E, Killick A, Widdess R ( 2021 ) . Humanities and Engineering Perspectives on Music Transcription . Digital Scholarship in the Humanities
Bear H, Morfi V, Benetos E ( 2021 ) . An evaluation of data augmentation methods for sound scene geotagging . Conference: 22nd Annual Conference of the International Speech Communication Association (INTERSPEECH) ( Brno, Czech Republic ) from: 30/08/2021 to: 03/09/2021 , 581 - 585 .
Sarkar S, Benetos E, Sandler M ( 2021 ) . Vocal Harmony Separation using Time-domain Neural Networks . Conference: 22nd Annual Conference of the International Speech Communication Association (INTERSPEECH) ( Brno, Czech Republic ) from: 30/08/2021 to: 03/09/2021 , 3515 - 3519 .
Zhao Y, Wang C, Fazekas G, Benetos E, Sandler M ( 2021 ) . Violinist identification based on vibrato features . Conference: 29th European Signal Processing Conference (EUSIPCO) from: 23/08/2021 to: 27/08/2021 , 381 - 385 .
Manco I, Benetos E, Quinton E, Fazekas G ( 2021 ) . MusCaps: generating captions for music audio . Conference: International Joint Conference on Neural Networks (IJCNN) from: 18/07/2021 to: 22/07/2021 ,
Cheuk KW, Luo Y-J, Benetos E, Herremans D ( 2021 ) . Revisiting the onsets and frames model with additive attention . Conference: International Joint Conference on Neural Networks (IJCNN) from: 18/07/2021 to: 22/07/2021 ,
Liu L, Benetos E ( 2021 ) . From Audio to Music Notation . Handbook of Artificial Intelligence for Music , Editors: Miranda, ER , Edition. 1st , Springer International Publishing ( Cham, Switzerland ),
Ragano A, Benetos E, Hines A ( 2021 ) . More for Less: Non-Intrusive Speech Quality Assessment with Limited Annotations . https://qomex2021.itec.aau.at/ . Conference: 13th International Conference on Quality of Multimedia Experience (QoMEX) from: 14/06/2021 to: 17/06/2021 ,
Liu L, Morfi G-V, Benetos E ( 2021 ) . Joint multi-pitch detection and score transcription for polyphonic piano music . Conference: IEEE International Conference on Acoustics, Speech and Signal Processing ( Toronto, Canada ) from: 06/06/2021 to: 11/06/2021 ,
Singh S, Bear H, Benetos E ( 2021 ) . Prototypical Networks for Domain Adaptation in Acoustic Scene Classification . Conference: IEEE International Conference on Acoustics, Speech and Signal Processing ( Toronto, Canada ) from: 06/06/2021 to: 11/06/2021 ,
Subramanian V, Gururani S, Benetos E, Sandler M ( 2021 ) . Anomalous behaviour in loss-gradient based interpretability methods . Conference: RobustML workshop paper at ICLR 2021
Cheuk KW, Benetos E, Luo Y, Herremans D ( 2021 ) . The effect of spectrogram reconstructions on automatic music transcription: an alternative approach to improve transcription accuracy . Conference: 25th International Conference on Pattern Recognition (ICPR2020) ( Milan, Italy ) from: 10/01/2021 to: 15/01/2021 , 9091 - 9098 .
Vianna Lordelo C, Benetos E, Dixon S, Ahlbäck S, Ohlsson P ( 2020 ) . Adversarial Unsupervised Domain Adaptation for Harmonic-Percussive Source Separation . IEEE Signal Processing Letters vol. 28 , 81 - 85 .
Liu L, Morfi G-V, Benetos E ( 2020 ) . Joint Piano-roll and Score Transcription for Polyphonic Piano Music . Conference: DMRN+15: Digital Music Research Network One-day Workshop ( London, UK ) from: 15/12/2020 to: 15/12/2020 ,
Chettri B, Benetos E, Sturm BLT ( 2020 ) . Dataset artefacts in anti-spoofing systems: a case study on the ASVspoof 2017 benchmark . IEEE/ACM Transactions on Audio, Speech and Language Processing vol. 28 , 3018 - 3028 .
Chettri B, Kinnunen T, Benetos E ( 2020 ) . Subband modeling for spoofing detection in automatic speaker verification . http://www.odyssey2020.org/ . Conference: Odyssey 2020: The Speaker and Language Recognition Workshop ( Tokyo, Japan ) from: 01/11/2020 to: 05/11/2020 , 341 - 348 .
Ragano A, Benetos E, Hines A ( 2020 ) . Development of a Speech Quality Database Under Uncontrolled Conditions . Conference: 21st Annual Conference of the International Speech Communication Association (INTERSPEECH 2020) ( Shanghai, China ) from: 25/10/2020 to: 29/10/2020 ,
Pankajakshan A, Bear H, Subramanian V, Benetos E ( 2020 ) . Memory Controlled Sequential Self Attention for Sound Recognition . Conference: 21st Annual Conference of the International Speech Communication Association (INTERSPEECH 2020) ( Shanghai, China ) from: 25/10/2020 to: 29/10/2020 ,
MISHRA S, Benetos E, Sturm B, Dixon S ( 2020 ) . Reliable Local Explanations for Machine Listening . Conference: International Joint Conference on Neural Networks (IJCNN) ( Glasgow, UK ) from: 19/07/2020 to: 24/07/2020 ,
Ycart A, Liu L, Benetos E, Pearce M ( 2020 ) . Investigating the Perceptual Validity of Evaluation Metrics for Automatic Piano Music Transcription . Transactions of the International Society for Music Information Retrieval vol. 3 , ( 1 ) 68 - 81 .
Ragano A, Benetos E, Hines A ( 2020 ) . Audio impairment recognition using a correlation-based feature representation . http://qomex2020.ie/ . Conference: 12th International Conference on Quality of Multimedia Experience (QoMEX) ( Athlone, Ireland ) from: 26/05/2020 to: 28/05/2020 ,
SUBRAMANIAN V, Pankajakshan A, Benetos E, Xu N, McDonald S, Sandler M ( 2020 ) . A Study on the Transferability of Adversarial Attacks in Sound Event Classification . Conference: IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2020) ( Barcelona, Spain ) from: 04/05/2020 to: 08/05/2020 , 301 - 305 .
Wei W, Zhu H, Benetos E, Wang Y ( 2020 ) . A-CRNN: a domain adaptation model for sound event detection . Conference: IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2020) ( Barcelona, Spain ) from: 04/05/2020 to: 08/05/2020 , 276 - 280 .
Martinez Ramirez M, Benetos E, Reiss J ( 2020 ) . Modeling plate and spring reverberation using a DSP-informed deep neural network . Conference: IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2020) ( Barcelona, Spain ) from: 04/05/2020 to: 08/05/2020 , 241 - 245 .
Wang C, Lostanlen V, Benetos E, Chew E ( 2020 ) . Playing Technique Recognition by Joint Time–Frequency Scattering . Conference: IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2020) ( Barcelona, Spain ) from: 04/05/2020 to: 08/05/2020 , 881 - 885 .
Ycart A, Liu L, Benetos E, Pearce MT ( 2020 ) . Musical Features for Automatic Music Transcription Evaluation .
Ycart A, Benetos E ( 2020 ) . Learning and Evaluation Methodologies for Polyphonic Music Sequence Prediction with LSTMs . IEEE/ACM Transactions on Audio, Speech and Language Processing vol. 28 , ( 1 ) 1328 - 1341 .
Chettri B, Kinnunen T, Benetos E ( 2020 ) . Deep Generative Variational Autoencoding for Replay Spoof Detection in Automatic Speaker Verification . Computer Speech and Language vol. 63 , Article 101092 ,
Martinez Ramirez M, Benetos E, Reiss J ( 2020 ) . Deep Learning for Black-Box Modeling of Audio Effects . Applied Sciences vol. 10 , ( 2 ) Article 638 ,
Liu L, Benetos E ( 2019 ) . Automatic Music Accompaniment with a Chroma-based Music Data Representation . Presented at: DMRN+14: Digital Music Research Network One-day Workshop ,
Ycart A, Stoller D, Benetos E ( 2019 ) . A Comparative Study of Neural Models for Polyphonic Music Sequence Transduction . Conference: 20th conference of the International Society for Music Information Retrieval (ISMIR) ( Delft, The Netherlands ) from: 04/11/2019 to: 08/11/2019 , 470 - 477 .
Wang C, Benetos E, Lostanlen V, Chew E ( 2019 ) . Adaptive Time–Frequency Scattering for Periodic Modulation Recognition in Music Signals . Conference: International Society for Music Information Retrieval Conference ( Delft, The Netherlands ) from: 04/11/2019 to: 08/11/2019 , 809 - 815 .
Holzapfel A, Benetos E ( 2019 ) . Automatic music transcription and ethnomusicology: a user study . Conference: 20th conference of the International Society for Music Information Retrieval (ISMIR) ( Delft, The Netherlands ) from: 04/11/2019 to: 08/11/2019 , 678 - 684 .
Ycart A, McLeod A, Benetos E, Yoshii K ( 2019 ) . Blending acoustic and language model predictions for automatic music transcription . Conference: 20th conference of the International Society for Music Information Retrieval (ISMIR) ( Delft, The Netherlands ) from: 04/11/2019 to: 08/11/2019 , 454 - 461 .
Wang C, Benetos E, Chew E ( 2019 ) . CBF-periDB: A Chinese Bamboo Flute Dataset for Periodic Modulation Analysis . Conference: International Society for Music Information Retrieval Conference Late-Breaking Demo Session ( Delft, The Netherlands ) from: 04/11/2019 to: 08/11/2019 ,
Singh S, Pankajakshan A, Benetos E ( 2019 ) . Audio tagging using a linear noise modelling layer . http://dcase.community/workshop2019/ . Conference: 4th Workshop on Detection and Classification of Acoustic Scenes and Events (DCASE 2019) ( New York, USA ) from: 25/10/2019 to: 26/10/2019 , 234 - 238 .
Pankajakshan A, Bear H, Benetos E ( 2019 ) . Onsets, activity, and events: a multi-task approach for polyphonic sound event modelling . http://dcase.community/workshop2019/ . Conference: 4th Workshop on Detection and Classification of Acoustic Scenes and Events (DCASE 2019) ( New York, USA ) from: 25/10/2019 to: 26/10/2019 , 174 - 178 .
SUBRAMANIAN V, Benetos E, Sandler M ( 2019 ) . Robustness of Adversarial Attacks in Sound Event Classification . http://dcase.community/workshop2019/ . Conference: 4th Workshop on Detection and Classification of Acoustic Scenes and Events (DCASE 2019) ( New York, USA ) from: 25/10/2019 to: 26/10/2019 , 239 - 243 .
Bear H, Heittola T, Mesaros A, Benetos E, Virtanen T ( 2019 ) . City classification from multiple real-world sound scenes . http://www.waspaa.com/ . Conference: IEEE Workshop on Applications of Signal Processing to Audio and Acoustics ( New Paltz, NY, USA ) from: 20/10/2019 to: 23/10/2019 , 11 - 15 .
Vianna Lordelo C, Benetos E, Dixon S, Ahlbäck S ( 2019 ) . Investigating kernel shapes and skip connections for deep learning-based harmonic-percussive separation . http://www.waspaa.com/ . Conference: IEEE Workshop on Applications of Signal Processing to Audio and Acoustics ( New Paltz, NY, USA ) from: 20/10/2019 to: 23/10/2019 , 40 - 44 .
Pankajakshan A, Bear H, Benetos E ( 2019 ) . Polyphonic sound event and sound activity detection: a multi-task approach . http://www.waspaa.com/ . Conference: IEEE Workshop on Applications of Signal Processing to Audio and Acoustics ( New Paltz, NY, USA ) from: 20/10/2019 to: 23/10/2019 , 318 - 322 .
Chettri B, Stoller D, Morfi V, Martinez Ramirez M, Benetos E, Sturm B ( 2019 ) . Ensemble Models for Spoofing Detection in Automatic Speaker Verification . Conference: 20th Annual Conference of the International Speech Communication Association (INTERSPEECH 2019) ( Graz, Austria ) from: 15/07/2019 to: 19/09/2019 , 1018 - 1022 .
Bear H, Nolasco I, Benetos E ( 2019 ) . Towards joint sound scene and polyphonic sound event recognition . Conference: 20th Annual Conference of the International Speech Communication Association (INTERSPEECH 2019) ( Graz, Austria ) from: 15/09/2019 to: 19/09/2019 , 4594 - 4598 .
Martinez Ramirez M, Benetos E, Reiss J ( 2019 ) . A general-purpose deep learning approach to model time-varying audio effects . Conference: International Conference on Digital Audio Effects (DAFx-19) ( Birmingham, UK ) from: 02/09/2019 to: 06/09/2019 ,
Zhou Q, Feng Z, Benetos E ( 2019 ) . Adaptive Noise Reduction for Sound Event Detection Using Subband-Weighted NMF . Sensors vol. 19 , ( 14 ) Article 3206 ,
Subramanian V, Benetos E, Xu N, McDonald S, Sandler MB ( 2019 ) . Adversarial Attacks in Sound Event Classification .
Covas E, Benetos E ( 2019 ) . Optimal Neural Network Feature Selection for Spatial-Temporal Forecasting . Chaos vol. 29 , ( 6 ) Article 063111 ,
Ragano A, BENETOS E, Hines A ( 2019 ) . Adapting the Quality of Experience Framework for Audio Archive Evaluation . https://www.qomex2019.de/ . Conference: 11th International Conference on Quality of Multimedia Experience ( Berlin, Germany ) from: 05/06/2019 to: 07/06/2019 ,
WANG C, BENETOS E, MENG X, CHEW E ( 2019 ) . HMM-based Glissando Detection for Recordings of Chinese Bamboo Flute . Proceedings of Sound and Music Computing Conference . Conference: Sound and Music Computing Conference ( Malaga, Spain ) from: 28/05/2019 to: 31/05/2019 , 545 - 550 .
Lins F, Johann M, BENETOS E, Schramm R ( 2019 ) . Automatic Transcription of Diatonic Harmonica Recordings . Conference: IEEE International Conference on Acoustics, Speech, and Signal Processing ( Brighton, UK ) from: 12/05/2019 to: 17/05/2019 ,
Phaye SSR, BENETOS E, Wang Y ( 2019 ) . SubSpectralNet - Using sub-spectrogram based convolutional neural networks for acoustic scene classification . Conference: IEEE International Conference on Acoustics, Speech, and Signal Processing ( Brighton, UK ) from: 12/05/2019 to: 17/05/2019 ,
MISHRA S, STOLLER D, BENETOS E, STURM B, DIXON S ( 2019 ) . GAN-based Generation and Automatic Selection of Explanations for Neural Networks . https://sites.google.com/view/safeml-iclr2019 . Conference: SafeML ICLR 2019 Workshop ( New Orleans, USA ) from: 06/05/2019 to: 06/05/2019 ,
Nolasco I, Terenzi A, Cecchi S, Orcioni S, BEAR H, BENETOS E ( 2019 ) . Audio-based identification of beehive states . Conference: IEEE International Conference on Acoustics, Speech, and Signal Processing ( Brighton, UK ) from: 12/05/2019 to: 17/05/2019 ,
BENETOS E, DIXON S, Duan Z, EWERT S ( 2019 ) . Automatic Music Transcription: An Overview . IEEE Signal Processing Magazine vol. 36 , ( 1 ) 20 - 30 .
CHETTRI B, MISHRA S, STURM B, BENETOS E ( 2018 ) . Analysing the predictions of a CNN-based replay spoofing detection system . http://www.slt2018.org/ . Conference: 2018 IEEE Workshop on Spoken Language Technology ( Athens, Greece ) from: 18/12/2018 to: 21/12/2018 , 92 - 97 .
BEAR H, BENETOS E ( 2018 ) . An extensible cluster-graph taxonomy for open set sound scene analysis . http://dcase.community/workshop2018/ . Conference: Workshop on Detection and Classification of Acoustic Scenes and Events ( Surrey, UK ) from: 19/11/2018 to: 20/11/2018 ,
Nolasco I, BENETOS E ( 2018 ) . To bee or not to bee: Investigating machine learning approaches for beehive sound recognition . http://dcase.community/documents/workshop2018/proceedings/DCASE2018Workshop_Nolasco_131.pdf . Conference: 2018 Workshop on Detection and Classification of Acoustic Scenes and Events (DCASE 2018) ( Surrey, UK ) from: 19/11/2018 to: 20/11/2018 ,
YCART A, BENETOS E ( 2018 ) . A-MAPS: Augmented MAPS Dataset with Rhythm and Key Annotations . Conference: 19th International Society for Music Information Retrieval Conference Late-Breaking Demos Session ( Paris ) from: 23/09/2018 to: 27/09/2018 ,
WANG C, BENETOS E, MENG X, CHEW E ( 2018 ) . Towards HMM-based glissando detection for recordings of Chinese bamboo flute . http://ismir2018.ircam.fr/pages/events-lbd.html . Conference: International Society for Music Information Retrieval Conference Late-Breaking Demos Session ( Paris, France ) from: 23/09/2018 to: 27/09/2018 ,
CHETTRI B, STURM BLT, BENETOS E ( 2018 ) . Analysing replay spoofing countermeasure performance under varied conditions . Conference: IEEE International Workshop on Machine Learning for Signal Processing ( Aalborg, Denmark ) from: 17/09/2018 to: 20/09/2018 ,
Ali H, Tran SN, Benetos E, d'Avila Garcez AS ( 2018 ) . Speaker recognition with hybrid features from a deep belief network . Neural Computing and Applications vol. 29 , ( 6 ) 13 - 19 .
Chettri B, Mishra S, Sturm BL, Benetos E ( 2018 ) . A Study On Convolutional Neural Network Based End-To-End Replay Anti-Spoofing .
YCART A, BENETOS E ( 2018 ) . Polyphonic Music Sequence Transduction with Meter-Constrained LSTM Networks . Conference: IEEE International Conference on Acoustics, Speech and Signal Processing ( Calgary, Canada ) from: 15/04/2018 to: 20/04/2018 , 386 - 390 .
Nakamura E, BENETOS E, Yoshii K, DIXON S ( 2018 ) . Towards Complete Polyphonic Music Transcription: Integrating Multi-Pitch Detection and Rhythm Quantization . Conference: IEEE International Conference on Acoustics, Speech and Signal Processing ( Calgary, Canada ) from: 15/04/2018 to: 20/04/2018 , 101 - 105 .
Valero-Mas JJ, BENETOS E, Iñesta JM ( 2018 ) . A Supervised Classification Approach for Note Tracking in Polyphonic Piano Transcription . Journal of New Music Research vol. 47 , ( 3 ) 249 - 263 .
Mesaros A, Heittola T, Benetos E, Foster P, Lagrange M, Virtanen T, Plumbley M ( 2018 ) . Detection and Classification of Acoustic Scenes and Events: Outcome of the DCASE 2016 Challenge . IEEE/ACM Transactions on Audio, Speech and Language Processing vol. 26 , ( 2 ) 379 - 393 .
PANTELI M, BENETOS E, DIXON S ( 2018 ) . A review of manual and computational approaches for the study of world music corpora . Journal of New Music Research vol. 47 , ( 2 ) 176 - 189 .
BENETOS E, STOWELL D, PLUMBLEY M ( 2018 ) . Approaches to complex sound scene analysis . Computational Analysis of Sound Scenes and Events , Editors: Virtanen, T, PLUMBLEY, M, Ellis, D , Edition. 1 , Springer International Publishing
( 2018 ) . Proceedings of the 19th International Society for Music Information Retrieval Conference, ISMIR 2018, Paris, France, September 23-27, 2018 . ISMIR . Editors: Gómez, E, Hu, X, Humphrey, E, Benetos, E et al. ,
PANTELI M, BENETOS E, DIXON S ( 2017 ) . A computational study on outliers in world music . PLoS ONE vol. 12 , ( 12 ) Article e0189399 , 1 - 28 .
McLeod A, Schramm R, Steedman M, BENETOS E ( 2017 ) . Automatic Transcription of Polyphonic Vocal Music . Applied Sciences vol. 7 , ( 12 ) Article 1285 ,
Ycart A, Benetos E ( 2017 ) . A study on LSTM networks for polyphonic music sequence modelling . Conference: 18th International Society for Music Information Retrieval Conference (ISMIR 2017) ( Suzhou, China ) from: 23/10/2017 to: 27/10/2017 , 421 - 427 .
Schramm R, McLeod A, Steedman M, Benetos E ( 2017 ) . Multi-pitch detection and voice assignment for a cappella recordings of multiple singers . Conference: 18th International Society for Music Information Retrieval Conference (ISMIR 2017) ( Suzhou, China ) from: 23/10/2017 to: 27/10/2017 , 552 - 559 .
Lafay G, Benetos E, Lagrange M ( 2017 ) . Sound Event Detection in Synthetic Audio: Analysis of the DCASE 2016 Task Results . http://www.waspaa.com/ . Conference: IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA 2017) ( New Paltz, NY, USA ) from: 18/10/2017 to: 15/10/2017 , 11 - 15 .
YCART A, BENETOS E ( 2017 ) . Neural Music Language Models: investigating the training process . Conference: International Conference of Students of Systematic Musicology
Valero-Mas JJ, Benetos E, Iñesta JM ( 2017 ) . Assessing the Relevance of Onset Information for Note Tracking in Piano Music Transcription . Conference: 2017 AES International Conference on Semantic Audio ( Erlangen, Germany ) from: 22/06/2017 to: 24/06/2017 ,
Schramm R, Benetos E ( 2017 ) . Automatic Transcription of a Cappella Recordings from Multiple Singers . Conference: 2017 AES International Conference on Semantic Audio ( Erlangen, Germany ) from: 22/06/2017 to: 24/06/2017 ,
Benetos E ( 2017 ) . Polyphonic note and instrument tracking using linear dynamical systems . Conference: 2017 AES International Conference on Semantic Audio ( Erlangen, Germany ) from: 22/06/2017 to: 24/06/2017 ,
Stowell D, Benetos E, Gill LF ( 2017 ) . On-Bird Sound Recordings: Automatic Acoustic Recognition of Activities and Contexts . IEEE/ACM Trans. Audio, Speech & Language Processing vol. 25 , ( 6 ) 1193 - 1206 .
Benetos E, Lafay G, Lagrange M, Plumbley MD ( 2017 ) . Polyphonic Sound Event Tracking using Linear Dynamical Systems . IEEE/ACM Transactions on Audio, Speech and Language Processing vol. 25 , ( 6 ) 1266 - 1277 .
Russell AJ, Benetos E, d'Avila Garcez AS ( 2017 ) . On the Memory Properties of Recurrent Neural Models . Conference: International Joint Conference on Neural Networks (IJCNN 2017) ( Anchorage, Alaska, USA ) from: 19/05/2017 to: 14/05/2017 , 2596 - 2603 .
Abdallah S, Benetos E, Gold N, Hargreaves S, Weyde T, Wolff D ( 2017 ) . The Digital Music Lab: A Big Data Infrastructure for Digital Musicology . ACM Journal on Computing and Cultural Heritage vol. 10 , ( 1 )
BENETOS E, Schramm, R ( 2016 ) . Automatic Transcription of Vocal Quartets . DMRN+11: Digital Music Research Network Workshop Proceedings 2016 . Conference: DMRN+11: Digital Music Research Network One-day Workshop 2016 ( Centre for Digital Music, Queen Mary University of London ) from: 20/12/2016 to: 20/12/2016 ,
YCART A, Benetos E ( 2016 ) . Towards a Music Language Model for Audio Analysis . DMRN+11: Digital Music Research Network Workshop Proceedings 2016 . Conference: DMRN+11: Digital Music Research Network One-day Workshop 2016 ( Centre for Digital Music, Queen Mary University of London ) from: 20/12/2016 to: 20/12/2016 ,
Valero-Mas JJ, Benetos E, Iñesta JM ( 2016 ) . Classification-based Note Tracking for Automatic Music Transcription . https://sites.google.com/site/musicmachinelearning16/proceedings . Conference: 9th International Workshop on Machine Learning and Music ( Riva del Garda, Italy ) from: 23/09/2016 to: 23/09/2016 , 61 - 65 .
Abdallah S, Benetos E, Gold N, Hargreaves S, Weyde T, Wolff D ( 2016 ) . Digital Music Lab: A Framework for Analysing Big Music Data . Conference: 24th European Signal Processing Conference ( Budapest, Hungary ) from: 29/08/2016 to: 02/09/2016 , 1118 - 1122 .
Cheng T, Mauch M, Benetos E, Dixon S ( 2016 ) . An attack/decay model for piano transcription . Conference: 17th International Society for Music Information Retrieval Conference ( New York, USA ) from: 07/08/2016 to: 11/08/2016 , 584 - 590 .
Panteli M, Benetos E, Dixon S ( 2016 ) . Learning a feature space for similarity in world music . Conference: 17th International Society for Music Information Retrieval Conference ( New York, USA ) from: 07/08/2016 to: 11/08/2016 , 538 - 544 .
Holzapfel A, Benetos E ( 2016 ) . The Sousta corpus: Beat-informed automatic transcription of traditional dance tunes . Conference: 17th International Society for Music Information Retrieval Conference ( New York, USA ) from: 07/08/2016 to: 11/08/2016 , 531 - 537 .
Lafay G, Lagrange M, Rossignol M, Benetos E, Roebel A ( 2016 ) . A morphological model for simulating acoustic scenes and its application to sound event detection . IEEE/ACM Transactions on Audio, Speech, and Language Processing vol. 24 , ( 10 ) 1854 - 1864 .
Panteli M, Benetos E, Dixon S ( 2016 ) . Automatic detection of outliers in world music collections . Conference: Fourth International Conference on Analytical Approaches to World Music (AAWM 2016) ( New York, USA ) from: 11/06/2016 to: 08/06/2016 ,
Benetos E, Lafay G, Lagrange M, Plumbley MD ( 2016 ) . Detection of overlapping acoustic events using a temporally-constrained probabilistic model . Conference: IEEE International Conference on Acoustics, Speech, and Signal Processing ( Shanghai, China ) from: 20/03/2016 to: 25/03/2016 , 6450 - 6454 .
Sigtia S, Benetos E, Dixon S ( 2016 ) . An End-to-End Neural Network for Polyphonic Piano Music Transcription . IEEE/ACM Transactions on Audio, Speech, and Language Processing vol. 24 , ( 5 ) 927 - 939 .
Benetos E, Weyde T ( 2015 ) . An efficient temporally-constrained probabilistic model for multiple-instrument music transcription . http://ismir2015.uma.es/docs/ISMIR2015_Proceedings.pdf . Editors: Wiering, F, Müller, M , Conference: 16th International Society for Music Information Retrieval Conference (ISMIR) ( Malaga, Spain ) from: 26/10/2015 to: 30/10/2015 , 701 - 707 .
BENETOS E, Holzapfel A ( 2015 ) . Automatic transcription of Turkish microtonal music . Journal of the Acoustical Society of America vol. 138 , ( 4 ) 2118 - 2130 .
Stowell D, Giannoulis D, Benetos E, Lagrange M, Plumbley MD ( 2015 ) . Detection and Classification of Acoustic Scenes and Events . IEEE Transactions on Multimedia vol. 17 , ( 10 ) 1733 - 1746 .
Rossignol M, Lagrange M, Lafay G, BENETOS E ( 2015 ) . Alternate level clustering for drum transcription . Conference: 23rd European Signal Processing Conference (EUSIPCO) ( Nice, France ) from: 04/09/2015 to: 31/08/2015 , 2068 - 2072 .
Abdallah S, Alencar-Brayner A, BENETOS E, Cottrell S, Dykes J, Gold N, Kachkaev A, Mahey M et al. ( 2015 ) . Automatic transcription and pitch analysis of the British Library World & Traditional Music Collection . http://fma2015.sciencesconf.org/conference/fma2015/FMA2015_OfficialProceedings.pdf . Conference: 5th International Workshop on Folk Music Analysis ( Paris, France ) from: 10/06/2015 to: 12/06/2015 , 10 - 12 .
Sigtia S, Benetos E, Boulanger-Lewandowski N, Weyde T, Garcez ASDA, Dixon S ( 2015 ) . A Hybrid Recurrent Neural Network for Music Transcription . IEEE International Conference on Acoustics Speech and Signal Processing . Conference: 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) ( Brisbane, Australia ) from: 19/04/2015 to: 24/04/2015 , 2061 - 2065 .
Benetos E, Badeau R, Weyde T, Richard G ( 2014 ) . Template Adaptation for Improving Automatic Music Transcription . http://www.terasoft.com.tw/conf/ismir2014//proceedings%5CISMIR2014_Proceedings.pdf . Editors: Wang, H-M, Yang, Y-H, Lee, JH , Conference: 15th International Society for Music Information Retrieval Conference (ISMIR) ( Taipei, Taiwan ) from: 27/10/2014 to: 31/10/2014 , 175 - 180 .
Tidhar D, Dixon S, Benetos E, Weyde T ( 2014 ) . The temperament police . Early Music vol. 42 , ( 4 ) 579 - 590 .
Weyde T, Cottrell S, Dykes J, Benetos E, Wolff D, Tidhar D, Gold N, Abdallah S et al. ( 2014 ) . Big Data for Musicology . Editors: Page, K, Fields, B , Conference: 1st International Digital Libraries for Musicology workshop ( London, UK ) from: 12/09/2014 to: 12/09/2014 ,
Wolff D, Tidhar D, Benetos E, Dumon E, Cherla S, Weyde T ( 2014 ) . Incremental dataset definition for large scale musicological research . Editors: Page, K, Fields, B , Conference: 1st International Digital Libraries for Musicology workshop ( London, UK ) from: 12/09/2014 to: 12/09/2014 ,
Tran S, Benetos E, d Avila Garcez A ( 2014 ) . Learning motion-difference features using Gaussian restricted Boltzmann machines for efficient human action recognition . Conference: 2014 International Joint Conference on Neural Networks (IJCNN) ( Beijing, China ) from: 06/07/2014 to: 11/07/2014 , 2123 - 2129 .
Benetos E, Holzapfel A ( 2014 ) . Incorporating pitch class profiles for improving automatic transcription of Turkish makam music . Proceedings of the Fourth International Workshop on Folk Music Analysis (FM . Editors: Holzapfel, A , Conference: 4th International Workshop on Folk Music Analysis ( Istanbul, Turkey ) from: 12/06/2014 to: 13/06/2014 , 15 - 20 .
Giannoulis D, Benetos E, Klapuri A, Plumbley M ( 2014 ) . Improving instrument recognition in polyphonic music through system integration . Conference: IEEE International Conference on Acoustics, Speech, and Signal Processing ( Florence, Italy ) from: 04/05/2014 to: 09/05/2014 , 5259 - 5263 .
Benetos E, Jansson A, Weyde T ( 2014 ) . Improving automatic music transcription through key detection . http://www.aes.org/conferences/53/technical_programme.cfm . Editors: Dittmar, C, Fazekas, G, Ewert, S , Conference: AES 53rd International Conference on Semantic Audio ( London, UK ) from: 27/01/2014 to: 29/01/2014 ,
Benetos E, Ewert S, Weyde T ( 2014 ) . Automatic Transcription Of Pitched And Unpitched Sounds From Polyphonic Music . Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) . 3131 - 3135 .
Sigtia S, Benetos E, Cherla S, Weyde T, Garcez A, Dixon S ( 2014 ) . RNN-based Music Language Models for Improving Automatic Music Transcription . 15th International Society for Music Information Retrieval Conference . 53 - 58 .
BARTHET M, Benetos E, Cottrell S, Dixon S, Dykes J, Gold N, Mahey M, Plumbley MD et al. ( 2014 ) . The DML Research Project: Digital Music Lab - Analysing Big Music Data . Presented at: Workshop on "Big Data: Challenges and Applications", Imperial College, London ,
Benetos E, Dixon S, Giannoulis D, Kirchhoff H, Klapuri A ( 2013 ) . Automatic music transcription: Challenges and future directions . Journal of Intelligent Information Systems vol. 41 , ( 3 ) 407 - 434 .
Benetos E, Holzapfel A ( 2013 ) . Automatic transcription of Turkish makam music . Conference: 14th International Society for Music Information Retrieval Conference ( Curitiba, PR, Brazil ) from: 04/11/2013 to: 08/11/2013 , 355 - 360 .
Benetos E, Weyde T ( 2013 ) . Explicit duration hidden Markov models for multiple-instrument polyphonic music transcription . Conference: 14th International Society for Music Information Retrieval Conference ( Curitiba, PR, Brazil ) from: 04/11/2013 to: 08/11/2013 , 269 - 274 .
de Valk R, Weyde T, Benetos E ( 2013 ) . A machine learning approach to voice separation in lute tablature . Editors: Britto, AS, Gouyon, F, Dixon, S , Conference: 14th International Society for Music Information Retrieval Conference ( Curitiba, PR, Brazil ) from: 04/11/2013 to: 08/11/2013 , 555 - 560 .
Giannoulis D, Benetos E, Stowell D, Rossignol M, Lagrange M, Plumbley M ( 2013 ) . Detection and classification of acoustic scenes and events: an IEEE AASP challenge . Conference: IEEE Workshop on Applications of Signal Processing to Audio and Acoustics ( New Paltz, NY, USA ) from: 20/10/2013 to: 23/10/2013 ,
Giannoulis D, Stowell D, Benetos E, Rossignol M, Lagrange M, Plumbley MD ( 2013 ) . A database and challenge for acoustic scene classification and event detection . Conference: 21st European Signal Processing Conference ( Marrakech, Morocco )
Benetos E, Cherla S, Weyde T ( 2013 ) . An efficient shift-invariant model for polyphonic music transcription . Conference: 6th International Workshop on Machine Learning and Music ( Prague, Czech Republic )
Serra X, Magas M, Benetos E, Chudy M, Dixon S, Flexer A, Gomez E, Gouyon F et al. ( 2013 ) . Roadmap for Music Information ReSearch . Editors: Peeters, G , The MIReS Consortium
Benetos E, Dixon S ( 2013 ) . Multiple-instrument polyphonic music transcription using a temporally constrained shift-invariant model . Journal of the Acoustical Society of America vol. 133 , ( 3 ) 1727 - 1741 .
BENETOS E ( 2012 ) . Automatic transcription of polyphonic music exploiting temporal evolution . Supervisors: Dixon, S ,
BENETOS E, Dixon S, Giannoulis D, Kirchhoff H, Klapuri A ( 2012 ) . Automatic Music Transcription: Breaking the Glass Ceiling . Editors: Gouyon, F, Herrera, P, Martins, LG, Müller, M et al. , Conference: 13th International Society for Music Information Retrieval Conference (ISMIR 2012) ( Porto, Portugal ) from: 08/10/2012 to: 12/10/2012 , 379 - 384 .
Benetos E, Dixon S ( 2012 ) . Temporally-constrained convolutive probabilistic latent component analysis for multi-pitch detection . International Conference on Latent Variable Analysis and Signal Separation . 364 - 371 .
Benetos E, Dixon S ( 2012 ) . A shift-invariant latent variable model for automatic music transcription . Computer Music Journal vol. 36 , ( 4 ) 81 - 94 .
Benetos E, Lagrange M, Dixon S ( 2012 ) . Characterisation of acoustic scenes using a temporally-constrained shift-invariant model . 15th International Conference on Digital Audio Effects, DAFx 2012 Proceedings .
Benetos E, Klapuri A, Dixon S ( 2012 ) . Score-informed transcription for automatic piano tutoring . Conference: 20th European Signal Processing Conference ( Bucharest, Romania ) 2153 - 2157 .
Benetos E, Dixon S ( 2011 ) . A temporally-constrained convolutive probabilistic model for pitch detection . IEEE Workshop on Applications of Signal Processing to Audio and Acoustics . Conference: 2011 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) ( New Paltz, NY, US ) from: 16/10/2011 to: 19/10/2011 , 133 - 136 .
Benetos E, Dixon S ( 2011 ) . Joint multi-pitch detection using harmonic envelope estimation for polyphonic music transcription . IEEE Journal on Selected Topics in Signal Processing vol. 5 , ( 6 ) 1111 - 1123 .
Mearns L, Benetos E, Dixon S ( 2011 ) . Automatically detecting key modulations in J.S. Bach chorale recordings . 8th Sound and Music Computing Conference . 25 - 32 .
Benetos E, Dixon S ( 2011 ) . Multiple-instrument polyphonic music transcription using a convolutive probabilistic model . Conference: 8th Sound and Music Computing Conference ( Padova, Italy ) from: 06/07/2011 to: 09/07/2011 , 19 - 24 .
Benetos E, Dixon S ( 2011 ) . Polyphonic music transcription using note onset and offset detection . ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings . 37 - 40 .
Dixon S, Tidhar D, Benetos E ( 2011 ) . The temperament police: The truth, the ground truth, and nothing but the truth . Proceedings of the 12th International Society for Music Information Retrieval Conference, ISMIR 2011 . Conference: 12th International Society for Music Information Retrieval Conference ( Miami, Florida, USA ) from: 24/10/2011 to: 28/10/2011 , 281 - 286 .
Benetos E, Dixon S ( 2010 ) . Multiple-F0 estimation of piano sounds exploiting spectral structure and temporal evolution . ISCA Tutorial and Research Workshop on Statistical and Perceptual Audition . 13 - 18 .
Benetos E, Stylianou Y ( 2010 ) . Auditory spectrum-based pitched instrument onset detection . IEEE Transactions on Audio, Speech and Language Processing vol. 18 , ( 8 ) 1968 - 1977 .
Anglade A, Benetos E, Mauch M, Dixon S ( 2010 ) . Improving music genre classification using automatically induced harmony rules . Journal of New Music Research vol. 39 , ( 4 ) 349 - 361 .
Benetos E, Kotropoulos C ( 2010 ) . Non-negative tensor factorization applied to music genre classification . IEEE Transactions on Audio, Speech and Language Processing vol. 18 , ( 8 ) 1955 - 1967 .
Benetos E, Holzapfel A, Stylianou Y ( 2009 ) . Pitched instrument onset detection based on auditory spectra . Proceedings of the 10th International Society for Music Information Retrieval Conference, ISMIR 2009 . 105 - 110 .
Benetos E, Kotropoulos C ( 2008 ) . A tensor-based approach for automatic music genre classification . 16th European Signal Processing Conference .
Spachos D, Zlantintsi A, Moschou V, Antonopoulos P, Benetos E, Kotti M, Tzimouli K, Kotropoulos C et al. ( 2008 ) . MUSCLE movie-database: a multimodal corpus with rich annotation for dialogue and saliency detection . 6th Language Resources and Evaluation Conference . 16 - 19 .
Kotti M, Benetos E, Kotropoulos C ( 2008 ) . Computationally efficient and robust BIC-based speaker segmentation . IEEE Transactions on Audio, Speech and Language Processing vol. 16 , ( 5 ) 920 - 933 .
BENETOS E, Siatras S, Kotropoulos C, Nikolaidis N, Pitas I ( 2008 ) . Movie analysis with emphasis to dialogue and action scene detection . Multimodal Processing and Interaction , Editors: Maragos, PA, Potamianos, A, Gros, P , vol. 33 , Springer
Panagakis I, Benetos E, Kotropoulos C ( 2008 ) . Music Genre Classification: A Multilinear Approach . ISMIR . Editors: Bello, JP, Chew, E, Turnbull, D , 583 - 588 .
Kotti M, Benetos E, Kotropoulos C ( 2007 ) . Neural network-based movie dialogue detection . 10th International Conference on Engineering Applications of Neural Networks .
Benetos E, Kotti M, Kotropoulos C ( 2007 ) . Large scale musical instrument identification . 4th Sound and Music Computing Conference . 283 - 286 .
Kotti M, Benetos E, Kotropoulos C, Pitas I ( 2007 ) . A neural network approach to audio-assisted movie dialogue detection . Neurocomputing vol. 71 , Article 1-3 , 157 - 166 .
Moschou V, Kotti M, Benetos E, Kotropoulos C ( 2007 ) . Systematic comparison of BIC-based speaker segmentation systems . 2007 IEEE 9Th International Workshop on Multimedia Signal Processing, MMSP 2007 - Proceedings . 66 - 69 .
Benetos E, Kotti M, Kotropoulos C ( 2006 ) . Applying Supervised Classifiers Based on Non-negative Matrix Factorization to Musical Instrument Classification . ICME . 2105 - 2108 .
Kotti M, Martins LPM, Benetos E, Cardoso JS, Kotropoulos C ( 2006 ) . Automatic Speaker Segmentation using Multiple Features and Distance Measures: A Comparison of Three Approaches . ICME . 1101 - 1104 .
Kotti M, Benetos E, Kotropoulos C ( 2006 ) . Automatic speaker change detection with the Bayesian information criterion using MPEG-7 features and a fusion scheme . ISCAS .
Benetos E, Kotti M, Kotropoulos C ( 2006 ) . Musical instrument classification using non-negative matrix factorization algorithms and subset feature selection . ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings . vol. 5 ,
Benetos E, Kotti M, Kotropoulos C ( 2006 ) . Musical instrument classification using non-negative matrix factorization algorithms . ISCAS .
Benetos E, Kotropoulos C, Lidy T, Rauber A ( 2006 ) . Testing supervised classifiers based on non-negative matrix factorization to musical instrument classification . European Signal Processing Conference .
Benetos E, Kotti M, Kotropoulos C, Burred JJ, Eisenberg G, Haller M, Sikora T ( 2005 ) . Comparison of subspace analysis-based and statistical model-based algorithms for musical instrument classification . 2nd Workshop On Immersive Communication And Broadcast Systems .