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Publications:  Dr Emmanouil Benetos

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.
10.21437/Odyssey.2020-48
https://qmro.qmul.ac.uk/xmlui/handle/123456789/64069
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.
10.5334/tismir.57
https://qmro.qmul.ac.uk/xmlui/handle/123456789/65069
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.
10.1109/ICASSP40776.2020.9054445
https://qmro.qmul.ac.uk/xmlui/handle/123456789/63241
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.
10.1109/ICASSP40776.2020.9054248
https://qmro.qmul.ac.uk/xmlui/handle/123456789/63518
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.
10.1109/ICASSP40776.2020.9053093
https://qmro.qmul.ac.uk/xmlui/handle/123456789/62846
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.
10.1109/ICASSP40776.2020.9053474
https://qmro.qmul.ac.uk/xmlui/handle/123456789/63588
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.
10.1109/TASLP.2020.2987130
https://qmro.qmul.ac.uk/xmlui/handle/123456789/63818
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,
10.1016/j.csl.2020.101092
https://qmro.qmul.ac.uk/xmlui/handle/123456789/63242
Martinez Ramirez M, Benetos E, Reiss J(2020). Deep Learning for Black-Box Modeling of Audio Effects. Applied Sciences vol. 10, (2) Article 638,
10.3390/app10020638
https://qmro.qmul.ac.uk/xmlui/handle/123456789/62479
Pankajakshan A, Bear HL, Subramanian V, Benetos E (2020). Memory Controlled Sequential Self Attention for Sound Recognition. CoRR. vol. abs/2005.06650,
Ycart A, Liu L, Benetos E, Pearce MT (2020). Musical Features for Automatic Music Transcription Evaluation.
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 Wrokshop,
https://qmro.qmul.ac.uk/xmlui/handle/123456789/62518
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.
https://qmro.qmul.ac.uk/xmlui/handle/123456789/59184
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.
https://qmro.qmul.ac.uk/xmlui/handle/123456789/59179
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.
https://qmro.qmul.ac.uk/xmlui/handle/123456789/59182
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.
https://qmro.qmul.ac.uk/xmlui/handle/123456789/59183
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,
https://qmro.qmul.ac.uk/xmlui/handle/123456789/59775
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.
https://qmro.qmul.ac.uk/xmlui/handle/123456789/59660
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.
https://qmro.qmul.ac.uk/xmlui/handle/123456789/59659
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.
https://qmro.qmul.ac.uk/xmlui/handle/123456789/59658
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.
10.1109/WASPAA.2019.8937271
https://qmro.qmul.ac.uk/xmlui/handle/123456789/59069
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.
10.1109/WASPAA.2019.8937079
https://qmro.qmul.ac.uk/xmlui/handle/123456789/59067
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.
10.1109/WASPAA.2019.8937193
https://qmro.qmul.ac.uk/xmlui/handle/123456789/59068
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.
10.21437/Interspeech.2019-2505
https://qmro.qmul.ac.uk/xmlui/handle/123456789/58459
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.
10.21437/Interspeech.2019-2169
https://qmro.qmul.ac.uk/xmlui/handle/123456789/58478
Zhou Q, Feng Z, Benetos E(2019). Adaptive Noise Reduction for Sound Event Detection Using Subband-Weighted NMF. Sensors vol. 19, (14) Article 3206,
10.3390/s19143206
https://qmro.qmul.ac.uk/xmlui/handle/123456789/58616
Covas E, Benetos E(2019). Optimal Neural Network Feature Selection for Spatial-Temporal Forecasting. Chaos vol. 29, (6) Article 063111,
10.1063/1.5095060
https://qmro.qmul.ac.uk/xmlui/handle/123456789/57841
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,
10.1109/QoMEX.2019.8743302
https://qmro.qmul.ac.uk/xmlui/handle/123456789/57323
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.
https://qmro.qmul.ac.uk/xmlui/handle/123456789/57029
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,
10.1109/ICASSP.2019.8682334
https://qmro.qmul.ac.uk/xmlui/handle/123456789/56489
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,
10.1109/ICASSP.2019.8683288
https://qmro.qmul.ac.uk/xmlui/handle/123456789/55777
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,
10.1109/ICASSP.2019.8682981
https://qmro.qmul.ac.uk/xmlui/handle/123456789/55776
Ramírez MAM, Benetos E, Reiss JD (2019). A general-purpose deep learning approach to model time-varying audio effects. CoRR. vol. abs/1905.06148,
https://qmro.qmul.ac.uk/xmlui/handle/123456789/58376
Subramanian V, Benetos E, Xu N, McDonald S, Sandler MB (2019). Adversarial Attacks in Sound Event Classification.
Nolasco I, Terenzi A, Cecchi S, Orcioni S, Bear HL, Benetos E (2019). Audio-based Identification of Beehive States. ICASSP. 8256-8260.
BENETOS E, DIXON S, Duan Z, EWERT S(2019). Automatic Music Transcription: An Overview. IEEE Signal Processing Magazine vol. 36, (1) 20-30.
10.1109/MSP.2018.2869928
https://qmro.qmul.ac.uk/xmlui/handle/123456789/54987
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.
10.1109/SLT.2018.8639666
https://qmro.qmul.ac.uk/xmlui/handle/123456789/55093
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,
https://qmro.qmul.ac.uk/xmlui/handle/123456789/45985
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,
https://qmro.qmul.ac.uk/xmlui/handle/123456789/45825
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,
10.1109/MLSP.2018.8516968
https://qmro.qmul.ac.uk/xmlui/handle/123456789/49725
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.
10.1007/s00521-016-2501-7
https://qmro.qmul.ac.uk/xmlui/handle/123456789/15698
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.
10.1109/ICASSP.2018.8462128
https://qmro.qmul.ac.uk/xmlui/handle/123456789/34703
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.
10.1109/ICASSP.2018.8461914
https://qmro.qmul.ac.uk/xmlui/handle/123456789/40583
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.
10.1080/09298215.2018.1451546
https://qmro.qmul.ac.uk/xmlui/handle/123456789/36298
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.
10.1109/TASLP.2017.2778423
https://qmro.qmul.ac.uk/xmlui/handle/123456789/28982
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.
10.1080/09298215.2017.1418896
https://qmro.qmul.ac.uk/xmlui/handle/123456789/31440
Chettri B, Mishra S, Sturm BL, Benetos E (2018). A Study On Convolutional Neural Network Based End-To-End Replay Anti-Spoofing. CoRR. vol. abs/1805.09164,
https://qmro.qmul.ac.uk/xmlui/handle/123456789/62299
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.
10.1371/journal.pone.0189399
https://qmro.qmul.ac.uk/xmlui/handle/123456789/31245
McLeod A, Schramm R, Steedman M, BENETOS E(2017). Automatic Transcription of Polyphonic Vocal Music. Applied Sciences vol. 7, (12) Article 1285,
10.3390/app7121285
https://qmro.qmul.ac.uk/xmlui/handle/123456789/30824
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.
https://qmro.qmul.ac.uk/xmlui/handle/123456789/24946
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.
https://qmro.qmul.ac.uk/xmlui/handle/123456789/25292
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.
10.1109/WASPAA.2017.8169985
https://qmro.qmul.ac.uk/xmlui/handle/123456789/25293
YCART A, BENETOS E (2017). Neural Music Language Models: investigating the training process. Conference: International Conference of Students of Systematic Musicology
https://qmro.qmul.ac.uk/xmlui/handle/123456789/36559
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,
10.17743/aesconf.2017.978-1-942220-15-2
https://qmro.qmul.ac.uk/xmlui/handle/123456789/22497
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,
10.17743/aesconf.2017.978-1-942220-15-2
https://qmro.qmul.ac.uk/xmlui/handle/123456789/22496
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,
10.17743/aesconf.2017.978-1-942220-15-2
https://qmro.qmul.ac.uk/xmlui/handle/123456789/22284
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.
10.1109/TASLP.2017.2690565
https://qmro.qmul.ac.uk/xmlui/handle/123456789/18483
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.
10.1109/TASLP.2017.2690576
https://qmro.qmul.ac.uk/xmlui/handle/123456789/19368
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.
10.1109/IJCNN.2017.7966173
https://qmro.qmul.ac.uk/xmlui/handle/123456789/22173
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)
10.1145/2983918
https://qmro.qmul.ac.uk/xmlui/handle/123456789/15701
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,
https://qmro.qmul.ac.uk/xmlui/handle/123456789/19399
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,
https://qmro.qmul.ac.uk/xmlui/handle/123456789/19394
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.
https://qmro.qmul.ac.uk/xmlui/handle/123456789/14957
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.
https://qmro.qmul.ac.uk/xmlui/handle/123456789/13424
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.
https://qmro.qmul.ac.uk/xmlui/handle/123456789/12637
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.
https://qmro.qmul.ac.uk/xmlui/handle/123456789/12616
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.
https://qmro.qmul.ac.uk/xmlui/handle/123456789/12636
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.
10.1109/TASLP.2016.2587218
https://qmro.qmul.ac.uk/xmlui/handle/123456789/17621
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,
https://qmro.qmul.ac.uk/xmlui/handle/123456789/11743
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.
10.1109/ICASSP.2016.7472919
https://qmro.qmul.ac.uk/xmlui/handle/123456789/11120
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.
10.1109/TASLP.2016.2533858
https://qmro.qmul.ac.uk/xmlui/handle/123456789/17623
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.
https://qmro.qmul.ac.uk/xmlui/handle/123456789/9852
BENETOS E, Holzapfel A(2015). Automatic transcription of Turkish microtonal music. Journal of the Acoustical Society of America vol. 138, (4) 2118-2130.
10.1121/1.4930187
https://qmro.qmul.ac.uk/xmlui/handle/123456789/11122
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.
10.1109/TMM.2015.2428998
https://qmro.qmul.ac.uk/xmlui/handle/123456789/9390
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.
10.1109/EUSIPCO.2015.7362739
https://qmro.qmul.ac.uk/xmlui/handle/123456789/9853
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.
https://qmro.qmul.ac.uk/xmlui/handle/123456789/9391
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.
10.1109/ICASSP.2015.7178333
https://qmro.qmul.ac.uk/xmlui/handle/123456789/9420
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.
https://qmro.qmul.ac.uk/xmlui/handle/123456789/9414
Tidhar D, Dixon S, Benetos E, Weyde T(2014). The temperament police. Early Music vol. 42, (4) 579-590.
10.1093/em/cau101
https://qmro.qmul.ac.uk/xmlui/handle/123456789/9419
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,
10.1145/2660168.2660187
https://qmro.qmul.ac.uk/xmlui/handle/123456789/9417
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,
10.1145/2660168.2660176
https://qmro.qmul.ac.uk/xmlui/handle/123456789/9416
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.
10.1109/IJCNN.2014.6889945
https://qmro.qmul.ac.uk/xmlui/handle/123456789/9411
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.
https://qmro.qmul.ac.uk/xmlui/handle/123456789/9392
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.
10.1109/ICASSP.2014.6854599
https://qmro.qmul.ac.uk/xmlui/handle/123456789/5979
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,
https://qmro.qmul.ac.uk/xmlui/handle/123456789/9412
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.
10.1109/ICASSP.2014.6854172
https://qmro.qmul.ac.uk/xmlui/handle/123456789/9413
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.
https://qmro.qmul.ac.uk/xmlui/handle/123456789/9415
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.
10.1007/s10844-013-0258-3
https://qmro.qmul.ac.uk/xmlui/handle/123456789/7938
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.
https://qmro.qmul.ac.uk/xmlui/handle/123456789/9421
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.
https://qmro.qmul.ac.uk/xmlui/handle/123456789/9432
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.
https://qmro.qmul.ac.uk/xmlui/handle/123456789/9436
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,
10.1109/WASPAA.2013.6701819
https://qmro.qmul.ac.uk/xmlui/handle/123456789/9439
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)
https://qmro.qmul.ac.uk/xmlui/handle/123456789/9438
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.
10.1121/1.4790351
BENETOS E (2012). Automatic transcription of polyphonic music exploiting temporal evolution. Supervisors: Dixon, S,
https://qmro.qmul.ac.uk/xmlui/handle/123456789/15758
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.
10.1007/978-3-642-28551-6_45
Benetos E, Dixon S(2012). A shift-invariant latent variable model for automatic music transcription. Computer Music Journal vol. 36, (4) 81-94.
10.1162/COMJ_a_00146
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.
10.1109/ASPAA.2011.6082270
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.
10.1109/JSTSP.2011.2162394
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.
10.1109/ICASSP.2011.5946322
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.
10.1109/TASL.2010.2040785
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.
10.1080/09298215.2010.525654
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.
10.1109/TASL.2010.2040784
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.
10.1109/TASL.2008.925152
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.
10.1016/j.neucom.2007.08.006
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.
10.1109/MMSP.2007.4412819
Benetos E, Kotti M, Kotropoulos C (2006). Applying Supervised Classifiers Based on Non-negative Matrix Factorization to Musical Instrument Classification. ICME. 2105-2108.
10.1109/ICME.2006.262650
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.
10.1109/ICME.2006.262727
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.
10.1109/ISCAS.2006.1692970
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.
10.1109/ISCAS.2006.1692967
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.
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