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Publications:  Dr Emmanouil Benetos

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,
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,
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,
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,
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,
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,
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,
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,
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,
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
Covas E, Benetos E(2019). Optimal Neural Network Feature Selection for Spatial-Temporal Forecasting. Chaos vol. 29, (6) Article 063111,
10.1063/1.5095060
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
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,
10.1109/ICASSP.2019.8682334
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
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,
10.1109/ICASSP.2019.8682981
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
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
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,
10.1109/MLSP.2018.8516968
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
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
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
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
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
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
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
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
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
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.
10.1109/WASPAA.2017.8169985
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,
10.17743/aesconf.2017.978-1-942220-15-2
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
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
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
Stowell D, Benetos E, Gill LF(2017). On-bird Sound Recordings: Automatic Acoustic Recognition of Activities and Contexts. IEEE/ACM Transactions on Audio, Speech and Language Processing vol. 25, (6) 1193-1206.
10.1109/TASLP.2017.2690565
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
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
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
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.
10.1109/TASLP.2016.2587218
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.
10.1109/ICASSP.2016.7472919
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
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.
10.1121/1.4930187
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
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
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.
10.1109/ICASSP.2015.7178333
Lagrange M, Lafay G, Rossignol M, Benetos E, Roebel A(2015). An evaluation framework for event detection using a morphological model of acoustic scenes.
10.1109/TASLP.2016.2587218
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.
10.1093/em/cau101
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
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
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
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.
10.1109/ICASSP.2014.6854599
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.
10.1109/ICASSP.2014.6854172
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.
10.1007/s10844-013-0258-3
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,
10.1109/WASPAA.2013.6701819
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.
10.1121/1.4790351
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.
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.
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