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Publications:  Dr Emmanouil Benetos

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.
http://qmro.qmul.ac.uk/xmlui/handle/123456789/24946
Schramm R, McLeod A, Steedman M et al. (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.
http://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.
http://qmro.qmul.ac.uk/xmlui/handle/123456789/25293
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
http://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
http://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
http://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 Transactions on Audio, Speech and Language Processing vol. 25, (6) 1193-1206.
10.1109/TASLP.2017.2690565
http://qmro.qmul.ac.uk/xmlui/handle/123456789/18483
Benetos E, Lafay G, Lagrange M et al. (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
http://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
http://qmro.qmul.ac.uk/xmlui/handle/123456789/22173
Abdallah S, Benetos E, Gold N et al. (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
http://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,
http://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,
http://qmro.qmul.ac.uk/xmlui/handle/123456789/19394
Lafay G, Lagrange M, Rossignol M et al. (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
http://qmro.qmul.ac.uk/xmlui/handle/123456789/17621
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.
http://qmro.qmul.ac.uk/xmlui/handle/123456789/14957
Abdallah S, Benetos E, Gold N et al. (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.
http://qmro.qmul.ac.uk/xmlui/handle/123456789/13424
Cheng T, Mauch M, Benetos E et al. (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.
http://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.
http://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.
http://qmro.qmul.ac.uk/xmlui/handle/123456789/12636
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,
http://qmro.qmul.ac.uk/xmlui/handle/123456789/11743
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
http://qmro.qmul.ac.uk/xmlui/handle/123456789/17623
Benetos E, Lafay G, Lagrange M et al. (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
http://qmro.qmul.ac.uk/xmlui/handle/123456789/11120
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.
http://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
http://qmro.qmul.ac.uk/xmlui/handle/123456789/11122
Stowell D, Giannoulis D, Benetos E et al. (2015) . Detection and Classification of Acoustic Scenes and Events.IEEE Transactions on Multimedia vol. 17, (10) 1733-1746.
10.1109/TMM.2015.2428998
http://qmro.qmul.ac.uk/xmlui/handle/123456789/9390
Rossignol M, Lagrange M, Lafay G et al. (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
http://qmro.qmul.ac.uk/xmlui/handle/123456789/9853
Abdallah S, Alencar-Brayner A, BENETOS E 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.
http://qmro.qmul.ac.uk/xmlui/handle/123456789/9391
Sigtia S, Benetos E, Boulanger-Lewandowski N et al. (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
http://qmro.qmul.ac.uk/xmlui/handle/123456789/9420
Lagrange M, Lafay G, Rossignol M et al. (2015) . An evaluation framework for event detection using a morphological model of acoustic scenes.
10.1109/TASLP.2016.2587218
http://qmro.qmul.ac.uk/xmlui/handle/123456789/17621
Benetos E, Badeau R, Weyde T et al. (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.
http://qmro.qmul.ac.uk/xmlui/handle/123456789/9414
Tidhar D, Dixon S, Benetos E et al. (2014) . The temperament police.Early Music vol. 42, (4) 579-590.
10.1093/em/cau101
http://qmro.qmul.ac.uk/xmlui/handle/123456789/9419
Weyde T, Cottrell S, Dykes J 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
http://qmro.qmul.ac.uk/xmlui/handle/123456789/9417
Wolff D, Tidhar D, Benetos E et al. (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
http://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
http://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.
http://qmro.qmul.ac.uk/xmlui/handle/123456789/9392
Giannoulis D, Benetos E, Klapuri A et al. (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
http://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,
http://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
http://qmro.qmul.ac.uk/xmlui/handle/123456789/9413
Sigtia S, Benetos E, Cherla S et al. (2014) . RNN-based Music Language Models for Improving Automatic Music Transcription. 15th International Society for Music Information Retrieval Conference. 53-58.
http://qmro.qmul.ac.uk/xmlui/handle/123456789/9415
BARTHET M, Benetos E, Cottrell S 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 et al. (2013) . Automatic music transcription: Challenges and future directions.Journal of Intelligent Information Systems vol. 41, (3) 407-434.
10.1007/s10844-013-0258-3
http://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.
http://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.
http://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.
http://qmro.qmul.ac.uk/xmlui/handle/123456789/9436
Giannoulis D, Benetos E, Stowell D et al. (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
http://qmro.qmul.ac.uk/xmlui/handle/123456789/9439
Giannoulis D, Stowell D, Benetos E et al. (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)
http://qmro.qmul.ac.uk/xmlui/handle/123456789/9438
Serra X, Magas M, Benetos E 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,
http://qmro.qmul.ac.uk/xmlui/handle/123456789/15758
BENETOS E, Dixon S, Giannoulis D et al. (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 et al. (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 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 et al. (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 et al. (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 et al. (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 et al. (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,
10.1109/ICASSP.2006.1661252
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 et al. (2006) . Testing supervised classifiers based on non-negative matrix factorization to musical instrument classification. European Signal Processing Conference.
Benetos E, Kotti M, Kotropoulos C et al. (2005) . Comparison of subspace analysis-based and statistical model-based algorithms for musical instrument classification. 2nd Workshop On Immersive Communication And Broadcast Systems.
Ali H, Tran SN, Benetos E et al.. Speaker recognition with hybrid features from a deep belief network.Neural Computing and Applications
10.1007/s00521-016-2501-7
http://qmro.qmul.ac.uk/xmlui/handle/123456789/15698
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